From 0b16be73208c42bd932e1c76d27660d0cdeccb6f Mon Sep 17 00:00:00 2001 From: djperrefort <djperrefort@pitt.edu> Date: Mon, 29 Jul 2019 08:57:07 -0400 Subject: [PATCH 1/8] Adds functions for spectral chisq calculations --- analysis/spectra_chisq.py | 74 ++++++++++ analysis/utils.py | 30 ++++ notebooks/spectra_chisq.ipynb | 251 ++++++++++++++++++++++++++++++++++ 3 files changed, 355 insertions(+) create mode 100644 analysis/spectra_chisq.py create mode 100644 analysis/utils.py create mode 100644 notebooks/spectra_chisq.ipynb diff --git a/analysis/spectra_chisq.py b/analysis/spectra_chisq.py new file mode 100644 index 0000000..93bb0ff --- /dev/null +++ b/analysis/spectra_chisq.py @@ -0,0 +1,74 @@ +#!/usr/bin/env python3 +# -*- coding: UTF-8 -*- + +"""Calculate the chi-squared values for modeled spectra""" + +import numpy as np + +from .utils import chisq_sum + + +# Todo: Write the color_warp_spectrum function +def color_warp_spectrum(wave, flux, flux_err, **kwargs): + """Color warp a spectrum + + Args: + wave (ndarray): An array of wavelengths + flux (ndarray): An array of flux values + flux_err (ndarray): An array of error values for ``flux`` + + Returns: + An array of color warped flux values + An array of error values for the color warped fluxes + """ + + return flux, flux_err + + +def band_chisq_spectrum(wave, flux, flux_err, model_flux, band_ranges): + """Calculate the chi-squared in different band-passes for a single spectrum + + Args: + wave (ndarray): An array of wavelengths + flux (ndarray): An array of flux values + flux_err (ndarray): An array of error values for ``flux`` + model_flux (ndarray): An array of model flux values + band_ranges (dict): A dictionary of band pass limits. + {<band name (str)>: (<min wave (float)>, <max wave (float)>)} + + Returns: + A dictionary with the chi_squared value in each band + """ + + out_data = dict() + for band, (min_wave, max_wave) in band_ranges.items(): + indices = (min_wave < wave) & (wave < max_wave) + chi = chisq_sum(flux[indices], model_flux[indices], flux_err[indices]) + out_data[band] = np.array(chi) + + return out_data + + +def band_chisq_spectra(wave, flux, flux_err, model_flux, band_ranges): + """Calculate the chi-squared in different band-passes for multiple spectra + + Args: + wave (ndarray): A 2d array of wavelengths + flux (ndarray): A 2d array of flux values + flux_err (ndarray): A 2d array of error values for ``flux`` + model_flux (ndarray): A 2d array of model flux values + band_ranges (dict): A dictionary of band pass limits. + {<band name (str)>: (<min wave (float)>, <max wave (float)>)} + + Returns: + A dictionary with an array of chi_squared values in each band + """ + + out_data = {key: [] for key in band_ranges} + for w, f, fe, mf in zip(wave, flux, flux_err, model_flux): + for band, (min_wave, max_wave) in band_ranges.items(): + indices = (min_wave < w) & (w < max_wave) + chisq = chisq_sum(f[indices], mf[indices], fe[indices]) + out_data[band].append(chisq) + + return out_data diff --git a/analysis/utils.py b/analysis/utils.py new file mode 100644 index 0000000..22908c1 --- /dev/null +++ b/analysis/utils.py @@ -0,0 +1,30 @@ +#!/usr/bin/env python3 +# -*- coding: UTF-8 -*- + +"""Utility functions used across the analysis package.""" + +import numpy as np +from tqdm import tqdm + + +def make_pbar(iterable, verbose, **kwargs): + """A wrapper for tqdm.tqdm + + Args: + iterable (iterator): Data to iterate over + verbose (bool): Whether to display the progress bar + Any other arguments for tqdm.tqdm + + Returns: + An iterable + """ + + if verbose: + return tqdm(iterable, **kwargs) + + else: + return iterable + + +def chisq_sum(obs, exp, error): + return np.sum((obs - exp) ** 2 / (error ** 2)) diff --git a/notebooks/spectra_chisq.ipynb b/notebooks/spectra_chisq.ipynb new file mode 100644 index 0000000..e3805f3 --- /dev/null +++ b/notebooks/spectra_chisq.ipynb @@ -0,0 +1,251 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Chis-Squareds of Modeled Spectra\n", + "\n", + "This notebook demonstrates the chi-squared calculation for modeled spectra. Calculations are performed for each observed spectra using both the entire observed wavelength range, and also for indidividual band pass ranges." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "\n", + "import numpy as np\n", + "import sncosmo\n", + "from matplotlib import pyplot as plt\n", + "from sndata.csp import dr1, dr3\n", + "\n", + "sys.path.insert(0, '../')\n", + "from analysis import models, spectra_chisq\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Register models and data with sncosmo\n", + "models.register_sources(force=True)\n", + "dr1.download_module_data()\n", + "dr3.download_module_data()\n", + "dr3.register_filters(force=True)\n", + "\n", + "# Load models for different masses\n", + "m102 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.02))\n", + "m104 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.04))\n", + "m14 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.4))\n", + "m17 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.7))\n", + "salt2 = sncosmo.Model(sncosmo.get_source('salt2', version='2.4'))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Defining Band Pass Limits\n", + "\n", + "We define the wavelength ranges for a set of fiducial CSP band passes. We define the beginning and end of each band to occure when the transmission drops below 1%." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# A set of fiducial band passes.\n", + "fiducial_bands = (\n", + " 'csp_dr3_u',\n", + " 'csp_dr3_g',\n", + " 'csp_dr3_r',\n", + " 'csp_dr3_i',\n", + " 'csp_dr3_B',\n", + " 'csp_dr3_V',\n", + " 'csp_dr3_Y',\n", + " 'csp_dr3_H',\n", + " 'csp_dr3_J'\n", + ")\n", + "\n", + "trans_limit = 0.01\n", + "band_ranges = dict()\n", + "for band_name in fiducial_bands:\n", + " band = sncosmo.get_bandpass(band_name)\n", + " transmission_limits = band.wave[band.trans >= trans_limit]\n", + " min_wave = np.min(transmission_limits)\n", + " max_wave = np.max(transmission_limits)\n", + " band_ranges[band_name] = (min_wave, max_wave)\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As a simple verification of the above cell, we plot our boundaries against the filter transmission curves." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1440x720 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(2, 1, figsize=(20, 10), sharex=True)\n", + "colors = iter(plt.rcParams['axes.prop_cycle'].by_key()['color'])\n", + "\n", + "for axis, bands in zip(axes.flatten(), [fiducial_bands[:3], fiducial_bands[3:]]):\n", + " for band_name, color in zip(bands, colors):\n", + " band = sncosmo.get_bandpass(band_name)\n", + " axis.plot(band.wave, band.trans, label=band_name, color=color)\n", + " min_wave, max_wave = band_ranges[band_name]\n", + " axis.axvline(min_wave, linestyle='--', alpha=.7, color=color)\n", + " axis.axvline(max_wave, linestyle='--', alpha=.7, color=color)\n", + " \n", + " axis.legend()\n", + " axis.set_ylim(0, 1)\n", + " axis.set_ylabel('Transmission')\n", + "\n", + "axis.set_xlabel('Wavelength')\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Chi-squared Results" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def get_spectra_for_id(obj_id):\n", + " \"\"\"Get spectral data for a given data id\n", + "\n", + " Args:\n", + " obj_id (str): The ID of the desired object\n", + "\n", + " Returns:\n", + " A list of observed MJD dates for each spectra\n", + " A 2d list of wavelength values for each date\n", + " A 2d list of flux values for each date\n", + " \"\"\"\n", + "\n", + " data = dr1.get_data_for_id(obj_id)\n", + " obs_dates = list(set(data['date']))\n", + "\n", + " wavelength, flux, flux_err = [], [], []\n", + " for date in obs_dates:\n", + " data_for_date = data[data['date'] == date]\n", + " wavelength.append(data_for_date['wavelength'])\n", + " flux.append(data_for_date['flux'])\n", + " flux_err.append(.1 * data_for_date['flux'])\n", + "\n", + " return obs_dates, wavelength, flux, flux_err\n", + "\n", + "\n", + " \n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'csp_dr3_u': [1.1323321007355093e+22,\n", + " 3.004299537914051e+21,\n", + " 4.596501022593837e+21,\n", + " 1.0382877418652137e+21],\n", + " 'csp_dr3_g': [3.4403106965674703e+21,\n", + " 1.5315276712026704e+21,\n", + " 4.6006926086459286e+21,\n", + " 1.6284594785016004e+23],\n", + " 'csp_dr3_r': [6.04221608649934e+19,\n", + " 1.8510686945358135e+19,\n", + " 2.7712055199744205e+19,\n", + " 2.904078963684591e+20],\n", + " 'csp_dr3_i': [6.036517679168439e+20,\n", + " 7.087226729703256e+18,\n", + " 3.6777077872778277e+19,\n", + " 9.537128535241168e+20],\n", + " 'csp_dr3_B': [7.275007800545164e+21,\n", + " 4.1174159928880697e+21,\n", + " 5.874296896806283e+21,\n", + " 1.6077551069347067e+23],\n", + " 'csp_dr3_V': [9.999973142299118e+20,\n", + " 4.6341808782593825e+20,\n", + " 5.0974440694615815e+20,\n", + " 3.40754782416391e+22],\n", + " 'csp_dr3_Y': [0.0, 0.0, 0.0, 0.0],\n", + " 'csp_dr3_H': [0.0, 0.0, 0.0, 0.0],\n", + " 'csp_dr3_J': [0.0, 0.0, 0.0, 0.0]}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "obs_dates, wavelength, flux, flux_err = get_spectra_for_id('2005kc')\n", + "modeled_flux = [m104.flux(d, w) for d, w in zip(obs_dates, wavelength)]\n", + "spectra_chisq.band_chisq_spectra(wavelength, flux, flux_err, modeled_flux, band_ranges)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:cmfgen] *", + "language": "python", + "name": "conda-env-cmfgen-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 7d54f6d4612a47578d3e99bc18ed8eda151e2678 Mon Sep 17 00:00:00 2001 From: djperrefort <djperrefort@pitt.edu> Date: Mon, 29 Jul 2019 08:58:38 -0400 Subject: [PATCH 2/8] Adds chisq for entire spectrum --- notebooks/spectra_chisq.ipynb | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/notebooks/spectra_chisq.ipynb b/notebooks/spectra_chisq.ipynb index e3805f3..d8f8960 100644 --- a/notebooks/spectra_chisq.ipynb +++ b/notebooks/spectra_chisq.ipynb @@ -82,6 +82,9 @@ " min_wave = np.min(transmission_limits)\n", " max_wave = np.max(transmission_limits)\n", " band_ranges[band_name] = (min_wave, max_wave)\n", + " \n", + "# For calculating the chi-squared of the entire spectrum\n", + "band_ranges['all'] = (-np.inf, np.inf)\n", " " ] }, @@ -99,7 +102,7 @@ "outputs": [ { "data": { - "image/png": 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7ju/pOD8iIiIiIpKwbr75Zu68885Wz91///2MHTuW/Px8pk2bxqZNm7o4upZUSIpzT639nKfWfu52GM589Fjw08iTY/C4Zwuf5dnCZ6O/ICxnAg22gXsL7uWHr/2Q/ln9efzsx7lt2m30zewLQHJSMqNyR/FxyceO7+04PyIiIiIi0u0EAgHmz5/P+vXrKSgo4Prrr+e6666L+tpYUSFJRCRMfUM9171+Hfd/dD/nHXsej5z5CCfkntCi36jeo9h2YBt1DXUuRCkiIiIiIl3hkUceYdy4cYwfP54FCxbw5JNPMmbMGMaPH8/06dMBWLp0Keeddx5z585lxIgR3HLLLW3ec9GiRYwYMYLTTz+dLVu+Wh0yc+ZMbrzxRmbMmMHdd99NdvZX+7FWVlZijIl4z6VLl/Ltb3+bc845hzPOOOMIRx2Z9kgSEQlzb8G9vLrzVX488cdcNvqyiP+zHtF7BLUNtXxW9hnH9Tqui6MUEREREele7lh1R4dWBLRlZO+R3HDyDRHPb9y4kUWLFvH222+Tl5dHSUkJM2bMYMWKFQwYMIDS0tKmvqtWrWLDhg1kZGRw0kkncdZZZzFp0qQW91yzZg2PP/44H374IYFAgAkTJjBx4sSm86WlpbzxxhtN7XvvvZe77rqL2tpaVq5c2eZ43n33XdatW0fv3r2d/BociemMJGPMXGPMFmPMdmPMz1o5P9gY85ox5kNjzDpjzDdiGY+IdD8Hqg9wX8F9nPHXM7j4uYv5w9o/sKtiV8T+r+18jSXrl3DB8AtYOGZhmxX/AVnBNxLuObSn0+MWERERERH3rVy5kgsvvJC8vDwAevfuzdSpU1m4cCFLliyhvr6+qe/s2bPJzc0lPT2dCy64gLfeeqvVe7755pucf/75ZGRkkJ2dzbnnhr7Ved68eSHta665hsLCQu644w5uu+22NuOdPXt2TItIEMMZScaYZOBeYDZQBHxgjHnWWtt8Z6hfAE9Ya/9ojDkBeAEYEquYRKT7qGuo44GPHuCRTY9QFahicv/J1DfU86cNf+J/Nv4Pl4++nCvHXYk/xd90zWfln3HTWzdxQu4J3Dj5xnafkevPBWB/1f6YjUNERERERILamjkUK9baFv+4fP/99/P+++/z/PPPk5+fT0FBAUCLfm39o3Rb5zIzM1s9fvHFF3PVVVe1GW+kaztTLJe2nQxst9buADDGPA6cBzQvJFng8IK/HOCLGMbjSZecNNjtEJybcFlI05Nj8LhvHf8tZxeE5czLautrWblzJQ9veJjNJZs5c8iZfHf8dzm257EA7K7czT0f3sOS9Ut46dOX+PnJP2dK/yl8Uv4JV718FclJydw18y7SktPafVZuerCQVFxd7ChGx/kRERERERFXzJo1i/PPP58f/ehH5ObmUlJSwoEDB5g8eTKTJ09m+fLl7NoVXPHw8ssvU1JSQnp6Os888wwPP/xwq/ecPn06Cxcu5Gc/+xmBQIDly5fz3e9+t9W+27ZtY/jw4QA8//zzTT+7KZaFpAFA8/UjRcDksD43A/8wxnwfyAROj2E8njQ4N8PtEJzrPTSk6ckxeNygHoOcXRCWMy96fdfr/G3b31i7dy1lNWUMyBrAf8/4b84YErrJXL/Mfiyatohzjz2X/3jvP7j61atJNsnU23ry0vN4eM7DTUvW2pORkoE/2U9xlbNCkuP8iIiIiIiIK0aPHs1NN93EjBkzSE5O5sQTT6S8vJxt27ZhrWXWrFmMHz+egoICpk2bxoIFC9i+fTvz589vdX8kgAkTJjBv3jzy8/M55phjOPXUUyM+f/Hixbzyyiv4fD569erFsmXLYjXUqBlrbWxubMy3gTnW2isa2wuAk62132/W57rGGP7bGPM14E/AGGttQ9i9rgSuBBg8ePDEzz77LCYxx6ONX5QBMProHJcjceDLdcHv/uMAj47B4w5vQDey98joLgjLmdes+HQFP33jp/TN7MukvpM4Z9g5TO4/meSk5Davq6mv4bVdr7HtwDb8yX6+edw36ZPRx9Gz5z41l/yj8rn91NujvsZxfkREREREuqnNmzczatQot8No19KlS1m9ejWLFy92O5SotPZ7Ncassda2Xv1qJpYzkoqA5v/sPpCWS9f+DZgLYK191xjjB/KAvc07WWsfBB4EmDRpUmwqX3HquXVfAh4rwmz8W/C7sSjhyTF43EufvAQ4KFSE5cxLCksL+fmbPyf/qHwemP0A6SnpUV+blpzG3CFzmTtkboefn+vPdTwjyXF+RERERERE4kQsC0kfAMONMUOBz4GLgflhfXYCs4ClxphRgB/YF8OYRCSBWGv5zfu/IT0lnd+f9ntHRaTO0ju9N58f/LzLnysiIiIiIvFj4cKFLFy4MORYcXExs2bNatH31VdfJTc3t8PPWrFiBTfcELrx+NChQ3n66ac7fE8nYlZIstYGjDHfA1YAycDD1tqNxphbgdXW2meBHwNLjDE/Irjx9kIbq7V2IpJwVny6glW7V/GLyb+gtz+2r7iMpFdaLzbt39R+RxERERER6VZyc3Ob3ujWmebMmcOcOXM6/b7RiuWMJKy1LwAvhB37VbOfNwFTYxmDiCSmyrpKfvvBbxnVexQXHn+ha3Fkp2ZTXlvu2vNFRERERBKdtRZjjNthJIwjnb+T1ElxiIh0mkN1h6isq2yzzwMfPcDeqr3cNOWmdjfVjqXstGyq66upra91LQYRERERkUTl9/spLi4+4uKHBFlrKS4uxu/3d/geMZ2RJEfusq8NcTsE506+MqTpyTF43CUjL3F2QVjO3FIVqOIPa//Anz/+M9ZaLhpxET896aekJaeF9CssLeR/N/0v5x93PuP7jHcp2qDs1GwAymvLyUvPi+oax/kREREREemmBg4cSFFREfv2aTvlzuL3+xk4cGCHr1chKc71y+l4ldA12UeHND05Bo/rm9nX2QVhOXPD6t2rueXdW/i0/FPOP+58fEk+/rLlLxTsLeDOGXcyJGcIAIGGAL98+5dkpWZx7cRr3Q2aZoWkmugLSY7zIyIiIiLSTfl8PoYOHep2GNKMCklxrmBXKQD5g3q6HIkDRWuC3wMnAh4dg8et37cegLF9xkZ3QVjOutL6feu5fdXtrNu/jv6Z/VlyxhKm9J8CwIxBM7jprZuY99w8bj7lZs4ceiZ//OiPrN+/nt9O/61rG2w3l5OWA+BonyTH+REREREREYkTKiTFuRUbdwMeK8J8vDz43ViU8OQYPO7Vna8CDgoVYTnrCuW15fyx4I/83+b/o09GH26cfCPnHXseGb6Mpj7TB07nyXOe5Kdv/JTr/3k9v1vzO76s/JJvHvdN5gxx7y0FzTVf2hYtx/kRERERERGJEyokiUiXe/GTF/nN+7+hrKaMi0ZcxLUTriUrNavVvv0y+/Hw3Id5dNOjrNq9igUnLGD+yPlx89aG7LRgIamspszlSERERERERGJPhSQR6TKH6g5x+6rbeXr704zvM55fTPkFI3uPbPc6X5KPy8dczuVjLu+CKJ3pyIwkERERERERr1IhSUS6RMHeAn71zq/4tOxTvjP2O1ydfzUpSd7/X1CP1B6ACkkiIiIiItI9eP9vcSIS1zYXb+auNXfx3pfvkZeex4NnPNi0mXYiSElKITUplepAtduhiIiIiIiIxJwKSXHuO6cOczsE5772/ZCmJ8fgcZeNvszZBWE56yxPbn2S2967jezUbH4y6Sd8+/hvh2ymnSj8KX6qAlVR93ecHxERERERkTihQlKc652Z6nYIzmXmhjQ9OQaP6+Xv5eyCsJwdqbKaMn635nc8te0ppg2Yxh3T72jaSygRpaekO5qR5Dg/IiIiIiIicUKFpDi36pMSAE4e2tvlSBz47J3g9zGnAB4dg8et2bMGgIl9J0Z3QVjOjkSgIcC/v/zvbC7ZzMLRC/nBhB/gS/Id8X3jWXpKuqMZSY7zIyIiIiIiEidUSIpzr23ZC3isCLPtH8HvxqKEJ8fgcW8WvQk4KFSE5exILNu4jA3FG/jtjN8yd8jcI76fFzidkeQ4PyIiIiIiInEiye0ARCRx7CjbwX0F9zH7mNndpogEzvdIEhERERER8SrNSBJJFPu3w2uLICkFBh4LKf4ufXygIcAv3/ol/hQ/N06+sUuf7bb0lHQO1h10OwwREREREZGYUyFJxOuqSmHFTfDRY8HiUX0t7OsPE7v2zWBL1i1h3f51/HbGb8lLz+vSZ7vNn+xnX9U+t8MQERERERGJOS1tE/Gy6nJ49Fuw7i8w+bvwwwK4aBnUlEHJJ10Wxto9a3lg3QOcM+ycbrWk7bB0n7M9kkRERERERLxKM5Li3NUzj3U7BOemXRfS9OQYvKC+Dp5YAF8WwEWPwMizgseHz+GK51KhtCz6e4XlLBq7K3fzwe4P2FWxi4c3PEz/zP78fPLPHd8nEfiTne2RdMXYK2IYjYiIiIiISOyokBTnevg9+Np0f3ZI05NjiHfWwks/gx2vw7mLvyoiASSnkDXqm/Dho1BzENKy2r9fWM7aUlFbwe2rbufZwmebjk3uN5k7pt9Bj9QeDgaROJy+tS0rNYqciIiIiIiIxCEVkuLc29v3AzD1OA/tObPj9eD3sJmAR8cQS/u3Q8WX4EsPboxdXwdrl0LFHsg+Gj5fE9zrqO8JMPIcOP6Mlvd4dzF88BCc8n2YsKDF6feOHgXrG5iy4zUYdU77MYXlLJJDdYf4txX/xtYDW7l8zOWcPexs+mf2J8uXhTGm/eckqPSUdKoCVVhro/o9vPflewBM6T8l1qGJiIiIiIh0KhWS4txbXizChBUlPDmGWKjYDc/+ALataHkuJR16Doad78Kgk6GhHjb9HdY+ApP/Hc5YBMmNf1zffwD+8Qs44Ztw+q2tPuq9umJI9zNl/9boYouikGSt5bb3buPjko+55+v3MGPQjOju3Q34U/zU23oCDQF8ye3PwHvvCxWSRERERETEm1RIEukKezbC/307+Ia1034BgydDoCb4hrWGehg8BbKOCr2mvg5e/jW8dy8c+BSm/QjW/i8UPAojz4bzH4CkCPvlJ6dCahaU7Oi0ITyz/RmW71jO1eOvVhEpTHpKOgCHAofISc5xORoREREREZHYUSFJJNaK1sCjF4AvA/71Jeg/Lrrrkn0w9zeQOwye/wlsfSm4FG7qtfD1X341QykSf08o7pxC0q7yXSx6fxFT+k/hynFXdso9E4k/xQ9AdaCanDQVkkREREREJHGpkCQSS4WvwV/+BTLz4NJnodcxzu9x0hUw5FQo3QW5x0LvodFdl94TigqdP68Vj295nPqGem6behvJScmdcs9E4k9uLCTVR7/htoiIiIiIiBepkCRypApXwgd/gqNPhNTM4F5IZUVQUghffAhHnQD/8jfI7t/xZ/QZEfw4kd4TDu6O/s1tEdTW17K8cDmnDT6Nvpl9O3yfRJaanAoEf1ciIiIiIiKJTIWkOHft6cPdDsG5mT8PaXpyDNHa8lJwxlFqBnz8XPBYkg9yBkCP/jD7P2DiZeDv2uVOV+dfDakD4MPn4cAn0G9s2xeE5ay5lbtWcqDmAN8a/q1OjjJxpCWnAdEXkq7OvzqW4YiIiIiIiMSMCklxLi3Fg8uIUtJCmp4cQzRKd8HfroS+J8Clfwdrg8f9OeDy8q/U5FTIa5zBVFzYfiEpLGfNPbX1KY7OPJqvHf21TowwsaQmNc5IaoiukHR4BpOIiIiIiIjXqJAU5177eC8Ap408qp2ecWTrP4Lfx58BeHQM7QnUwtP/DrYevr0M0nu5HVGIfxb9E+qqmA7RvbktLGeHfX7wc9778j2uzr+aJBPhDXGCL9kHRD8j6Z9F/wRg+sDpMYtJREREREQkFvQ3wzi36tMSVn1a4nYYzux8J/hp5MkxtCVQA0/9G3z2Fpz139Fvft2F1u5Zy9qSzZDZJ7i0rT1hOTvsxU9eBODcY8/t7BATyuGlbTX1NVH1X7tnLWv3rI1lSCIiIiIiIjGhGUkiTuxaBct/CHs3wZz/hPEXux1R2zKPgsriDl/+wicvkN8nnwFZAzoxqMRzeKlaXX2dy5GIiIiIiIjElmYkiUTjwGfw5EL402yoOgDzn4CveWDD5IzeUNWx2WDbD2xn24Hr65zvAAAgAElEQVRtnDn0zE4OKvE43SNJRERERETEqzQjSaQ9ezbBQ6eDbYAZN8ApP4C0LLejik56L9i3pUOXvvDJCySZJM4Yckb7nbu5wzOSol3aJiIiIiIi4lUqJIm0JVATfDNbagZ8ZyX0HOx2RM50cEaStZYXP3mRyf0mk5eeF4PAEsvhQlK0m22LiIiIiIh4lQpJce6GuSPdDsG5028OaXpyDId98CfYsx4uedxTRaRrJ14b/OHALcGleNaCMZEvOP3mkOb20u0UHSziirFXxCzGRHJ4aVtdQ3R7JDXlR0RERERExGO0R5JIJA318P79MPgUGOHRfYLSe0FDAGoqHF22es9qACb3nxyLqBKOlraJiIiIiEh3oRlJce6lDbsBmDumn8uROLB5efB71DmAR8cAsPUlKP0MZt/qdiSOvfrZqwDMyugdPFBVAv7syBeE5WzNnjX0y+ynt7VFyenStqb8HDMrZjGJiIiIiIjEgmYkxbmPikr5qKjU7TCc+XxN8NPIk2MAePdeyB4II892OxLH1u9fz/r96yG9sZB0qJ19ksJztu8j8vvkY9paDidNUpJSSDbJUReSmvIjIiIiIiLiMVHNSDLG9AMGN+9vrX0nVkGJuG7n+/DZ2zD3dkj28MS9phlJB6K+ZH/VfnZX7mbMqDExCioxpSanarNtERERERFJeO3+DdkY8xvgX4CPgfrGwxb4RgzjEnHXW3cFZ/NMuNTtSI5MuvNC0sb9GwEYk6dCkhO+JB+1DSokiYiIiIhIYotmqsW3gOOttdWxDkYkLmx7Obg/0td/CamZbkdzZNJ7Bb/bW9rWzIbiDSSZJEb1HhWjoBJTWnKaZiSJiIiIiEjCi2aPpE+i7NeCMWauMWaLMWa7MeZnEfpcZIzZZIzZaIz5c0eek8hSk5NITfbYVlbJacFPI0+NoXQXLL8W8kbAKd93O5oOS01ODW4AfbiQVNVOIalZztbvX8+wnGFk+DJiHGVicbK0rSk/IiIiIiIiHhPNjKQK4ENjzCtA07utrbXXtXWRMSYZuBeYDRQBHxhjnrXWbmrWZzjwc2CqtfaAMeaoDowhof1o9vFuh+DcaT8Pacb9GA7ug90fwdYV8OGjYC18eymkpLV7aby6Ov/qrxppOe3PSGrMmbWWjfs3MnPQzNgFl6CcLG0LyY+IiIiIiIiHRFNIeqnx49TJwHZr7Q4AY8zjwHnApmZ9vgPca609AGCt3duB54h03K5VsOwcCFRDih9GnQuzfgk9B7sdWefJ6BX1Hkl7D+2ltKZUy9o6IC05jZr6mvY7ioiIiIiIeFi7hSRr7Z+MMSnAcY2HtltrA1HcewCwq1m7CJgc1ud4AGPM20AycLO1tiNFq4T17EdfAHDu+KNdjsSB9X8Nfo+9EIjjMRzcC09cCj36wbn3QP988Ge7HVWnePGTFwE4c+iZwQ2321va1pizwtxgjo7reVxbvaUVqcmp1NXXRdU3JD8iIiIiIiIe0u7GNcaYU4HtwJ+Ah4GtxpipUdzbtHLMhrVTgOHATOAS4CFjTM9WYrjSGLPaGLN63759UTw6cWz+spzNX5a7HYYzezYEP43icgzWwnM/Ci75mvcoDJ2eMEUkgC0lW9hSsiXYSO/V/tK2xpztKN0BwLCew2IcYeJxsrQtJD8iIiIiIiIeEs0OyL8DvmGtnWqtPQU4C7g7iuuKgEHN2gOBL1rp83drbZ219hNgC8HCUghr7YPW2knW2kl9+vSJ4tEi7Vj/V/j4Ofj6TdBvrNvRxFZGFDOSGhWWFZKTlkOuPzfGQSWe1ORULW0TEREREZGEF00hKbX5BtnW2s1ANK8b+gAYbowZaoxJBS4Gng3r8wxwGoAxJo/gUrcd0QQu0iFln8O6J+DvV8PAk2HKNW5HFHv+nlBdFlXXHaU7ODbnWIxpbUKhtMWX5CPQEM2qXxEREREREe+KZrPttcaYB4D/bWz/P+DD9i6y1gaMMd8DVhDc/+hha+1GY8ytwGpr7bON584wxmwC6oGfWmuLOzIQkTbt2wIv/AQ++Wew3X88/L8nIDmaPwIel5oBtYfa7WatpbCskNnHzO6CoBJPSlKKCkkiIiIiIpLwovlb9L8DPwCuJ7jv0T+Be6K5ubX2BeCFsGO/avazBa5r/EgrstI8WOhI6xHSdH0MNQfhsUuCby6b9atgEWnwKcECS4LKSs36qpGaBfU1UB+IXDhL60FJfRVlNWUcm3Ns1wSZYHxJPuoaottsOyQ/IiIiIiIiHhLNW9uqgf9q/EgXu+Y0D74969QfhzRdH8NLP4OSHXDZchh6qruxdJErxl7xVSM1M/hdVwnJOa1fcOqP2bH7A/jsL9pou4OczEgKyY+IiIiIiIiHRCwkGWMes9ZeYoz5kJZvW8NaOyGmkYl0hk1/hw//F6Zd122KSC34Gmde1VaCP0IhCfis/DMAhmQP6YKgEo/2SBIRERERke6grRlJP238vrArApHW/XVNEQAXThzociQOFPw5+J0/H+jCMdRVwZcfQaAaeg8LLmV79gdw9AQ47cbYPjvO/H373wE477jzgkvboO19kgr+TNGXr5NiUuib0bcLIkw8KUkpUS9tC8mPiIiIiIiIh0QsJFlrixp//AKottZaY8yxwAjgH10RnEDhvoNuh+Dc/q0hzS4Zw5frYOlZUFP+1bHkVMjqCxc+DMm+2McQRz4p++SrxuGlbbVt5GH/Vj6v2EX/rP4kJyXHNrgE5WRpW0h+REREREREPCSaXZDfBKYbY3KANwi+se1i4NJYBiYStYYGeP46SEmD8x8DfzbsWhWcnTRnEeR4aDZXLKQ2W9rWhqJAJQN7juyCgBKTlraJiIiIiEh3EE0hKclae8gY86/AYmvt7caYglgHJhK1d++Bog/gm3+Ekd8IHhsyzd2Y4snhpW11bSxtAz6vr2RWjwFdEFBicvLWNhEREREREa+KqpBkjDkJmA9c2XhMa1/EffV18Npv4K27YOTZMO5ityOKT1EsbatsqONAQy0Ds7r57K0j4GRpm4iIiIiIiFdFU0i6DrgFeN5au8EYM4zgcjfpAr0zUt0OwbmM3JBmTMZw4FN44tLg8rUJl8JZv4OkpM5/jkf18vf6quFrf2lbkS+4h9QAzUjqMF+Sj3pbT4NtIMm0/d9iSH5EREREREQ8pN1CkrV2JbASwBhjgD3W2qtjHZgEfWf6MLdDcO6U74c0O30Mez+G/5kLtgHmPQqjzunc+yeAy0Zf9lUjire2fX7sdNj5FIOyBsU4ssSVkhT832mgIUBqctvF05D8iIiIiIiIeEi7UziMMY8YY7KNMRnARuATY8x1sQ9NJII3boeGevjOayoiRSOKpW1FFcGXNA7I0oykjmpeSBIREREREUlU0awFGmutLQe+CfwDGAgsjGVQ8pXHVu3ksVU73Q7DmTVLg59GnTqGkh2w6e8w6XLIPbZz7pmA/rr1r/x161+DjZQ0MEltLm37fMcrZCalkpOW00URJh5fUnB5YDQbbofkR0RERERExEOi2SMp1RiTApwH/NFaW2uMaYhxXNJoZ0nbb9qKSwc+DWl26hjefxCSUmDyVZ13zwR0eIYRAMYEl7e18da2Lw/tpn+Sn+DqVemIwzOSoikkheRHRERERETEQ6KZkfQQsBPoBbxhjBkMRF4jIxIr1sLHz8FxsyG7v9vReEtqZptL23bXV9EvOb0LA0o8WtomIiIiIiLdQbuFJGvt76y1R1trz7DWWmAX8PXYhyYSZu8mKNsFx89xOxLvSc1sc2nb7vpD9EvO6MKAEo+TpW0iIiIiIiJeFXFpmzHmEmvtY8aYH0To8ocYxSTSuq0rgt/Dz3A3Di/yZUR8a1t1oJoDDbX0T1Eh6UhoRpKIiIiIiHQHbe2R1Kvxu09XBCKt65ftdzsE53ocHdLstDFsXQH987WsLQpHZRwVeiA1K+LStj2H9gDQL1O/1yPhpJDUIj8iIiIiIiIeEbGQZK29r/H7l10XjoS77JQhbofg3OQrQ5qdMoa9m2HXe/B1/ecYjfmj5oceSM2EQ8Wt9t1duRuAfmMviXVYCc3J0rYW+REREREREfGIdt/a1ri59veAIc37W2sviF1YImHeWRxcnjXpX92OxJtSM4L7S7WiqZCU2a8rI0o4WtomIiIiIiLdQbuFJOBZ4BHgZaAhtuFIuGXvfAp4bGbS+w8GvxtnJh3xGPZvh3V/gUmXQ0bvI4+vG/jz5j8DzWa+pGZF3Gz7cCGp78bn4GtXd0l8ichJIalFfkRERERERDwimkJSrbX2rphHIq3aXV7tdgjOVXwR0uzwGBrq4csCePJy8GfD1B92QnDdw95De0MPpGZG3CNp96Hd9E5KI61yb6vnJTpOlra1yI+IiIiIiIhHRFNIuscY8wtgBVBz+KC1dl3MohJpaIBHL4Adr4MvEy5bDjkD3Y7Ku9p4a9vuyt30TU7v4oASz+FCkpa2iYiIiIhIIoumkHQ8cAVwJl8tbbPA9FgFJcKa/wkWkWbeGNwXKUsvDzwiqVlQXwP1dZDsCzm1u3I3g1RIOmLaI0lERERERLqDaApJFwFDrLU17fYU6Qw1FfDKzTB0Osy4HoxxOyLvS80MftdWQnrPkFN7D+1loi/PhaASi5OlbSIiIiIiIl4VTSFpHdCDZsvapOsM7p3hdgjO9RoS0nQ8hq0roKYcZv5cRaQOGtgjbBlgamMO6g6FFJJq62spry0nr+eYFnkTZ5zMSGqRHxEREREREY+IppCUC3xsjHmf0D2SLohZVNLkkpMHux2CcxMXhjQdj2HTM5DVDwZN6byYupkLj78w9EBqVvA77M1tJdUlAOQdOxvCrxFHnMxIapEfERERERERj4imkLQo5lGIHFZzELa9DCcugKQkt6NJHL7GGUlhb24rrioGINef29URJRztkSQiIiIiIt1BNIWkd4Bqa601xhwLjAD+Eduw5LAl/9wBwHemD3M5EgfeuSf4fcr3AYdj2LYCAtUw+puxiq5bWLZxGQCXjb4seMDnD37XVYf021+1H4C87SuhaENTzsS5w4WkaGYktciPiIiIiIiIR0RTSHoTmG6MyQHeAD4ELgYujWVgElRyqNbtEJw7VBzSdDSGDX8LLmsb/LVODqp7OVB9IPRASuNb2QJVIYeLqxtnJNVWQ0No3sQZJ0vbWuRHRERERETEI6JZO5RkrT0EfAtYbK09BxgX27CkW6ouCy5rG30+JCW7HU1i8TUWkiLMSMpN9nd1RAnHnxL8HVYHqtvpKSIiIiIi4l1RFZKMMScB84HnGo/pb/nS+T5+AeprYMy33I4k8fgizEiqKqaHrwdpRn+kj5S/sRhXFfY7FhERERERSSTRFJKuA24BnrfWbjDGDCO43E2kc619BHoeAwMnuR1J4kk5vEdSaJFjf9V+ctO10XZnMMaQnpKuGUkiIiIiIpLQ2t0jyVq7EljZrL0DuDqWQclXju2T5XYIzuUdH9KMagxFq2HnOzD3djAmRoF1H0NzhoYeaFra1nKPpNz03BY5k47xJ/uprm+/kNQiPyIiIiIiIh7RbiHJGHMcwVlJQ5r3t9aeEbuw5LALJw50OwTn8ueHNKMaw9t3gz8HTvyXGAXVvZx33HmhBw7PSAqbLVNcVczxvY5vkTPpmPSU9KiWtrXIj4iIiIiIiEdE89a2vwJ/Ah4F6mMbjnRLG56Czc/CjJ9BWg+3o0lMETbbLq4qJvdoLW3rLP4Uv/ZIEhERERGRhBZNIanBWntPzCORVt372nYArjntOJcjceDN/w5+n/pjoJ0x7NkIz/4ABk2G6T/pqggT3kPrHwLgirFXBA8k+yApJWSz7Zr6GirqKshLz2uRM+kYf4o/qj2SWuRHRERERETEI6IpJP3dGHMl8DRQc/igtbY8ZlFJk4M1AbdDcK6mIqQZcQzlX8CjFwZnIV34P8Fih3SKg7UHWx5MSQ/ZI6m4qhiAXH8u7P2iq0JLaNEubWs1PyIiIiIiIh4QTSHp8D+Z/7LZMQsM7vxwpFt57z6o3AdXvgY5A9yOJvH5/CGFpAPVBwDo7e/tVkQJx5/ip6y6zO0wREREREREYiaat7YN6opApBsqfB0GT4F+Y92OpHvwpYdstl1aUwpAT39PtyJKOOnJ6eyp3+N2GCIiIiIiIjETzYwkjDEjgRMA/+Fj1to/xyoo6QYO7oU962HWr9yOpPsIW9p2uJCUk5bjVkQJJ9qlbSIiIiIiIl7VbiHJGPML4AxgJLACmAO8BaiQ1AVG9c92OwTn+o4JabY6hk/+GfweNjPm4XRHI3qPaHkwbGlbWU1wCVZOak6LnEnHRPvWtlbzIyIiIiIi4gHRzEiaB+QDa621C4wx/YEHorm5MWYucDeQDDxkrb09Qr8LgSeBk6y1q6OKvJs4d/zRbofg3NgLQ5qtjqHwNfD3hP75XRRU93Lm0DNbHkxJD3lrW1MhKS2nRc6kY6J9a1ur+REREREREfGApCj6VFlr64GAMaYHsBsY1t5Fxphk4F7gTILL4i4xxpzQSr8ewA+A950ELh73+WoY/DVISnY7ku7D54e60D2Sevh6kJIU1QpXiYI/OTgjyVrrdigiIiIiIiIxEU0h6UNjTE/gYWA1sApYG8V1JwPbrbU7rLW1wOPAea30+w/gv4D2/xm/G/rdy1v53ctb3Q7Dmdf+M/hp1GIMgRoo3g59W9QVpZPcV3Af9xXcF3rQlxE6I6m2jOy0xmWHYTmTjsnwZWCx1DbUttmv1fyIiIiIiIh4QJtTEYwxBrjZWlsK3GuMWQFkW2ujKSQNAHY1axcBk8PufyIwyFr7nDHmJ85C7x5q6xvcDsG5+pqQZosxFG+HhgAcpUJSrNTWt1LISPG32Gy7Z1rjG9vCciYdk56SDkBVXRVpyWkR+7WaHxEREREREQ9oc0aSDa7PeK5Ze3uURSQA09otm04akwT8Dvhxuzcy5kpjzGpjzOp9+/ZF+XiJW3s3B7+PGuVuHN2NLz1kaVtZddlXhSTpFBkpGQBUBipdjkRERERERCQ2olnatsoYM6ED9y4CBjVrDwS+aNbuAYwBXjfGfApMAZ41xkwKv5G19kFr7SRr7aQ+ffp0IBSJK3s3Q1IK5A53O5LuJcUfeWmbdIoMX7CQdKjukMuRiIiIiIiIxEbEpW3GmBRrbQCYBnzHGFMIVBKcaWStte0Vlz4AhhtjhgKfAxcD8w+ftNaWAXnNnvc68BO9ta0b2LsZco+DlFS3I+lewmYkhSxtk06R6csEoLJOM5JERERERCQxtbVH0ipgAvDNjtzYWhswxnwPWAEkAw9bazcaY24FVltrn+3Ifbub8QM9+Bf9ARNDmi3GsHcT9B/fhQF1P2PzxrY86EuHukNgLQFbT0VtxVeFpLCcScccXtrW3oykVvMjIiIiIiLiAW0VkgyAtbawoze31r4AvBB27FcR+s7s6HMS2dwx/dwOwblR54Q0Q8ZQVwUHPoXxF3dtTN3MrGNmtTyY4gcs1NdSEQgWOnLScoLnwnImHXN4RtKhQNuFpFbzIyIiIiIi4gFtFZL6GGOui3TSWntXDOKRRFf2OWCh1xC3I+l+fME3ilFXRWltKdCskCSd4vAeSVraJiIiIiIiiaqtQlIykEXrb1+TLnLHSx8DcMPckS5H4sArNwe/Tw9+h4yhbFfwXM6gFpdJ5/n9mt8DcO3Ea786mOIPfgeqKaspA/hqaVtYzqRjot0jqdX8iIiIiIiIeEBbhaQvrbW3dlkk0j00FZIGuhtHd9Q4W4a6Q02FpJxUzUjqTNEubRMREREREfGqpDbOaSaSdL6yIsBA9tFuR9L9+BpnJNVVU1oTXNqmt7Z1rtSkVJJNcrubbYuIiIiIiHhVW4Uk7QYrna+sCHr0h2Sf25F0PymNeyQFqpoKSTl+zUjqTMYYMnwZ2iNJREREREQSVsRCkrW2pCsDkW6ibJeWtbml2YykspoykkwSWb4sd2NKQJm+TBWSREREREQkYbW1R5LEgZOH9HY7BOcGnxLSDBlD6S4YMKGLA+p+JvRt5Xec8tVb28pqyshJzSHJNNaSw3ImHZeZktnuHkmt5kdERERERMQDVEiKc6eNPMrtEJw7/oyQZtMYGhqg/HM44VwXgupepg+c3vKgL3RpW05as2VtYTmTjsvwZbS7R1Kr+REREREREfEAFZLiXE2gHoC0lGSXI3EgUBP8TkkDmo2haj/U10LOILci6zZq62sBSE1O/erg4UJSXTVltWWhhaSwnEnHpaekUxWoarNPq/kRERERERHxgLY225Y48PtXtvH7V7a5HYYzr/9n8NOoaQxlRcED2iMp5u4ruI/7Cu4LPZjSuEdSILi0LeSNbWE5k47zp/jbLSS1mh8REREREREPUCFJuk55YyEpe4C7cXRXzWYktVjaJp0mmhlJIiIiIiIiXqVCknSdg3uD3z36uRtHd9VUSDrUckaSdBoVkkREREREJJGpkCRd5+BewEC6B99Elwga39pWW1dJVaBKM5JiRIUkERERERFJZCokSdep3AsZuZCsPd5dkZQEyWmU1pQCaEZSjKiQJCIiIiIiiUx/o49z047LczsE54bNDGk2jeGDfZB1VJeH0x1NOXpK6yd86ZTVVgCEzkgaNjPmMXUX/hQ/dQ11BBoCpCS1/r/YiPkRERERERGJcyokxbmpCVBIahrD63shs0+Xh9MdTekfqZCUQWndQUCFpFjJSMkAoDpQTVZqVqt9IuZHREREREQkzmlpW5yrqK6jorrO7TCcqS4Pfho1jaFSM5K6ysHagxysPdjyhM9PWV0lELa0LSxn0nHpjXtRtbW8LWJ+RERERERE4pwKSXHuvtcLue/1QrfDcOatu4KfRk1jOLgPMlVI6goPrX+Ih9Y/1PKEL4OyxgJHSCEpLGfScdEUkiLmR0REREREJM6pkCRdwldfBXWVkKWlba7ypVNaHyxwZKdmuxxMYvKn+IG2C0kiIiIiIiJepUKSdImMupLgD5qR5C5fOmUNNaQmpTbNnJHOFc2MJBEREREREa9SIUm6RGZTIUkzklzly6CsoY6eaT0xxrgdTUJSIUlERERERBKZCknSJZoKSVra5q4UP6U2QHaalrXFigpJIiIiIiKSyFLcDkDadtoIDy4FG35GSPO0EUfRZ0vjm+e0tK1LnDrw1NZP+DIopT50o21okTPpuMOFpEOBQxH7RMyPiIiIiIhInFMhKc6dPLS32yE4d8wpIc2Th/aGz4KvnNfStq4xse/E1k/40ik3liHhhaSwnEnHZfmyADhUF7mQFDE/IiIiIiIicU5L2+JcSWUtJZW1bofhTGVx8NOopLKW6rLd4O8JKakuBtZ9HKg+wIHqAy1P+NIpNZCTlhN6PCxn0nGZvkwADtYdjNgnYn5ERERERETinApJcW7JmztY8uYOt8Nw5t17gp9GS97cwY6duyDDg7OrPGrZxmUs27isxXGb4qc0yZCTGlZICsuZdFx6SjoGQ2VdZcQ+kfIjIiIiIiIS71RIki7hD1RAei+3w+j2qlJ8BIyhZ+PyK+l8xhiyfFltFpJERERERES8SoUk6RL+QHlwaZu4qjQp+Ec+J8XvciSJLTM1k4O1kZe2iYiIiIiIeJUKSdIl/PXlkK5CkttKjQUgJ0mFpFjSjCQREREREUlUKiRJl/AHKjQjKQ6UESwk9UxOczmSxJbhy1AhSUREREREElKK2wFI2+aM7ud2CM6NPCekOeeEvqS/f1B7JHWhWYNntXq8zAYAyEnyhZ4Iy5kcmSxfVptL2yLlR0REREREJN6pkBTn8gd5cBbPwIkhzfyjksHWa2lbFxrbZ2yrx0sbC0k9w//oh+VMjkymL5Pdlbsjno+UHxERERERkXinpW1xbndZNbvLqt0Ow5nyL4KfRvv2Nv6FWkvbusyeyj3sqdzT4niZrQMgBxN6IixncmSyfFkcrIs8IylSfkREREREROKdCklxbtm7n7Ls3U9djsKhVQ8GP42e+2Bz8AfNSOoyj338GI99/FiL46X11WQ0NOCrD4SeCMuZHJlMXyaH6g5FPB8pPyIiIiIiIvFOhSSJOX+govEHFZLcVlZfTc/6BmijyCFHLtOXSWVdJQ22we1QREREREREOpX2SJI2Fe47yJ/f38m2vQc5fdRRXDRpEH5fsqN7+APlwR+02bbrSgOHyGlogLoqt0NJaFm+LCyWqkAVmb5Mt8MRERERERHpNCokSUQvrP+Snzz5EYEGy9E5fn71941s/rKC/7zA2UbB6U2FJM1IcltZoJKchnrNSIqxzNRg8ehg7UEVkkREREREJKFoaZu0atMX5fzw8Q8Z2a8Hb15/Gq//9DQunzqEv3ywky27KxzdK61eS9viRVndwcalbZqRFEtZviwAKgOVLkciIiIiIiLSuTQjKc6dPa5/lz+zNtDAdU8UkJOeykOXnUTvzFQAfjhrOH9b+zm/XbGFhy6bFPkGoy8IaY7p3YDdlYJJ1cyMrjJ36NxWj5fWlAeXtgXC3gQYljM5ModnIVXWtl5IipQfERERERGReKdCUpwbfXROlz/zidW7+Hh3BQ8smNhURALomZHK/MmDefCfOyiprA05F6L/uJBmn+QqyOgFxrTeXzrdyN4jWxxrsA2U15aT00DLpW1hOZMjc7iQdLDuYKvnW8uPiIiIiIiIF2hpW5zbWXyIncVdt59NdV09i1duZ+IxvTjjhL4tzp8z7mjqGywvbvgy8k1KPgl+GlWWFVPny45FuBLBropd7KrYFXKsorYCi6WnSWm5tC0sZ3Jkmpa21bU+I6m1/IiIiIiIiHhBTAtJxpi5xpgtxpjtxpiftXL+OmPMJmPMOmPMq8aYY2IZjxc99sFOHvtgZ5c979H3PmN3eTU/OWMEppUZRKP69+DYPpks/+iLyDdZuyz4abRv3272BtJjEa5E8NTWp3hq61Mhx0prSgHoaXwtZySF5UyOTLkcnDMAACAASURBVNPStgiFpNbyIyIiIiIi4gUxKyQZY5KBe4EzgROAS4wxJ4R1+xCYZK0dB/wV+K9YxSPtO1BZyx9e3caM4/vwtWNzW+1jjOHscUfz/icl7Kuoieq+aYFyqlN6dGao0gFlNWUA5CSlQl11O73lSLS3tE1ERERERMSrYjkj6WRgu7V2h7W2FngcOK95B2vta9baw1Mj3gMGxjAeaccfVm7jYE2Am84a1Wa/2Sf0xVp4Y+u+qO7rD1RQnaylbW47PCMpJzmt5Ywk6VTtzUgSERERERHxqlgWkgYAzTcBKWo8Fsm/AS/GMB5pw66SQzz63mdcNGkQx/dte/bQCf2z6dMjjde27I3q3v76CqpTVEhy2+EZST2T/S33SJJOlZqcSmpSqmYkiYiIiIhIwonlW9tae0WXbbWjMf/y/9m78/CmzjNv/N+j1fIm78Y7Zo/BYLawBwikkI2GJM1CF8jSpgnTdJpOO3mTt23aJu20w6TTvkkm7W+ajTR7E0JIGhog7PtiFoMdA8a2bLzKi6zVks7vD1lCsmVbsrVY1vdzXVz2OXrOOY/0SMK6dT/3A2AOgKX93P49AN8DgPz8/ED1j9w8/8VXkAgC/nXlpEHbSiQClk9Oxz/ONcBqs0MmHSAeabdDae2CWRYfwN7SULimtsnjmJEUAvGKeBj4OBMRERER0SgTzECSBkCe23YugD4VmgVBWAngaQBLRVH0WnRHFMW/APgLAMyZM8drMGq0umvWQElcgVFW34EtpXV45IbxGKOO8emY5ZMz8N5xDU5Ut2HeuF71lGbcf+13SxcksGNSAWcthtKa8Wv67Gs3t0OAgASFGujQeN7oPmYUEHHyOHRaOr3e5m18iIiIiIiIIkEwA0nHAEwUBKEQQB2A+wCsc28gCMJMAH8GsFoURd/mSUWZCRnBLVItiiJ++1k5klRyPLZ8vM/HLZyQBkEAjlRp+waS0idf+93kyIJJS8sIRHfJR+OSxvXZ125uR6IyEVJFItDUK8DhPmYUEGqFut9AkrfxISIiIiIiigRBq5EkiqIVwL8A2A7gAoD3RFEsEwThV4IgOL+O/08A8QDeFwShVBCErcHqT6S62KTDxSZd0M6/r7IF+y+24Ac3TkRijNzn49QqOSZnJuDYFW3fG5srHP8AwOQo8HzVrAxEd8lHl9sv43L7ZY99neZOqBVqQJkAmHs9p9zHjAJCHaNGR08gtTdv40NERERERBQJgllsG6IofiaK4iRRFMeLovhcz76fi6K4tef3laIoZoqiWNLzj/M9evn7yTr8/WRdUM4tiiL+64uvkJOkwrfmF/h9/NyxKThZ3Qarze55w+m3Hf8AV0bS7pru4XaX/LD10lZsveQZl20ztyEpJulaIEl0myXqPmYUEGqFGh0W74Ekb+NDREREREQUCYIaSKKR7cuKJpyubccPbpwAhcz/p8KcscnQW2wobxggY6onkMRi2+HXbm5HijLFEUiydwNWryXJKEDUSrWrwDkREREREdFowUBSFHvxy0vITVbhrtlDK4Q9d2wKAHif3uZkdExtM0kTh3QNCpw2kzMjqWcsek9vo4BSK9XQWXSw2W3h7goREREREVHAMJAUpU5Ua3Giug0PLy6EXDq0p0F2kgrZ6hicqG7rv1FPRpKJGUlhJYoi2kxtSFYmOzKSAMDsvRA0BUaSMgkiRHR1d4W7K0RERERERAHDQFKU+svey1Cr5PjGnLxhnac4V42y+gECEj2BJIs0bljXoeExWo2w2C1IjnEPJDEjKZgSFY7Mr3Zze5h7QkREREREFDiycHeABnb/3PyAn/NiUxf+eb4RG5dNQJxyeE+B4hw1tpc1otPUfW3Vt1nrrzUwtcOuSMR91xcO6zrkn7sm3eWx3WZ2ZI0lKZMAmZepbe5jRgGhVqoBwGudpN7jQ0REREREFCkYSBrh8lNjA37Ol/dcglImwQOLxg77XFNzHB+Wz9d3Yv64VMfOFLegkakDElVSUO4H9S8vwTPTrM3kCCQlxyQDUi9T21IY6Au0gQJJvceHiIiIiIgoUnBq2whXVt+BsvrArfykaTNgy6k63Dc3H6nxymGfb1q248PyuTq3Pl494/gHAKYOGGXxAb0PNLhybTnKteWubY9Akrepbe5jRgGRpEwCAHRY+j73e48PERERERFRpGBG0gi37cxVAMDUnoDNcL345UVIBAGPLB0XkPOlJygxJjHGM5BU9qHjZ9Z0wNiOpu4YbDtzNWD3gQb3edXnAIApKVMAXKvTk6xMBiQqRyP3QJL7mFFAqBX9ZyT1Hh8iIiIiIqJIwUBSFKnVGvD+cQ3WzctHlloVsPNOy1HjbF0/GUemDpilaQG7Fg2NMyMpKSYJEBSOnVy1LagSFI7ML2+BJCIiIiIiokjFqW1R5I87KyERBDy6bHxAz1uUnYiqFj1M3ba+N5o6YJbFB/R65L82cxtkggwJ8gRApgQkcq7aFmRSiRQJigQGkoiIiIiIaFRhIClKVDbq8OFJDb6zoCCg2UgAUJSVALsIVDR4CUyY2mGSJgb0euS/NlMbkmKSIAgCIAiOOkkMJAVdkjLJa40kIiIiIiKiSMVAUpT4w46vEKeQYePyCQE/93VZjkDR+au9pkrZrIClCyZmJIVdu7ndVfwZAANJIaJWqF31qYiIiIiIiEYD1kga4dYvGDvsc1xq7sI/zjVg47IJSI5TDL9TveQlxyJOIcUFZyDp+u85fvbU4JkxoQATZ44N+HWpf/dPud9ju83U5lixzUmZ6BlIco4ZBZRaqUanl1pUvceHiIiIiIgoUjCQNMKNUccM+xx/2XMZCqkEGxaNHX6HvJBIBEzJSrwWSErMdvxsveTYTEpDYgDuB/kuMy7TY7vN3IaJSROv7eidkeQcMwqoRGUianW1ffb3Hh8iIiIiIqJIwaltI1xpbTtKa4c+Naau3YgPT2lwz5w8pMUrA9gzT9dlJaD8qg6iKAKaE45/Rke/L+sVw7oP5L+zzWdxtvmsa7vd1N4rIynBc9U255hRQCUrk10r5rnrPT5ERERERESRgoGkEW57WQO2lzUM+fgXdl2EgMCv1NbbdVmJ0Jmt0LQZgfJPHP8MLQCA/fXisO4D+W9nzU7srNkJAOi2d6PN3IaUmJRrDXpnJDnHjAIqPTYdum4djFajx3738SEiIiIiIookDCSNYrVaA94/Xot75+YhOymwK7X15iy4fcG94LbeEUgyyJO9HUIh0mpsBQBkxGZc2xmTyGLbIZCuSgcAtPQEVYmIiIiIiCIdA0mj2Eu7L0IiCHhseXCzkQBgcmYCBAG4cNUtONHz4dkoT+rnKAqFJkMTgF6BJK7aFhLpsY5AUpOxKcw9ISIiIiIiCgwGkkYpRzaSBvddn4csdXCzkQAgTilDQUosyht6ZSRJFbBIYoN+fepfs6EZwLXsGACOQJLVBFgtYepVdMhQOYJ3zjEgIiIiIiKKdAwkjVIv7b4EiRD82kjurnNfuQ0ADFogNg0QhJD1gfpyZsM4s2MAALGpjp96BjiCyfmYNxv5OBMRERER0eggC3cHaGDfXTLO72MaOkz4+wkNvjEnNyTZSE5TxiTi87IG6Gc/ijiFDPj4MSAudUj3gYZn/dT1rt+bDc2QClLPYtsJWY6fXQ2AOgdY8IMQ9zA6JCoSoZQq0ahv9NjvPj5ERERERESRhIGkES4lTuH3Mf/fvsuwiSK+vzR02UgAcF1WAkQRqNApMCs/2TG1LTZtSPeBhic55lqB8yZDE9JUaZAIbgmI8ZmOn7qe1fTiUkPYu+ghCAKy4rJQr6/32O8+PkRERERERJGEgaQR7miVFgBwfWHKIC0d6tqNePNwNe4oyUFeSmhrEzlXbmsp+xIQxziKbacU+n0faPhONJ4AAMzOnI1mY7NnoW3gWkaSM5BUfdDxs2BhiHoYPXLic1Df5RlIch8fIiIiIiKiSMJA0gj3ZYWjvo2vQZj/2l4BEcATX5sUxF55l5usQkKMDMqqzwB5OqBvBWJT/b4PNHz7NPsAOAIVTYYmFCQWeDaISwcgXAskVf7T8ZOBpIDLjs9GWWuZxz738SEiIiIiIookLLY9ihyt0uLDU3V4cFEhcpJCVxvJSRAETM1ORLPODNhtgEXnKLZNYdVsbPZcsQ0ApDIgPsNRI4mCKic+B+3mdui79eHuChERERER0bAxkDRKGCxW/OSD08hLUeEHN04IWz+Kc9Ro1VtgsxgcO1h7J6xMVhM6zB19p7YBjjpJOgaSgi0nPgcAoNFpwtwTIiIiIiKi4WMgaZT4/ecVqG414Pd3zUCcMnwzFqflqGGzi+jUdTp2MCMprJzLzjuXofeQkMVAUggUqgsBAJc7Loe5J0RERERERMPHQNIocLRKi9cPXcH6BQVYMD68GUBTs9UAAF2nM5DEjKRwci47n6HykpGUkAl0NfbdTwFVqC6EVJCisq0y3F0hIiIiIiIaNhbbHuEeWzZ+wNudU9pyk1X46eopIepV/8alxeE1yVrkyCuQj8+BuDQ8tmxcuLsVdR4ufhgA8M9qRxHtvMS8vo0SsoCuJsBmBRY/EcruRRWFVIGxiWM9AknO8SEiIiIiIoo0DCSNcAkx8gFv/49/lKNGa8Db350f1iltThKJgLHZWWjRHnLsiE0b9D5Q4MUr4gEAVzquQCFRIDsu20ujTAAioG8GErNC28EoMzF5Is62nHVtO8eHiIiIiIgo0oQ/8kADOnCxBQCwaELfWkNHLrfijUPVeHBRIeaPGzlTyNYmXURSXSlEpQqCKnnA+0DBcfjqYQBAVWcV8hPzIZVI+zZK6Ake6a4CLRWO38ctC0n/os3E5In4/Mrn0HfrESePc43P/Kz5Ye4ZERERERGRfxhIGuH29xOEMVtt+D8fnUVusgr/tmpSOLrWrwXCGYhCNQzxeYiTSPq9DxQ8h+sdgYorHVcwIamfVfwSxjh+6q4CmmOO38ctC3rfotHEpIkAgMq2SpRklLjGh4EkIiIiIiKKNCy2HaFe+vISLjfr8dzaYsQqRlY8cIxaBbWgx1VpTri7EtXsoh0anQZj1WO9N0ibCEAAGstC2a2oNDG5J5DUzoLbREREREQU2RhIikAXm3R4afdF3FGSjaWTvCzrHmYxUgFqQY9yMzOQwkln0cEqWjE2caz3BsoEIG0SUH8qpP2KRtnx2VAr1TjbfHbwxkRERERERCMYA0kRxmy14V/fLUWcUob/e1tRuLvjnVkHKUQc7UyCxWoPd2+iVru5HQD6z0gCgOyZDCSFgESQYHbGbBxrOBburhAREREREQ0LA0kR5j/+UY5zdZ34z7tnIC1eGe7ueGdyBDAqrRk4cKklzJ2JXh2WDgDoPyMJcASSdFcBc1doOhXF5o6ZC02XBnVddeHuChERERER0ZCNrOI61Me/rpzo+n17WQNePXAFGxaOxU1FmWHs1SBy5wHn/o5meQ7+cfYqfn3HtHD3KOo8VvIYntj9BHLic6BWqvtvmD3T8bPwBmDSqtB0LkotzlmM3x37HXbX7sZjJY+FuztERERERERDwoykEU4pk0Ipk+JKix4/ef80pueq8dQt14W7WwPrqAFkMZh+3XX45/lGSAQBSpmX5ecpaARBwPHG41iYvXDghmOKAUECNJwFZCM0w22UGKsei0J1IXbW7IRCqoBCqgh3l4iIiIiIiPzGQNII92V5E/5x9ioe2XwCEomAF9fNgkI2woet+hAQm46bp+eg3dCNF3ZV4svypnD3Kqq8ef5N6Lv1gweSFLFA7lzg1JvAV9tD07kodvu423Gs4Rjer3gfezV7w90dIiIiIiIiv43wiAQdutyK33x2AZVNOrxw/yzkpcSGu0sDs+iBhjOASo2lk9KRk6TCO8dqcbSqNdw9iyq7anYBAK7Pun7wxnMeBHT1wOl3g9wrWjtxLRQSBd4ufxsnG0+GuztERERERER+C2ogSRCE1YIgVAiCcFEQhCe93K4UBOHdntuPCIIwNpj9iTQWqx07LjSits2I395ZjMUT08LdpcFV/AOwdwMZ10Ehk+DRZePR2GlGbZsx3D2LGqIoolpXjQxVBhIViYMfUHQHIIsB6k8Cohj8DkaxNFUa7p9yPyrbK9Ggbwh3d4iIiIiIiPwWtECSIAhSAC8CuBlAEYD7BUHovV79QwDaRFGcAOAPAH4XrP5EmlqtAQ++dgyXm/VYOD4V987ND3eXfHPmXUCRACTmAAC+MScX8UoZ9nzVDK3eEubORYddtbvQZmrD5JTJvh0gjwFyZgNtVcDB/xfczhEeK3kMCYoE7KzZifOt58PdHSIiIiIiIr8EMyPpegAXRVG8LIqiBcA7AL7eq83XAbze8/sHAFYIgiAEsU8j3sUmHX7+8TmsfH4PjldrsWxyOmbkJYW7W96JImDQAm3VjmLNO38FVH4BZEwBeoZRKZNi1dRM6M1WPPDaMVxp0Ye506Nbo74Rvz/6eyQpkzAhaYLvB+bOBVInAl/8DPjoUaCpnNlJQRIrj8XXCr4GiSDBNz/9Jn596Nc42XgSZps53F0jIiIiIiIalCyI584BUOu2rQEwr782oihaBUHoAJAKoCWI/RoR/rq/CqZuG7rMVjR2mHC1w4QarQF17UbIpQLWzszBv66chM2Hq8PdVQe7HTj4JwAioG8BGsuAuhOAudOzXcm3AJVn4CsjMQY3FY3BwYstuOkPe7BgfBqKshIxNTsRt8/IDt19GKVqOmvwRfUXuNJ5BTtrdsJmt+HG/BshEfyIEwsCMHk1INwKHHoROP0WkJDtCAom5gCxKY5Ms7hUR00lGpYkZRLunHgnjFYjPr70Md776j3IJDKMTRyLzLhMjIkdg1RVKpRSJZRSJdZPXR/uLhMREREREQEABDFIWQeCIHwDwCpRFB/u2f42gOtFUfyBW5uynjaanu1LPW1ae53rewC+17M5GUBFUDpNoZCGKAgU0oD4HIhuHH/icyC6cfyjG8ef+ByIbhz/ka9AFMX0wRoFMyNJAyDPbTsXQH0/bTSCIMgAqAFoe59IFMW/APhLkPpJISQIwnFRFOeEux8UPnwORDeOP/E5EN04/tGN4098DkQ3jv/oEcwaSccATBQEoVAQBAWA+wBs7dVmKwDnnI27AewSg5UiRUREREREREREwxK0jKSemkf/AmA7ACmAV0RRLBME4VcAjouiuBXAXwFsFgThIhyZSPcFqz9ERERERERERDQ8wZzaBlEUPwPwWa99P3f73QTgG8HsA404nKJIfA5EN44/8TkQ3Tj+0Y3jT3wORDeO/ygRtGLbREREREREREQ0ugSzRhIREREREREREY0iDCQREREREREREZFPGEgiIiIiIiIiIiKfMJBEREREREREREQ+YSCJiIiIiIiIiIh8wkASERERERERERH5hIEkIiIiIiIiIiLyCQNJRERERERERETkEwaSiIiIiIiIiIjIJwwkERERERERERGRTxhIIiIiIiIiIiIinzCQREREREREREREPmEgiYiIiIiIiIiIfMJAEhERERERERER+YSBJCIiIiIiIiIi8gkDSURERERERERE5BMGkoiIiIiIiIiIyCcMJBERERERERERkU8YSCIiIiIiIiIiIp8wkERERERERERERD5hIImIiIiIiIiIiHzCQBIREREREREREfmEgSQiIiIiIiIiIvIJA0lEREREREREROQTBpKIiIiIiIiIiMgnDCQREREREREREZFPGEgiIiIiIiIiIiKfMJBEREREREREREQ+YSCJiIiIiIiIiIh8wkASERERERERERH5hIEkIiIiIiIiIiLyCQNJRERERERERETkEwaSiIiIiIiIiIjIJwwkERERERERERGRTxhIIiIiIiIiIiIinzCQREREREREREREPmEgiYiIiIiIiIiIfMJAEhERERERERER+YSBJCIiIiIiIiIi8gkDSURERERERERE5JOgBZIEQXhFEIQmQRDO9XO7IAjCnwRBuCgIwhlBEGYFqy9ERERERERERDR8wcxIeg3A6gFuvxnAxJ5/3wPwP0HsCxERERERERERDVPQAkmiKO4FoB2gydcBvCE6HAaQJAhCVrD6Q0REREREREREwxPOGkk5AGrdtjU9+4iIiIiIiIiIaASShfHagpd9oteGgvA9OKa/IS4ubvaUKVOC2a+oZTFaAQAKVTifFpHFbNADAJSxcSG5HsfIU6gf/97sOh0AQJKQEJbrk3+iebzsJsd7hySG7x2RxmrVQbTYIZXEcfzCTkRXVznk8lQolRl+Hdnd3Q6T6dr3pwpFZp9zGI3VkEhUfp87XKxWx3uqTBZ576kmkwkAEBMTE+aeEI1efJ1FphMnTrSIopg+WLtw/kWiAZDntp0LoN5bQ1EU/wLgLwAwZ84c8fjx48HvHRERERFRj5bW3Th9+iEkJ83HrFl/8+vY+vr3caH8Sdd2fv53kZ11N+x2CxISigAAO3eNBwCsuJF/5xIRUXgIglDtS7twTm3bCuA7Pau3zQfQIYri1TD2J+rZuu2wddvD3Y2IYu3uhrW7O2TX4xh5CvXj35vdYoHdYgnb9ck/0TxeotUO0cr3jkhkt5thsxg5fiNAS8tOAECn7hz0+kuw262DHqPXX4bRWAOTucFjv9XaicNHVuHosduD0tdQsNvNsNvN4e7GkFitVlitg48fEQ0dX2ejW9AykgRBeBvAMgBpgiBoAPwCgBwARFF8GcBnAG4BcBGAAcADweoL+ebotioAwIK148Pck8hx6H3HN5JL1m0IyfU4Rp5C/fj31vL/XgAAZPz4ibBcn/wTzePVucPx5ZJ6dWGYe0L+ulz1J5gvtyPX9jDHL4xEUURL805IpfGw2bpw+MjXkJe7AZMm/azfY8zmZhw+cpPX20yma0n4RmMNYmLyvLYbyS5X/QkAMGH8T8LcE//t3r0bALBy5crwdoTIT7W1tRgzZgzkcrlP7a1WK44dO4bJkyfj7bffxpQpU7BixYog99KBr7PRLWiBJFEU7x/kdhHAxmBdn4iIiIgoELq6zsNsacR1U34Lg7EG1dX/g1rN60hPvwnJyfO9HlN15U/9ns9ovFYv6eCh5cgac2fA+0xEkUer1eLDDz+ERqPBmDFjcNddd0GtVuPtt9/G9OnT8fHHH2P27Nm4/XbfshkPHjyIXbt24dixY9BqtWhubsa0adOQmZkZ5HtCox2rNhIREVHUs5ttMFVoYShtBkQRKfdOZnFrcunoPA0ASE5eiOzse5CftwGHj9yCk6e+iaKi/0LWmDs82p498yjMlkZXBlNv3d2tHts6XVlw7wARjXhXr17Fn//8Z9d2Q0MDtm3bhtWrV6OqqgpVVY6ZCSdOnMCCBQuQlpY24PkuXbqEI0eOAIDHFLPGxkY0NDRg8uTJEVEIu7u7GxqNxlW8mwIjJiYGubm5Pme39ca/kIiIiCiqdR25io5PL0O02AGZBLDa0fJaGdIfLoYgC2c5SRopdLoyyGRqxMTkAAAUijTMnfMRTpy8B5cu/SfUiTMRG1sAALh0aRPMlkYAwNSiTThz9vtIT1+F3Nxv49SpbwG4tuKZU3d3ewjvDVHw2O121NXVwWazoaGhAYIgoLi4GLGxseHu2oh3/vz5Pvuqq6uxdevWPvs//vhjPPTQQ/2ey263Y/Pmza7tbreaoleuXMHJkycxadIkrFu3bpi9Dj6NRoOEhASMHTsWguBt4XfylyiKaG1thUajQWHh0KbNM5BEREREUau72YD2rZegyE+E+msFUOQlwFjWAu3bFejcUc26RASbzQCtdj8SEoo8PsSoVDmYWvQ8Tp/5Hg4dvhEyWQKSkxehre0gAEChSEd6+k24YckpyGQJA34AsnS3BP1+EIXC3r17XbVxnA4fPoxHH30UCoUiPJ0KIlEUYTKZUFVVhXHjxg05w8dsNuPw4cMe+woLC6HRaHD1at/1qLq6+mY6uuvo6PDYNhqNUCqVMJvNuHjxotc2I5XJZGIQKcAEQUBqaiqam5uHfA4Gksgl97rkcHch4uQXl4T0ehwjT6F+/HuLW7ggrNcn/0TzeCknJIW7CyOSaBfR9mElBLkUqeumQJrg+JATOyMDpoo26PbVQTU9HYrs+LD1MSV5ISxZXVDGcAzDwW634lTpAzCZNBg79rE+tycnz8OsmZtx4uR9sFp1aG7+HABQMuNVqNWzAQByeaKr/aJFB6Bt3YsL5f/H4zyiaOtz7rq6d5CSshAqVX4g71LApCQvDHcXhmzcuHHh7kJI2e126HQ6WCwWpKWlBe0DuU6nw4EDB5CcnIxly5YhJSUFra2t2LJlCw4cOIDly5cH5brhIooiNm/ejMuXLwMAMjMz8cgjj0Ai6ZvJ2tLSgpMnT2L58uVepxI1Nzd7ZA0BgFQqxerVq/HJJ5/0aa/X69HR0QG1Wu21b21tbX32xcTEwG63o7Oz07UdTIF8nTGIFHjDfUwZSCKXvCkp4e5CxCkIcSCDY+Qp1I9/b3ELojcwEYmiebxiJjAI7Y3+eAMsVZ1IvmuiK4jkpL65EOZL7Wh9/TyS1k5AzKRkCJLQ/yGbkrII4Ft/2HR1nUdHx3FMmvQL5GTf67VNYuJ0LF92Hu0dJ1Be/n9hsTQjJWUxBKHvh8kY5RjX9Lj+iKIdNpsR5RVPQ6UqwMIFuwJyXwItJWVRuLswZNEQSBJFEadOncKePXtgMplgNpsBAGvWrMGsWbOCcs0jR46gu7sb3/rWt5CamgoAyMvLQ2VlJfbt24fCwkKMHTs2KNcONaPRiAMHDriCSICj9tDly5cxYcIEAI4AXlVVFf7+97/DYDAAAGJjY1FWVoY1a9YgOTnZFcxpaXFkJWZkZKCpqQkAIJFIvGZxzZ07F8eOHcMf/vAHPPjgg8jP7xtsNhqNffYpFApYrVZXwCrYNYei4XUWzTjxn1wsRissRuvgDcnFbDDA3PMfQyhwjDyF+vHvzdbVaDinbgAAIABJREFUBdsgqcU0ckTzeNlNVthNfO9wZ+u0oOOzKijHqRE7p+/qNdIEBVLWXQebvhutr5Wh9c0LMJ5v9XKm4LJadbB0tXP8wqS72/GtfmLCtEHbJqln4/q5W7Fo4V6vQSQnuXzgyKDdboLF4vggabOF7/+4wVituj61niKFyWQalYV7RVHE/v37sWnTJvz+97/H1q1b0dHRAbvdjhtvvBEAPAIfgdTV1YUjR46gqKjIFURyuu222xATE4OjR48G5drh8Oqrr2L//v199r/55ps4duwYurq68Pzzz2Pz5s2uIBIA7Nixw1VU+/nnn3c9D0+fdhT0z8jIcLWVyWRes5cSE69lOV65csVr/2y2vlmOMpnMI1sq2K+B0fo6C4ZnnnkGmzZt8nrbyy+/jOLiYpSUlGDx4sVea2k5HT9+HI8//niwuumBGUnkcuLzagDAgrXjw9yTyHF0y3sAgCXrNoTkehwjT6F+/Htr/fNfAAAZP34iLNcn/0TzeOl2O5YaZ72fazq/rIHYbUfS2gn9pncrCxKR9eRcdGy7DENpM0znW5Fy32SoZqSHLM3+SvXLMF9uR67tYY5fGFh6AklyuW9ZfRKJHMDAK+DIFQOfy2YzwGx2BJJkMu/TVkaCK9UvAwAmjP9JmHviP2cAYOXKlWHuSWCdPHkSO3bs8NhXWFiI+++/HwqFAg0NDaitrQ3Ktffs2QOr1YoVK1b0uU2lUmHKlCk4d+4crFYrZLLI/ghqMBhcWUPefPrppzCZTIPWMbJYLLh06RKysrJcK7K5B44yMzO9BpLcC5f3N57uq7Q5SSQSSKXSAdsE0mh9nYWS1WrFunXr8P3vfx8AsHXrVjzxxBP4/PPPvbafM2cO5syZE5K+RfarmIiIiMhPdqMVhhONiJ2RDnn6wCsJSeMVSL53MlTFaWjdfAHadyqQIgiInZEeot5SOHX7GUjyhVw2WCDJBLO5see6IzeQRCNPRUUF4uLi8N3vfhd1dXVIS0tDZua1jMv8/HycP39+wNo6Q9Ha2ooTJ05g9uzZfbKRnCZNmoSTJ09Co9FE/PS26mrHF7sZGRmYPXs2/vGPfwAAli1bhjNnzkCr1WLnzp19jnOftrZ06VLs3bsXFRUVruyh22+/HXV1dQCA1NRULF682LXtJJfLPaa71dbWQhRF15cb58+fR2NjI+Lj+9b2k0gkHhlJdrt9yI9BuDT85jcwXygP6DmV103BmKeeGrDNG2+8gU2bNkEQBEyfPh1r1qzBL3/5S0ilUqjVauzduxevvfYaPvroI5jNZlRVVWHdunX4xS9+0e85n3vuObzxxhvIy8tDeno6Zs921NVbtmwZFi5ciAMHDmDNmjX48Y9/7DpGr9cP+EXW7t27sWnTJmzbts3PR8F/DCQRERFRVNEfa4BosSN+0cC1apwEQUBM0bUPR507axhIigKiKKLbogUggUyWOGh7X0mlSkya9AsoFZk4e65vAW+bzQBzz9Q2+QjOSKKRxWazobq6GkVFRUhKSkJSUt8C/Xl5eQAcwYdABpKOHj0KQRCwdOnSftvk5DjebxsaGiI+kOSsZ/TQQw9BqVQiPT0dcrkceXl5WLp0KX7961/Dbrfj+uuvx5IlS/DWW2/h6tWrmDZtGnbtctQ8W758Odra2nDmzBlX/aopU6agvr4eADB//nxIpdI+NZK6u7uhVCpd2yaTCTabDTKZDKIo4r33HNn6q1at6tNvQRA8MpIiMZAUDmVlZXjuuedw4MABpKWlQavVYunSpdi+fTtycnLQ3t7uanv06FGcO3cOsbGxmDt3Lm699VavGUInTpzAO++8g1OnTsFqtWLWrFmuQBIAtLe3Y8+ePa7tF198Ec8//zwsFovrORRuDCQRERFR1BBtIroO1kNRqIYix/fV2ARBQPYzC6Dbo4Huy1pc/c9jSP3mdf2u6Gaq0EJRqIZEIfV6O41sZksL9u+fB4lEAbk8acCaR0ORl/sdGAzVXm+z202w9ExtEyQDT5Mjctq7dy/MZjMmTZrUb5sxY8ZALpejpqYG06YNXvfLF6Io4sKFC5gwYQISEhL6bRcfHw+FQuF1NbFIsn//fuzcuRMqlcoV0HEvKi0IgitAM27cOI/HRK1WY/Xq1Rg/3lGiYs6cOThz5gwqKioAOFZRc2abiKIIAB6BHyf3QBIA/O53v8OSJUs8+qHT9a1fJgiCR0aS8xqRZLDMoWDYtWsX7r77bqSlpQEAUlJSsGjRImzYsAH33HMP7rzzTlfbm266yZWVd+edd2L//v1eA0n79u3D2rVrXdMU16xZ43H7vfd6Lu6wceNGbNy4EW+99RaeffZZvP766wG9j0PBYttEREQUNYznW2BrNyNhcbbfx0piZJD3BI5srSboD1/12s7abkLLq2VofqkUhtP919GgkatL5yhmardbAjqtzZ1C4fiwkZ7umTlgsxlgNNX1XJ+Fask3Z8+eRX5+PqZMmdJvG6lUipycnIDWSdLr9ejs7ERh4cA13ARBQHx8PPR6fcCuHQx2ux2trX0XVtDr9bBara4aVL7UeXIWxXYGh1QqFebPn4/0dEdGa35+PhYvXuxqI5VKXW2dwSj3wI+TtyylXbt2oaGhwbXPWyBJIpF4TItiRpJv3KcOOr388st49tlnUVtbi5KSEtdzpne7gaahDXRbXFyc1/333XcftmzZ4mvXg4oZSeRSMM37nGbqX+HM0BQzc+IYeQr1499b/NIbwnp98k80j1fMZK4f79S1vx7SlBjEXDe091Nl4bUpTpZaHSz1XZClqTwyj+xdjqWVuxsM0L5dAdXUNAiyoX13l5q6DN2WLsTEcAxDqbv72lSFYAWSZLJ4rLjxEjp159DcvN2132YzXgtk2cxBuXYgpKYuC3cXhmzixInh7kLAVFdXo76+HlqtFiUlJYMuBJCfn499+/bBbDb3yWwZCuc0L2e2xkDi4uJGfCBpx44dOHjwIB5//HEoFAqcPn0aFy5cgEaj8WjnLVDjpFAoYLFYXMEAZ70ibxlAzsfNedtQMpKc3ANJZ8+e7XN77+dGsANJo+V1tmLFCqxduxY/+tGPkJqaCq1Wi7a2NsybNw/z5s3DJ5984grOfvHFF9BqtVCpVNiyZQteeeUVr+e84YYbsGHDBjz55JOwWq345JNP8Mgjj3htW1lZ6XosP/300xHzuDKQRC7ZE/vOpaaB5V4XmLRgX3GMPIX68e8tNkSrIlBgRPN4KQtZZwUAzDWdsFR3Qn3bOAiSoa26Jo1XIPtXC6H7sha6L2vR9KdTUE5KRvqDjvcjURRh01k8jrFqTZBnDFzUuz/JSXMBvvWHnLPINgDI5cEdAIXcEdSMi5sIvb4SJvNVGE01AACbfeQGkpKT5oa7C0NWUFAQ7i4ERHNzM1599VXXdnb24JmW+fn5EEURNTU1AflA6gwkObNsBhIXF+c122ekMJlMOHjwIADgzJkz2L17t9d2arUa8+fP7/c8Dz/8MMrLy10ZSbfeeiuUSqXXrK3e2UVFRUU4evSoq617RtLGjRs9pr/1NlimmftxMpks6Ku2jZbX2dSpU/H0009j6dKlkEqlmDlzJjo7O1FZWQlRFLFixQrMmDEDpaWlWLx4Mb797W/j4sWLWLduXb8rqM2aNQv33nsvSkpKUFBQgCVLlvR7/RdeeAE7duyAXC5HcnLyiJjWBjCQRG6MXY4/fFXxikFakpOhswMAEJsYmg9pHCNPoX78e7P2zPOXJQfn22oKrGgeL5vekSEjjYvueitd++sgKKWIm5s5eOMBSBRSxM3JhO5Lxx/t3RodRLsIS60OLa+WAXbPb51tneYhB5IsFi1sBisU8uSoH79gKT39IMzmZswseR0KhSPzyz2QJJEMP2tjIDExWZg/bzskEgUOHlqOioqfAQCk0vgRPbXNYtECgOsxiyTOrJj+po9EilOnTgFwBHGSk5N9KmJdUFAAmUzmkeUwHA0NDVAqlQPWR3KKi4tDTU3NsK8ZLBcvXnT9XllZCcCRjZKSkgKpVIp33nkHAPCjH/1owPNkZGQgIyPDta1Wq3HXXXd5bSuXe76vjx07Fs8884xr2z0jyRmscwaAEhISPDKjBsqSAjyntsnlclitVtjtdq/T5wJhtLzOAGD9+vVYv379oO0yMjLwwgsv+HTOp59+Gk8//XSf/b0DmH/84x99Oh/gWPFt2bJlPrcfDtZIIpfSL2pR+kXg5kxHgxPbPsKJbR+F7HocI0+hfvx7077yKrSvvDp4QxoRonm8uvZp0LVPM3jDUczaZoLxXAvi5o2BRDn879FkqSpk/HAWJHFy2A1W1D21H9q3yiGarBAtNo+2Lf97Dq2bzw/pOjW1f8XlY3+M+vELBlG0o6lpO1pb96Cr6zyaW75w7ddq97vaSSTB//ImLm4CpNJrwUa1ejZSU2/wCCTp9ZegqXsr6H3xVU3tX1FT+9dwd2NIDh06hEOHDoW7G0NWVlaG119/3ZU9s3HjRqxbt86nuj1yuRyFhYW4dOlSQPqi0WiQk5PjUzAiLi4OBoNhRNbmOXr0KD744APXtrMo+Lx58zB16lRXEXP3lbUCoXdGUm/eHleZTIannnoKq1ev9thvMBgGPFfvjCQguNPbIv11RgNjRhIRERGNel0HHUsqxy/0v8h2fxRZcYhfkIXOHT3TkDrMgADAy0I4xrJWrwU7KXw0ms34qvJXru3y8qcgk8bDbGlCR+cp1/5QBJIc11G5fk9JWQKTsdajRtKx43fCZutCdtY3IPFhNbfu7g5IpaqQ9Z+Cp6mpCS+99BIA4KmnnsL777/vuu3666/3+3yFhYWorKxER0cH1OqhZ3XbbDY0NjZi0aJFPrV31goyGAyu372ds7S0FE1NTTAajdBqtbjlllt8mrY3VFarFZ999hkAIDc3FxqNBgaDAUql0hXokUgkeOqpp3wK1vmjd0ZSb95qJAGOAJS/fXEPSjmPPX/+PKZPn+7Xeci7DRs2YMOGDR77WltbsWLFij5td+7c6VrdbSi2b9+Of//3f/fYV1hYiI8+Ct0X7AwkERER0ahmN1mhP9oAVXE6ZEkxAT23JMHzQ3riygJ0fuF9WXdY7YDc+4cCCi2LpQVVV/pOPzhX9niffaEKxEil1wJJMmkcJFIlbG4ZSTZbFwDAau10rfjmTWvrPsTEZONU6Xrk5n4bYwu8F3ClyOFcKQwA/vu//9v1+wMPPDCkOjTOZeKvXLmCGTNmDLlfer0eoigiKcm3OmLOKU56vR5yuRybN2/GDTfc4Mr2ARyZQdu3b/c4bu/evbjvvvuG3M/BlJeXA3AswV5SUoJf//rXEEWxT7BrsOyhoRhKRpKTv4EkQRBcRbydAawPP/yQgaQgSk1NRWlpacDPu2rVKqxatWrwhkHEqW1EREQ0qumPN0I025CwOCfo15L1qoUkz732QcRutvVuTmEgiiIulD/tCswAQHHxS5gw/t+RlDQPAJCb823I5Y7aPxIhNIEkQbj2Z7lUFgeJJAZ2L8W2rdbOAc9TenoDDh/5GszmqzCbGwPeTwqtCxcu4KuvvnJtO6cvPfbYY0MuZpyRkQGVSjXs6W1dXY7XkK81cJzturq6oNFooNFo8OGHH7puP3nyJLZv3w61Wo2f/OQn+PnPf46FCxeioqJi0Po/Q1VRUeGa0paRkQGJROIKsvhS92m4Bnvs+stI6n2bL1MLvU1tIxoqBpKIiIho1BLtIroO1EExNhGKvMB/KIiZmOyYztZDovL8o19wy0ASTQwkjQRdXefR0rIDhYX/isTEmQCAtNQVKCj4HmbNfBPF017EuHE/gkRwfJgUwjA1TCqNhVSi9Fps+6vKZ2Gzea+FYrd7rsIkit1B6R+FjnPZ+cTERPz0pz917R/OtBiJRIKioiKcPXsWdXV1Qz5PZ6cjqOlrwMU9I+nq1asAri1l39bWhq1btwIAjEYj4uLiIJFIMHv2bIii6CosHmgXLlxw/e7MQHIGWUJRJFqlUg14+0DTod2DRzExMX61ZyCJhovPIHIZVzL4sp3kacL1C0J6PY6Rp1A//r0l3LQyrNcn/0TzeKmmpoW7C2FjLGuFrc2MpFvHBeX8spQY5P52CTRP7gMASGJkyPzxbLS+cR7WZiNgu1bIdCgZSenpX4PVrocqJnrHMNCam3cAkCA7627k5qyD0VQHicTxJ7EgSJCR0VPAtidDKBw1hmTSeEgkMRBFG+x2q6t/ANDauhtXqv+M8eP6rhzV3a312LbbgxdISk//WtDOHWxTpkwJdxd81t3tGMOHHnoIsbGxWL9+Pbq7uwfMVPHFypUrUVFRgW3btuHhhx8e0vkaGx0Zb87VxAbjLZBkNjuy7srKylztbr/9dtfvqampGDduHE6cOIHFixcHfIWxqqoq1+/OQJIzI8kZnAm2W265BWlp/r/Huz8WSqUSBoMBSUlJrkLhvQmC4Ao0uQeSglW/L5JeZ+Q/BpLIJbMwMdxdiDhZEyaH9HocI0+hfvx7U3FOeUSJ5vEKRiZOJBBFEV17NZCmxCCmaOjf3vtDiJFBnqaCLCUG1mYjYmdmwFLjmJIhmq2DHN2XOnEGwLf+gDGbm6CpexPJSde76gwlxA/8YSdUU9vcSXtqJAGA3W6CROJZq8ViafF6nMXS7LEt2i3B6SB6npsRKjc3N9xd8FlbWxsyMzNdRbELCwsDcl6VSoXVq1fjgw8+wIEDB3DDDTf4fY6mpiYkJSW5sop8uaZEIoFOp0NDQwMAwGQyoaurC5cuXUJ8fDz+7d/+rc9xs2fPxvvvv4+LFy961FMaDrvdjq+++godHR2YN28eFixY4AquOH+GKpA0lILpgGf2kXMMBhoL9/buRb5tNltQMpQi6XVG/uPUNnLpajOjq63vXHzqn07bAp3W+x9zwcAx8hTqx7+37sZGdDey/kSkiObxsnWYHSuKRRnj6WZYanVIXJYHQRLc1dKU4xwf8iSqng8iYxzfvMtSVcj4lxIAgH0IU9tM5gYYmmuicvyCoerKi7BadZg8+Zc+tHYUpQ1LRlJPjSTAEUiy9woI2W1Gr8eZewWS7EGc2mYyN8Bkbgja+YOps7PTNS1rJLNYLLhy5YrPGT/+mjZtGoqKirBnzx60trb6fXxjYyMyMzN9bi8IAjIyMlBfX4/29nbX9LxNmzahqqqq3ylyU6ZMQXx8PI4fP+53H72xWq3YvXs33nnnHQBAVlaWR8FwZ8DF1wBZuLhnJDmLdstkMnznO99x7XcPPPY3tc1mC86060h5nY0EzzzzDDZt2uT1tpdffhnFxcUoKSnB4sWLcf78+X7Ps3v3bqjVapSUlGD69OlYuXIlmpqagtJnBpLI5exuDc7u1oS7GxGl9PNtKP18W8iuxzHyFOrHv7e2N/+Gtjf/Frbrk3+ieby6DtWj61B9uLsRUnaLDR2fVUGeE4/YOb5/0Bmq1PVFSH1gKqRxjm951TcVIGXdFCgnJkFQOqaMiEOY2qbRbEZV6Z+jbvyCwWxpwdWr7yNrzFrExU3w+bhwBJKk0jhIewJJly//N7q72z1uN5pqvR5nMXt+udI7ABVIGs1maDSbg3b+YDp69CiOHj0a7m4Mqr29Hd3d3QHLwvHm5ptvhkwmwyeffOJXQKGzsxMtLS1+BZIAIC0tDY2NjbDZbJg1a5bHymhGo/cAqVQqRUlJCSorK70GJux2u2sKoC9+//vfY+/eva7t3rWQnI9DqDKSBvPNb34TP/jBD/rs9xZIkkqlHvvXr1+PMWPGAPBctc09kGS3X5uCHUiR8jobyaxWK9atW4ezZ8+itLQUP/3pT/HEE08MeMySJUtQWlqKM2fOYO7cuXjxxReD0jdObSMiIqKIYzzfCtFig6IgEVK1sk/Gke7LWtg6LUhZNyXo2UgAIFHKoJqc4toWZBLETndkEUhiHH9ude6oRuzMjKD3hbyrrfkr7HYLCgq+59dxgkQ+eKMAk8rikZTkmO7S1PxPZGff43G70ej9SyXnlDdBUEAULUGd2kbB5wyaOKe1BUNCQgJuvvlmbNmyBZ999hluu+22fuvl7NixA+fOncMPf/hDV02j4uJiv64XExPjChglJSVBrVa7Vn8bO3Zsv8fNmjUL+/fvx44dO7B27VpXH0VRxOuvvw6dToe1a9ciNze33/63t7ejpqYGFovn66J3MMwZSBopGUkTJ070ut/9frpnJPWuI+VsF+qMpGDY995XaKntGryhH9Ly4rHknoGDtW+88QY2bdoEQRAwffp0rFmzBr/85S8hlUqhVquxd+9evPbaa/joo49gNptRVVWFdevW4Re/+EW/53zuuefwxhtvIC8vD+np6Zg9ezYAYNmyZVi4cCEOHDiANWvW4Mc//rHrGL1e73M9K1EUodPpMGGC71+c+IOBJCIiIgop4/lWtH96GYqceKTc53+gx9ZlQevfLgC2nqlHsTLEFKVCvXospPEKWFuN0O3TILYkHcqxwfsA5itnRpK1te8KXBQaev0l1NS+ijFj7kBsrH81ZsJRI0kmjYVSkYZJE3+Gryp/Da32oMft3lZzAwCrtaPnN8cHw2BObaPgMxgcq/MFe/WwkpISNDc348CBA5g0aRImT/Zeg3L//v0AHAGZlpYWxMbG+j3tzj3LJyEhAVaro3bcDTfcgMWLF/d7XEpKCpYtW4bdu3cDAO644w7o9Xp88MEHqK6uBgD89a9/xT333IOioiKv53jhhRdc1wMcU+YKCwuRmOhZiG6kZST1x9uqbd4CSc5t92Lb7jWSzp07h+Li4pCsUheJysrK8Nxzz+HAgQNIS0uDVqvF0qVLsX37duTk5KC9/VrG6NGjR3Hu3DnExsZi7ty5uPXWWzFnzpw+5zxx4gTeeecdnDp1ClarFbNmzXIFkgDHa2zPnj2u7RdffBHPP/88LBYLdu3aNWB/9+3bh5KSErS2tiIuLg6/+c1vAvAo9MVAEhEREYWEaLXDWNYK7TvlgAgYW03oSLiMpNvH+3Uew6kmwCYi5d7JsJussNToYDjVBNP5ViTdPh6Gsy0QJALUNwemKO1wCfJrf9SL3XaPbQqNK9UvQRBkmDjhSd8PEsNXI0kicSwJnpAwDQBw6fJ/AgCmF/8PNJo30d5x0utxdtHxIVkUewJJQVy1jYLPuaJZKDJjli9fjrKyMrz33nu4++67odfroVarvWbDlJaW4sSJE64sGH/0DiRNmjQJjY2NmDJlyqDnW7p0KWw2G/bt24eOjg50dHR4fIgHgPfeew8PPvgg8vPzPfbbbDaPIBLgqI00b968PtcZbYEkZ/DIPZPFPSPp888/x9GjR/H4448Hs7sBMVjmUDDs2rULd999t2tlvZSUFCxatAgbNmzAPffcgzvvvNPV9qabbnLV/rrzzjuxf/9+r4Gkffv2Ye3atYiNjQUArFmzxuP2e++912N748aN2LhxI9566y08++yzeP311/vt75IlS7Btm6P0x+9+9zv89Kc/xcsvvzyEez4w/iVDREREQWfrsqB183lo33YEkTL+pQTxC7PRdaAexjLfi7yKogj98UYo8hIQOzMD8QuykXLvZGQ+PhOyNBW071bAdL4VCcvzIVWPjGkJgiAgbp6jRoXNEB0f7EXRjpaWXRDF4NTe8IfBUI3Gxk+Qk3M/FArfl9gWw1BsWxBkPT8dH/gSEqZ69Dk9/WtITJwOu92IsvP/BpvN4HG82CtwxKltkUsURVf2zVACNv6SyWR44IEHEBMTg3fffRfbtm3D3/72N1y8eLFPW2emRO8pYr5wD86o1WosX74cDz/8MLKzswc9VhAErFixArfddhsaGxvR3t6OpUuX9lnp7ZVXXnHVAgIcNYAuXbrU53zOD/H99XGkTG3rj3tgSKVyBJ9FUfRpaptUKvVoo9Vqg9XNiCeKYp/pZC+//DKeffZZ1NbWurJ/APRpN9A0tIFu6y877L777sOWLVt87TrWrFnjUQ8skJiRRC4T5rBug78mL/R/qdTh4Bh5CvXj31viLTeH9frkn2geL9X04Kz44ytDaRPat16C3WxDTFEqlOPUUOQmQJ4VB9PFdrT9/SsoCmZDGj/4hyXz5Q5YGw1IWus551+eGYf0789A18F6WGp1SFicE6y7MyTKCcnQH2mAXd8N+BHgysy4Fd2CAaqY8I6hv2pq/4qLF/8DxcUvISN9VVj7cuXKCxAEGQryv+vnkaEPJM2f908YjFWubalUhSWLj6C84heIUWYBAISe/jQ0fAS1ehZyc9ahru4dKBSp6NSd8zhfMKe2ZWbcGrRzB9vUqVPD3YVBNTc3Q6/XA/CchhRMarUad911FyoqKlBSUoIPP/wQH330Ub/FfYeyvLszSBMbG+sKbPh7njlz5mDmzJloaWlBRkYGBEHAU089hd/+9reuAFJzczMyMhx/N+/YsQMHD16bHjpmzBhkZ2djxowZXs+/YsUKnD59GikpKV5vHyncA0POOlpSqbTfYIb7/t7BpmCIhNeZL1asWIG1a9fiRz/6EVJTU6HVatHW1oZ58+Zh3rx5+OSTT1Bb61gA4YsvvoBWq4VKpcKWLVvwyiuveD3nDTfcgA0bNuDJJ5+E1WrFJ598gkceecRr28rKSldm4KefftpvzSxv9u/fj/Hj/cv69hUDSeSSnud9yU3qX8bYcSG9HsfIU6gf/95irrsurNcn/0TzeCmy4wdvFAR2kxVtH12E8XQzFPkJSL5rIuSZ175lE6QSpK6bgsY/nkTX/jqoVw8+Fa1zRw2kagXiZvUNrAsSYcQFkJykcY4/uewG6yAtPSUkFAER9tbf3d2O5qbtAACTUQO73QyJJDzf7BsMVbjasAV5eRugVPr7ZYzjA6kQwkBSbGwBYmML+uyfMvmXrt8lwrWggijaYDI3oLziaa/nC+bUtoQE73VoIkFWVla4uzAoZ30kIDQf+p3GjRuHceMcf18tXLgQH3/8Mdra2vp9pIULAAAgAElEQVRkRSUkJOBb3/qW3+d3BpKGGxyTSqUeRbIVCgWSk5NdmTUffvihazrSsWPHXO2+/vWvY+rUqQNmeRUXF/tdRDwc3ANDRUVF0Ol0KC4udk2JdHKvkeQMtHnLhvGWeTMckfA688XUqVPx9NNPY+nSpZBKpZg5cyY6OztRWVkJURSxYsUKzJgxA6WlpVi8eDG+/e1v4+LFi1i3bp3XaW2Ao3j8vffei5KSEhQUFGDJkiX9Xv+FF17Ajh07IJfLkZycPOC0NuBajSRRFKFWq/G///u/w7r//WEgiVw6mh0rKKjTVWHuSeRob2wAACRljgnJ9ThGnkL9+Pdm6fn2QZGXF5brk3+iebysrY73DllqaN872v5eCWNZKxJW5CPxxnwI0r5/oMrHxEE1PR26/fWImztmwD5aruphqeqA+pZCCHJpv+1GIqFn5TbR7F8gyWisgbXNBJUyL+Tj5yuDoQpKZTakUiX0+ss4fOQm122VF3+DtvajmDH9z2Hp2+WqP0EiUaCgwPs3vQNxfuByD9yMBO6ryImiFaK9/+dUMKe2GY01AACVKn+QliOPM9gwkjNOdDodgOAX2h6IM1DT2NiIpKQkj9tMJtOQagg5p1QlJAQ+Qv7Nb34TTU1NePfdd9HQ0IBPP/0U69evR3f3tYDqjBkzQhqYC6beq7AtWrQIAFzTrJy8TW3z9hgYDIaAPt8i4XXmq/Xr12P9+vWDtsvIyMALL7zg0zmffvppPP103y8BnFNanf74xz/6dD7AseJbR0fH4A0DYHS8iiggzu+vx/n99eHuRkQ5u/NznN35eciuxzHyFOrHv7f2995H+3vvh+365J9oHi/9sQbojzWE7HqiKKJj+xUYz7YgYWku1DcVeA0iOSXdWgiIIroODPz+pj9UD0EuQdyczAHbjUTOAtuixb+aQXX176Km7PWQjp8/bDYTDh1eid17ilCreQMWS1OfNi0tO8LQM6D+6gdobNyK/LwHofSjNlJv4Si2PZDeGUniANPX7GLwAkl19e+irv7doJ0/mE6ePImTJ70XLB8pTCbHynzf//73w9aH9PR0SCQSXLhwAZ2dnQCAtWvXAnAUFR6KnJwcFBcX4+677w5YP51SU1NxnVv2cW1tLfbt2+fRZrQEkYD+78tAxba9BZWcnGMcKJHwOqOhGz2vJCIiIhoRDMcaofuyFkKMDPELBy+gKk1UQjUtDfpTTRCt3gMtYrcNhlNNUM1IhyR2ZGWI+EKicHwLb7fYwtyT4bHZDDAYrgAAKr56Bs3N2123ffXVL2Eyj4yAV6fuHMrLf4bk5AUoLPzhEM/irJE0sgruumckQbS5Vmrzhqu2Ra5QrtjWH7lcjunTp6O8vBwtLS0AgIkTJ+KZZ57B9ddfP6RzKhQK3HXXXX0ynALp0UcfRXFxMaxWK3bu3OnaP2ZMeDLYg6W/aWi9g0TuU9vmz58PAK6Vxdy5T6ck/23YsKFPNlJraytKSkr6/OudNeav7du39zmnM8gbKpzaRkRERAFjN1vR/lkVFPkJSH9kxoCZSO5iZ2XAeLoZpnItVNP6Zo+YqzohdtuhKh56Zkk4CT2BJH8zkkaa0tMPob39KG5cfhEazWZosNnj9sbGbV6P6+7uhFyeGIouwmrV4dy5H0KhSMG0qX+CRDK8P3dHXkbStf6Ioq3PSm3uxCBmJFFwmc1mCIIQskLb/cnOzkZpaSmqqqqQmJjY70pnI0lmZiby8vJw9uxZ17477rgD06dPD2OvAq+/jCRngMkZhHTPQpoxYwZmzJgBjUbT57ihrMJHA0tNTUVpaWnAz7tq1SqsWhXehSyYkUREREQBIdpFNP7pFESTFfGLsn0OIgFAzIRkSOLl0J/qOzUKAAynmiDIJVAWqgPV3ZASFD1T27ojOyOpvf0oAEewxhuL2TF+kyb+zGP//gPzgtsx5/UtWhw7fheMxhpMLXoeCsVwanM4i9KOsECSW0aSXbRB7MlIErzUcmJGUmR68cUXsW/fPiiVyoAWPx4KZ+Covr4+omrdqFSeNeXcV4kbLfq7P876bs6V3Jzcn0venle9i3QTDWR0vZqIiIgobMxVHbC1mhA7MwOqYv+WqxekAmJLMmAq18Km9/zwa9WaYDjdhLh5Wa4pYpFGkEoAiRDxGUlO3d3e0/ItFsf0l4yMmz3224NY9NnJZjPj3LkfwGSqRcmMV5CcPLzglavYtmRkTaX0LLbdDXtPjSSptG8x9oHqJ9HIJIoimv9/9u48Pqry3AP47z1nlsxkX0gCYUlYRZaETWQNGhAoiqJWFMsFW+t1qdq6oDW9t+qV3muv2tJCpXrrRdtaLmqhtWgRQZBNECRA2MzCFsg+ZJ993vvHZIaZZJLMcs6cmeT5fj5+zMycec/LeXMm5zzzvM9bWwugczBECa5Akslk6hSYiGQdM7mCKQwe6boKMiYkJGDu3Lm4//77vZ7vqdg2ZSSRQNDUNuI26sbeNW84HK6fXRDW/dEYeQv38e8o8Y7bFd0/CUxfHi/9xPAUp7acdxbqTLpjGJgQ+LfosZMz0LL3MtqO1iB+Zpb7+daDlQCAuFlZXb01KggxIhymwFZt65+5BDa1CfqYyCowbrF0EUiyOgNJoth5+ovDYZa13lBp2X/iasNXuP7615Ga2vVSyoFiLLKCl57Fth12k3tqmyjqYbN5F8t1FuO2y/Jv6J8Z3nocUsrNzVW6C13yzAoZPFj5FfHi4uLcPyckhGd6qhSGDBmCcePGuae39cZAUndT22bOnOnz+e7eK3VGUiSfZyR0lJFE3FL6xyKlv3JLjEaj1IGDkDowfEuJ0xh5C/fx70g7bBi0w4Yptn8SmL48Xup0PdTp8te1sFxugSpNB0Eb3PdU6sxYqAfGoe1wtTsbhNscaD1SjZjrUqFKjKyix4ESYtVwtAaWIRIbOxyJg8eGZfwC0VUgiXPn1D1R1GPajZ8jL+9dZGc/BgAwm2tl6QvnHOfO/RYVFX/EoEEPoH/mHZK0m5g4AUBkF9u229vcxbZF0ff1gVzT22JjhyM2drgsbcutX79+6NcvsKzJcGlpaXH/nJycrGBPnDyLMkdTRpJOp8Ndd93lzupSsmi5XAKd9thTIMlqlfazIpLPs0jz4osv4rXXXvP52vr16zFu3Djk5eVh5syZOHXqlM/tWltbkZqaisbGRq/n77jjDmzatEnyPlMgibgZKlthqGxVuhtRpb7iEuorLoVtfzRG3sJ9/Dsyl5XBXFam2P5JYPryeFlr2mCtkXc1FvP5RphO1UM9MK7njbsRe0MmrFWtaPhrKbjNAeOpejharIidGv0ZmUKsGvaWwC7UW1tL0XixWPbxC9SJ4ke7fE0QtGBMhF6fg9SUmUhKnAQAMFuqZelLbe1nKD/3a2RmLsHwYc9L1u7YMWswZfJmqFSh/U5LzTMjye4wemUk+SLX9LbW1lK0tpbK0rbcamtr3dPHpOZwOPDJJ58E3X5r67XrvEiY2iaK17LZoimQ5FJQ4Mxej4Yi4YEKNJDkGTzy9V6bLbCM2Z7IeZ71FTabDcuWLcOJEydQVFSEVatW4amnnvK5bWxsLG655RZs2bLF/VxjYyP27t2LW2+9VfK+USCJuJ39qgpnv4qMZXujxakvd+DUlzt63lAiNEbewn38O2rc8jc0bvmbYvsngenL49X2TTXavpHnJt6l6fOLgADEzxoYUjuxkzMRf9MgtH5dhbp3itH8ZQXEJC1iRij/zXyoVCkxsNW0gTu43++prNqMirN/kX38pNQxM0ajdU7LM5t9F1IPhcNhw7nzv4VOl43rR78a8gptnlSqWCQkRN4qT55Fte12oztQ1FUgSa76VJVVm1FZtVmWtuV27NgxHDt2TJa2GxoacOjQIbz//vtBvd+VkZSSkoK8vDwpuxY0lcp5XkXT1DaXyZMn48UXX1R89TsluTJ8PYNHruc8SR1IkvM8C7f33nsP48ePR25uLpYvX44PPvgAY8eORW5uLmbPng0A2LBhA26//XYsWLAAo0aNwksvvdRtm6tXr8aoUaMwd+5cnD171v38nDlz8MILLyA/Px9r1qzxOu9aW1u7DSDed9992Lhxo/vx5s2bsWDBAlkCqVQjiRBCCCEhs15pQeyUTGiyQsveYAJD4vxsqNL1uPp/zgur+DkDg6q5FGnUWXFo+6YGjjYrxLjIWglMSh0DGlpNOgDAbJb2ixCTqRLFJ3+MlpbTGDt2bcTVMpKL16ptdqPH1LbwBpKIb66gS7DThFwZSQ888EDETMfKz8/Hjh07kJSUpHRXSAcqlcpnUMiXcAeS5PDFhrdQc6Fc0jbThwzFTSsf6vL1kydPYvXq1di3bx/S0tJgMBiQn5+Pbdu2ISsrCw0NDe5tDx06hOLiYuj1ekyZMgWLFi3C5MmTO7V55MgRbNy4EUePHoXNZsPEiRMxadIk9+sNDQ3YvXu3+/G6devwxhtvwGKxYOfOnV32dcGCBXjwwQdRX1+P1NRUbNy4EY8//nigh8QvsmYkMcYWMMbOMsZKGWOdco0ZY4MZY18wxo4yxo4zxr4jZ38IIYQQIj2H2Q5Hmw1isnTFTGMnpCNutrO4tm5smmTtKknQOgMd0bpym7+1djquHqZWJ4MxDSwSZyQVFz+OlpbTGDHiZ8josEpcb+ZdI8kI7ug+kEQrt4WX6wY92ECS0WgEEBnT2lxmzpyJwsLCiAlskWtWrVqF5557rtttXAEkz6ltHQNJarU6KgJJSti5cyfuvvtupKU5r0VSUlIwY8YMrFy5Em+//Tbsdrt723nz5iE1NRU6nQ533nkn9u7d67PNPXv2YMmSJdDr9UhISMDixYu9Xl+6dKnX48ceewxlZWV49dVX8corr3TZV41Gg8WLF+PDDz9EXV0dioqKcMsttwT7T++WbBlJzPm10DoA8wBUAPiaMfZ3zrlndaifAdjEOX+TMXY9gE8AZMvVJ0IIIYRIz95gAgCokqW9yUhcmIP4mQMhJvSO7B2maQ8kWe09bBmZbLbmbl9nTATn9k5T2xhj0GrTJZ3aZjZXo7HpKIbm/ASDBz0gWbvRoFONpPZAkSrMxbaJbw6HM1AcbCDJZDJBrVa7M5siAWOsT08Ni2QaTc9/H31Nbes4TVGj0URFIKm7zCG5cM47TSdbv349Dh48iK1btyIvLw9FRUUAOtee6m4aWnevxcb6/jy/99578cgjj3Tb3/vuuw+vvPIKOOe4/fbbZTt35cxIugFAKee8nHNuAbARQMe1lzkA129xIoArMvaHEEIIITKw1TsDSWKStMsrM8Z6TRAJuBZIcpijK5B04cLvUVb2Wqel5TvSqJ3f1vrKjNFq09HQcAhG48WQ+2M0XsbefdMBAElJU0JuL9oIwrVzwm43ugNFQodMMNc40NS28HLdtLsCSoG4fPky2traeuVS9UR5nhlJOp0OTz75pPsxZSR1raCgAJs2bUJ9vXO1UoPBgLKyMkydOhUvv/wy0tLScOmSc/Gf7du3w2AwwGg0YsuWLZgxY4bPNmfPno3NmzfDaDSiubkZH3/8cZf7Lykpcf+8detWjBgxotv+3nTTTSgpKcG6detw3333BfrP9Zucoe4sAJ7LKVUAmNphmxcBfMYYexxALIC5MvaH9OD6mQOU7kLUGVewIKz7ozHyFu7j31HSPd9VdP8kMH15vGKnyLfimcNsR/17zmRjVQrd/HRH0Dgv4gOZ2pY1YClsOhN0WuVWrSst+yUAIDl5Wrfbiap4wFLdRSApE42N32D/gZtQcHPPqydy7kBN7T/RL22uV+AEAOrqtrt/jsRi2HLzLLbNHVbw9hpJqg7HXRT1sNvbwCFP4DJrwNKeN4pQEydOlK3tYAJIgLNmiutmMj09XcouEQKgcwaMZ2BJjowkOc+zcBozZgwKCwuRn58PURQxYcIENDU1oaSkBJxzFBQUIDc3F0VFRZg5cyaWL1+O0tJSLFu2zGd9JMB5bJYuXYq8vDwMGTIEs2bN6nL/a9euxeeffw61Wo3k5GS8++673fZXEATcdddd+OCDD9yFwOUgZyDJV65Wx6pe9wHYwDl/nTE2DcAfGWNjOeden8CMsYcAPAQAgwcPlqWzBEjsFzlzsaNFUkZ4L+xpjLyF+/h3pBk0SNH9k8D05fFSpcr32WGtdhaGFZO0EON7T/aQHNxT2yz+39jrdIOBCPnob2g84vW4f/+7UVn5ofuxa8W0WP3QTu8VhGvTHltaziIublS3+6qt247i4seRk/04cnKeAGOCx2ufQ6cbgokT3+9Uj6kv8Cq2zS1wuFdt854K4Q7ocXlqcul00XtNnpKSIlvbwQaSzp8/7/45kuojkd6ju0CSHBlJcp5n4bZixQqsWLGix+3S09Oxdu1av9osLCxEYWFhp+d37drl9XjNmjV+tdfxPcG8LxByBpIqAHhetQ9E56lrPwCwAAA45wcYYzEA0gB4TaLnnL8F4C0AmDx5sv9r5pKA1F5y1j7oNyhe4Z5Ej5rzzlUD0rM7XzTLgcbIW7iPf0em06cBADGjRyuyfxKYvjxelivO5aQ1A0JbUc0XR4vzJjb1/r53XAPFYpyXXQ6T/xfrzc2nYK1tQ1zMdbKMX088C7LW1Hzi9ZpncMhTvI8sIZu10f1zQ8PXnQJJlZWbYbU1wGKpg0qMhcXinEJw7vxvce78b3Hj1O0wGPbg25KXAQBDc36CGAWztJTkmZHkcFjBHa5AUueMJMCZ3SWH5mZnJmJ8/PWytC+nyspKAED//v0lb9vfFbQ68rzJp6ltRA6egSPA+3dOpVIFHQTtipznGVGenIGkrwGMYIzlALgM4F4AyzpscxFAAYANjLHRAGIA1MrYJ9KN0sPO+B0FKfx3dv+XAMIXyKAx8hbu499R0yefAuibgYlo1JfHy3jc+adVzkCSEEeFWHsi6NoDSUb/A0nVNVthLm/AQPuDigSSPAtst7aWIEY7ACaz83tB15SzjIzFGDvmVygqegAtOIOE+DGd2hk2fBVUqgRUVW+B2dL5Uu/U6We67UdDwyGcO+/8llerzURW1r1B/5uinWdGEufXprYJonfwwR1IkmlqW3XNVgDRGUg6efIkAHlucIO9GbdYrtWyungx9FpihHTUXUaSSqWCyWSSdH9ynmeRaOXKlVi5cqXXc/X19SgoKOi07Y4dO5Camhr0vrZt29Zptb6cnBxs3rw56DYDJVsgiXNuY4z9CMA2ACKAdzjnJxljLwM4zDn/O4CnAbzNGPsJnNPeVvJgw/iEEEIICTt7i/PmR4yjaW09cQWSeACBJKWVlv6n12N97LBrgSTmHHPXamGjR/8XDFcP+JzyFBc7AmPGvA7D1X04f34tWltLMH7c7wB0ncGRO/5/UF7+KzS3nMSZs870/7Fj1iA9fVG3q930doxdO9ccDiscrkASc13WCwAc7qlucmUkEd+CDSQ1NDS4f164cKFU3SHErbtAkiiKkmckESA1NdW9opuU5s+fj/nz50vebiBkXVeSc/4JgE86PPfvHj+fAuC7lDkhhBBCIp6jxQqmFcHUci4E2zswgYFpRTjaoiOQZLM140rlJq/ndDED3T+7MpJElTNgodVmoH/mHd22qdGkwWKpRW3tNly+vBGxscOh1+d02i4u7jqkpd2EtLSbsGPnMACAXj8UaWk39+kgEnCtFhXQnpHksIAxEWDOGlyMqcC5xaNGUnStEhjtgvlO/PDhw6iqqgIATJ06FePH970i8kR+Hae2qVQqr9cokEQCIWsgiRBCCCG9m73FQkW2AyDoVAFNbVOSxVLX6bkYH4Eklej/lDvXNCwA7iyjSRP/r9N2nnWAXCZP+tDninB9DWsPGAHO4+ngVjCmAmtf54YxEZx71kiiQFI4BXMzfuqUs97Uww8/jMzMvln7i8ivYxBeFK99llAgiQSKAkmEEEIICYrlcguMx+ugGZKgdFeihqCPnkCS2dxeW0uTDs5tsFoNiIm5VuuCuTOS/A8k2WwtnZ47c/ZnnZ7zrAM0adImGNsuQq1O9Hs/fYndbvQKvLkCTXIX2ya+BXMzrtPpkJqaSkEkIgtXllx3xbYpkEQCRYEk4jZuzsCeNyJe8hbcGtb90Rh5C/fx7yj5e/crun8SmL48XnHTBsjSbs1vjwIAbPVGWdrvjQLNSBo4cDkcCRZoNRky9so3S3tR7Al5G3C0aCUAQKPp5379WkZSbKf3dsXXSm+trSVITp6Gq1cPAAASEvIwcsS/uV9PSpyEpMRJAfe/Nxs8+IdoaTkDg2EP7PbW9sDbtYwkwHMVN3luDgcOXC5Lu+Fwww03yNa259S2ixcvIj09HQaDATabDYMHe9cPs9ud2WKtra2IjfX/PCIkGN1NC5YjkCTneUaUR4Ek4haX7HsZX9K1+JS0sO6PxshbuI9/R+qM8N/YkeD15fESE6X/7OCOazdLqlSd5O33VkKMCtZa/wNvMdpMoF/P28nBFUhyBo+c463RegSS2os+iwEEksaPX4+DBxe4Hw8Z8jBEUY/+mUuwb/8sxMQMwpTJH0nQ+95txPDncenSuzAY9qCqags0mmt/D68FkuQtth2jjd7smYQE+bIoPW/G33nnHWRnZ+P8+fMAgCeffBJGoxEDBjiD+6+//jri4+OhVquh0dAUYSKvcAeS5DzPepsXX3wRcXFxeOaZziuYrl+/HuvWrYMoioiLi8Nbb72F66/vvFpmTU0Npk6digMHDrizGx999FEMHjwYzz//vOR9psqYxK36XBOqzzUp3Y2oUll6FpWlZ8O2Pxojb+E+/h0Zjx+H8fhxxfZPAtOXx8tyqRmWS809bxgAbnF+k67L64fU5aMlbbtXUwvgNv8v1hubjqG+ZL/k4+cPs6UOjKmgVichISEXAKBRX1uu2J2RFMDUtrjYEcjIWOx+PKD/3cjJfgxabX9kZ/8IebnvSNT73o95TP+zWOrA2otwx8YOh06XjbjYkQDkq5HU2HQMjU3HZGlbbhUVFaioqJCl7Y4341euXHH//P777+Ott95CdXU1AKCtrQ3V1dVwOBydph0RIhXX72R3v2NyBJLkPM/6CpvNhmXLluHEiRMoKirCqlWr8NRTT/ncNj09Hc8995w7GPXNN99g7969ePrpp2XpG2UkEbfyIuc3jxk5FD32V+khZxp+/+GjwrI/GiNv4T7+HTVv/xwAoFN4dRXT2bOwX22AdsRwqFJTe35DHxUp46UE40ln0WTNoHjJ2uRm582pNicRYhx9k+4vphKAAAJJtbWfwXy+ASp7f0nHzx8m4yVoNGlgTMCY619HS8sZaDQpUKnikZZWcG3VtgAykgDv6W2uqXKMMQwb+hPpOt8HuDLCXPqlzUVW1vcwNOdxaDRpaG52FnDmkCeQVFv7GQAgsT3IGE3OnDkDABg4UPqSAd2t2tbc7AwIX7lyBRkeWbIUSCJyamtrAwCkpKR0uY0cgSQ5z7Nwe++99/Daa6+BMYbx48dj8eLFeOmllyCKIhITE/Hll19iw4YN2Lx5M8xmM86dO4dly5bh5z//eZdtrl69Gu+99x4GDRqEfv36YdIk5xTuOXPmYPr06di3bx8WL17sFQhqbW3tNrPsoYcewrvvvosvvvgChYWFWLt2LdTqzotXSIECSYQQEsVsBgPO33sfuNE5VUY9ZDBib5yGuJvmIHb6dAiUKk9k4mgPJAlasYctiSemEsDtkV/QtKnpBKpr/oEBA5YCcGYdJSVNBgDkzy4CADQ3n4RKFQ+dbnCX7fjiCiQJgi6gbCbizbMgufOxBteNesn92DXFjYpth5drBTYXz5s+vV4Pk8kEm80Gi8Xift5kMiE5OTlsfSR9yx133IHi4uJuf8eipdh2w8dlsFxplbRNzYBYJN02rMvXT548idWrV2Pfvn1IS0uDwWBAfn4+tm3bhqysLDQ0NLi3PXToEIqLi6HX6zFlyhQsWrQIkydP7tTmkSNHsHHjRhw9ehQ2mw0TJ050B5IAoKGhAbt373Y/XrduHd544w1YLBbs3Lmzy74KgoA333wTN998MxYvXozZs2cHejj8RqFvQgiJYob/3QBuMmHAf/830p99FtqcoWj6xz9Q8fAjKL25AHVvvw1utSrdTdILuTKSGAWSAsJEBm7rOmMhUrS0OL9Jzh7ySJfbxMePQf7sImi16QG1LbYHklSq8GZY9TZM6OFbZtZ+mU+BpLBpbm5GUVFRl6+7btStViuMxmu10hoaGigjicimf//+mDdvns9MlgceeAAPPfRQ1ASSlLBz507cfffdSEtz1qJLSUnBjBkzsHLlSrz99tvuovkAMG/ePKSmpkKn0+HOO+/E3r17fba5Z88eLFmyBHq9HgkJCVi8eLHX60uXLvV6/Nhjj6GsrAyvvvoqXnnllW77m5eXh7Fjx+LRRx8N5p/rN8pIIoSQKGW7ehVX//xnxC+Yj8TbnCvYpf7g++AWC1r278fVP/0Zta+/geZtnyHrtf+GJjtb2Q6TXsVhdq48RhlJgWGqwGokKcVsdtZwCTRI5I9rtZVolapQCKz7QBJr/75YrhpJpDPPG0oXz5t31426zWZzTzdyoUASUcKQIUMAAMXFxVERSOouc0gunPNOQbj169fj4MGD2Lp1K/Ly8twB5I7bdTcNrbvXulrF8d5778Ujj3T9BY+LIAiyf6bQJxYhhESput+9CYfJhLQOf1CYRoP4OXMw+H/eRtaaNbBeuoTyO+9Cw+YtCvWU9EbXMpLoO6mAqATAzr1WvYtEZksN1OoUr3pGUhGEmPb/02p/oXAF5LrC2jOSOCL/5rC38HUj7lkzydqeIWy1WjsFkkSRgvJEOYIgwGq14sSJE0p3JeIUFBRg06ZNqK+vBwAYDAaUlZVh6tSpePnll5GWloZLly4BALZv3w6DwQCj0YgtW7ZgxowZPtucPXs2Nm/eDKPRiObmZnz88cdd7r+kpMT989atWzFixAwvMU8AACAASURBVAgJ/3XBo6s/4pY3b5DSXYg6k25dEtb90Rh5C/fx7yjl+w+EZT/cZgO3WiHort10mcvKcPX995F0z3cRM3Jkl+9NmH8LdLnjceXZVaj86U/RdvhrZP78532ydlK4xisSxc2SvtClg6a2BYWp2r/Ds3NA6PrbSJfBg34Ae6oNGnV466eYzdWyZCMBgCC210hidBkaCuaRkZST/YSP19vPTZkykgYP+oEs7YbDtGnTZGnXVyDJsxaSazqbzWaDyWTy2o4ykoiSXNkxH330EcaNGydJm3KdZ+E2ZswYFBYWIj8/H6IoYsKECWhqakJJSQk45ygoKEBubi6Kioowc+ZMLF++HKWlpVi2bJnP+kgAMHHiRCxduhR5eXkYMmQIZs2a1eX+165di88//xxqtRrJycl499135fqnBoT+ghM3Ha26EzB9QmJY90dj5C3cx78jVZgKY9b86ldo2fkFhm79B5ggwFpVhUsPPwIhLg79Hn+8x/erMzMxeMP/onbtWtS/uR6W8xcw6M3fQUzoW6v/hWu8IpEYK/2KHZyKbQeFqZwX69zuAFP3fOOo0aQAYfzoN5mrcOrk02htK0N83GhZ9uHKcnItV0+C45mRNHTokz62kLfYtkbT9QpQka6raSOh8rVim6/nrFarOzspNjYWra2tFEgiiuputcFgyXWeKWHFihVYsWJFj9ulp6dj7dq1frVZWFiIwsLCTs/v2rXL6/GaNWv8aq+7NuRAn1jE7UpJA66UNPS8IXGrOF2MitPFYdsfjZG3cB//jtoOH0bb4cOy78d07Dgs587BVFyMpu3bce6734XdYMDgt9+CKjXVrzaYKCL9yScx4PXXYDx+HBcf/CHs7csQ9xXhGq9IZD7XCPO5RknbdLQ6b4IoIykwrowkbvXv5v5qw9eoOf2F5OPXlfKyN3C14StYLLXQajNl2Yc7kNRDjR/SvZ6KbbuntsmUkXS14WtcbfhalrblduHCBVy4cEHydv2tMWOxWNyBJK3WeT7Q1DbS28h1npHIQF8FEbcLxc55nwNGJCnck+hx7qjzpnTg6LFh2R+NkbdwH/+OWnZ/CQDQd5G2KhXzhfMAgNpfr0Hr/v3QXj8aA1avRszowLMFEhctgqDToeLJH6PisR9h0P+83WemuYVrvCKR6awBAKDNkS6Lz3yhCaoMPQQN3fwEQohxXno5TDaI8T2fe/X1u2CuaIDWni3p+HWlsemo+2e1xr9AdaBcgSSa2haaHotty1wjqb5+FwAgOWmKLO3LyVVzxFVoWCr+BpLq6+vRv39/ANcCSZSRRJTUXeHnYMl1nkWqlStXYuXKlV7P1dfXo6CgoNO2O3bsQKqfXwb7sm3bNjz33HNez+Xk5GDz5s1Btxko+gtOCCERzN7SAnttHQCgdf9+iP3SMOS9P0KMCz5dOP7mmzHgF6tx5dlVqPnlfyPzZ53Tagnpivl8Ixq2noP1UjNiRkfv1BalMF17IMloU7gnvrW1nXP/rFbL86UFTW2TRk8ZSWivkWS3t4JzhzuwROTjbyDp8uXLGDBgAAAKJJHIIEcgiQCpqanuFd2kNH/+fMyfP1/ydgNBn1iEEBLBLOedKcGxM2cCADKeeSakIJJL4m23IfH2xWjcsgUOj0KghPSkacdFWC85p0XaG8wK9yb6CO2BJB6BgSSrtQHAtToZapU8gSRXQIOmtoWmx4yk9sv80tL/QknpL8LRpT4vkDozTU1NYIxBrXaOI01tI0qiQCYJFP3GEEJIhGn8299QfscSOCwWWM6fBwCkP/0UBr/zByQsXizZfuIXLoSjpQVtBw5I1ibpY0T6BjNQQgRnJBmNF70eq9XyTKXjDue/vadACOmeZ7FtX9yrtgG4fPkvcneHoHNGUsfgUFpamjuLwGg0QqVSuTNB6EaeKIkykkig6BOLEEIiiL2hAdW/+E+Yz5yBqfikM5DEGDRDhyJ2+nRJ/9DHTp8OIS4OTZ99JlmbpPfzXKUt9XvyrOrVm3nWSIo0bUbvoqgqmaa2OXh7oXaa2haSnjK6PKeyORyUeRoOHQNJOp3O67EoisjIyABAgSQSWWJiYpTuAoky9BecuE1a0DcKoUnphjvuCev+aIy8hfv4d5T6rw9J3mbt737nXk2t7chhWM6dg3rAAAjtNRSkJGg0iJszBy07dgKrJW8+4sgxXtEifs4gydpyzdxgWhGqJLrwDFSgGUnZQx6GI8MOlSpOzm4BAIxt3oEktUqejCSV6JyeG6PtL0v7fYXgrpHk+wsGz4wkyFBwO3vIw5K3GS4z26eLS61jIEmv16OlpcX9WKVSQdO+wIXZbPbKWKKpbURJkydPxqeffoqEhATJ2pTrPCORgULfxE2jU0Gjo9hiILR6PbR6fdj2R2PkLdzHvyMxLg5inHQ3d9xqRePf/o6ERYugGTYMbYcPw3L+PDTZ2ZLtoyNNTjbsDQ3gfhYIjWZSj1c0EWJU7kyYUHGrA2KyFpnP9r3V76TA1AKgEvwOJKlU8dDEJUk2ft0xGi9Aq810P5ar2HZa2lyMvu5VDB36Y1na7ytcGUmsy9Xv5L3MV6nioVLFy7oPucTExMiSgdGxRpK+wzWKRqNx10QymUwQBMH9HspIIkoSRRF5eXmSZr7LdZ71Ri+++CJee+01n6+tX78e48aNQ15eHmbOnIlTp0512c6uXbtw6623ej23cuVKfPjhh5L2F6BAEvFw6YwBl84YlO5GVLlwoggXTkhfib8rNEbewn38O2o9cACtEtYXaj10CI7GRiQsXAD9pElo++ogTKdOIWb8OMn20RET229AbL5vah1tbah7801cfuppGI8dk60f4SD1eEUTU+lVmEqvStIWt9ihSo6BGNfz0vXEN0Enghvtfm1rMOxDVfE2ycavO23Gi9DpBrsfq2TKSGKMYcCAu92rt5HguGokZaQv8vm63Ku0GQz7YDDsk3UfcikvL0d5ebnk7frKSPKk1WrdgSSLxeKVhUSBJKI0QRBgt/v3t8kfcp1nfYnNZsOyZctw4sQJFBUVYdWqVXjqqaeU7hYACiQRDxWnr6LitPwXqr3JxRNFuBjGQAaNkbdwH/+OWvcfQOt+6QITzdu3g+n1iJ0+HfrJk8DNZqgHDEDagw9Kto+OmMp5Ecu7uHCoeOJJ1K75DVp278b5pffi8qpVsNXXy9YfOUk9XtHEXNoAc2mDJG1xix1MQ1MwQiHoVHAYrX5ta7i6H/WVX0o2ft0xGi9Ap7s2hVoUKdATyQRBjZkzvsLo0f/l83XvqW3SM1zdD8PV/bLuQy7hCiR1rJEUGxvrDiQB3sEjmtpGlCaKIgWSuvDee+9h/PjxyM3NxfLly/HBBx9g7NixyM3NxezZswEAGzZswO23344FCxZg1KhReOmll7ptc/Xq1Rg1ahTmzp2Ls2fPup+fM2cOXnjhBeTn52PNmjVe0w1bW1sjpjA6zZEhhJAIwB0ONO/YgbjZsyHExCB2xgzEXH89Ml74KYTYWPl23J6R5CuQ5GhrQ+tXXyHlgQfQ70ePoe7tt2H4wztoO3gIA3+zBrrcXPn6RSIWtzjANPQ9VCgEnTriVm2z2VphsdRCrxuMsWPWRG2AoK/Ravt18yqdp+HmCiSlp6ejpqbGK5AkCALmzp3rdRNIGUkkkoii2CkYGmk+/fRTVFVVSdpmZmYmFi5c2OXrJ0+exOrVq7Fv3z6kpaXBYDAgPz8f27ZtQ1ZWFhoarn3Rc+jQIRQXF0Ov12PKlClYtGgRJk/uXArgyJEj2LhxI44ePQqbzYaJEydi0qRJ7tcbGhqwe/du9+N169bhjTfegMViwc6dO7v99+zZswd5eXnuxxcvXuw03U0K9IlFCCERwFxSCnttHeLy8wEAqtRU5Pz1I+h9/PGREnNdxPqY2mY8dgyw2RA77UYIsbFI//GPkf3BJjCVCufv/x7q1q+Hw2iUtX8k8nCrHUxN35yHQogR4TBJ962vFMzmSgBATMxAZGTcitHX/ULhHpFQRcq31n1Jx3pHWo+FMubMmQOdTtdlRhIFkojSpJ7a1lvs3LkTd999N9LS0gAAKSkpmDFjBlauXIm3337b65jNmzcPqamp0Ol0uPPOO7F3716fbe7ZswdLliyBXq9HQkICFi9e7PX60qVLvR4/9thjKCsrw6uvvopXXnml2/7OmjULRUVF7v86ti0VykgihJAI0HbkMABAP3lSD1tKTHReuPrKSGr7+jAgCNBNmOB+Lua665Dz149Q+fMXUfvrNTD87wakPvwwUr53P5i6+6WoSe/goIykkAmxalgrW5XuhhebzbmyVLQWTyYkEriyOXwFkqxW53RWURTdU4ho1TYSSaIhI6m7zCG5cM47BebXr1+PgwcPYuvWrcjLy0NRkbPURsftugvod/dabBezEe6991488sgj/nZdVnQlSAghEcB45Buo0tOhHjgwrPt1FdvmNh+BpCNHEHPddRDjvW8sxcREZP3qDQz50x8RM348al59FRcf/CEcJlNY+kyUxS12CFQjKSSqfnrYmyxwmCJnepvN7gwkiaq+ubIhIVLoGEhSqVS4/vrrATinu7m4spIoI4lEEkEQ4HA4Oq0+2NcVFBRg06ZNqG+vEWowGFBWVoapU6fi5ZdfRlpaGi5dugQA2L59OwwGA4xGI7Zs2YIZM2b4bHP27NnYvHkzjEYjmpub8fHHH3e5/5KSEvfPW7duxYgRIyT81wWPMpKI2w235ijdhagz7bv3h3V/NEbewn38O0p7/EeStMM5R9uRI9BNmhj2qQiuYtuwe9/QcosFxmPHkLz0Ht/vYwz6yZMxaNIkNG7egsrCQlz+8U8w8Le/idjMJKnGKxolzB3S80Z+4HYO2DkV2w6RmOBcbcvRaoUQ0/2l2NCcJ8AHOWRf4cxuc2ZIqUQKJBH/DM15QukuBG3OnDmytNtxahtjDPfccw/q6uqQmprq3k6tVsNkMkEURahUdDtGIoMrK85ut0vyeynXeRZuY8aMQWFhIfLz8yGKIiZMmICmpiaUlJSAc46CggLk5uaiqKgIM2fOxPLly1FaWoply5b5rI8EABMnTsTSpUuRl5eHIUOGYNasWV3uf+3atfj888+hVquRnJyMd999V65/akDok4u4iWr6JiRQqjDfMNMYeQv38e9I0Eiz/Ln18hXYqqqgnyRvPSSfuii2baurAzeZoBk+vNu3M8aQdOcScLMJVS+9jMp/+3f0/89fRGRtDqnGKxoxlTSfHTW/c6ZuCzEUSAqFazy4recpBIKgBcLwq2uzNwMAVJSR1Gtx7gBj0l1HyB3clJNcwZuOGUkurtoqLq6MJM9Aks1HrUJCwskVSJJqeltvCpKuWLECK1as6HG79PR0rF271q82CwsLUVhY2On5Xbt2eT1es2aNX+0BzuBdxwDehg0b/H5/IHrP6JKQnT9RBwDIHpfWw5bEpfzo1wCAoROmSN425xzGpkYYm5vQ1tiAK9+eQfnRYljaWjBy2hSMu+kWxKWk9txQLybn8fdHS/tqCq4C2cEyHv0GAKCfNDHkPgXKlZHEO1zA2puaADinsfkj+b77YKs3oG7tWqj6ZyL9ySel7agEpBqvaGQ8YwAA6K5LCboNbnPAetk5/UmI77tBOSmw9i8FuLXni/W6ui9gqWhBcsyMkMavJ/b2GkmiKOMqkURRdrsRKpV041tX9wUAIC3tJsnaDJdvv/0WADBy5EhJ2+0qkNSR59Q2CiSRSOH6vZWq4LZc5xmJDBRIIm6VpY0AKJAUiMunTwKQPpBRevgg9m/6E2ovnPN6PiY+HaJai/0fvI+Dmzdh+OQbMXrWHAybNFXS/UcLuY6/v9oOHwEgQSCp6BiYXg+tAnOe3au2dbhosDe2B5IS/AskAUDaY4/CWlWJ+jfXQzNoMJLuXCJZP6Ug1XhFI8t55+d7sIEI7uAwbDzjfqwd6v/vBekskIykhsbDMNc2INY+VrZAktF4CWXlrwOApIEGElns9jZJx7eh0blIRDQGki5evAhAvkBST1m5lJFEIpErI6mqqgo5OaGX05DrPItUK1euxMqVK72eq6+vR0FBQadtd+zY4TXdNVDbtm3Dc8895/VcTk4ONm/eHHSbgaJAEiERxGax4J9v/hpn93+J5P5ZmP297yMuJRW6+ASkZw/FsR3OrLHR02Nx+OO/ouTQfpw9sAdTlyzFjKXfi8jpRKRnxmPHoBs7FkyJFOAuprbZm5yBBzExwe+mGGPo//Ofw3blCip//nNohgyGflKYV6EjsrBUNMNY7CwymfaDsRDjKCMpFIEEksKh6NiDsNvbAET3dCXSPc6tSneh1+tYI6mrosWa9qnWoigivn1Bi940DYhEJ9fv7bvvvovnn38eMTExCvco+qWmprpXdJPS/PnzMX/+fMnbDQR9YhESITjn2LZ+Dc7u/xLT77kfN9z+XYidLiqcgaSkjEzMffBR3LTyIez4w+9wcPP/4WrVFSx45EmotfShH00cJhNMZ84g9YGViuy/q6ltDtfUtgT/A0kAwNRqZP3qVzi/9F5UPPEkcv76EdQZGdJ0liimZXeF+2dXoWgSPPfUNltkrIzT1laqdBdIGHAuzXQV0rVAp7ZptVpMnz4dWq0WEyZMkL1/hHTHlZEEAG1tbRRIIt2iyr2ERIh9//dHnNm3GzPv/RdMu+s+H0GkzkSVCvMeehyzlq3Et1/txfs/ewaGK5fD0FsiFdOp04DNBl1urjIdcF00dCis6JraJvhZI8mrycREDFy3Fg6jEZd/8hS4lb4Fj2a2BjOMJ+vdj3taZYz07FqNJGVv7Gtrt2PHzmGK9oGEDwWS5BdMIEkURdxwww09vocQuXn+DppMJgV7QqIBfWIREgGObf8EBzdvwriC+bjhju8G9F7GGG64/W7c+fyLaLlqwAevFMLU0iJTT4nUjMePAQBixo9XZP/MNbWtU7HtRkAUIcQGV09DO2wY+r/8MozffIPatetC7idRTtM/vWu1MQokhU4VGRlJl69sVHT/JNwiIwOuN/M3kOSaxqbpw6uJksjjmZFEgSTSE7oaJG7TltC3koGatWxlyG00G+qw+4/vIDt3Iub+4NFu6xx1N0Y5eZNw109fwl/+7RnseOdNLHri2ZD7FumkOP6hSH/6qZDbMJ08BVVmJtTp6RL0KHCuqW2di203QoyPD6nuVuKti9B28CvUv/UWYm+cithp00LpasikGK9olbgg+KKZQqza6zHT0HdQoXLVSIIfq7YNH/YsINOfZ4Gpe96I9BpSZyQNHxa91xlz586VrK26ujocOHAANTU1SElxFsTvKZDkqp2k1VJNMhI5pA4kSXmekchDV4OEKGzv++/CYbeh4AePQvD4AA9G5rARuPGue3Fm326c+OIziXpI5GQpK4N2mIJBXNFVI8n7BsPR2AQhgELbXcl44QVosrNx5acvwN5ed4lEF4fJDjFB456ORUX9Q8dUzmOodLFtJngHkjSafgr1hIQDTW2Tx5///GccOXIEly5dwrFjzizjngJJrswlCiSRSOL5e2ulsgRh9eKLL+K1117z+dr69esxbtw45OXlYebMmTh16lSX7ezatQu33nqrXN30QoEk4lZ+tBblR2uV7kZUKTm0HyWH9gf9/quVl3FqzxeY+J3bkZSR2eP2/ozR1CX3YPC4POz8w3rUnC8Pum/RINTjH6qm7dvRtH170O/nDgfM585BM2yohL0KjGulOG7vOLWtCWJC6Eu8CzodBvzyVdhqa1H9n/8VcnuhCHW8opmxuA7G4rqg3usw2cB0KmQ8Mxn9HlGollcvc63Yds+BpJrabag48mHQ49cdz4ykvNwNmHbjDsn3QSIH59IGLmtqt6GmdpukbYbL6dOncfr0aUnasnWYGg4Aw9q/IMroYrEJV0aSq1YSIZHAMyNJikCSlOdZX2Wz2bBs2TKcOHECRUVFWLVqFZ56KjIy7P0KJDHGMhljNzDGprv+k7tjJPyqzzeh+jxlDASiqvRbVJV+G/T7i7ZthSCqMPE7t/u1vT9jJAgiFj3xLGLi4vCPNb+ExWQMun+RLtTjHyrT8RMwHT8R9PttlZXgRiO0Q5XLSGJiF1PbmpoCXrGtK7px45D6/e+jcfNmtB05IkmbwQh1vKKZpaIZlormoN7LzXYIWhGqRC20Q6T5nejr3Ksl+jG1ranpOBoNR4Mev2774ZGRFBMzACpVcDXRSHTgkDYjqanpOJqajkvaZrhcvnwZly/LszgJYwzjx4/HqlWrkJWV5XMbf2spERJOUmckyXmehdt7772H8ePHIzc3F8uXL8cHH3yAsWPHIjc3F7NnzwYAbNiwAbfffjsWLFiAUaNG4aWXXuq2zdWrV2PUqFGYO3cuzp49635+zpw5eOGFF5Cfn481a9YgweN6vLW1NWIyw3uskcQY+wWA7wE4A7j/AnEA35GxX4T0ehZjG4p3bceoaTMRl5wiadv6hER85/FnsOk/CrHn/XdR8P2HJW2fSMNc7swY0yqYkQR3se2OU9saoRno+wI4GGmPPIzGf/wDVS//B3L++tG1ABaJaJaKZphLG6ChAJKkmMgAIQKmtrFrl4EqFY1xrydxRhLxzXUzrtfru9zGlZFEgSQSSaTOSJLDt9/+B5pbpM1yio8bjZEj/63L10+ePInVq1dj3759SEtLg8FgQH5+PrZt24asrCw0NDS4tz106BCKi4uh1+sxZcoULFq0CJMnT+7U5pEjR7Bx40YcPXoUNpsNEydOxKRJk9yvNzQ0YPfu3e7H69atwxtvvAGLxYKdO3dK9C8PjT+fXncBGMk5v4VzvrD9PwoiERKib7/aB4vRiLz5i2Rpf9CY8ciduwDHP/8nmmprZNkHCY25rAwAoFGwRpI7M8LH1DZBoowkABD0eqQ/8zTMZ8+i6ZNPJWuXyKvp84sAAMsFylaVGlMJfmUkycojsKBSxSvYERIOVCMpPPzJFnBtQ4EkEklcqwkCkRtIUsLOnTtx9913Iy0tDQCQkpKCGTNmYOXKlXj77bdh98jqnzdvHlJTU6HT6XDnnXdi7969Ptvcs2cPlixZAr1ej4SEBCxevNjr9aVLl3o9fuyxx1BWVoZXX30Vr7zyisT/wuD4s2rbOVAtJUIkd/bAHiSmZ6D/iOtk28fUJUtR/MV2fPXXjbjlX5+QbT8kOJaycohJSVClSJuRFghfU9s455LVSPKUsHAh6n//FurWrkXCwgXu+kwkcqlSYgAALIYyyKTGVILiGUkOh9n9syBQ0d/ejgJJ8nBlF7n4ExxauHAh9Ho9hg8fLle3CAlY//79sXDhQnz66acRG0jqLnNILpzzTgHi9evX4+DBg9i6dSvy8vJQVFQEoHMgubvAcnevxcb6nmp+77334pFHHvG367LyJ0DUDOAoY2wdY+wN13/+NM4YW8AYO8sYK2WMPd/FNvcwxk4xxk4yxt4PpPNEWqKKQVRFxpzLaCGq1RCDKJTY1tSICyeKMHLarIDmuQY6RvGpaRg/dyGKd30Ow5WKgPsZ6YI9/lJhGg2YRhP0+83l5YpmIwHwObXN0doG2O0QJVi1zRMTBPR78glYLlyA4U9/krRtv/Yf4nhFNVFw/hcgV8ZM+sNUZFtq/mYkCUwDxjRBjV9P7I5ryztHSs0FIh8O3vNGARCYBgKLzs9UURS9pvFIyZ9AUnx8PG699VavDBBClCYIAqZOnQq9Xu+ziHyg5DzPwqmgoACbNm1CfX09AMBgMKCsrAxTp07Fyy+/jLS0NFy6dAkAsH37dhgMBhiNRmzZsgUzZszw2ebs2bOxefNmGI1GNDc34+OPP+5y/yUlJe6ft27dihEjRkj4rwueP59e/2z/LyCMMRHAOgDzAFQA+Jox9nfO+SmPbUYA+CmAGZzzq4yx9ED3Q6Rzw20K1mmJUtO/e39Q7yv9+gC4w4FR02YF9L5gxujGO5eieNfn2LvxPSx+6oWA3x/Jgj3+Uun3+I9Cer+lvBzxcwsk6k1wXFPb4DG1zdHUCACSTm1zibv5ZsTNmYPaX69B/M03QzN4sOT76Eqo4xXNEucNCep9DpMNqnQ91JlUhFlqQoIG9gZTj9sNHfokINOfZ4ej5/2TXkTijKShQ5+UtL1wuummm2Rrm4KyJNoJgtAp0y4Ycp5n4TRmzBgUFhYiPz8foihiwoQJaGpqQklJCTjnKCgoQG5uLoqKijBz5kwsX74cpaWlWLZsmc/6SAAwceJELF26FHl5eRgyZAhmzer6nnDt2rX4/PPPoVarkZycjHfffbfLbW02G7Ta8GQY9xhI4pz/gTmrMbpyL0s55/6EKG9o37YcABhjGwHcDuCUxzY/BLCOc361fV9UyIX0CeeOHkZCv3SkZ8sfvNMnJmHKbXdi/wd/RlXpt8gcPlL2fZKe2RsbYb96FZrsbEX74Zra5pmRZG9y1sORemob4LzAznzpRZTfehsu/vCHGLJhA9T9+0u+HyINbrGDaWh2uxzU6XqYSxt63lBGdjsFkvoSmtomD9cKbC5GY+9dLZf0DYyxTr/Xfd2KFSuwYsWKHrdLT0/H2rVr/WqzsLAQhYWFnZ7ftWuX1+M1a9b41R7gLAw+LEyzHXq8OmSMzQJQCuAPAN4B8C1jzHeOlrcsAJc8Hle0P+dpJICRjLF9jLGvGGML/Os2kUPJ19Uo+bpa6W5ElTP7duPMvt09b+jB4bDj0qkTGDw2L+BvrYIdo0mLbkdMXDwOfPSXgN8byYI5/lJq3LoVjVu3BvVey4ULAKB4IAntafWexbbtje2BJImntrmoMzIw6Pe/h72uHhfu/5579Tq5hTJe0a7tWA3ajgX+XQ23OsDUFEiSgxCvgb3N2uO3vlXVH+PioT8HNX49cTjM0OuHY/q0LyRvm0QeLvGqbVXVH6OquuvpGJHsxIkTOHHihCRtSTEFiJBIIgiCJIEkKc8z0rMf/OAHeP/99/HYY4+FHjGdHgAAIABJREFUZX/+XB3+CsB3OOczOOfTASwC4E9YzNcdcserJRWAEQDmALgPwP8wxpI6NcTYQ4yxw4yxw7W1tX7smgSjrqIFdRUtSncjqtReOIfaC+cCe8/5czC3tmLw2PEB7y/YMdLo9Jh86xKUf/M1qkq/Dfj9kSqY4y8l85mzMJ85G9R73YGkIcFNOZIKc9VysHtmJDmntokyTG1z0U+cgMEbNsBhNuP8fcvQ8uWXsu3LJZTxinbWylZYK1sDfp8zkBT99Q0ikahXAzYObun+Yr2l5QyaG08FNX49cThM0OuzodOFb4opUQ6HtBlJLS1n0NJyRtI2w6W6uhrV1dJ8eRqpRYkJCZZUgSQpz7NosHLlyk7ZSPX19cjLy+v0n6veUrC2bdvWqU2DwYCDBw9iSJjuLfypkaTxrGvEOT/NmF+V9SoADPJ4PBDAFR/bfMU5twI4xxg7C2dg6WvPjTjnbwF4CwAmT54sbaVAQsLsYvExAMCgMYEHkkKRN/9WHPrbhzj6z4+x8EdPh3XfpDPLufMAY1CHsUaQTyofxbZbnDesQry8y4Hrxo1F9sa/oOLxJ3DpoX9F1huvI+E735F1nyQw3GqHEB+dxXQjnaB3nnuOVisErTLBOrvdBFGIUWTfRAESZyQRp45ZhVOmTFGoJ4RIQ6pAEgFSU1PdK7pJaf78+Zg/f77k7QbCn4ykbxhjv2eMzWz/700AR/1439cARjDGctoDT/cC+HuHbbYAuAkAGGNpcE51C88cB0IUcvHkcaRkDUJccniXfNfq9Rg9Mx/fHtwPc5v032yTwFguXIB6wAAICq8i5q6R5DG1jZuc9R0EnU72/WsGDUL2xr8gJnc8ql7+D9gMBtn3SfzHrQ6qkSQTpmk/96zK1a1xOEwQRAok9RVUIyk8esMqVaRvi8RAkhTFv4m3UI+pP1eHDwMoA7AKwHNwBnr+1Y+O2QD8CMA2AKcBbOKcn2SMvcwYW9y+2TYA9YyxUwC+APAs5zy0PC9CIhjnHJXfnsHA0WMU2f/Ym26BzWJWtK4QcbKcP698fSRcCyR5Tm1zmMzO12LCc4MpxMRgwCuvwN7aitrf/CYs+yT+cVgdYCoKJMnBdVy5TbmLY4fDDIEykvoMjsi6MeytBIE+M0l0k2rVNqnExMSgvr4+ovoU7TjnqK+vR0wI1/r+rNpmAvDL9v8Cwjn/BMAnHZ77d4+fOYCn2v8jCtPo6BuUQGl0+oC2b6iuhLmtFRlDRwS5v9DGKGPocPQbnI0TO7cjd170TyEK9PhLTYiLC+p9nHNYLlxAYl6exD0KgrvY9rUbDG52ruQkhGn5UADQjhiBhHnz0Pz5DmT++79fq90koWDHqzdgWn9msnfGrQ4IGvrbIAemcpaS9Dz3fFGJcbCJdjBVcGPYHbvdBJEykvqMutodOH/+TUyZ/BEYC/28VonR+5kq5/LYlJFEop1Uq7ZJdZ4NHDgQFRUVoFrJ0oqJicHAgQODfn+XVyWMsb9wzu9jjB1F5yLZ4JxPDHqvJCJNWpCtdBeiztQl9wS0fXVZCQAgc1hwgaRQx4gxhrE334IvNryFmvPlSM8eGlJ7Sgv0+Est7V8fCup99vp6OFpaFC+0DXhmJF2b2uYwmgBRBFOrw9qX2Nmz0PTJJzCdPg3dmGtZe9xqhbn8HGJGjQyp/WDHqzdIuGlQzxv5wK12gFZtk4crI8na/cV6dvYjQLb0u+ecO6e2UUZSn1FZ9REAwGZrgVqdGHJ72dmPhNyGUmbNmiVb25SRRKKdVFPbpDrP1Go1cnJyJGmLSKe7T7pn2/9/N4Dv+viPEBKg6nNlENVqpA5UrsDy6Fk3QVSrUfzFdsX60NdZL18GAKgHBf8tgGRcNZI8im1zkyms2UgucTNnAgBa9+zxev7qXzbi3J13Uv2kMOMODtg4BAokycI9ZdCuTKq+xVIHgEOjSVVk/4T0VpSRRKJdJNZIIpGny6tDznlF+49XAJRzzsvaH48CcEHujpHwO3OgEmcOVCrdjahycvcOnNy9w+/tq8tK0G9IDsQgpyhIMUa6uHgMnzINp/d8AZvFElJbSgv0+EutYfMWNGzeEvD7rFXOpVDVmZlSdylgjDFAFL2KbTvMprDVR/KkSktDzJgxaPnSO5DUeuAAYLfDciG0Pz3Bjldv0HqkGq1HAluCl9ucF5GMAkmyuFYjqfuL9crKj3D+wP8GPH49MZouAgB0McFlq5HoMH78WxgyuGM2JpOk7crKj1BZ+ZEkbYVbUVGRLCspAZSRRKKfVIEkOc8zojx/Pun2ANAxxvoD2A3gEQDvyNorooirVW24WtWmdDeiiuHyJRguX/JrW+5woPpcWdD1kQDpxmjsnLkwtbag/OjXIbelpECOvxws5eWwlAe+0KStugoAoIqAQBLQPr3N7pmRZAaLCX9GEgDE5efDWFQEW71z3QXucKDtyBEAgLXickhtBztevYGttg222sA+O1xTrqjYtjzcNZJ6CCS1tpWjtaU04PHricno/L4wRhcBmZFENv3SCpCVtUyWtlvbytHaFp2fqXV1dairqwu5HV/FfykjiUQ7qQJJUp1nJDL5c3UocM7bANwFYC3n/DYA4+XtFiG9T2NNNSzGNmTkDFO6Kxg8LhexSck49eUXSnelT7JWV4NpNBCTkpTuipNK5TW1zWE2QYjRKdKV+AXzAYcDzdudUy/NJSVwNDUBcE4JvPz0M6h7621F+tbXuJalZ1RsWxZM9C8jSS5GozMIr4uhQFJv17mwNk1ZkYqvQBJlJJFoF2mrtpHI5FcgiTE2BcAyAP9of46uKgkJ0NWqKwCA5AFZCvcEEAQR183Ix7mjh2FsblK6O32OraoaqowM57SyCMA6TG1TMiNJO2IENMOGoemTTwEAbV8fdvZRo4Hl3Dk0ffYZWnYoN52xL3FnJNHUNnm4jqtNmYt1o+kSNJo0iKIyQWMSRsz7HOacAklS8ZW1QRlJJNpRjSTiD3+uDp8C8BKArZzzYsbYUDinuxFCAtDgCiRlDlC4J06jZ90Eh92GkoP7le5Kn2OtroI6I0PpbrgxUQQ8M5JMRghaZVZyYowhYcECtH39Na68UIj63/8eqgH9oR19HVr27gWsVpjPnaNvysLAVuOcSiUmaBTuSe/ExPapbXZlLtabmo4jPu56RfZNwot1+v6XbhClQhlJpDdijFEgifSox086zvlOzvl3OOermfPr82rO+aNh6BsJs5g4NWLiwrvcd7TTxSdAF5/g17YNVZVQx+igTwx+OpOUY5SePRRJGf1Rcih6A0mBHH85iMnJEJOTA36frbomYuojAXBObYuQGkkAkLhkiTNw9OWX0I4Ygaxf/hKarCzY2+smOZqaYA9izn2w49UbCHo1BH1gnx22ehMAQJ0VJ0eX+jx/i22r1clQq1MCHr/uWK2NaG39FomJkyRrk0Qu1ikjSZpAvPN3Mzo/U/V6PfR6fcjtUI0k0htJlZEk1XlGIlOPS0cxxt4D8CMANgCHAaQxxv6Lc/6G3J0j4TVhnnJL0kerybfd6fe2V6uuICmzf0jTmaQcI8YYht8wDd988jeYWlsQExt9N4uBHH85pH7/gYDfwzmHraoKqlvmydCj4HSc2uYwm6BOTFSsP5qBWRj61796Pdey+0uvx+aycqj69Quo3WDGq7eInx14HZxrxbbppkgO/gaShgx+EJD4z3NzczEAIDFxgrQNk4gkV42kIYMflKQdJUyfPl2SdigjifRGUgWSpDrPSGTy55NuHOe8CcAdAD4DMBDASjk7RUhv1FBVieSM/kp3w8uIG6bDYbej/JvoXr0tmtivXgW3WqHOiJyMpI5T25wZScpMbeuKOstZW0w9wDk11FxepmR3+gRucwDCtSlYRGKuqW1hrpF09tsXcbToXwAAanVKWPdNlNExkEQ1kqRDGUmkN2KMUQkB0iN/AkkaxpgKwO0AtnDOLaDJ1b3SyT2XcXJPaMtr9zXHd/wTx3f8s8ftHHY7GmuqkZQZWiBJ6jHqP3wk4pJTUPr1AcnaDCd/j79crm7ahKubNgX0Hlt1NQBAlRk5NZI6T20zQYi0QNJAZ0ZNbP5sCHo9LOXnAm4jmPHqLVoOVaLlUGVA7+FWB2UjyYgxBqgY0ENG0uXLG1G+7/cBj19XKir+6P5ZFCPrPCdy6RgMluYG8fLljbh8eaMkbYXbkSNHcOTIkZDboYwk0htJFUiS6jwjkanHqW0A/gfARQDFAHYzxgYDaJG1V0QRTXUmpbsQdRqrq/zarrm+Fg67DUkhFtqWeoyYICA7bzK+/Wov7DYbRJU/HwmRw9/jLxfrpYrA31Pl7HPEFdv2mtqmbI0kXzTZ2QBj0I3PhelEMSxBZCQFM169hd0Q+GcHtznA1JSNJCcmCj1ObTOaLsHc1gC7Xfq/0YIQWec5kYdcGUlG0yVJ2lHC1atXJWmHVm0jvZFUgSSpzjMSmfwptv0rzvkAzvkt3PkbdQnAzfJ3jZDe42plZK3Y5ilnwiRYjG2oLDmjdFf6hGsZSRE0tU0lgntObTMqt2pbVzQDs5Dz0YdIXHwbtMOGwlxWrnSXej3KSJIfU/UcSJITBZL6ho7FtmligXQoI4n0RqHUcyV9R5fpB4yx+zjnf2GMPdHFJr+RqU+E9DoN7ZkziREUPHAZPDYXTBBw/tg3GDh6rNLd6fVsNTWAIECVmqp0V64Rvae2OTOSIiuQBAAx1zuXKtcMH47Gv/0d9sZGiAoWBe/tnBlJdEMkJ2cgSbk6FIIQeec5kQPVSJKLK5CUlJSEhoYGAJSRRKIf1Ugi/ujuCtG1nme/Lv4jhPipua4GgigiNinylsmNiY3DgJGjce4ozWEOB2tNDVSpqWARNI3QWWzbObWNW62A3Q4hwqa2eYoZORIAYC4pUbgnvZszI4kCSXJiKgZuD99Nvd1u9HpMGUl9Q+dV2+gGUSqum+2ZM2ciPT0dAGUkkehHgSTijy7vZDjnv2v//7+FrztESbFJdEEZqLgU/7JKmuvrEJeSCkEI7VsqucYoe/wE7Nv0J7Q1NUKfED0ZHv4ef7mogqhzZKupgar9YjNiqETw9joPDrMZAMAibGqbJ+2oUQAA09mz0E+e7Pf7ghmv3kJMCPyzg9scAGUkyUslANbuA0labQagjYGoCv3z32Kp9XosCJET0CbycU5TYXAFkKTKSNJqo/czNT4+XpJ2XDfbgiC4pwNRRhKJdlIFkqQ6z0hk6vEKor249o8AZHtuzzm/U75uESWMv2mg0l2IOhMW3ObXds31dYhPTQt5f3KN0ZD2QNLFE0W4bka+LPuQg7/HXy4p37s/4PfYamqh7h/a6n1SY6LKXWybm5wFfQVd5AaSVBkZEBISYP42sIykYMart4ibHnh9NspIkh9TCeD27i/WBw38F0Cij36LxSBNQyTqMCaAc+cUZi5RjaRBA/9FknaUMHXqVEnacd1sM8bcgSSqL0N6AykCSVKdZyQy+fNV1N8BvAdgO6g6HyFBaa6vRf8R1yndjS5lDBsObWwsLpw4FlWBpGhkq6mBLjdX6W54YYLgLrbtMEV+RhJjDDEjR8J89qzSXenVuM0BQUcZK3IKd7Fth8MStn2RSCMCaK+FRzWSJONatc0zkERTgki0o6ltxB/+XCFaOOdvyN4TorjjXziXxqbMJP8d/efHALrPjOEOB5rr6zHyxtAzkuQaI0EQMXhMLi6cOArOedR8m+bP8ZeT4U9/BuB/pgu3WGA3GKBKj7AycyqVszYSAG5y1lCJ5BpJAKAdORKNf/sbuMMB5mc9ikDHqzdp2e9cOTKgzCSrAyyeMpLkxETWYyDpUsV7MJc3IlN1V1CZZZ44t4b0fhK9nBlJzp+5RDWSLlW8ByA6M5MOHjwIIPSMCV8ZSXQDTqKdVIEkqc4zEpn8CST9ljH2MwDbAJhdT3LOj8vWK6KI1gZzzxsRLy2G+h63aWtqhMNuk2Rqm5xjNGR8HkoO7cfVyitIGZAl236k5M/xl5Otujqw7evqACDiaiQxUQQ3OgNI7oykCFy1zZN21Cg4WlthvXIFmoH+BVYDHa/exN4U+GcHrdoWBioBvK374I7ZXA2zuQH2ttA+/x0OK8zmvnsO9HVeBbclykiK5t+n5uZmSdqhQBLpjaQKJEl1npHI5M8V4kgAjwH4NYB17f+tlbNThPQmzfXO4EF8aoRloXQwZPxEAMCF498o3JPey1ZTAwBQR1ggCSoR3N5eO8PsrJHEtJGdkaTJyQYAWC5cULQfvRnVSJIfUwmALTw3nadPP49Tp58Ny75I5GHs2rksVY0k4h1ImjJlCgAgJSVFyS4REjLGGFpbW3HgwAGlu0IimD8ZSfcAyOacU7oKIUForneukiNFRpKckjIykZTRH+ePH1W8iHVvZW0PJEVeRpLKHUhyuIptR3hGkrp9BTZbTW0PW5JgcZudMpJkxlQM3B6em/qq6r+HZT8kUkmfkUS8V20bN24c8vLyFO4RIaFzZddt27YN06ZNU7g3JFL5c4V4HACt3UdIkNwZSWmRnZEEOFdvu3TyBOw2qqMhB1fQI/ICSSJga1+1zRz5xbYB58ptQN+eriY3buWUkSSzcBbb9sxIIX3P/7N35+GN3Oed4L+/KpwkwJtNsnn0xT7Z9yWpdbhlybZsy4ccX7HjPJmNx7Mzk9nnSbKb2d1JMjkmuxMns9nYThx7ZSmJY8e2rMO2bEmW5G5JrW6p7/tQd7N5dZPNEyBxo6p++0cRIEjiKACFqgLwfp7Hj5pAofAzfqxi4a33fX+LM5Ko9EovqRlJhFSK1N/nWIwWaSDpaclIagZwlTH2Lhb3SPpUyUZFTFHXYu0vjlZU39aec5u5qUnY7A64vXVFv1+p52j1jt049+ovcOe9q+jesq2k76UHLZ9/Kdm782t6Lo2PA3Y7xMbGEo2oQKmlbYmMJLe1zweCywWhvh7SuPZAUr7zVUnEpvznkzKSSo/ZBPB49kCS29UNoaYOor24YzK12TKpPosCiTplJLld3brsxwyNOv0dTl21jZBKkfr7HAwG4XA4CtqPXscZsSYtgaS/KPkoiCX0PVgeDZatZPsjj+XcZm5yAp7mZl0uMko9R91928EEAYPnz5RFIEnL519KjZ/9bF7bS+PjsLW2aF5lzChqaZuakaSEEz2SrB1IAgD7ilbE745r3j7f+aoknv0deW3PZQ4ooIykEhMbnFACcSgRCYIr/SVZZ+fnAV1O/TSX1YyllLbp1SOps/PzuuzHDHv27NFlP5SRRCpdMRlJeh1nxJq0BJKOAohwzjljbB2AjQB+WdphEVI5gr4ZeBqbzR6GJs6aGrT3bsDQxXNmD6UiqYEk65U4qqVt8z2SookeSdZutg0AthVtyQbmRF+JcisKJJWWvb0WACBNhOHoLm0XASptq3KLMpIoNU0vFEgilYhK24gWWq4q3gLgZox1AHgDwL8H8FRJR0VMcebVIZx5dcjsYZSVkz97Did/9lzWbYJ+H2rqG3R5PyPmqKdvB8ZuXkc0FCrp++hBy+dfSlNPPY2pp57WvL00PQ1bkwWDiotK2+Z7JFm82Tag9knKp0dSvvNVSebeHMHcmyOat+dx9feBSttKS6xXA7bybOb1TAaHnsR7h/9HXvOXHs1lNWMsJSNJp9K2waEnMTj0pC77MtrRo0dx9OjRovcjz//tpEASqSR6BZL0Os6INWm5qhA45yEAvwbgG5zzjwHYXtphETNEAnFEAtRkOR/huVmE52azbhPyz+gWSDJijnq27gBXFIxcuVjS99GDls+/lOSZGcgzM9q3n56G2GS9evHU0jaeyEhylkFGUtsKSJOT4PONwnPJd74qiRKKQwlpP3fw+SXpKSOptMQ6te+EPJv5Qj0en0E8Pp3X/KWz9Iuup3ZjUfsj5WVxRpo+gST1d7M8z6mhUAghHW6YPfWUem9dsFjJOiHF0CuQpNdxRqxJUyCJMbYPwBcAvDj/mJhle0LIPCkeRzQYRK1OgSQjrNywCTa7g8rbdMY5hzQzY8mMJGZLKW2LRAFRBLPbTR5Vbva2NkBRIE1NmT2UikMZScZgDvVyKlfDbX0sXLoduO8w9uz5oQHvSayiFBlJZAFlJJFKQqVtRAstV4i/B+BPAfycc36RMbYWarkbISSHkN8HAKhpKJ9Aks3hwMqNmzFMgSRdKXNzQDwOsanJ7KEsJ9oWrdomlEFZGwDYVqwAAOqTVAKJjCRQRlJJJTK+jAgkpWakuN3dsNlK25OJWE3qPWDqkaQHntJrigJJpJKk/j7H41StQtLLeYXIOf8V5/wjnPO/mP+5n3P+H0o/NELKXzKQVG+9cqZsuvu2Y2JowNSysUojT08DAGyWLG0TgfnyMCUSKYv+SIDabBtAXn2SiDbJjCQHBZJKiYkMEFiyuXlJ34uabVe11C+GlJGkD0VZ+BwpkEQqCWUkES1yrtrGGOuFmpW0OnV7zvkHSzcsYobG9hqzh1B2mjq7sz6fCCTpVdpm1Bx1b9kGABi5chHr9x8w5D0LkevzLzXH2rWat5Wm1T4SVsxIYjYRfP6CmEciZdEfCQDsbWpGUlxjICmf+ao0ttb8zh1KUL0DKTipkr3UmE3ImpFUW7MWNs8sbI5iz/8USKpmqaVtevVIqq0p33NqS0tL0fugjCRSqfQKJOlxnBHryhlIAvBjAN8B8C8A5NIOh5hp030dZg+h7PS975Gszwf9avBAr2bbRs1Re+962JxODF+6YOlAUq7Pv9Qanvik5m3lGTUjSWy0XiApUdomB4IIvP02XBs2mD0iTcTmZkAQIE1Oato+n/mqNLV72vLafuqfLgMABJeWywRSDGbPnpHU0fFrgA6nfspIqm4M+vdI6uj4NV32Y4adO3cWvQ8KJJFKpVcgSY/jjFiXlitEhXP+9ZKPhJAKFPKVX48kABBtdnRu3ILhyxfMHkrFkMqgtG3qO09CnpxE6999w+whacIEAYLXC2V2zuyhVCxGgaSSYzbRoGbb9EW3qi0KJFKPJD2klrbRqm2kUlFpG8lEy1nvJ4yxrzDGWhljdYn/lXxkxHCnXh7AqZcHzB5GWXn3+R/h3ed/lPH5kN8Hh9sNu0OfUiEj56h7yzZMDg0gNOs35P0KkevzL7XJb30bk9/6tqZtZQuXtsEmApxj5vv/Cu8HHoV7xw6zR6SZ6PVC1tjLK5/5qjSzh4Yxe2hY07ZcWfiSKbiotK3UmF3ImpE0MPBNXP3Vf9c8fxnfhzKSqlopVm0bGPgmBga+qcu+jPbWW2/hrbeKWzuIMpJIpdIrI0mP44xYl5ZbjV+e/+8fpTzGAfToPxxipliYKhfzFQuHsj4f9Pt0K2tT38+4OeruW+iTtOGe+w1733zk+vxLTQkENG8rT09BqKmx5IpoTFT/FCh+P5ybNpk8mvwIXi+UOW3zkM98VRoelbRvLKtfMh2r6qi0zQDMlr20TZIDkOU5cDmPOUz3PqCgYDVbHEjUJ5AkyeV7To1Go0XvgwJJpFLptWqbHscZsa6cV4icc3O72RJSxkJ+X9mt2JbQtnY97E4Xhi9dsGwgqZxI0zPWzEaCWlqTIOoY+DRCPhlJRJtEmZV7GzXJNITdoNI2+qJb5RYCSakBEFI4WrWNVCpatY1ooelWI2NsE4AtAJK30jnn3y/VoAipFCG/D02dXWYPoyCizYbOTVswfOm82UOpCPL0tGUDSRBTAkll1s9L8HoRHy6u5IcsxmX1SyazUSmUEZiNAVkyknR7Hyptq2qLStt0ykiqdpSRRCoVBZKIFjmvKhhjfwjg2wD+AcCHAfy/AD5d4nERUhGCZZyRBABdW7ZhamQIIb/P7KGUPWlmGrZGa/4uJErbAECsrzdxJPkTvV7IAWq2radEdgyz0RcjIzBb9h5JeuGcytermSA4Fn7QqUdStaOMJFKpKJBEtNCSkfQ5ADsBnOacf4kx1gHgW6UdFjFDS5fH7CGUndZVazI+p8gyInOzqKnTrze90XPU07cdwHyfpHsfMPS9tcj2+RvBuWmj5m3l6Rm4Nlq0/5C4cE+h7DKS6rSv2pbPfFUae0et5m25nAgkUQaLEZhNgBLI3IPC49kER/0s7E7tc5iOohTe54KUv9RAkl4ZSR6PRf+madDW1lb0PlIzkmjVNlJJ9Aok6XGcEevSEkgKc85lxpjEGPMCGAOwVsvOGWOPAfhbACKAJznn/z3Ddp8G8AyAfZzzk9qGTvS2fh8d7PnadP/7Mj4XCapNKN1e/QJJRs/RijXrYHM6MXLlkiUDSdk+fyPUf/SjmrbjnEOemoLYVAYZSY3lFUgSPV4ogQC4LIOJ2ZsJa52vSlSzY4XmbRcykuiLkRFyrdrW3vYxQIdTP+fFNesm5U1gqRlJ+vRIam/7mC77McO2bduK3geVtpFKpVcgSY/jjFiXlqvEM4yxBgBPATgJ4DiA07lexNRi7L+DWg63BcCvM8a2pNnOC+B/AfBuHuMmxPLC8w2AXToGkowm2mxYuWEzRq5eMnsoZU0JhsDjceuWti1qtl1epW1CnRcAoASDJo+kgsz3SAIFkgzBbIIhzbYpkFTdmGBP/pt6JOmDSttIpaLSNqJF1qtEpv4W/Qnn3Mc5/zsAHwXw7zjnv6lh3/sB3OCc93POYwB+AOATabb7cwBfBRDJb+hEb8d/1o/jP+s3exhl5egz38PRZ76X9rnInFpu4/Z4dXs/M+aoa1MfJgZvJTOsrCTb52+Eia9/AxNf/0bO7WSf2mNKbLR4s21RhOAprxJXcT5QK2sob9M6X5XI/+og/K8OatqWeiQZK1dGUn//3+Lya3+qef4SOFcQiY4lf06UtrHUzBRSNUrRI6m//2/R3/+3uuzLaIcOHcKhQ4eK2gdlJJFqEI/HFwVN86HHcUasK2sgiatnyBdTfr7BOc+ZjTSvE0DqUjoj848lMcZ2AejmnL8IYjpZ4pCl8l4SVpFG8cgEAAAgAElEQVQVzIwFMXJ1GiNXp+GfCJd0mVs5HoccT993IpGRpGdpmxlz1LW5D+Acd65dMfR9tcj2+RuBx2LgGu7UyDMzAKxbNpYobRPr68vuYljwqoEvRUPDba3zVZFkRf2fBtQjyVi5MpIUHgPnMc3zlzB296d4++374fOpHQM4l9Da8gHcf/9bRY2XlCeB6Z+RpPAYFF6e51RZliHLhTegDwaDGBgYSP5cbn87Cclm6e+zJBWW0VrscUasTUuPpOOMsd15BJAS0p1Rk9+AmboO7d8A+K2cO2LsKwC+AgA9PT15DoNUulhEwq1zkxi4MInBi1OIRxafsOpaXOjd04bevSvQ2q1fdlAu4YD+gSQztK/fCEG0YeTKRazdvc/s4ZQl2TcfSGqwdmlbuTXaBgCxLpGRNGvySCoH9UgyVq6MpEJFI6MAgDt3foiGhr3gXEJNbS+cjhbd34tYHxP075FUzZ566ilMTU0lf6ZAEqkkS3+fY7EYHA7KZiWLZQwkMcZsXC2ofwDAv2WM3QQQhBog4pzz3Tn2PQKgO+XnLgB3Un72AtgK4PD8L2s7gJ8yxj6+tOE25/zbAL4NAHv37qW/fgQAIMsKTrx4C+cPjSAekeGuc2D9nhXoWN8AT6ML4By+8TD6z4zjzKtDOP3KINbtbsWBT/WirsVd8vElSttcXuOCV6VgdzjRvm499UkqwkJpm0UDNWL5BpKE+eNLmdO2chvJjTKSjMVsAiBzcIWDCfp9GRVt6ipvPv9JcM7BuQSBabl/SCpRKVZtq2apQSSAVm0jlSVRzeF0OhGNRqlPEkkr2xXFcQC7AXyywH2fALCeMbYGwG0AnwfwhcSTnHM/gORtMcbYYQD/K63aRrSYuh3A4e9dxVj/LHr3rMD2h7vQvrZ+2UV41yZg60OdiATjOH9oBGd+OYiB81Po3bsCXZsa0b62Hg0rakoyxnBgDqLNBrvTVZL9G6lzcx9OvfgC4rEo7A6n2cMpO8nSNosGaphtobSt3IjzgSSZAkm64RI12zZU4nOWFUDIvvJgPhQlCgDgigTOE/2RKJBUrVJL2/TqkUQWUEYSqSSJ32ebzYZoNIq4iW0kiHVlu6JgAMA5v1nIjjnnEmPsdwC8AkAE8BTn/BJj7M8AnOSc/7SQ/ZLSaVtdHiVYF9+8jTd/8B4cLhEf+O0t2LCvPedrXLV27H98Dbbc34HjP7uFW+cmce0dtQlpY3sN7v/0eqza2pz3WNp7N2R8Ljw7C5e3TteLC7PmqHPjFpz4yY8xdv0auvu2mzKGdLJ9/kZwbde2rKns8wGCkCzDshpWCRlJGppta52vSuToyiMzUqJm20ZidjWQxOMKmH15IKmubjtiTXNwOPPLblVkdQ0TDp5csU1IWbmLVJfFGUn6JPfX1VnneiBfnZ2duTfKAwWSSCVJDSQBKDiQpPdxRqwlWyCplTH2e5me5Jz/P7l2zjn/BYBfLHnsjzNsezDX/khprd3VavYQsuIKx4lfDODEi7ewamszHvmtzXB78qvX9TS68P7f3AxF4ZgZDeL2ez5ceus2Xvy7c3jg0+ux45Hu3DtJsX7/gYzPRQKzuq7YBpg3R50btwCMYeTqJUsFkrJ9/kao+8AHNG0nzcxArKtLBmwsJ9FsuwwDSQsZSbl7JGmdr0rk3qq9Lw6XqLTNSInPOVOfpBWtHwIKOPXLiYwkLkFR1EASYxRIqlalWLVtReuHdNmPGTZv3qzr/iiQRCqJXoEkvY8zYi3ZAkkiAA/SN80mxFCcc7zy5CXcPD2Ojfe24+EvbYIoFv4lRxAYmjs9aO70YPP9HXjt6cs48sx1AMg7mJRJeG6u7PsjJbg8HrR0r8Ltq5fNHkpZkmd8EBut2WgbSGm2XYalbcxmA6upgTIXMHsoFYMCScZKBpKyrNxWCEWJJP+bLG0TqLStWjHqkaQrQRAWLYlOgSRSSfQKJJHKlu2KYpRz/meGjYSY7tjzahXjfU+sM3kky10+cgc3T4/jno+vwZ4Pr9b1D7bdIeJDX+7DL5+8hCPPXEdjew16+rSVub31/X8EADz4hd9a9lwkMIemzi7dxgmYO0edm/pw+c1fQZFlCBbJrMn2+Rth/H+oiZkrfj9j8iYAtbTN0oGkMi5tA9SsJC0ZSVrnqxL5X74FAKh/bE3ObSmQZKxkaVuGjKQbN/8K0X4fuuQva5q/hERpmyxHk6Vt1COpeglM/4ykGzf/CgDQu+5/02V/RnrttdcAAI8++mhBr196HUqBJFJJ9AokFXucEWvLdpVIZ0RiCUFfFEefvYHOjQ3Y85i+QaQEQRTwyL/ZgqaVtXjtHy8jNFv86gThuVm4PdbsiVOIzk1bEI+EMTF4y+yhlB15ZsbaQZpkaVv5ZSQBgFjnpYwkHfGYol4BiHQZYITSZSQlSttiuHpN7SogUGlb1Urtj6VXj6RqtnSVNlq1jVSSxO8zZSSRbLKd9R4xbBSEZHHs+ZuQJAUP/8YmXZdGXkrNTNqKaEjCseduFLUvzjkigcopbQPm+yQBuH3tiskjKT/yzAzERusGkhxrVsO9ezfc263T/yofgkdbRhLRRolIYC4b3WE3SK6MpELJ86VtADA5qd4VXtQnh1SVRdlotGpb0ZYGjuh8SSpJ4vdZnM9Yp0ASSSdjIIlzPm3kQAhJZ+yWH9feHcPOR3tQ31pT8vdrWlmLnY/24Oo7Yxi96S94P7FwCIos695s20x1La3wtrTi9jXqk5QPzjlknw82C5e22Robsfr734N95Uqzh1IQoc4LxU+BJL3wiAzBZY3y1WqQq9l2oRIZSalstsr5m0TykxpIoh5JxaNAEqlk1COJaEF5mMSyOOd4+5kbqKlzYM9jqwx73z0fXoWaegfe/cnNgvcRnlOXInd5K6e0DVCzku5cvQTOKS1eKx4Kgcdi1i5tK3Oitw5ygErb9KJEJAhO6qVjlGRGkt6lbXJk2WM2W2X9TSLaMZYSHKaMpKJR4IhUssTvt92ulsRSIImkQ1eKJKmj11r9UfrPTmCs34+DX9wIh8u4X1WHy4bdH1yFI89cx50bPqzszRwA6Nzcl/bxyHyZjVvnQJLZc9S5qQ9X334D/vG7aGhrN3UsQObP3yg1e/fk3Eb2+QDA0s22y53aI2ku53Za5qtSOVZrP3fwqAxGGUmGyZWR1FC/F7HWAByu/M7/qaVtCZSRVL0WZSTpdDOooX6vLvsxQ09PT1GvT81IOnjwIBwOKhsllSM1UCqKYsGBpGKPM2JtFEgiSau3tZg9hCRZVnDs+Zto7KjF5gMdhr//lgdX4tTLAzj10gBW/qedGbdbu2tf2sfDgfmMJJ1L28yeo65N832Srl6yRCAp0+dvFM/73pdzG2lmPpBEGUklI3jrIM/NgXOe9S6xlvmqVO5NTZq24wpHtN8P10YKfBplIZCU/st9S8vDQAGnfiptI6kWZSTpVNrW0vKwLvsxw4YNG4p6fWogqbe3t9jhEGIpiWspzjnsdnvBgaRijzNibVTaRpLkuAJZ59T6Ql05cgf+8TAOPLEOgmj8r6ndIWLbwS4MXZqG724o43ZSPA4pzck1ElTLbFy1Hl3HZfYcNXf1wOXxYuTKRdPGkCrT528UJRaDEsu+wp88MwOAAkmlJHo9gCSBh8NZt9MyX5WKS4qmHjzB46MAgMi1mVIPicxbKG2T0z6vKFHIsXDePZQUJQpRrF30GJW2Va/UQBLXqbRNUaJpA5blQJIkSJJU8OtTA0m0YhupNHoFkoo9zoi10ZmPJB1/8RaOv2j+0u7RsITjL97CyvUNWLWt2bRxbHlgJQSR4cIbIxm3OfbM93Dsme8tezw636/F5dE3kGT2HDFBQOemPssEkjJ9/kaZ/Po3MPn1b2TdRvarTduptK10hPkSUjlHeZuW+apUs68NYva1wZzbyXPUB8Fw8xlJyHCToP/W13D1jf+maf5SyXJkWeBoaWCJVI/Fzbb1KW3rv/U19N/6mi77Mtrhw4dx+PDhgl+fGjyifkmk0ugVSCr2OCPWRoEkYjnvPH8TkUAc93+619Q/zrX1Tqzb1Yqrx8YQj6a/U5xJIiPJqXNGkhV0be6Db2wUgekps4dSFpI9kuqt1YOskoh1armOMksrtxWL2egLkdEEh3oppujdbFuJwG5fnAlJX3irFzXb1hcFkkgl88zfCG9sbCwqkEQqGwWSiKWM3vTj4pu3sf393VixyvwU/L6HOhELS+g/O5HX6yLBAGwOJ2zzqx1Ukq7NWwHAMllJVif7KZBUalozkogGspqp0Prvd5g8kOrB7CKYXYAS1PdCPV0giVSvxRlJFEgqliguBOaotI1Ump6eHnzxi1/EI488QoEkkhGd+YhlyLKCw9+7Ck+TE/s/tsbs4QAAVvY2wNPkxHvvjuX1umgwAFdtZZYQrFi9FnaXGyNXL5s9lLIg+/0QPB4wG61tUCrJjCQKJBWNxxXAJsBpgUB+NRFq7CUIJEVht1EgiaiYQBlJpUIZSaQSrV+/HjabDXa7HbEq7S9JsqNAErGMc68NY/pOEA99fiMcLmt86WYCw8Z72jF8ZRpBv/aGkpFAoCLL2gBAEEV0btyMkcsXzB5KWVD8fspGKjHBqwaS5FkKJBWLSwqYSF+KjCbU2qCE9GtIKsshKEoMdgf1ZiMqr2cz3O5VAPTrkVTNFGUhGEeBJFLJKCOJZGKNb+vEEro2m3fBGQ7EcOqlAaze1ow1281d4n6pjfe049RLg7hxchw7Hule9FzPtp1pXxMNBnRvtA2YO0epujZvxZEf/DNCs37U1JkXJMn0+Rul9sB9ObeRfD4KJJWYWJcobcveI0nLfFUqZ6+2zBQuc+qTZALmtEGJpg8kNTUeQKwjAKdLe3ZROHIbAOCp3QQAcLtXY8OGPyp+oKRsiWINDtz3Kxw6vFm3jKSmxgO67McMa9euLer1nC8E46i0jVSyYgJJxR5nxNookESSujc1mfbeJ38xgHhUxn1P9Jo2hkwa22vRtLIW/WcnlgWSVmUIZERCQXib9Q+ImTlHqRJ9km5fvYT1+827kMz0+Rul9r7cgQnF54fYQOUlpZTISFJyZCRpma9K5erVGISWOSDSlyKjCQ4BciD9hXpT0/1Anqf+SFhdbdTr3YyHHjwJm61ucbNlUsUE3XokNTXdr8t+zKBnIIkykkglo0ASyYSuFklSLCwhFtYvtV6ru7dmceHwbWx+YCWaVlqzr9Dana0YveFDOLC4RjgaCiEaCi3bXu2RpH9GkllztFTbuvWw2R0YuXLJ1HFk+vyNIgcCkAOB7Nv4/RAbKCOplASHA8zpzJmRpGW+KpUSkaBEcp87uEylbWZgThE8ln51UEmaQyzg0zR/CZH5jCSXqwt2eyMFkUgSY4JuGUmSNAdJKs+S4kgkgkgkUvDrKSOJVItiAknFHmfE2ujMR5JOvTyIUy8PGvqeUkzGa/94GbX1Dhx4Yp2h752PtTtbwTkwcH5y0ePHX/gRjr/wo2XbRwKlCSSZMUfp2Ox2dGzYhGGT+yRl+vyNMvWtb2PqW9/Ouo3s90Og0raSE+q8OTOStMxXpZo7PIy5w8M5t+OSAmajSwOjMYcIHk0fSBoY/AdcP/ZXmuYPABQlhqGh70AQHHA4rFUqTqxA0K1H0sDgP2Bg8B902ZfRjhw5giNHjhT8euqRRKqFw+EouNl2sccZsTa6WiSmOvXyIHx3Q3j/b26Gs8Zu9nAyaun2wNPkRP/ZyZzbKoqMWDhUsc22E7q3bMPE4C1EqjTDQwuuKPMZSVTaVmqitw4yrdpWNC5zykgygeAQoWTISMrXjO84wpEhOJ0davYJISkYY7Rqmw6otI1UC4fDAVmWIUnmV0QQa6ErDGKambEgTv9yEBvuaUP3Zmv0/smEMYY121sxcmUaUo6L/WgwCAAlabZtJV1btgKc4/Y1c8vbrEwJBABFoWbbBhC9XigUSCoe9UgyRaK0LfXLaaESpUbbtv190fsilUi/HknVjErbSLVwOp0AUHBWEqlcdOYjpuAKx6F/uQqbXcSBT1mvwXY6q7c3Q4orGLk6k3W7SFDN0ClFaZuVdPRuhGi3Y/iSueVtVib7/QAAsZ4ykkpNqKOMJD1QjyRzMIcIKACk4gNJiqz2jbOJNUXvi1QetUeSPqVt1YxK20i1cDgcACiQRJajQBIxxflDIxi94ceDn12P2nqn2cPRpHN9I+wuEbcuZC9vi86XelV6aZvN4cDK9ZswcuWi2UOxLNnnAwDKSDKA6PVAmc3ebJvkxiWFMpJMIDjUz1yP8jZZDqv7pEASSYtRRpIOqLSNVAsKJJFMbGYPgFjHqq3NhrxPJBjH8RdvoaevCRvvbTfkPfUg2gX0bGnCwPlJ8C9wtdxt195l25UyI8moOdKqa8s2vPPsD9Tm4iaU8qX7/I3ked9DWZ+XffMZSdQjqeQEDT2Scs1XJXNt1Fg+LHEwFwWSjMac6qpqPCoDtYv7BTY3H0Q8FoDLpW0O5fmMJFFw6ztIUhH0XLWtufmgLvsxw/r164t6PZW2kWqRKG27e/cuVqxYkddriz3OiLVRIIkkrVxvzJfd068MIhaRcOBTvWV3F2f1thbcPD2ByeEAWnu86Nq8ddk2iUCSs7ZW9/c3ao606unbjmM//j5GrlxE7757DX//dJ+/kWr2Zg9kJUvbGigjqdTEOi+U2VlwzjOeV3LNVyVzrtH2O8jjMgSvo8SjIUsxx3wgKU1GUmPDPiCPU38iI0kUKZBE0tGvR1Jjwz5d9mOGVatWFfV6Km0j1SKRkfTss89i27Zteb222OOMWBuF0ElSOBBDOFDatMXQbAznD41g4/52NHeWX+lXT18zwICB+fK20KwfoVn/om2iJcxIMmKO8tGxYSNsDieGLp0z5f3Tff5GkmZmIM1k7pkl+6m0zSiCtw48HgePRjNuk2u+KpkcjEMOxnNup8SUZJkVMU4ikJSutC0Wm0bYN65p/gBAVkIQBBet2EbS0rNHUiw2jVhsWpd9GS0YDCI4vzhKIai0jVSLRCAJAGQ5v/LrYo8zYm10lUGSzr46jLOvDpf0Pc69PgxFUrD3I6tL+j6lUlPnQNvqOgxcmAIAnHrxeZx68flF20QSPZJKUOplxBzlQ7TZ0blpC4Yvnjfl/dN9/kaafuppTD/1dMbnqUeSccQ6LwBAztInKdd8VbLAWyMIvDWSczsel5NBDWIcIUtG0tDwd9B/4m81zR+gZiSJ1B+JZKRfj6Sh4e9gaPg7uuzLaMeOHcOxY8fyft3Q0BAmJyeptI1UjdRAUiQSyeu1hR5npDzQmY8YJhqK48IbI1i3ZwUa2sr3InfV1maMD8wiNJs+MygSDEC022F3lEcT8WL1bN2ByeFBBH3VmemRjez3Q6itBbNRFXGpCR41kKTMB3JJYXhMAbPTpYHRFnokFf8FX5ZDEAVX0fshlUnPHknVJhKJ4KmnnsKzzz5LpW2kathSrmHD4bCJIyFWQ1eLxDAXDt9GPCJj94fKu1529bYWAMDQpam0z0dDwZKUtVlVT992AMDQJXOykqxM8fup0bZBRK96zCk5Gm6TzDjnlJFkEjZfTpguIylfshymFdtIFvr1SKo2iS/Ro6Oj4Jyjt7cXBw8epIwkUtHq6+vR19cHIP+MJFLZ6MxHDBGPyTj3q2Gs2taM1m6v2cMpSku3BzX1DgxezBBICgbhrNG/0bZVrVi7Ds7aWgxdMKdPkpVJPh+VtRlE8NYBAORZCiQViscVQAEFkkwgODP3SMqXIoeo0TbJiDGmW4+kahOPL/Qpk2UZ7e3tOHjwoHkDIsQg996rLqhDGUkkFQWSiCEuH7mDSCCOPWWejQSoF2E9fc0YvjK9qEY+IRIMlKQ/klUJgoievh0YvHAm7edRzRQfZSQZJZmRFKBAUqHiY2pDTPsKCkIYLblqW1SfjCTqkUQyE6Ao1lm0o5ykBpIA6o1EqofLpZZLU0YSSUWNO0jS2p2tJdmvonCce30YHevq0dFbGV+qV/U14+rRUTSu3I6W7sVBo2gwiJq6upK8b6nmqFg923bi+vGj8N0dRWP7SsPet3f/fYa9VzreDzya9XnZ74e907jPo5oJdbkzknLNVyVz97Xk3CZ+W+0vZS/DFTXLHcvSbLu19YOQlCDcrtxzCKirtjkc1vxbQcwXDg8gHB7A1NSbaG5+qKh9tbZ+UKdRGW/Tpk15v2ZpIIl6I5Fq4XarN5jyzUgq5Dgj5YMCSSSpbU1pgh8D5ycxNxXB/Z/uLcn+zdC9pQlMYAj4GrDt4XWLnouGAmjsKE3woFRzVKxV23YAAIYunDU0kNTRu9Gw90rHvX171udlvx8ClbYZQvTkzkjKNV+VzKGhpFiaioDZBYj11bFQgJUwgQE2AUpsee+a+rodQB6nfspIIlr4Z88VHUiqr9uh02iM19XVlfdrlgaSZmZokRFSHRIZSfkGkgo5zkj5oJxMkhSYiSIwE9V9v+d/NQxvswtrdlTOHVKn24aOdfXoP3sLc9OTi56LlLBHUqnmqFgN7SvhbWnFwLkzhr7v3PTkss/fSPG7dxG/ezftc1xRIPv91CPJIKymBhDFrBlJ2ear0sn+KGR/9nMHj8lgTpHusptEcAhpM5Ii0TGEJoZyzl+CumoblSeS7ByO5qL3EYmOIRId02E0xpudncXs7Gxer1kaSJqentZzSIRYls1mg91uz7u0rZDjjJQPCiSRpAuHR3Dh8Iiu+/RPhHH7PR/6HlwJQaisLyertjZjYuBtHH/hJ8nHOOeIBgNwlahHUinmSA+MMazevgvDl85DkYvv8aHV2ZdfxNmXXzTs/Zaa+ZfvYeZfvpf2OSUQABSFeiQZhDEG0ePJumpbtvmqdIFjdxA4difrNjxGK7aZiTnEtIGkkZHv4tbZb+WcvwRJCkC0UXkiSc/paAMAKHLxTXNHRr6LkZHvFr0fMxw/fhzHjx/P6zWSJC36eY5WCSVVxO12552RVMhxRsoHBZJISV0/od6pWr+vzeSR6G/VNvVunn9i4aQaj0bAFaWqVm1LWLV9N6KhIMZuvmf2UCxB9vsBAGI9BZKMItTVQaYL+4IpMQWCgy4LzJIpkJQPSZqDLAfgcrbrNCpSaQ4ceAOAmrlG8iMvuVH2xBNPmDQSQozncrlo1TayCF0xkpLhnOO943fR0VuPuubKS7Nv6qiFw2XD7OTCSTUSUJvVOmurL5DUs20HwJjh5W1WJfsSgSQqbTOK4M2ekUSy43HKSDITc6TvkZSPaFQt3XRSIIlkIAh2MGaHrENGUrVRlIXj83Of+xxWr15t3mAIMZjb7aZV28giFEgiJTM+OIeZsRA27K/MC1rGGOpb3ZibikCOqxcX0ZC6fLartvrKCtweL9rXrcfA+dNmD8USZJ8PACA2UCDJKKKXMpKKwWMKBZJMJOiQkRSJjAIAnK4OPYZEKpQouiErlJGUr9RAkijSuZJUl0JK20hlo0ASKZnLR+7AZhcqsqwtob7VDVlWcOemGjSIBuczkmqqL5AEAKu378LYjfcQmf8cqlmytI16JBmGMpKKw2MymJ0uC8yiR2lbdL7xsctJgSSSmSjWUEZSAVJL2wSBzpWkulAgiSxlM3sAxDp6967QbV+xiITrJ+6id+8KON2V+2u2+8OPYvDKaQxenEL3piZEgmpGUqlK2/Sco1JYtWM33nnuhxi6eA4b7rm/5O+38UBxSxcXq+4jH874nOyfz0ii0jbDiN46RLIEkrLNV6Vzb8+9aiY12zYXcwjgaUrb2lZ8FHEWgtuVew4TK2g5ndb+W0HMJYpuXXokta34qA6jMUdfX1/er6GMJFLNCumRVMhxRspH5X7DJ3lr7fbqtq8bJ8cRj8roe7BTt31a0coN69G9JYihi1PAp9cvZCSVKJCk5xyVQkfvRjjcNRg4d9qQQNKK1WtL/h7ZuDZvzvhcMiOprs6o4VS9XBlJ2ear0jlW5s6SVJtt05cjs2TKSPJ6twAaT/2x2Djs9iYIgkPn0ZFKIgr6ZCR5vVt0GI05Ojryz9qjjCRSzex2OyRJAuccjGlbibuQ44yUj5KeBRljjzHGrjHGbjDG/vc0z/8eY+wyY+w8Y+x1xtiqUo6HZOefCC9agawYV4+NorG9Bm1rKvtLtO/uGFq7FcyMhTA7GS55jyQ956gURJsNPVt3YODsaXDOS/5+vrtj8N0dK/n7ZBIbHkZseDjtc7LPB6G2FsxuN3hU1Uv0eKEEAuBy+vKgbPNV6aSpMKSp7OcONSOJvhyZRXCIaZtth8NDmLvzXs75A4BYbBp2e1MphkcqiKBTRlI4PIRweEiHERlvenoa09PTeb0mNSMp9d+EVAObTc0/Wbp6YTaFHGekfJTsipExJgL4OwAfBrAFwK8zxpbeujgDYC/nfDuAHwP4aqnGQ3K7fOQOLh+5U/R+fOMhjN70Y+O97Zoj1uXqwusvIzB5CgAwfGV6YdW2mtJkJOk1R6W0ZucezE1NYPp26b+wX3j9ZVx4/eWSv08mvh89A9+Pnkn7nOL3U38kgwl1atqGMl9iulS2+ap0wRNjCJ7IHHTlnFNpm8kSGUlLg/C37/wQQ5f+Kev8JcTj03A4KJBEshNFNxQdMpJu3/khbt/5oQ4jMt7p06dx+nR+i4OkBo+i0ajeQyLE0uzzN0YlSdL8mkKOM1I+SnnrcT+AG5zzfs55DMAPAHwidQPO+SHOeeKWyDsAuko4HmKQa++MAQzYeE9lrta2lLPWDk+jE8OXpxENBWF3uSFUce386p27AQC3zpw0eSTmkn1+6o9kMNGrBpLkWWq4nTeJAxyUkWQiodYOKBw8rP0ifal4fAZ2e6OOoyKVSBRrICvWzW62qtRMDCrZIdUmkZGUTyCJVLZSXjF2AkhNSRiZfyyT3wbwUgnHQwzAOcd7J+6ia2MjPI0us4djCAage0sTRq7NIBIIlKw/Urmoa1mBlp7VuEEYdUUAACAASURBVHW2ygNJfj/EBgokGUmYDyQpAQok5UuZ781DGUnmEevVvkaSP1bwPmKxKTiotI3koFez7WqjKApsNhv+5E/+BPV0o4hUGQokkaVKGUhKV9OUtmkKY+w3AOwF8FcZnv8KY+wkY+zkxMSEjkMkepsYmsPsRBjr97WZPRRD9WxpRjQkYXbSX7L+SOVkza69GLlyCdFQ9V6oyj4fBLrQNFQiIylbw22SnjKfBSNU8CqbVmdrUm++SJOFnTc5VxCP+2Cn0jaSgyjq02y72siyTKu1kapFgSSyVCkDSSMAulN+7gKwrLkLY+xRAP8FwMc552kLjjnn3+ac7+Wc721tzb38LTHP9RN3IYgMa3dW1zx1bWoEY8DspK9k/ZHKydqde6HIMgYvnDF7KKaRZ2Zga6QSEyMJXrW5v0yBpLxxCiSZzt5WCzAgPlZYIEmS/AAUKm0jOYkCZSQVQlEUWq2NVK1EICkej5s8EmIVpbxiPAFgPWNsDYDbAD4P4AupGzDGdgH4FoDHOOfjJRwL0WDjvcX1NOKc48apcfT0NcNVWx0rVW156BEAgKvWjvZ19Ri5MIeW7tLdDS52joyycuNmuGo96D91HBvuub9k75P4/M1S/8lPpH2cSxLk2VmIjZQZYCRxvtm27J9N+3ym+aoGNbuzZ4lSRpL5mF1QG25HFt/t7Wh/ApI9ghpX9jmMxdSVcRz25pKNkVQGUayBokTAuQLGCg+MdLQ/oeOojLVjx468X0OBJFLNCslIKuQ4I+WjZFeMnHOJMfY7AF4BIAJ4inN+iTH2ZwBOcs5/CrWUzQPgmfnVvYY45x8v1ZhIdk0dxWXSTA4HEJiJ4p6Pr9VpRNbX3LWQdLd6WwtunQrBZq8p2fsVO0dGEUQRa3fvw81Tx6HIcsmaj6d+/mZwrluX9nHZ7wc4h0gZSYZKfN6yz5f2+UzzVQ3sK7Kfl5T54IXgokCSmQSXCCWyeGnl2tpeQMOpX5LUAKrN5i3F0EgFEUU3AECWw7DZCr+uqK3t1WtIhiukwoFK20g1KySQRJVEla2kV4yc818A+MWSx/445d+PlvL9SX6mR9UlswsNVgxemgIA9PRVz93QqRG1n3xzVzdWbWsGlAii4dJdZBQ7R0bq3XcfLr91CLevXkJ33/aSvEfq52+G6M2bAJYHKORpNTPA1kSBJCMJHg9gs0GemUn7fKb5qgbxcbWMJVNAicfVZa2Zne62m4k5beDRxRfpweANSFMR1LjWZg0IykoEACCI1bHQBSmcIKq/R7IShk1LlDKDYPAGgPIMKCV6rubzRVeSpOSXaUKqTSGBpEKOM1I+6IqRJF17ZwzX3hkr+PVDl6bQ2uNFTZ1Dx1FZ2+U3X8flN18HANS3OgDEEfSl6zOvj2LnyEirduyCaLfjxol3SvYeqZ+/Gfwv/AT+F36y7HFpPpAhNlFpm5EYYxAbGjJmJGWar2oQOn0XodN3Mz6/EEiiu+1mElwilOjijKTRsecxcu1fs84fACiyGkgSBQokkewSGUlKkX2SRseex+jY83oMyXDnzp3DuXPn8noNBZJINSskkFTIcUbKBwWSiC6ioTjG+mfR01e9X5yjQTVbyD/FEQvTigYOlxurtu3EjZPvgPO0CzZWLHl6PpBEpW2GszU2ZMxIIpnxuBq8YA66LDATc4jgSwJJWimKul6JQIEkkoOYyEiildvyQoEkUs1o1TayFF0xEl0MXZ4GVzhWVVFZ21KRQED9B3di4OKkuYOxiPX7D2B2Yhzjt26aPRRDyTNqaRsFkownNjRSIKkAPEalbVbA7EIyOyxfidI2kUrbSA6ikOiRRCu35UOWZQokkapFgSSyFF0xEl30n52A22tH29p6s4dimkhAXXLc5fGi//SEyaOxhrV79oMxAdePHzN7KIaSEj2SKJBkOLGxEZKPAkn54pICCAxMpMsCMzG7oM5FARKlbYLg1HNIpAItZCRRICkfkiRRs21StSiQRJaiK0ZSNCkuY/DCFNbubIUglK4/kNVFgmogqWtTOwYvTiFeYHlCJampq0fXlq24fvyo2UMxlDzjg1BXB2a3mz2UqiM2NkKeSd8jiWTGYzJlI1kAsxWekaQkmm1TaRvJIXXVNqIdlbaRakaBJLIUnQ1J0pYHVhb0uuErM4hHZazdVX0d+bc98ljy34nStnW7u3Hr/B0MXJjE+r1tur5foXNkpvX778Ovnv4WpkaG0NzVo+u+Uz9/MzR89jNpH5enpyE2Nhg8GgIAYqPabJtzDsYWB7YzzVc1qN3XnvV5HlcokGQB6TKSOld+DpI7Arcz+xzK8z2SqLSN5KJXRlLnys/pMRxT7N69O+/XxONxCiSRqmWfvzn6yiuvoK+vD3V1dTlfU8hxRsoHXTWSpPpWN+pb3Xm/rv/MOBxuGzo3VF8ZT0NbOxra1Iv7RGlbz5ZO1NY7cP1E9hV2ClHoHJlp/T33A4zh2rEjuu879fM3g6O7G47u7mWPSzPTsDVWb+N5M4kNDYAsQ5mbW/ZcpvmqBrZmN2zNmc8dPK6AOahkw2zpMpLc7h54V27IOn9AamkbBZJIdslAklJcRpLb3QO3W98bREZpampCUx4rq0YiEUxOTi67QUFItUgt6xwdHdX0mnyPM1JeKJBEkiaG5zAxvPzLVzaKrODW+Ums3t4M0VZ9v07jA/0YH+gHMB9IYgwuTy1697Rh8NIUoqG4ru9XyByZzdPYhK5NfXjvHf0DSamfvxkiV64gcuXKssflGR9E+sNpikRfqnQNtzPNVzWI3QkgdieQ8Xkep9I2K0iXkTQ3dxnT/Sezzh+glrYx5gBjNI8ku4XStuIykubmLmNu7rIeQzLc6Oio5i/DABCYzzpfsWJFqYZEiKWlBlEjkYim1+R7nJHyQlcbJOnGyXHcODme12vuXPchGpSwdmf1lbUBwLWjb+La0TcBAOFAAK5aD5ggYP2+NigSx02dm24XMkdWsOHe+zE1MoSpkSFd95v6+Zth9hcvYfYXLy17nErbzCNmCSRlmq9qED4/gfD5zOcjKm2zBmYTAJmDKzz52N3xn2P05vNZ5w9QV20TRWq0TXITBDUjSSmyR9Ld8Z/j7vjP9RiS4S5duoRLly5p3j7RF4YCSaSaPf744wCAcFjbuSPf44yUF7pqJEXpPzsJ0S6gZ0uz2UMxXSQwB5fHAwBYsdqLxvYaXDlKUXgA2HDvA2BMwJUjb5g9lJLjnEOamYGNMpJMkQgkSWkCSSQzCiRZA7OrpQOFNNxW5AiVtRFNBMEBQKBV2/IQj6sZ5nZaRINUsUTPI62BJFLZ6KqRFIxzjlvnJtC9uQl2J/XWUANJXgBq+uem+zow1u/HzFjQ5JGZr7ahEau278SVI4fBlcJWJCoXSjAIxOMQqUeSKRYykmjltnwocSUZxCDmSQTzlpa3aaEoUQokEU0YYxDFGlq1LQ+JjCRqtk2qmSAIsNlsycAqqW4USCIFm74TRGAmijXbW8weiiVEAoFkIAkANt7bDiYwXHmbspIAYPODD2N24i5uXyvPfgpaydPTABYCGsRYYkPm0jaSGY/JECgjyXRsvtdgIRlJamkbBZKINqLopoykPFBGEiEqh8NBgSQCgAJJpAgDFyYBAKu2UlkbAESDao+khNp6J9bubMHlt+8gFpFMHJk1rN93H+xOFy6/+Suzh1JS0uQUAMDWQgFWMwi1NYDdDtlHGUlaybNRSHdDYJRZarpkRlJczvu1ihKBIFCPJKKNIDih8BgmJw8hErlj9nAsjzKSCFHZ7XbEYjGzh0EsgM6GJGnbwa68th+8OIWWbg9qG6r3wnXnY48n/51a2paw45Ee3Dw9gWvvjOX9+aajxz7MYne5sOHe+3Ht2Ft4+Le+Aruz+DvnqZ+/GRp/44vLHpMm1Ya4thYKsJqBMQZbQwOkmellz6Wbr2rhuW9lxudmnr8BAIjdzr4qGCm9hdK2hWbbXV1fglIXg9PRlvW1MvVIInkQBAcUJYZz578Mh6MFDz7wbt776Or6UglGZoz9+/fntT1lJBGistvtuHjxIt7//vejvr4+67b5HmekvFBGEknyNDrhadQWFIoE4xjrn636bCRvUwu8TS1QFBmRUHBZIKl9bR1WrK7D2deHocjF9wbKZ46sqO/go4iFw7h+/Jgu+0t8/maxt7XB3rb4y500qWbqUUaSecTWFkgTy1e4Sjdf1UKsd0KsT3/uiFxRg2412+h31nRpMpJcznbUtPZknL8ERYlCpEAS0UgQHMkeSbHYZEH7cDnb4XK26zksw9TV1aGurk7z9pSRRIhqZmYGsizj1VdfzbltvscZKS8USCJJd2/N4u6tWU3bDl6cAlc4Vld5f6TRG9cweuMaoqEQwDncHs+i5xlj2PPYKsxOhHH95HjR75fPHFlR16Y+1Le14+Kh3H98tEh8/mYJnz+P8Pnzix6TJ6cAQYBIq7aZxt7eAWl0bNnj6earWsSG5xAbnlv2uBJVAxbO3gZ4399j9LDIEul6JPlnz2Hq+tG085dKUSIQqEcS0UgQnJCk7L9Tufhnz8E/e06nERlrZGQEIyMjmrZVFAWHDh0CQBlJhMiyet0wMDCQc9t8jjNSfiisTpL6z6p38NvW5I4c95+dQG29A22rqjvKfGM+s6bv4KMAAJd3+eexZnsLmjtrceqlAazf1wZBYAW/Xz5zZEVMELD14Afw9g+/i5nR22js6Cxqf4nPv6N3ox7Dy9vcq68BANzbtycfkyYnITY1gYnUb8Ys9vY2hE6dWvZ4uvmqFuFLasaBo3tx1qQ8p/Y5qNm9AqyIcxPRh+BQzxs8tpCRNDHxS0QHfLDJHcvmL5Va2la+GavEWAJzIC75i9rHxMQvAQD1dTv0GJKhrl69CgDo6srdMmBqagqBgFr6SxlJhKgUDasw53OckfJDGUkkb1JMxtClKazZ2UpfPOaF5hv71tYvX6mLCQx7P7IGM2Mh3DxVfFZSudv68AcgiCLOv/6K2UMpCWlyksraTGZr74Di90MJ0YpEufD5jCSBGm1bglCjfklVQvkv0KAoEYiiW+8hkQolCI6iM5KqRSIDA6BAEiEf+9jHAACCQGGEake/ASRvw1emIcUUrN3ZavZQLCPoVwNJNQ0NaZ9ft6sVTStrcfzFW7r0SipnnsYmrNt7Dy4efg1SBa76QIEk89nb1T5I8bG7Jo/E+nhUDVgwJ305sgKhVi2bUYLallb2+0/j+IlPYOzuz6AoUWq2TTRjFEjSLDWQRF+eSbXbs2cPDhw4gEgkYvZQiMnobEjydvPMBJw1NqzckD5oUo1C/hkAQG19+s+ECQz7H18D390Qrp+gL7c7P/hRROZmcfXtN8weiu6kyQnYmqu7Cb3ZbO1q81dpbNTkkVifQhlJlsKcIphdgDQZ1rT99PRRzM1dxNDQk5DlCEQqbSMaqc22aaXGXEKhEKLRqNnDIMRS3G43JElKrmZIqhMFkkheZEnBwPlJrNneAlGkX5+EoM8HxgS4vJn7V6zd2YrmTg9OvjQIReEZt6sG3X3b0dqzGqd+/gI4r5zPgnMOeWIStlbKSDKTvaMDABBP03CbLJYobWMUSLIExhicGxoRueHTtH00pt6YkKQANdsmeSm0n5aiSJDlaMErvZWTeDyOr371q/jJT35i9lAIsRSnUz1/UFZSdaNcdpK08wPdObe5fW0G0ZCEtbtXGDAi69vz+BMAgCP/+k+oqa+HIGT+Mqb2SlqNV/6/i7hx6i427Mt/yVwtc1QOGGPY8/gTePnv/waD589g9Y7dBe0n8fmbpel/+jeLflbm5sDjcYhU2mYqW9t8advdxYGkpfNVTTwPpm90qYTV0jbBTZcDVuFY6UHk0hR4XAazi+jp/m3IzRIc9uU9+KLRuyn/5RCptI1oJAiOgl731pF9kCR19dgH7n8HjJVnEPq+++7Luc3du+rx5fcX15SckEqTCCRFo1F4s9xE13KckfJFKSUkye1xwO3JfmFx8/Q47E4R3ZuXX9BWo5q6etTU1SPo96EmQ1lbqnW7WtHYUYvTLw8WlImjZY7KxcYDD8HT2ITjLzxT8D4Sn79ZbI2NsDUuHAvSpHqH1tZC/cPMJDgcEJubIS3JSFo6X9VErLVDrF2+bHWiF0+iyTMxn+CZ75M033Db4WiCu2FF2vmLRtXfcUVRS+GoRxLRqtBAUiKIBACiWAOHo0mvIRmqtrYWtbW1WbdZmm3xla98pZRDIqRsuFzq35pcZZ9ajjNSviiQRJLuXPfhzvXM6fTxqIwbp8axZmcLbPbyvAOlt5ErFzFy5SJCGgNJTGDY/aEeTN0OYujSdN7vl2uOyonNbsfej30Kw5cv4PbVywXtI/H5myV08iRCJ08mf5YmEoEkykgym72tDfGxxYGkpfNVTaK3/IjeWn5XXQ7EwVw2MCpVtoxEdlgiW2zGdwLjVw6lnb9ERlLytVTaRjQSWPE3pWZmjmLGd0KH0RhvcHAQg4ODWbdZ+iWZVmwjRJWakZSNluOMlC+6ciRJgxenMHhxKuPzN0+PIxaR0ffASgNHZW23zpzErTMnEfTNZGy0vdT6fW3wNDpx+pX8T6y55qjcbH/kMbi9dXjnuR8U9PrE52+WwBtvIvDGm8mfpckJAICthZptm83W0QFpSSBp6XxVk8i1aUSuLQ9eR2/4YG+rMWFEJJNkICmiBpKmpg5jYuS1ZfOnKHHEYlOord2QfIyabROtCu2RlGpq6i1MTR0ufjAmuH79Oq5fv551m6UZSaJIN1EJAbQHkrQcZ6R8USCJaHb5yB00tNWgo5dWa0vFATUjqUFbyYwoCtj5aA/uXPdhrL+66+7tLhf2fuxTGDh3GiNXL5k9nKIlAhe2ViptM5u9owPx27crqpm73rjCIU2H4VxrXnkoWU5wLc5IyiQenwHA4fFsXHgtlbYRjQotbUvFefbf0XK39EsyBZIIUSUCSb/85S8RCoVMHg0xCwWSiCa+uyGM3vRj84EOMMbMHo6lyPE45Hhcc0YSAGy+vwOuWjtOvUzpnrseexy1DY048q//XPZf+sMXL8K2sgNiPX0xN5tz3VooodCyrCSyQJ6LAQogNlAWi5Uwdz6BJKC2Zl3yMSptI1otDiQtfB0Ih4cxcvv7uHr1D/H6r9Ytek04fHvRz0qFB5ICgcCin6m0jRBVIpA0MzOD06dPmzwaYhYKJBFNrr07BjBg4z35rzRW6eLzd6y0ZiQBgMNlw/b3d2Hg/CQmR+ZKNbSyYHe6cO+nPo/bVy/hxsl3zB5OUSLnzsO9Y4fZwyAAnL29AIDojRsmj8S6ZJ967qJAkrUkStt4jkBSLK6WutXU9iYfo1XbiFYsJZCUeoPw9JnfwLVrf4Tbd/510fbxuA9Hjz20eCdVFkiy25c3vCekGiUCSQAwMTFh4kiImSiQRHLinOO942Po2tiIWvrCsYw0X0NfW5/falDbDnbBWWPDuz/pL8Wwysr2Rx9Dc1cP3vzuU5DicbOHUxBpYgLxO3fg3k6BJCtwJAJJ1ymQlInsU89dNjqvW4rgUstncmckqQsv1LhXI3E5p0ffG1IdFv+uLASSYrHxRdspivo3ORwZWbYPzuWSjM0qKJBESHqp2XnhcNjEkRAzUY4mSdrz2Kq0j4/e8GN2MoJ9j68xeETWt/+Tn8X148dw5e3DqGnIr3eUq9aOXR/swTsv9GP0ph8d63KXQ2Wao3IniCIO/uaX8ez/9cc4+dNnce+vfV7T6/Z/8rMlHll2zf9uYSng8PnzAAD3ju1mDYeksDU2QmxuXpSRlDpf1cZ7sHvZY7E7QUBksDVRFouVMFEAc4mI3Va/xK5e9T9DaZNhs3kWbZcobXM4mmG3NyIen6LSNqJZph5JS0vMFSUCQbAjErm9bNuWlkfR0nKwFMMruQceeCDjc6OjoxAEAYFAAC6XK9l0WxDo/jshCbt27cKZM2ey9kjKdpyR8kdnRJLkcNvgcC+PLV566zYcLhFrd1ID4aWcNTWIBtXSNE9jU96v3/5wN2rqHTjyo/egKLn7A2Wao0qwesdubLzvQbzz3A8wfWf5nc90nDU1cNaYt+KU6PFA9Khf7sJnzwE2G1xbtpg2HrKYs7cX0ZsLgaTU+ao2gsuWbOKcII2HYG91g9mpgazVuLc0I3rLD845bDYvHJ6GZfMXj6mlbXZ7AxwO9e8PlbYRrQS2EEjiXALnyvy/F2cZybKabRAJL/+7zBiDzeYt4ShLx+VyweVKf7x861vfwje/+U3Mzc1h69atBo+MkPLwiU98Alu3bsXIyAjOz99MXSrbcUbKHwWSSNLw1WkMX128vHB4LoYbp8ex8d4OOFyVGcAoxuCFsxi6eB6uWg9cnvwvpuxOEfd/uhfjg3O49Obyu31LpZujSvLwb30FNqcTL//930CRc6fMD144i8ELZw0YWXrBY8cQPHYMABC+cAGuDRsg0B9My3D29iJ242byDnvqfFWbyI0ZRG7MLHpMnotB8Ba/chPRn73TAx6RoQTjmJ5+G2MXX1k2f3HJB1H0QBAcsNvVQBKt2ka0WpqRpCixxL+WPK5m46QrbZudu4jp6bdLMr5S6+/vR39/9tYC4XAYniq9+UCIFjXzN3Ofe+45xGKxZc9rOc5I+aJAEkkauTKDkSuLL1SvHB2FInH0PbTSpFFZ29CFs5gcuoXGjs6CV7Nbv7cNXZsaceyFm5idzF5nnG6OKkltQyMe/fJ/xOj1azj27A9ybj904SyGzAwkHT2G4NFj4JwjeuUKXH2UjWQlzvW9UIJBSKOjABbmqxpFb/gQveFb9JgyG4PooUCSFQk1ai8WJSJjeuYopkbfXDR/kcgdDA8/nfy743A0q6+j0jai0dJ+WguBpMWSGUmRO8ueC8xdwfTMUf0HZ4BMX3AVZXEgzePxoK+vD/W0Gishy4jiQkbzrVu3lj1PgaTKRoEkkpEsKTj/q2F0bmxE80q6I5NJOBBAY0fhgTbGGB7+0iYwAK89fRmyrOR8TSXbdOAhbHno/XjnuR9g4Owps4ejiTQ2Btnvh3PzZrOHQlK4+voAAKFT5fF7ZKS5I7chz8Zg76g1eygkDcGpXpzzSPqG2+PjLwMA6rxqc3+HXQ0kidRsm2i0tIRNUaJpt5PnM5LisallzykV1mybc44TJ04seszr9eIzn/kMfvd3f9ekURFiXamrt43O37Qj1YMCSSSj946PIeiPYfcHe8weimXJkox4JIzGjs6i9lPX7Mb7vrgRozf9OPpjWmXq0d/+D2jpXoWff/2vMTOau+TPbJErVwEArk0USLISV18fxOZmBA4dNnsolhM6q67MVLu3zeSRkHQS/ZD8v7gFnubmwlzgEhyOFdi1658AAC5XBwTBSaVtRDOvtw8ORys6V/46AODd4x9Ju50yn5EUl3zLn+TZVxYsN3fu3MFLL72U/Nlut2PNGlpohpBM7r33XnzmM59BQ0MDJiYmzB4OMRgFkkhaisJx5pdDaO7yoHtL/k2kq0VkvtF248quove1YV87djzSjfOHRnDhsLZm05XK7nLhE7//X8AYw3P/958g5E9zAWshkatXAMbg2rjB7KGQFEwQ4Hnf+xB46y3weNzs4VgGlxTER4Pwvq8rWUJFrEWoUQNJ0X4/pPHFK+IEAtcwNvYCvN6FUtquri9h397nIQg0n0Qbt7sLDz7wDmpr1wMA4vHpZSu2AQulbfG4Dys7Pos9u38Ir0fN9vT5TyAaHTNu0CU2Nrbw/2X16tX4gz/4AzgcVP5LSCYulwt9fX1obW3F5OSk2cMhBqNAEknrvXfHMDMWwr6PrC649081iATU5ZmLKW1LdeBT67B6ewve/OF7eO945VycFaKhvQOf/IM/RmBmGs/8+X9BaNZv9pAyil65AseqVRBqqUzIajwPH4QyN4fQ6TNmD8UyIu/NADKHo7s8V1uqBrbmhcwiJbQ46+PWwDcAAI0N+5OPiWINPJ6NxgyOVBSXqyP573h8efmarETAuYJ43A+HsxUNDXuxf/9Pk8+Hw0OGjLPUOOeYnl5YzOTjH/847HYKzBKiRXNzM6amptIGo0nlomW4SNL+x9X0XTmu4PiLt9Da48XaXa0mj8raVqxei5sn30Fjuz6BJEEU8KEv9+HFb5zDa09fBufAxnvak88n5qharNywCZ/8gz/CC1/9c/zwv/5nfOr/+FPUr1goxbnvM180cXRAy3/6HQBA/0c+Ctc2WiLYijwHDoA5nZh98UW0/dEfmj0c09Q9ugoAIE2GMfXPlwEAdgokWRazi2h4ohe+52+gdeyzaP78BgiCE5xzhMODqKvbhZ6ef2v2MEkFaGn5ADZv+ktcufqfEQoPLntekSOQpFkACuz2xjSvf9SAUerv4MGDyX/fvXsXTz75JOIpmau0Whsh2jU2NkKSJLz++uvYvXs3GhsbwRhbdJyRykMZSSRJtAsQ7QJO/3IQc1MR3PfEOspGysF3dxSe5hbYdVzy3eYQ8dH/uAMrNzTitacv4+xrQ8kIf2KOqsmqbTvxa//nnyLon8H3//D3MXTxfPI5m90Om4l3DAWHA/GhIcRHRuDett20cZDMhNpa1H3scfh/9jPwUAhClZYpMJsAZhMQHZwFANTsWgFbPTVmtjLPPR1w9TVDmYhDdLgBkeHNt/Zgbu4SvN4tYKy6/haQ0mCMoaFhDwB1FbalAsGrmJh4DQBgtzUse16Wg6UdYInYbDbYbOr99GPHjiWDSC0tLXC5XFTSRkgeGhvVIPORI0fwta99DT/60Y/AOV90nJHKQzNLkgYuTCLoi+LUS4Po3bsC3ZupN1I2XFHQf+YEmju7dd+33Sni8d/Zjteevoy3f3wDUyMBPPSFjbh9bQYAsHpbi+7vaWVdm7fi1//8r/HTv/4L/Pi//SH2fvxTOPDpL2Do0jkAwNpd+0wZV+CNNzD93X8BczpR/8QnTRkDya3pS78J/4+fxdhfifWmeAAAFelJREFU/iXqH3sMnve9z+whGS58VS3ZiN8NAjaGxs9QP69yYG91Y3LiEOQTI3C710CS1BJft1v/vzukerlcXXC7V+Hae/912XNDQ08m/223LwSSVq/+HQwMfAP/f3t3HhznUeZx/PvMjGY0umXJ8iHH8ZnEJlBO7BjHCyzhSMIZYIF4y0XCJsByLCznEoqtLLCwLNeyxVGbhBsCxBBgCQSIQ4KXYGzHOexIji/Fl5TYlmRLY51z9v7xtp2xLdlyLFnyzO9T9Zbet9+ed95R99t69Ux3vz09W87JOY62HTt2APDYY4+xbdu2Y+krV6489k+xiIxMTc3xQeatW7eyZs0aGhuDhxFddJHuOQqRAklyTNu2LrZvOEAkGuJFb5k/3qcz4e1v2U6yt5fS8rEZHhIpCXPNOy5l4+/2sPHe3TzzVIKGmZVU1ceLLpAEUNd4ASs//1X+9P1vsfHXd7Nj/V+YPHMWtdMaxy+Q9Je/0LduHTVvehMR3XhOWKUXX0T58uUc+e29hCIlRRlISu1JkHq6l+TObiJTyrCQepueD0qmVzDQtp2Bzdspr58DVUF6OFQ2vicmBSUUKmHevI/T1PTeU+bLH9o2d86HaGu787ydI2nTpk3s2bOH/v5+ampqeNvb3kZlZaV6Iok8B/X19SxbtozLL7+ceDzOXXfdxdq1a1myZAmRSESBpAI1pv2izexaM9tuZi1mdssQ+2Nmtsrv32Bms8byfGR46WSWXZs6GOxNc807L6VcQx5Oa+fD68CMmqnTTp/5ObKQsfS1s3nDBy/DgJZH29mx8QC7NnWQzZz8SOgz5ZwjNZjhSOcAXQf66EskSaeyZ3/iYyRaGuead3+AN//rZ4mURGnZuJ7mNX+k6cHVpAYHzvn5DGx+ArJZJt14wzl/bzkz0z7771g4zJHVq0kfbB/v0zmnUm099G/qILkzePph2aKGcT4jGan4pfWE54Tpq2umterrmEWYNOnFNDRcM96nJgUmXjpziNTj/00oLT1+PshwuJRcbnAMz2p0ZTIZ+vr6SCQS7Ny5k/7+4ImIK1eupK6uTkEkkecoFApx7bXX0tDQQGVlJcuWLSOTyfDwww8zMPDs/fmBAwdIpVLjeKYymsasR5KZhYFvAq8E2oCNZnaPc+7JvGw3A13OuXlmtgL4AnD9WJ2TDO3w/j4e+P6T9BwaZObzJmlI2wikU0l2rF9L9eSGczJHT+PFtay4dSn3fvMJDu5O8PvbmoiVRZhxcS1TZldTO62MykmlxCujxMoihCPBzV8QKMoy2JtmoCdFomOARMcA3Qf6OLy/n+72frLpkwNSZVVRJk0vp256BQ2zKmmYVUX15PiEmTPrwucv4oYvfp1ff/lz7N+5jdW3f40Hv387cxYtYfZlS5ix4FKqp0wd0/NN79/PYHMzsfnziM2bN2bvI6OjZPp0Kl/5Co78/g/s+fsVTPvUpyh/8YsnTJ0eTbnBDMmWbpJ7jtC38QAuGQSHI1PKmHT9xZRM09MFzwfpdBd7932HQ6HV5KqDf9Yn73gr86/6MCVWPc5nJ4UmHp8xROrx9wex2PFB6JDFGBjcS1vbj5kxY3wffjGc/fv3E4lEaG1t5b777iOZTB7bV1FRwdSpU6mvL75e3iJjaeHChXR2dvLQQw/x6KOPsm/fPpLJJEeOHGHBggVcf33w775zriDvw4rFWA5tWwq0OOd2AZjZXcB1QH4g6TrgU379buAbZmZOzw4cM845Mqkcfd1JOlp72L2pg6ce76AkFmbOZZOpaVB3+dMZ6DnC6tu/zpHOdi564fJz9r6RkjANF1YxeWYl0+bVsOvxdp7e0c1Tj3eclNcsmEAzlxviUjKoqiuldlo5FyyopawqRqw8CD6lBzMkBzJ0tw9w+Oletjz0NJsfDG4ko6Vh6mZUUN9YQdXkOJWTSimrjhGLR4jGI0RKQoQiRihsWMgImY3p8JlQOEz9BTOpu2Amcy9fyta/rOGpR9azY8NaAOJV1TTMmsOkxhnUTJlO1eQGKmonUV5TS7yyishz+ObRpVKk2zvouf9+un70o+B9Fi8Z1c8lY6dk6jSqX/86+h/eSOu7/pHo3LlUXv1K4i94AbH58ymZMgU7R5O3u3SObF+aXG+KXF+abG+aXF8aKwkRrooSro4Rro4RKi8Bg1xfmsyhQTKHBo79zPWkCFfFiNSVEq4pJdeXJvVML4NPHsKdECCOP7+eSF0p0el6EtFEk8ulyGYHyGb7yGR6GBho5WD7vXR2PkAuN0gsNo2yroWUN19GvOtiOnc3AxCdXU0oHsEiRun8WqKzq8keHgSDUDy4vXM5RygaBgNCBjmHxYLXWEkwAbvL5Mj1pskNZAiVlRCuigbpzuHSOdxgFouFCcXCQ56/y+aC+nskRfZIimxPUKfD1TEiDXFKGsoIlY7O7abLOXBgYf3jMdoikZOH6ZeU1JFOHwLgkos/d9L+dCbo5bh9x61Eo3X09+8i5zLksoNgxuTJVxOyKPH4DLK5JP39u6msWAiE6e3dS0XFLMwiOOfI5XJks1kSiQRmRiqVIpFIUFdXR0VFBZ2dnUQiEUKhEB0dHcTjcXbv3k1vby9z586lu7ubwcFB0uk0iUSCVCrFwYMHj+v9UJLXvs+bN4+pU6fyilecn0+dE5nIwuEwV111Fe3t7bS0tGBmx3ombd26lTvvvJPW1lYymQwLFy5kwYIF1NfXU1lZSTqdpq2tjUmTJpFIJHDO0djYSGXl8FOJZLNZstnsc+pVmM1myWQyRCIREokE+/btY8qUKezYsYMpU6ZwySWXnPSaXC5HMpmkv7+f0tJSSktLCYeH/htZyMYykNQItOZttwEvHC6Pcy5jZgmgDugcw/MqSn+4o4m9TYfIZd1xwYVYWYRLX9LI4lfNYvMDrac4ggCs/dmdrP/lKnCOl97wTvoTXef8HMyM2S+oZ/YLgm/QBnvTdB3sp7drkIGeNKmBDJl0FucgFDKi8Qil5SXEK0uonhynqi4+4ie/5bI5Du/v4+DuI3S29tLZ1sv2DQdIDY5s+JsZhMIhQmHjHV99CaExCCwZ0HjJQhovWcjLb34Ph1r30rbtSQ607KBj326aH7yfdPLkrvehcIRQJMwVr3sTy99y6m9S297/AXrXrMHlPRo4ftllxC9bRPgUf9hk4onU1TP3d/eS+M1v6P7Vrzh0+x2Q80EXM8qvvJKZ3/3OmLz3wNZDdP92F7ne9LFeQqdlwRPXjgsMGYRrYoQroyR3ddP/+LP/KIXKIpQtaqBscQMl0ysw3zvxyOo9o/hJZDRs2nwzhw+vxbn0SfsikSpqaq5g5gU3cbjrryT7uml4/ispX9xA1y92EopHyHQlST/TSygWZuCJ0b1tslgYl8pC3ncR4bpSSqaWE4pHyPUcHzTiNF//WTQMzvlAkCNUGiFUVkKoLAIOcqksLpXFpXLBz5wjFAtjUb+ELAi89qWpfeM8yq+YOqqfV463ZPEvKCmpJhqtp6dnCzU1Lxyy10Bt7TI6Ou4DoKn5fSft37v3Nr9mDFVJcrkQO7Yvp6Nj9nM6TzPDOUdzc/NJ+yorK6mpqaGyspI9e/ZQV1fHTTfdxEMPPcSuXbtoaNAQX5GxVldXR11d3bGAbSKRYNWqVbS1tVFfX4+Z0dTURFNT02mPFYvFiEQimBnJZDL4ssMHoY/2QYlGo4RCoeOWcDhMaWkpXV1dx14DQeeKbDZLLnfqqUKOvudRzjkymcxJ+aLRKO973/uori6eHsM2Vp1/zOwtwDXOuXf47bcBS51z78/Ls8XnafPbT/k8h0441ruAd/nNi4HtY3LSci7Uo0BhsVMdKG4qf1EdKG4q/+Km8hfVgeKm8p/4LnTOTT5dprHskdQG5D+fdgbwzDB52swsAlQDh088kHPuDuCOMTpPOYfM7BHnnMYCFTHVgeKm8hfVgeKm8i9uKn9RHShuKv/CMZZPbdsIzDez2WYWBVYA95yQ5x7gRr/+ZuBBzY8kIiIiIiIiIjIxjVmPJD/n0T8B9wFh4LvOuS1m9hngEefcPcB3gB+ZWQtBT6QVY3U+IiIiIiIiIiJydsZyaBvOud8Bvzsh7da89UHgLWN5DjLhaIiiqA4UN5W/qA4UN5V/cVP5i+pAcVP5F4gxm2xbREREREREREQKy1jOkSQiIiIiIiIiIgVEgSQZFWYWNrPHzey3fnu2mW0ws51mtspPuI6Zxfx2i98/K+8Yn/Dp283smvH5JPJcmFmNmd1tZtvMbKuZXWlmk8zsfl8H7jezWp/XzOxrvqyfMLPL845zo8+/08xuHP4dZSIxsw+Z2RYzazazn5pZqdqAwmZm3zWzdjNrzksbtWvezBabWZN/zdfMzM7tJ5RTGab8v+T/BjxhZr8ys5q8fUNe22Z2rU9rMbNb8tKHbD9k4hiqDuTt+6iZOTOr99tqAwrMcOVvZu/31/QWM/tiXrragAIzzN+BRWa23sw2mdkjZrbUp6sNKETOOS1aznoBPgz8BPit3/4ZsMKv3wa8x6+/F7jNr68AVvn1hcBmIAbMBp4CwuP9ubSMuPx/ALzDr0eBGuCLwC0+7RbgC3791cDvAQOWARt8+iRgl/9Z69drx/uzaTlt2TcCu4G43/4Z8Ha1AYW9AC8BLgea89JG7ZoHHgau9K/5PfCq8f7MWk5b/lcDEb/+hbzyH/La9stTwBz/d2MzsNC/Zsj2Q8vEWYaqAz79AoIH7ewF6n2a2oACW4ZpA64C/gjE/HaD/6k2oACXYerA6qPXqr/u1+Stqw0osEU9kuSsmdkM4DXAt/22AS8D7vZZfgC8wa9f57fx+1/u818H3OWcSzrndgMtwNJz8wnkbJhZFcEfk+8AOOdSzrluji/rE+vAD11gPVBjZtOAa4D7nXOHnXNdwP3Atefwo8hzFwHiZhYByoD9qA0oaM65PxM8bTXfqFzzfl+Vc26dC+4mf5h3LJkAhip/59xq51zGb64HZvj14a7tpUCLc26Xcy4F3AVcd5p7CJkghmkDAL4K/AuQPwmr2oACM0z5vwf4T+dc0udp9+lqAwrQMHXAAVV+vRp4xq+rDShACiTJaPhvgpuGnN+uA7rzbijbCHot4H+2Avj9CZ//WPoQr5GJbQ7QAXzPguGN3zazcmCKc24/gP/Z4PMPV9aqA+ch59zTwJeBfQQBpATwKGoDitFoXfONfv3EdDl/3ETwDTKcefmf6h5CJjAzez3wtHNu8wm71AYUh4uAF/shaf9nZlf4dLUBxeODwJfMrJXg3vATPl1tQAFSIEnOipm9Fmh3zj2anzxEVneafad6jUxsEYKurf/jnLsM6CMY1jIc1YECYsE8ONcRdFefDpQDrxoiq9qA4nWmZa66cB4zs08CGeDHR5OGyKbyLzBmVgZ8Erh1qN1DpKkOFJ4IwfCkZcDHgJ/53kUq/+LxHuBDzrkLgA/hRyugOlCQFEiSs/U3wOvNbA9Bl9SXEfRQqvHDXCDo3n60a2Mbwfh5/P5qgm6Rx9KHeI1MbG1Am3Nug9++myCwdNB3TcX/bM/LP1RZqw6cn14B7HbOdTjn0sAvgeWoDShGo3XNt/HssKj8dJng/ESprwVW+uEIcObl38nw7YdMXHMJvlDY7O8JZwCPmdlU1AYUizbgl3740sMEIxXqURtQTG4kuA8E+DnPTlGgNqAAKZAkZ8U59wnn3Azn3CyCiXMfdM6tBP4EvNlnuxH4tV+/x2/j9z/obzbvAVZY8ESn2cB8gknWZIJzzh0AWs3sYp/0cuBJji/rE+vADf4JDsuAhB8Gcx9wtZnV+l4uV/s0mdj2AcvMrMx/83i0/NUGFJ9Rueb9vh4zW+br1A15x5IJysyuBT4OvN4515+3a7hreyMw3z+dKUpwD3GPbw+Gaz9kgnLONTnnGpxzs/w9YRtwub9HUBtQHP6X4AtlzOwiggm0O1EbUEyeAf7Wr78M2OnX1QYUorOdrVuLlqML8FKefWrbHII/Ei0EEemjT3Ao9dstfv+cvNd/kuDpDdvRzPzn1QIsAh4BniC4kaglGOP+AMEfkQeAST6vAd/0Zd0ELMk7zk2+brQA/zDen0vLiMv/08A2oBn4EcGTWdQGFPAC/JRgTqw0wT+MN4/mNQ8s8fXpKeAbgI33Z9Zy2vJvIZjrYpNfbsvLP+S1TfAknx1+3yfz0odsP7RMnGWoOnDC/j08+9Q2tQEFtgzTBkSBO325PQa8LC+/2oACW4apAy8imCdzM7ABWOzzqg0owMV8QYmIiIiIiIiIiJyShraJiIiIiIiIiMiIKJAkIiIiIiIiIiIjokCSiIiIiIiIiIiMiAJJIiIiIiIiIiIyIgokiYiIiIiIiIjIiCiQJCIiIgXPzL5qZh/M277PzL6dt/0VM/vwKL5f72gdK++Yi8zs1XnbnzKzj472+4iIiIicigJJIiIiUgz+CiwHMLMQUA88L2//cmDtOJzXmVgEvPq0uURERETGkAJJIiIiUgzW4gNJBAGkZqDHzGrNLAYsALaa2QNm9piZNZnZdQBm9gUze+/RA/meQB/x6x8zs41m9oSZfXqoNx4qj5nNMrOtZvYtM9tiZqvNLO73XeHzrjOzL5lZs5lFgc8A15vZJjO73h9+oZmtMbNdZvaBUf+tiYiIiJxAgSQREREpeM65Z4CMmc0kCCitAzYAVwJLgCeAfuCNzrnLgauAr5iZAXcB1+cd7q3Az83samA+sJSgt9BiM3tJ/vueJs984JvOuecB3cDf+fTvAe92zl0JZP35p4BbgVXOuUXOuVU+7yXANf74/2ZmJWf3mxIRERE5tch4n4CIiIjIOXK0V9Jy4L+ARr+eIBj6ZsB/+EBPzu+f4px73MwazGw6MBnocs7t8z2ArgYe98evIAgO/TnvPa8eJs8+YLdzbpNPfxSYZWY1QKVz7q8+/SfAa0/xme51ziWBpJm1A1OAtjP8vYiIiIiMmAJJIiIiUiyOzpP0fIKhba3AR4AjwHeBlQSBosXOubSZ7QFK/WvvBt4MTCXooQRB4OnzzrnbT/GeQ+Yxs1lAMi8pC8R9/jNx4jF0byciIiJjSkPbREREpFisJejdc9g5l3XOHQZqCIa3rQOqgXYfRLoKuDDvtXcBKwiCSXf7tPuAm8ysAsDMGs2s4YT3HEmeY5xzXQRzNy3zSSvydvcAlWf6oUVERERGkwJJIiIiUiyaCJ7Wtv6EtIRzrhP4MbDEzB4h6J207Wgm59wWgiDO0865/T5tNcHQs3Vm1kQQYDou0DOSPEO4GbjDzNYR9FBK+PQ/EUyunT/ZtoiIiMg5Zc658T4HEREREfHMrMI51+vXbwGmOef+eZxPS0RERATQOHoRERGRieY1ZvYJgvu0vcDbx/d0RERERJ6lHkkiIiIiIiIiIjIimiNJRERERERERERGRIEkEREREREREREZEQWSRERERERERERkRBRIEhERERERERGREVEgSURERERERERERkSBJBERERERERERGZH/B/glEZ2LETVqAAAAAElFTkSuQmCC\n", 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\n", "text/plain": [ "<Figure size 1440x720 with 2 Axes>" ] @@ -114,7 +117,7 @@ "fig, axes = plt.subplots(2, 1, figsize=(20, 10), sharex=True)\n", "colors = iter(plt.rcParams['axes.prop_cycle'].by_key()['color'])\n", "\n", - "for axis, bands in zip(axes.flatten(), [fiducial_bands[:3], fiducial_bands[3:]]):\n", + "for axis, bands in zip(axes.flatten(), [fiducial_bands[:3], fiducial_bands[3:-1]]):\n", " for band_name, color in zip(bands, colors):\n", " band = sncosmo.get_bandpass(band_name)\n", " axis.plot(band.wave, band.trans, label=band_name, color=color)\n", @@ -205,7 +208,11 @@ " 3.40754782416391e+22],\n", " 'csp_dr3_Y': [0.0, 0.0, 0.0, 0.0],\n", " 'csp_dr3_H': [0.0, 0.0, 0.0, 0.0],\n", - " 'csp_dr3_J': [0.0, 0.0, 0.0, 0.0]}" + " 'csp_dr3_J': [0.0, 0.0, 0.0, 0.0],\n", + " 'all': [3.106800691280274e+22,\n", + " 4.241873873157784e+21,\n", + " 6.026320688898094e+21,\n", + " 1.644475195821494e+23]}" ] }, "execution_count": 6, From 5532b5cadb85283d20ab66d98d40496e26923329 Mon Sep 17 00:00:00 2001 From: djperrefort <djperrefort@pitt.edu> Date: Mon, 29 Jul 2019 11:03:41 -0400 Subject: [PATCH 3/8] Outline logic for tabulating chisq results --- analysis/spectra_chisq.py | 87 ++++++++++++++++++++++++++++++++++++++- analysis/utils.py | 26 ++++++++++++ 2 files changed, 112 insertions(+), 1 deletion(-) diff --git a/analysis/spectra_chisq.py b/analysis/spectra_chisq.py index 93bb0ff..bbf0c70 100644 --- a/analysis/spectra_chisq.py +++ b/analysis/spectra_chisq.py @@ -3,9 +3,14 @@ """Calculate the chi-squared values for modeled spectra""" +from copy import deepcopy + import numpy as np +from astropy.table import Table +from scipy.ndimage.filters import gaussian_filter1d +from sndata.csp import dr1 # Todo: Switch to dr2 -from .utils import chisq_sum +from .utils import chisq_sum, get_spectra_for_id, make_pbar # Todo: Write the color_warp_spectrum function @@ -25,6 +30,29 @@ def color_warp_spectrum(wave, flux, flux_err, **kwargs): return flux, flux_err +def filter_spectrum(flux, width): + """Reduce the resolution of a spectrum using a Gaussian filter + + Uses a filter with the given width and a sigma of 1. + + Args: + flux (ndarray): An array of flux values + width (int): Width of the + + Returns: + An array of flux values + An array of error values for the fluxes + """ + + if not isinstance(width, int): + raise TypeError('Width must be an int') + + # See https://stackoverflow.com/questions/25216382/gaussian-filter-in-scipy + truncate = (width - 1) / 2 + flux_gauss = gaussian_filter1d(flux, 1, truncate=truncate) + return flux_gauss + + def band_chisq_spectrum(wave, flux, flux_err, model_flux, band_ranges): """Calculate the chi-squared in different band-passes for a single spectrum @@ -72,3 +100,60 @@ def band_chisq_spectra(wave, flux, flux_err, model_flux, band_ranges): out_data[band].append(chisq) return out_data + + +def create_empty_output_table(model, band_names): + """Create an empty astropy table for storing chi-squared results + + Args: + model (Model): sncosmo model the table will be used for + band_names (list): List band names + + Returns: + An astropy table + """ + + names, dtype = ['obj_id'], ['U100'] + names.extend(band_names) + dtype.extend((float for _ in band_names)) + + out_table = Table(names=names, dtype=dtype, masked=True) + out_table.meta['source'] = model.source.name + out_table.meta['version'] = model.source.version + return out_table + + +def tabulate_chi_squared(data_release, model, band_ranges, verbose=True): + """Tabulate color residuals for a given model + + Args: + data_release (module): An sndata data release + model (Model): An sncosmo model + band_ranges (dict): A dictionary of band pass limits. + verbose (bool): Whether to display a progress bar + """ + + model = deepcopy(model) + band_ranges = deepcopy(band_ranges) + + # Construct iterator over object ids + id_pbar = make_pbar( + data_release.get_available_ids(), verbose=verbose, desc='Targets') + + out_table = create_empty_output_table(model, band_ranges.keys()) + for obj_id in id_pbar: + obs_data = zip(*get_spectra_for_id(dr1, obj_id)) + for time, wave, flux, flux_err in obs_data: + obs_flux, obs_err = color_warp_spectrum(wave, flux, flux_err) + + # Todo: Define ebv and width + model.set(ebv=ebv) + model_flux = filter_spectrum(model.flux(time, wave), width) + + chi_sq = band_chisq_spectrum( + wave, obs_flux, obs_err, model_flux, band_ranges) + + band_ranges['obj_id'] = obj_id + out_table.add_row(band_ranges) + + return out_table diff --git a/analysis/utils.py b/analysis/utils.py index 22908c1..a2cee04 100644 --- a/analysis/utils.py +++ b/analysis/utils.py @@ -7,6 +7,32 @@ from tqdm import tqdm +def get_spectra_for_id(data_release, obj_id): + """Get spectral data for a given data id + + Args: + data_release (module): An sndata data access module + obj_id (str): The ID of the desired object + + Returns: + A list of observed MJD dates for each spectra + A 2d list of wavelength values for each date + A 2d list of flux values for each date + """ + + data = data_release.get_data_for_id(obj_id) + obs_dates = list(set(data['date'])) + + wavelength, flux, flux_err = [], [], [] + for date in obs_dates: + data_for_date = data[data['date'] == date] + wavelength.append(data_for_date['wavelength']) + flux.append(data_for_date['flux']) + flux_err.append(.1 * data_for_date['flux']) # Todo: Parse flux errors + + return obs_dates, wavelength, flux, flux_err + + def make_pbar(iterable, verbose, **kwargs): """A wrapper for tqdm.tqdm From 665bfa9eeec992d230b3816e6837101133281340 Mon Sep 17 00:00:00 2001 From: djperrefort <djperrefort@pitt.edu> Date: Wed, 14 Aug 2019 12:13:50 -0700 Subject: [PATCH 4/8] Updates from master --- .gitignore | 4 + .travis.yml | 17 + analysis/equivalent_width/__init__.py | 16 + analysis/equivalent_width/_calc_ew.py | 288 ++ analysis/equivalent_width/_interpolate_pew.py | 62 + analysis/equivalent_width/features.yml | 55 + analysis/lc_colors/__init__.py | 7 +- analysis/lc_colors/_chi_squared.py | 136 + analysis/lc_colors/_lc_regression.py | 165 + analysis/models/_models.py | 2 +- analysis/utils.py | 85 +- notebooks/equivalent_width.ipynb | 593 +++- notebooks/gaussian_regression_colors.ipynb | 592 +++- notebooks/lsst_snr_limit.ipynb | 241 ++ requirements.txt | 7 +- results/color_evolution/CMFGEN_1.02.ecsv | 194 ++ results/color_evolution/CMFGEN_1.04.ecsv | 194 ++ results/color_evolution/CMFGEN_1.4.ecsv | 194 ++ results/color_evolution/CMFGEN_1.7.ecsv | 194 ++ results/equivalent_width/fixed_False.ecsv | 3061 +++++++++++++++++ results/equivalent_width/fixed_True.ecsv | 3061 +++++++++++++++++ results/equivalent_width/peak_model_pew.ecsv | 61 + run_analysis.py | 140 + run_analysis.sh | 4 + setup.py | 13 + tests/test_equivalent_width.py | 260 ++ 26 files changed, 9294 insertions(+), 352 deletions(-) create mode 100644 .travis.yml create mode 100644 analysis/equivalent_width/__init__.py create mode 100644 analysis/equivalent_width/_calc_ew.py create mode 100644 analysis/equivalent_width/_interpolate_pew.py create mode 100644 analysis/equivalent_width/features.yml create mode 100644 analysis/lc_colors/_chi_squared.py create mode 100644 analysis/lc_colors/_lc_regression.py create mode 100644 notebooks/lsst_snr_limit.ipynb create mode 100644 results/color_evolution/CMFGEN_1.02.ecsv create mode 100644 results/color_evolution/CMFGEN_1.04.ecsv create mode 100644 results/color_evolution/CMFGEN_1.4.ecsv create mode 100644 results/color_evolution/CMFGEN_1.7.ecsv create mode 100644 results/equivalent_width/fixed_False.ecsv create mode 100644 results/equivalent_width/fixed_True.ecsv create mode 100644 results/equivalent_width/peak_model_pew.ecsv create mode 100644 run_analysis.py create mode 100644 run_analysis.sh create mode 100644 setup.py create mode 100644 tests/test_equivalent_width.py diff --git a/.gitignore b/.gitignore index 12ea2f0..a32064e 100644 --- a/.gitignore +++ b/.gitignore @@ -10,6 +10,10 @@ notebooks/figures/ # Python build files *__pycache__* *.pyc +.eggs +*.egg-info +build +dist # Jupyter Checkpoints *.ipynb_checkpoints diff --git a/.travis.yml b/.travis.yml new file mode 100644 index 0000000..ac58b9c --- /dev/null +++ b/.travis.yml @@ -0,0 +1,17 @@ +language: python + +os: + - linux + +matrix: + include: + - python: 3.7 + dist: xenial + sudo: true + +install: + - "pip install -r requirements.txt" + - "python setup.py install" + +script: + - pytest \ No newline at end of file diff --git a/analysis/equivalent_width/__init__.py b/analysis/equivalent_width/__init__.py new file mode 100644 index 0000000..67fdd52 --- /dev/null +++ b/analysis/equivalent_width/__init__.py @@ -0,0 +1,16 @@ +#!/usr/bin/env python3 +# -*- coding: UTF-8 -*- + +"""This module measures the pseudo equivalent widths of observed spectra and +compares them with CMFGEN models. +""" + +from ._calc_ew import ( + FEATURES as features, + UnobservedFeature, + calc_pew, + fit_continuum_func, + get_feature_bounds, + tabulate_peak_model_pew, + tabulate_pew_spectra, + tabulate_pew_spectrum) diff --git a/analysis/equivalent_width/_calc_ew.py b/analysis/equivalent_width/_calc_ew.py new file mode 100644 index 0000000..a079000 --- /dev/null +++ b/analysis/equivalent_width/_calc_ew.py @@ -0,0 +1,288 @@ +#!/usr/bin/env python3 +# -*- coding: UTF-8 -*- + +"""This module provides generic functions for measuring the pseudo equivalent +width of arbitrary features for a one or more spectra. +""" + +from pathlib import Path + +import numpy as np +import yaml +from astropy.table import Table, vstack + +from ..utils import get_csp_ebv, get_csp_t0, make_pbar, parse_spectra_table + +with open(Path(__file__).parent / 'features.yml') as infile: + FEATURES = yaml.load(infile, Loader=yaml.FullLoader) + + +class UnobservedFeature(Exception): + pass + + +# noinspection PyTypeChecker, PyUnresolvedReferences +def get_peak_wavelength( + wavelength, flux, lower_bound, upper_bound, behavior='min'): + """Return wavelength of the maximum flux within given wavelength bounds + + The behavior argument can be used to select the 'min' or 'max' wavelength + when there are multiple wavelengths having the same peak flux value. The + default behavior is 'min'. + + Args: + wavelength (ndarray): An array of wavelength values + flux (ndarray): An array of flux values + lower_bound (float): Lower wavelength boundary + upper_bound (float): Upper wavelength boundary + behavior (str): Return the 'min' or 'max' wavelength + + Returns: + The wavelength for the maximum flux value + The maximum flux value + """ + + # Make sure the given spectrum spans the given wavelength bounds + if (min(wavelength) > lower_bound) or (upper_bound > max(wavelength)): + raise UnobservedFeature('Feature not in spectral wavelength range.') + + # Select the portion of the spectrum within the given bounds + feature_indices = (lower_bound <= wavelength) & (wavelength <= upper_bound) + feature_flux = flux[feature_indices] + feature_wavelength = wavelength[feature_indices] + + peak_indices = np.argwhere(feature_flux == np.max(feature_flux)) + behavior_func = {'min': np.min, 'max': np.max}[behavior] + return behavior_func(feature_wavelength[peak_indices]) + + +def get_feature_bounds(wavelength, flux, feature): + """Get the start and end wavelengths / flux for a given feature + + Args: + wavelength (ndarray): An array of wavelength values + flux (ndarray): An array of flux values + feature (row): A dictionary defining feature parameters + + Returns: + The starting wavelength of the feature + The ending wavelength of the feature + """ + + feat_start = get_peak_wavelength( + wavelength, flux, feature['lower_blue'], feature['upper_blue'], 'min') + + feat_end = get_peak_wavelength( + wavelength, flux, feature['lower_red'], feature['upper_red'], 'max') + + return feat_start, feat_end + + +def fit_continuum_func(wavelength, flux, feat_start, feat_end): + """Fit the pseudo continuum for a given feature + + Args: + wavelength (ndarray): An array of wavelength values + flux (ndarray): An array of flux values + feat_start (float): The starting wavelength of the feature + feat_end (float): The ending wavelength of the feature + + Return: + A linear function fit to the flux values bounding a feature + """ + + if not ((feat_start in wavelength) and (feat_end in wavelength)): + raise ValueError('Feature bounds not in wavelength array.') + + blue_flux = flux[wavelength == feat_start] + red_flux = flux[wavelength == feat_end] + m = (red_flux - blue_flux) / (feat_end - feat_start) + b = blue_flux - m * feat_start + return lambda wave: m * np.array(wave) + b + + +# noinspection PyTypeChecker, PyUnresolvedReferences +def calc_pew(wavelength, flux, feature=None, feat_start=None, feat_end=None): + """Generic function for calculating the pseudo equivalent width + + If ``feat_start`` and ``feat_end`` are given, use them to determine the + continuum flux. If they aren't specified by ``feature`` is, estimate + the boundaries of the feature. + + Args: + wavelength (ndarray): An array of wavelength values + flux (ndarray): An array of flux values + feature (dict): A dictionary defining feature parameters + feat_start (float): The starting wavelength of the feature + feat_end (float): The ending wavelength of the feature + + Returns: + The pseudo equivalent width as a float + """ + + if (feat_start is None) or (feat_end is None): + if feature is None: + raise ValueError( + 'Must specify either feature bounds or feature dict.') + + feat_start, feat_end = get_feature_bounds(wavelength, flux, feature) + + # Select the portion of the spectrum within the given bounds + indices = (feat_start <= wavelength) & (wavelength <= feat_end) + feature_wave = wavelength[indices] + feature_flux = flux[indices] + + # Normalize the spectrum and calculate the EW + cont_func = fit_continuum_func(wavelength, flux, feat_start, feat_end) + continuum_flux = cont_func(feature_wave) + normalized_flux = feature_flux / continuum_flux + pew = np.trapz(1 - normalized_flux, feature_wave) + return pew, feat_start, feat_end + + +def create_pew_summary_table(models): + """Create an astropy Table to store pew results + + Args: + models (list): A list of sncosmo models + + Returns: + An astropy table + """ + + # First row represents observed data + model_names = [f'{m.source.name}' for m in models] + model_versions = [f'{m.source.version}' for m in models] + out_table = Table( + data=[['OBSERVED'] + model_names, [''] + model_versions], + names=['model', 'version'], + dtype=['U100', 'U100']) + + return out_table + + +def tabulate_pew_spectrum(time, wave, flux, models=(), fix_boundaries=True): + """Tabulate the observed and modeled pew for multiple features + + Args: + time (float): The time of the observed spectrum + wave (ndarray): An array of wavelength values + flux (ndarray): An array of flux values + models (list): A list of sncosmo models + fix_boundaries (bool): Fix feature boundaries to observed values + + Returns: + An astropy table + """ + + out_table = create_pew_summary_table(models) + out_table['time'] = time + + for feat_name, feature in FEATURES.items(): + # Calculate pew for observed data + try: + pew, feat_start, feat_end = calc_pew(wave, flux, feature) + pew_data = [[pew, feat_start, feat_end]] + + except UnobservedFeature: + continue + + # Reset feature boundaries + if not fix_boundaries: + feat_start, feat_end = None, None + + # Calculate pew for models + for model in models: + # Shift time to beginning of explosion + t0 = model.source.peakphase('csp_dr3_B') + model_pew_results = calc_pew( + wave, model.flux(time - t0, wave), feature, feat_start, feat_end) + + pew_data.append(model_pew_results) + + new_columns = np.transpose(pew_data) + out_table[feat_name] = new_columns[0] + out_table[feat_name + '_start'] = new_columns[1] + out_table[feat_name + '_end'] = new_columns[2] + + return out_table + + +def tabulate_pew_spectra( + data_release, models=(), fix_boundaries=True, verbose=True): + """Tabulate the pseudo equivalent widths for multiple spectra / features + + Args: + data_release (module): An sndata data release + models (list): A list of sncosmo models + fix_boundaries (bool): Fix feature boundaries to observed values + verbose (bool): Whether to display a progress bar + + Returns: + A table of equivalent widths over time + """ + + pew_data = [] + total_targets = len(data_release.get_available_ids()) + id_iter = make_pbar( + iterable=data_release.get_available_ids(), + verbose=verbose, + desc='Targets', + total=total_targets) + + for obj_id in id_iter: + data_table = data_release.get_data_for_id(obj_id) + time, wavelength, flux = parse_spectra_table(data_table) + + try: + for model in models: + model.set(extebv=get_csp_ebv(obj_id)) + + # Shift observed time to B-band peak + time -= get_csp_t0(obj_id) + + except ValueError: + continue + + spectra_iter = make_pbar( + iterable=zip(time, wavelength, flux), + verbose=verbose, + desc='Spectra', + position=1, + total=len(time)) + + pew_table = vstack([tabulate_pew_spectrum(*s, models, fix_boundaries) for s in spectra_iter]) + pew_table['obj_id'] = data_table.meta['obj_id'] + pew_data.append(pew_table) + + return vstack(pew_data) + + +def tabulate_peak_model_pew(models): + """Tabulate the pew for each feature at time of B band maximum + + Args: + models (list): A list of sncosmo models + + Returns: + A table of equivalent widths for each feature + """ + + out_table = create_pew_summary_table(models) + out_table.remove_row(0) # Remove row for observed data + + for feat_name, feature in FEATURES.items(): + pew_data = [] + for model in models: + time = model.source.peakphase('csp_dr3_B') + wave = model.source.interpolated_model()[1] + wave = wave[(wave > 3000) & (wave < 10000)] + model_pew_results = calc_pew(wave, model.flux(time, wave), feature) + pew_data.append(model_pew_results) + + new_columns = np.transpose(pew_data) + out_table[feat_name] = new_columns[0] + out_table[feat_name + '_start'] = new_columns[1] + out_table[feat_name + '_end'] = new_columns[2] + + return out_table diff --git a/analysis/equivalent_width/_interpolate_pew.py b/analysis/equivalent_width/_interpolate_pew.py new file mode 100644 index 0000000..a050cc0 --- /dev/null +++ b/analysis/equivalent_width/_interpolate_pew.py @@ -0,0 +1,62 @@ +#!/usr/bin/env python3 +# -*- coding: UTF-8 -*- + +"""This module handles the interpolation of equivalent width values in time""" + +import numpy as np + + +# Todo: Write the logic for interpolating pew +def interpolate_bmax_pew(time, ew_vals, tmax): + """Interpolate time dependent equivalent widths + + Interpolate equivalent width values to determine the value at the time + of B band maximum. + + From Folatelli et al. 2013: + + When several measurements are available within one week before and after + the time of maximum, a smooth polynomial fit is used. If only two data + points were obtained encompassing maximum light within −4 and +4 days, + then an interpolation was performed. If only data before or after maximum + is available within [−7, +7] days, an extrapolation is performed if the + closest point to maximum light is not farther than one day. For + observations which only have one measurement in the range [−4, +4] days or + when measurements in that range do not encompass maximum light, average + slopes determined from the best observed SNe are used for correcting the + pW value to the time of maximum light. + + Args: + time (ndarray): A list of observation times for each equivalent width + ew_vals (list): A list of equivalent width values + tmax (float): Time of maximum to interpolate for + + Returns: + The equivalent width interpolated at ``tmax`` + """ + + delta_t = np.abs(time - tmax) + delta_t_less_than_7 = delta_t[time - tmax < 2] + + # When several measurements are available within one week before and after + # the time of maximum, a smooth polynomial fit is used. + if sum(delta_t <= 7) > 2: + pass + + # If only two data points were obtained encompassing maximum light within + # −4 and +4 days, then an interpolation was performed. + elif sum(delta_t <= 4) == 2: + pass + + # If only data before or after maximum is available within [−7, +7] days, + # an extrapolation is performed if the closest point to maximum light is + # not farther than one day. + elif (all(delta_t_less_than_7 < 0) or all(delta_t_less_than_7 > 0)) and (min(delta_t) <= 1): + pass + + # For observations which only have one measurement in the range [−4, +4] + # days or when measurements in that range do not encompass maximum light, + # average slopes determined from the best observed SNe are used for + # correcting the pW value to the time of maximum light. + elif sum(delta_t <= 4) == 1: + pass diff --git a/analysis/equivalent_width/features.yml b/analysis/equivalent_width/features.yml new file mode 100644 index 0000000..9560078 --- /dev/null +++ b/analysis/equivalent_width/features.yml @@ -0,0 +1,55 @@ +pW1: + feature_id: Ca ii H&K + lower_blue: 3500 + upper_blue: 3800 + lower_red: 3900 + upper_red: 4100 + +pW2: + feature_id: Si ii λ4130 + lower_blue: 3900 + upper_blue: 4000 + lower_red: 4000 + upper_red: 4150 + +pW3: + feature_id: Mg ii, Fe ii + lower_blue: 3900 + upper_blue: 4150 + lower_red: 4450 + upper_red: 4700 + +pW4: + feature_id: Fe ii, Si ii + lower_blue: 4500 + upper_blue: 4700 + lower_red: 5050 + upper_red: 5550 + +pW5: + feature_id: S ii λ5449, λ5622 + lower_blue: 5150 + upper_blue: 5300 + lower_red: 5500 + upper_red: 5700 + +pW6: + feature_id: Si ii λ5972 + lower_blue: 5550 + upper_blue: 5700 + lower_red: 5800 + upper_red: 6000 + +pW7: + feature_id: Si ii λ6355 + lower_blue: 5800 + upper_blue: 6000 + lower_red: 6200 + upper_red: 6600 + +pW8: + feature_id: Ca ii IR triplet + lower_blue: 7500 + upper_blue: 8000 + lower_red: 8200 + upper_red: 8900 diff --git a/analysis/lc_colors/__init__.py b/analysis/lc_colors/__init__.py index 8eb57c8..c648aa8 100644 --- a/analysis/lc_colors/__init__.py +++ b/analysis/lc_colors/__init__.py @@ -4,4 +4,9 @@ """This module fits light curves using a gaussian regression and compares the fitted colors with colors predicted by CMFGEN.""" -from .gauss_regression import fit_gaussian_process, predict_light_curve +from ._chi_squared import get_color_times +from ._chi_squared import tabulate_residuals +from ._lc_regression import fit_gaussian_process +from ._lc_regression import predict_band_flux +from ._lc_regression import predict_color +from ._lc_regression import predict_light_curve diff --git a/analysis/lc_colors/_chi_squared.py b/analysis/lc_colors/_chi_squared.py new file mode 100644 index 0000000..ce40558 --- /dev/null +++ b/analysis/lc_colors/_chi_squared.py @@ -0,0 +1,136 @@ +#!/usr/bin/env python +# coding: utf-8 + +"""This module fits determines the chi-squared values for colors modeled by +an SNCosmo model. +""" + +from copy import deepcopy + +import numpy as np +from astropy.table import Table +from scipy import integrate + +from ._lc_regression import fit_gaussian_process, predict_color +from ..utils import get_csp_ebv, make_pbar + + +def get_color_times(data, band1, band2): + """Return the time range for which observations were performed + in a pair of band passes + + Args: + data (Table): Data returned by sndata + band1 (str): The name of a bandpass in data['band'] + band2 (str): The name of a bandpass in data['band'] + + Returns: + The start time + The end time + """ + + band1_times = data[data['band'] == band1]['time'] + band2_times = data[data['band'] == band2]['time'] + if (len(band1_times) == 0) or (len(band2_times) == 0): + raise ValueError(f'Bands do not overlap: {band1} : {band2}') + + start = max(min(band1_times), min(band2_times)) + end = min(max(band1_times), max(band2_times)) + return start, end + + +def calculate_color_residual(gp, model, band1, band2, tstart, tend): + """Calculate the integrated residual per unit wavelength for color + + Args: + gp (GP): A fitted gaussian process + model (Model): An sncosmo model + band1 (str): Name of the first band in the magnitude difference + band2 (str): Name of the second band in the magnitude difference + tstart (float): The start time of the integration + tend (float): The end time of the integration + + Returns: + (The integrated residual) / (tend - tstart) + (The error in integrated residual) / (tend - tstart) + """ + + def residual(time): + data_color = predict_color(gp, band1, band2, [time]) + model_color = model.color(band1, band2, 'ab', time) + return (data_color - model_color) / (tend - tstart) + + return integrate.quad(residual, tstart, tend) + + +def create_empty_output_table(model, band_combos): + """Create an empty astropy table for storing model residuals + + Args: + model (Model): sncosmo model the table will be used for + band_combos (list): List of tuples with band names to determine color for + + Returns: + An astropy table + """ + + def make_col_name(b1, b2): + return f"{b1.replace('csp_dr3_', '')}_{b2.replace('csp_dr3_', '')}" + + names, dtype = ['obj_id'], ['U100'] + for b1, b2 in band_combos: + col_name = make_col_name(b1, b2) + names += [col_name, col_name + '_err'] + dtype += [float, float] + + out_table = Table(names=names, dtype=dtype, masked=True) + out_table.meta['source'] = model.source.name + out_table.meta['version'] = model.source.version + out_table.meta['bands'] = band_combos + return out_table + + +def tabulate_residuals(data_release, model, band_combos, verbose=True): + """Tabulate color residuals for a given model + + Args: + data_release (module): An sndata data release + model (Model): An sncosmo model + band_combos (list): List of tuples with band names + verbose (bool): Whether to display a progress bar + """ + model = deepcopy(model) + + # Construct iterator over data tables for each SN in the given data release + total_iters = len(data_release.get_available_ids()) + data_pbar = make_pbar( + data_release.iter_data(format_sncosmo=True), + verbose=verbose, + desc='Targets', + total=total_iters) + + out_table = create_empty_output_table(model, band_combos) + for data_table in data_pbar: + gp = fit_gaussian_process(data_table) + obj_id = data_table.meta['obj_id'] + new_row, mask = [obj_id], [False] + + band_pbar = make_pbar(band_combos, verbose, desc='Colors', position=1) + for band1, band2 in band_pbar: + try: + tstart, tend = get_color_times(data_table, band1, band2) + model.set(extebv=get_csp_ebv(data_table.meta['obj_id'])) + # noinspection PyTupleAssignmentBalance + resid, resid_err = calculate_color_residual( + gp, model, band1, band2, tstart, tend) + + new_row += [resid, resid_err] + mask += [False, False] + + except ValueError: + new_row += [np.nan, np.nan] + mask += [True, True] + + out_table.add_row(new_row, mask=mask) + + return Table(out_table) diff --git a/analysis/lc_colors/_lc_regression.py b/analysis/lc_colors/_lc_regression.py new file mode 100644 index 0000000..f49ac08 --- /dev/null +++ b/analysis/lc_colors/_lc_regression.py @@ -0,0 +1,165 @@ +#!/usr/bin/env python +# coding: utf-8 + +"""This module fits light curves using gaussian regression as outlined in +Boone et al. 2019. Some of the source code is ported from the avocado package, +which is described by the same paper. +""" + +from functools import partial +from warnings import warn + +import george +import numpy as np +from astropy.table import Table +from george import kernels +from scipy.optimize import minimize + +from ..utils import get_effective_wavelength + + +# Ported from avocado +def get_kernel(scale, fix_scale, length_scale): + """Return a Matern 3/2 Kernel + + Args: + scale (float): Initial estimate of the scale + fix_scale (bool): Fix the scale to the initial estimate + length_scale (float): Initial kernel length scale in days + + Returns + A Matern32Kernel object + """ + + kernel = ( + (0.5 * scale) ** 2 * + kernels.Matern32Kernel([length_scale ** 2, 6000 ** 2], ndim=2) + ) + kernel.freeze_parameter('k2:metric:log_M_1_1') + + if fix_scale: + kernel.freeze_parameter('k1:log_constant') + + return kernel + + +# Ported from avocado +def fit_gaussian_process(data, fix_scale=True, length_scale=20.): + """Fit photometric observations with a gaussian regression + + Args: + data (Table): Data table from sndata (format_sncosmo=True) + fix_scale (bool): Whether to fix the scale while fitting + length_scale (float): The initial length scale to use for the fit. + + Returns: + A Gaussian process conditioned on the object's light-curve. + """ + + if isinstance(data, Table): + data = data.to_pandas() + + fluxes = data['flux'] + flux_errors = data['fluxerr'] + wavelengths = data['band'].map(get_effective_wavelength) + times = data['time'] + + # Use the highest signal-to-noise observation to estimate the scale. + # Include an error floor so that for very high + # signal-to-noise observations we pick the maximum flux value. + signal_to_noises = ( + np.abs(fluxes) / + np.sqrt(flux_errors ** 2 + (1e-2 * np.max(fluxes)) ** 2) + ) + scale = np.abs(fluxes[signal_to_noises.idxmax()]) + + # Construct gaussian process + kernel = get_kernel(scale, fix_scale, length_scale) + gp = george.GP(kernel) + + # Compute the covariance matrix + x_data = np.vstack([times, wavelengths]).T + gp.compute(x_data, flux_errors) + + # Define log likelihood calculations + def neg_ln_like(p): + gp.set_parameter_vector(p) + return -gp.log_likelihood(fluxes) + + def grad_neg_ln_like(p): + gp.set_parameter_vector(p) + return -gp.grad_log_likelihood(fluxes) + + bounds = [(0, np.log(1000 ** 2))] + if not fix_scale: + bounds = [(-30, 30)] + bounds + + fit_result = minimize( + neg_ln_like, + gp.get_parameter_vector(), + jac=grad_neg_ln_like, + bounds=bounds, + ) + + if not fit_result.success: + warn("GP fit failed! Using guessed GP parameters. ") + + gp.set_parameter_vector(fit_result.x) + return partial(gp.predict, fluxes) + + +def predict_band_flux(gp, band_name, times): + """Return the flux modeled by a gaussian regression in a single band + + Args: + gp (GP): A fitted gaussian process + band_name (str): Name of band pass to return flux for + times (list): Times to predict flux for + + Returns: + An array of flux values for the given times + The errors in each flux value + """ + + effective_wavelength = get_effective_wavelength(band_name) + wavelengths = np.ones(len(times)) * effective_wavelength + predict_x_vals = np.vstack([times, wavelengths]).T + return gp(predict_x_vals, return_var=True) + + +def predict_light_curve(gp, bands, times): + """Return the flux modeled by a gaussian regression in multiple bands + + Args: + gp (GP): A fitted gaussian process + bands (list): Name of band passes to return flux for + times (list): Times to predict flux for + + Returns: + A 2d array of flux values for each band + A 2d array of errors for the predicted flux + """ + + lc = np.array([predict_band_flux(gp, band, times) for band in bands]) + return lc[:, 0, :], np.sqrt(lc[:, 1, :]) + + +def predict_color(gp, band1, band2, time): + """Return the color value modeled by a gaussian regression + + Returns the band1 - band2 color. + + Args: + gp (GP): A fitted gaussian process + band1 (str): Name of the first band in the magnitude difference + band2 (str): Name of the second band in the magnitude difference + time (list): A 2d array of times for each band combination + + Returns: + The predicted color + The variance in the predicted color + """ + + band1_pred, band1_var = predict_band_flux(gp, band1, time) + band2_pred, band2_var = predict_band_flux(gp, band2, time) + return -2.5 * (np.log10(band1_pred) - np.log10(band2_pred)) diff --git a/analysis/models/_models.py b/analysis/models/_models.py index 081065b..53aabcc 100644 --- a/analysis/models/_models.py +++ b/analysis/models/_models.py @@ -80,7 +80,7 @@ def original_model(self): def _flux(self, phase, wave): # Returns the flux corresponding to the given phase and wavelength - amplitude = self._parameters + amplitude = self._parameters[0] return amplitude * self.spline(phase, wave) diff --git a/analysis/utils.py b/analysis/utils.py index a2cee04..7a01e81 100644 --- a/analysis/utils.py +++ b/analysis/utils.py @@ -4,33 +4,44 @@ """Utility functions used across the analysis package.""" import numpy as np +import sncosmo +from sndata.csp import dr1, dr3 from tqdm import tqdm -def get_spectra_for_id(data_release, obj_id): - """Get spectral data for a given data id +def get_csp_t0(obj_id): + """Get the t0 value published by CSP DR3 for a given object Args: - data_release (module): An sndata data access module - obj_id (str): The ID of the desired object + obj_id (str): The object Id value - Returns: - A list of observed MJD dates for each spectra - A 2d list of wavelength values for each date - A 2d list of flux values for each date + Return: + The published MJD of maximum minus 53000 """ - data = data_release.get_data_for_id(obj_id) - obs_dates = list(set(data['date'])) + params = dr3.load_table(3) + if obj_id not in params['SN']: + raise ValueError(f'No published t0 for {obj_id}') - wavelength, flux, flux_err = [], [], [] - for date in obs_dates: - data_for_date = data[data['date'] == date] - wavelength.append(data_for_date['wavelength']) - flux.append(data_for_date['flux']) - flux_err.append(.1 * data_for_date['flux']) # Todo: Parse flux errors + return params[params['SN'] == obj_id]['T(Bmax)'][0] - return obs_dates, wavelength, flux, flux_err + +def get_csp_ebv(obj_id): + """Get the E(B - V) value published by CSP DR1 for a given object + + Args: + obj_id (str): The object Id value + + Return: + The published E(B - V) value + """ + + extinction_table = dr1.load_table(1) + if obj_id not in extinction_table['SN']: + raise ValueError(f'No published E(B-V) for {obj_id}') + + data_for_target = extinction_table[extinction_table['SN'] == obj_id] + return data_for_target['E(B-V)'][0] def make_pbar(iterable, verbose, **kwargs): @@ -52,5 +63,41 @@ def make_pbar(iterable, verbose, **kwargs): return iterable -def chisq_sum(obs, exp, error): - return np.sum((obs - exp) ** 2 / (error ** 2)) +def get_effective_wavelength(band_name): + """Get the effective wavelength for a given band + + Band name must be registered with SNCosmo + + Args: + band_name (str): The name of a registered bandpass + + Returns: + The effective wavelength in Angstroms + """ + + return sncosmo.get_bandpass(band_name).wave_eff + + +def parse_spectra_table(data): + """Convert spectral data from an astropy table to arrays + + Args: + data (Table): A table of spectral data from sncosmo + + Returns: + A list of observed MJD dates for each spectra + A 2d list of wavelength values for each date + A 2d list of flux values for each date + """ + + obs_dates = list(set(data['date'])) + + wavelength, flux = [], [] + data.sort('wavelength') + for date in obs_dates: + data_for_date = data[data['date'] == date] + wavelength.append(data_for_date['wavelength']) + flux.append(data_for_date['flux']) + + obs_dates = np.array(obs_dates) - 2400000.5 # Convert from JD to MJD + return obs_dates, np.array(wavelength), np.array(flux) diff --git a/notebooks/equivalent_width.ipynb b/notebooks/equivalent_width.ipynb index 600cb67..ca96e8b 100644 --- a/notebooks/equivalent_width.ipynb +++ b/notebooks/equivalent_width.ipynb @@ -16,18 +16,19 @@ "outputs": [], "source": [ "import sys\n", - "\n", - "from astropy.table import Table\n", + "from pathlib import Path\n", + "import numpy as np\n", + "import sncosmo\n", + "from astropy.table import Table, join\n", "from matplotlib import pyplot as plt\n", - "from sndata.csp import dr1 as data_release\n", + "from sndata.csp import dr1, dr3\n", "from specutils.analysis import equivalent_width\n", "from specutils.fitting import fit_generic_continuum\n", "\n", "sys.path.insert(0, '../')\n", - "from analysis.pseudo_ew import feature_table, get_continuum_func, \\\n", - " get_feature_coordinates, UnobservedFeature\n", - "\n", - "data_release.download_module_data()\n" + "from analysis import equivalent_width as ew\n", + "from analysis import models\n", + "from analysis import utils\n" ] }, { @@ -36,150 +37,155 @@ "metadata": {}, "outputs": [], "source": [ - "def get_spectra_for_id(obj_id):\n", - " \"\"\"Get spectral data for a given data id\n", - "\n", - " Args:\n", - " obj_id (str): The ID of the desired object\n", - "\n", - " Returns:\n", - " A list of observed MJD dates for each spectra\n", - " A 2d list of wavelength values for each date\n", - " A 2d list of flux values for each date\n", - " \"\"\"\n", - "\n", - " data = data_release.get_data_for_id(obj_id)\n", - " obs_dates = list(set(data['date']))\n", - "\n", - " wavelength, flux = [], []\n", - " for date in obs_dates:\n", - " data_for_date = data[data['date'] == date]\n", - " wavelength.append(data_for_date['wavelength'])\n", - " flux.append(data_for_date['flux'])\n", - "\n", - " return obs_dates, wavelength, flux\n", + "models.register_sources(force=True)\n", + "dr1.download_module_data()\n", + "dr3.register_filters()\n", "\n", + "# Load models for different masses\n", + "m102 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.02))\n", + "m104 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.04))\n", + "m14 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.4))\n", + "m17 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.7))\n", "\n", - "def plot_spectra(obs_dates, wavelength, flux, fig=None, axis=None, **kwargs):\n", - " \"\"\"Plot spectra and their continuums\n", - " \n", - " Args:\n", - " obs_dates (list): A list of observed MJD dates for each spectra\n", - " wavelength (list): A 2d list of wavelength values for each date\n", - " flux (list): A 2d list of flux values for each date\n", - " \"\"\"\n", - " \n", - " if fig is None or axis is None:\n", - " fig, axis = plt.subplots(1, 1, figsize=(10, 10))\n", - " \n", - " plot_data = zip(obs_dates, wavelength, flux)\n", - " \n", - " for date, wave, flux in plot_data:\n", - " axis.plot(wave, flux, label=str(date), **kwargs)\n", - " axis.legend()\n", - " \n", - " return fig, axis \n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(<Figure size 720x720 with 1 Axes>,\n", - " <matplotlib.axes._subplots.AxesSubplot at 0x1c253ce3c8>)" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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n8/TTTwNQXV3NFVdcwZlnnsno0aP929oAzJs3j+HDh1NQUMDcuXMN+x6pL9He31FS/FN0LbbUtq+R1X9CCJEwFouFp556iuLiYurr6xk5ciQTJkxg2LBhlJeXs2LFCgYOHKi75/zzz+fdd9/VHUtKSqKkpIT09HScTifjxo1j4sSJjB07loULF1JeXs7u3bsxmUxUVlYCWpHRoqIili5dyu7du5kxYwarVq1ix44d/O1vf6O0tBSbzcYll1zCj370I84444yw/hv1JZb7O0IyVaJrsSS3fY0EVUIIkTD9+/enuLgYgIyMDPLz8zlw4AAAd911F08++SSKorTZjqIo/r32nE4nTqfTf9/8+fN58MEHMZm0MKRPnz4A7Ny5k/HjxwMwdOhQysrKOHLkCLt27WLs2LGkpqZisVj43ve+x9KlS6P+njp6f7QkUyW6FnNS29d43InvhxBCdAFPlD7B7uO749rm0J5DeWD0A1FdW1ZWxubNmxkzZgxvv/02AwYM8G+qHGzDhg0UFhaSm5vL7NmzKSgoAMDtdjNy5Ej27NnDjBkzGDNmDABff/01r7/+OkuXLqV37948/fTTnHHGGRQWFvLmm28ybtw4SktL2bdvHxUVFQwfPpzf/e53VFVVkZKSwnvvvceoUcYFzo36Esv9HSFBlehaLLa2r5FMlRBCJFxDQwNTp05l7ty5WCwWZs2axX//+9+w64qLi9m3bx/p6em89957TJkyha+++goAs9nMli1bqKmp4YorrmDHjh0MHz4cu91OcnIyGzdu5M033+TnP/85H3zwATNnzuTOO++kqKiIESNGcNZZZ2GxWMjPz+eBBx5gwoQJpKenU1hYiMUSHsJE6ku093eU7P0nOlfovn/3fAlPDWn9ngmPwnl3Jq5PQgjRibrC3n9Op5PJkyfzwx/+kLvvvpvt27czfvx4UlO1ea8VFRXk5uZSWlpKv379dPcOGjSIjRs30qtXL93xRx55hLS0NO69916GDh3K8uXLGTRoEKqqkpWVRW2tfp9XVVUZPHgw27ZtIzMzU3fut7/9LXl5eUyfPr3V7yNSX1q7X/b+EycPiw3u3ws9T4t8jWSqhBAiYVRV5aabbiI/P5+7774bgBEjRlBZWUlZWRllZWXk5eWxadMm+vXrx+HDh/ElaEpLS/F4POTk5HD06FFqamoAaG5uZuXKlQwdOhSAKVOmUFJSAsDatWsZMkT7x3RNTQ0Oh7ZrxgsvvMAFF1zgD6h8k9n379/Pm2++yXXXXRfW90h9ifb+jpLhP9G1mJO0FYDn3gHv/tr4GplTJYQQCbN+/XoWLVrEiBEjKCoqArRVeZMmTTK8fsmSJcyfPx+LxUJKSgqLFy9GURQOHTrEDTfcgNvtxuPxcM011zB58mQAZs6cybRp05gzZw7p6em88MILgJYluv766zGbzQwbNowXX3zR/5ypU6dSVVWF1WrlueeeIzs7G4AFCxYAcNttt0XsS2v3x5MM/4nOFTr89+BxMJlh8z/grQhp3Qvuh+//LvF9E0KITtAVhv+6Mxn+EyeH3kO1gArA0soqQBn+E0II0QVJUCW6jr7DA69bq1clQZUQQoguSIIq0Xk8Qfv6nXktXPZM4H2koEoxy5wqIYQQXZIEVaLzBO/hV/hj/RY1kYb/zDbJVAkhhOiSJKgSnWfZ/YHXSsivYqRMlQRVQgghuigJqkTn2bMq8HrgufpzETNVVgmqhBBCdEkSVInWuRxQ9XVi2nbbta+jbgrfniY4qLrmFcg6VXtttsmcKiGESKDy8nIuuugi8vPzKSgoYN68ebrzs2fPRlEUjh07BsCaNWvo0aMHRUVFFBUV8eijjwLQ0tLC6NGjKSwspKCggIceesjfxvnnn++/Pjc3lylTpgDwj3/8gzPPPJMzzzyTc889l61bt/rvqamp4aqrrmLo0KHk5+ezYcOGsL63py/xJMU/ReuW3QefLYT7voa0Xm1eHhOXVjUXs8F+f8FB1bDL4ZQxcGATvP8byVQJIUQCWSwWnnrqKYqLi6mvr2fkyJFMmDCBYcOGUV5ezooVKxg4cKDunvPPP593331XdywpKYmSkhLS09NxOp2MGzeOiRMnMnbsWD744AP/dVOnTuXyyy8HYPDgwaxdu5bs7GyWLVvGrbfeyieffALAnXfeySWXXMKSJUtwOBw0NTUZ9j/WvsSTZKpE675erX2118W/bV+mKnQ+FYTPqcroB0MngckCHmf8+yKEEAKA/v37U1xcDEBGRgb5+fkcOHAAgLvuuosnn3zSX6W8NYqikJ6eDmh7CTqdzrD76uvrKSkp8Weqzj33XH+l87Fjx1JRUQFAXV0d69at46abbgLAZrORlZUV9fcUTV/iQTJVog2+ivvx/+XD7Yh8LtKcKpNFMlVCiG7j8GOPYd+1O65tJuUPpd9vfxvVtWVlZWzevJkxY8bw9ttvM2DAAAoLC8Ou27BhA4WFheTm5jJ79mwKCgoAcLvdjBw5kj179jBjxgzGjBmju2/p0qWMHz8+bMNkgBdffJGJEycC8M0339C7d29uvPFGtm7dysiRI5k3bx5paWlx60s8SKZKRCcBEX2rIq3+M1lkTpUQQpwADQ0NTJ06lblz52KxWJg1a5Z/jlKw4uJi9u3bx9atW7n99tv9WScAs9nMli1bqKiooLS0lB07dujufe211ww3Nl69ejUvvvgiTzzxBAAul4tNmzbxy1/+ks2bN5OWlsbjjz8e177Eg2SqRGTOlkCi6kQzezNV+Zfpjx/Zof2pPQA9Bpz4fgkhxAkUbUYp3pxOJ1OnTmXatGlceeWVbN++nb179/qzVBUVFRQXF1NaWkq/fv38902aNInp06dz7NgxevUKzMPNysriwgsvZPny5Qwfru2eUVVVRWlpKUuXLtU9e9u2bdx8880sW7aMnJwcAPLy8sjLy/Nnl6666irDoCo44xVLX+JFMlXC2JHPYVZfqN3vPXCCM1UmE8ws11b+GTm87cT2RwghuglVVbnpppvIz8/n7rvvBmDEiBFUVlZSVlZGWVkZeXl5bNq0iX79+nH48GFUVfsXeGlpKR6Ph5ycHI4ePUpNTQ0Azc3NrFy5kqFDh/qf88YbbzB58mSSkwMjE/v37+fKK69k0aJFDBkyxH+8X79+nHLKKXzxxRcArFq1imHDhoX1vb19iRfJVAljB7fo35/o4T+A5PAx9oBO6I8QQnQD69evZ9GiRYwYMYKioiIAHnvsMSZNmmR4/ZIlS5g/fz4Wi4WUlBQWL16MoigcOnSIG264Abfbjcfj4ZprrmHy5Mn++xYvXszMmTN1bT366KNUVVUxffp0QFuJuHHjRgCeeeYZpk2bhsPh4LTTTuPll18GYMGCBQDcdttt7e5LvCi+iO5EGjVqlOr7IYkuavOr8NaMwPs7t0H2qfFrv6Yc5nrTrmNnwCWPRXffwz20r1cvhIIr4tcfIYToInbt2kV+fn5nd6PbMvr5K4rymaqqo9q6V4b/hLHQYFv1GF/XXl+vavsaI9mDta8ue/z6IoQQQsSBBFUiggQHVbqgLYZs6c+8Bd1aK8cghBBCdAIJqoSxsExVZy0DDOGrvi5BlRDiJNYZU3NEx3/uElSJCBKcqWovs1X76pKgSghxckpOTqaqqkoCqxNMVVWqqqp0qxFjJav/hDGjOVVHdkJqDmT07Zw+gWSqhBAnvby8PCoqKjh69Ghnd6XbSU5OJi8vr933S1AlIjAIquafA0k94Df7jW85EfxBlez/J4Q4OVmtVgYPHtzZ3RDtIMN/Ijq+4T97bfzbPmdG29f4mLz/Dvhyefz7IYQQQnSABFXCWKJLKgRnwnrEkGr1FSE9IHXOhBBCdC0SVIkIQoKqeNeF8gVpY6e3735FfnWFEEJ0LTKnShgLzVQ56uPbvm/13vfuj/3e0y4CR0N8+yOEEEJ0kPxzX0Rn6W3xbc/Von21tGPpqtkKHld8+yOEEEJ0kARVwlhopqrhiP790S+g6uv2t+8riWBOiv1ek0WCKiGEEF2ODP+JCCIUnTN5i28+N1r7+nA7VwO6WrS2TO2I601mcEtQJYQQomuRTJUwFqmSb3uG64y4HDG39XnV5zjdTnA0wtFdcPTL+PRFCCGEiAMJqkQEEYIqa7yCqhaw2MIO19prcRkM7a2rWMeP3/0x8zbNg69LvAf/FJ++CCGEEHEgQZUwFilTZUuPT/tue1imqsHRwLjF43h287O6458e/pSHPnoIgB1VOwInTOb49EUIIYSIAwmqRGzSesWnHZcdLPpJ6kebtX2uXv78Zf+xb2q+4efv/5xjzccAcHqCtqeRoEoIIUQXIkGVMFYTYX+/pMz4tO+yh638a/GWWfAEVW//zYe/0V2z7eg27N6i6igSVAkhhOg6JKgSxj6Zb3xcdUPjsY63b5CpsrvDq7af1eessGPlVu9cLMlUCSGE6EIkqBKx+WYN/On0jrfjagkLqppdzf7Xr+9+HYBUS2rYrdVnXq292PhSoLTCaz+BZ0aBJ957FAohhBDRkaBKdA63o9VM1R8++QP76vYZZq/qhl0aeHNku/b1i/9A1Vew418J6a4QQgjRFgmqROdwtYSt/mt0NureNzmbdEHVZadfBkCt7jpFd4/sCSiEEKKzSFAlOofLAWZ9narNlZvDLvMFVaf1OI3fjNYmrdc6gzZ3VpSwe4QQQojOINvUiHAP90j8MwwyVa9/8bruvcPjwO62MyB9AG9e9iYmxYTFZKHWHrw1jhJSUytCfS0hhBAiwSRTJTpHyJyq4DIKFw+8GACH24HdZSfVmorZZEZRFDJtmdQ56gLtKAq4g2pXCSGEEJ2kw0GVoijJiqKUKoqyVVGUzxVFeSQeHRMnEY8bmqv1x0JW/9U7tCG9+8++nxsKbgC8QZXHTpIpcF2mLZOG0HlTwZPZI1WCF0IIIRIsHpkqO/B9VVULgSLgEkVRxsahXXGyWPYAPDEIHE2BYy6HrvjnkaYjAPRO7Y3VbAVgyZdLWH9gPQ3OQBCVYcugzhmUqfK4tbaEEEKITtbhoErV+D71rN4/ki74tkpEnaftb2hfvRXTaTwG9lpd8c7DjYcB6J/WnxRLCgAr968EoKyuzH9dujXdn9UCoHov6DZgll89IYQQnSMuc6oURTErirIFqARWqKr6icE1tyqKslFRlI1Hjx6Nx2NFIngM5icNndzBRkMCneN7ta/Zg/yHXtv9GgAZ1gxyknMitpRhy9AHVW/8TKvyLoQQQnSyuARVqqq6VVUtAvKA0YqiDDe45nlVVUepqjqqd+/e8XisSARd1scrM7djbYYmj3yr9/qNAOCdr9/hwwMfApBqTSXDlqG73GIKLFLNsGWEz6nySFAlhBCi88V19Z+qqjXAGuCSeLYrTiCjlXQmC9y/t+Nt+1b42b2ZpqRMjrcc57cf/tZ/SYolBZNiYsHFCwDITsrm45987D+facvUZ6pAn6mSiepCCCE6SYfrVCmK0htwqqpaoyhKCnAx8ESHeyY6h1GmSjFBas8ONOoNdHwZJd+GzNYUHG79JHPfXn/nDTiP7TdsD2spw5ZBi7sFB+AvHSqZKiGEEF1APDJV/YHViqJsAz5Fm1P1bhzaFZ3BKKgKmlDeLr7skeqBza/Ce/d627XoNlG+MO9C/8q/SNJt6QDUTwsqFCrZKSGEEF1AhzNVqqpuA86KQ19EV2BYSNO7Fcz3ZsLax9vRqC+ocsMXywKHTRaag7acmXPRnDZbSrd6gypFwT+dXYb/hBBCdAFSUV3oGWWqfEHRqed0sO2QYTqThSZnoHZV8IT0SHzlFuzpvQIHnxvdsX4JIYQQcSBBldBTDepU+Y4p7RwG9K3WCy19YDL7h/+en/B8VE3ZvJswO8w26DHQ4ArJVAkhhOgcElSJ6MU6t6q5Rv/e49H26gtqzxdU5aRErk0VLMlbhd3hcUDRdeEXGGbahBBCiMSToEroGc1J8h0zGp7zreQLdXAzPHEqfP7voHZCsmAmC00ubfjPt+qvLb5Mld1th1SDQEyCKiGEEJ1EgiqhZzj85w2qjIb/guZE6ez3FtUv+zCoHTf+Se/e9nyZKt9cqbb4h//cDrAa3CNBlRBCiE4iQZXQ+3K5wUFfpsrg1yUpSnwAAAAgAElEQVTSajtno/bVFpSB+ue1gflVACaLvzp6aBX1SJJM2vCf3W0Ho0BMalYJIYToJB0uqSBOIpW7YMX/Cz/eWqbKKLMFgeDGFFR3qmaf9sfHZOZ4y3HSrGn+DFRb/HOqJFMlhBCii5FMlQgInVju58tUGU1Uj5Cp8hXxDKmYrqMo1NhryErKiraH/uKgWlCVHH6BZKqEEEJ0EgmqRJAIAVKrmapIQZU38+Syt/rEans12UnZUfYvkKmyu+1gNZjcLpkqIYQQnUSCKgFAs6uZrxrKI5xtZfVfJL6gytHY6mXVLdVkJ8ceVDncDuiTH36BBFVCCCE6iQRVAoD71t7HlRv/QEtwHSkftbWJ6hHmVPmErg4MyXbVtNTEFFTpSiqkZMPZN+sv2Lo46raEEEKIeJKgSgBQergUAMMZSd+5WPsa7fCfozGwaXLlrpDr9U+otlfHNKfKYrJgUkxaUAXwo6cge1DggqYIdbOEEEKIBJPVf6J1/1sJFm3ILeqJ6l+tCLw+uiv8vNfxluM0u5rpldIr4jVGksxJ2vCfz/RPwOOEP+YZ31BbAY4m6D0kpucIIYQQsZBMldAJG8zzBVQQfaZKie7Xqqy2DIAh2bEFOzazTdumxseaDEkZcNZPISM3/IY5BfDc2TE9QwghhIiVBFUCANUbHHmM5lT5GE1UN5pT1VobQXxDeNFWU/dJMoVkqnyaq6H+YOQVh7UHYnqOEEIIEQsJqgQAqncYTzfjKb2v/qJoh/+izFT5girfir5oWc3WwJyqYL59CA9vN75x57+NjwshhBBxIEGV0HmkV0/s3kRTVW4htfbawEmjYCl0+O+tGfCvm8OvM+ALjKKtpu5T1VxFyf6S8BPjvdXgW2rDz4EUBhVCCJFQElQJnG6nP8ApSUvlvbQ0XMCFzt2MWzwucGE0marNr0beZDmEbwgv2WxQGb0VLe4WmlxN+oAPIK239rW5OnBMt6FzG+UfhBBCiA6QoEqwunx12LE3MtL9r+d8NocmZ1Nse/9Fob2ZKp+jTUf1B2xp2tfggqN7Pwi8XvkQOFva9SwhhBCiLRJUCe5Ze4/uvQLsswY2Qn5px0ss27vMOFMVaZuaKLR3TtWNBTcC0OQKyYj5Jry/cwfUH9Zem0Mm1+9ZGXM/hRBCiGhIUCXCKEBySAYqKzkrwjY1Kux6JzBJPAb+oMoSW1B1Qd4FADQ6Q7bACd5gedkD2tfQPvuGCIUQQog4k6BKhGkwKWG/GG6P23iielMVvP4/sHhazM/xD/+ZYhv+S7Nqw3wRM1XBQoMqw3lhQgghRMdJRXUR5vGcnmHHHB6Hcf2pFQ9pX+tirwFld9mxmCyYYwx0/EFV6IT44L0JfW2GBlWyAlAIIUSCSKZKROWjAx+xt3Zv+IkjO7SvZmv4OZ+bDcofoGWqYl35B5BqTQUMgqpgvmAqNKiSFYBCCCESRDJVIirvfPMO/9n7H7ZGuqC1FXy+VXnBLCk43I52rfxLtWhBVaOrMfJFvpWKoc+WoEoIIUSCSKZKRM3TWkBitsHxb4zPGd33QBmHGg/RMzl8qLEtKZYUTIqJBkdD5It8w3+hw31qAof/XpoInzxveKreUc8Xx79I3LOFEEJ0OgmqRNT6pvaNfNJshRcmGJ9L66V/378IrMmU15dzWo/TYu6Hoij0Se3D4cbDkS/yB1Uu7euVf9O+JipTtfy3sP8jWHYfvPEzeOdO3elf/eMCrnrnKjxHJbASQoiTlQRVolXvT33f/3poz6GRL1TM0GRQVuGeLyG9j/6YN+CpaqlqV6YKoF9qPyqbKyNf4JtL5QuqrN6VgYkIqlx2+Pi5wPvPl8JnC3WXbFGcAJS8/L34P18IIUSXIEGV0Hnp0BH+p7bO/z43Pdf/2uVxwaifG98YaRPlDIPslmLC6XFS76inZ0r7gqrMpEzq7HWRL1BChv98c7cSEVStntXmJcneIql39ZU6WUIIcbKSoKqb882TunnEzazLncLZLXbyXC7Da10eFwy/yrihSEGVz1074bJn/dfWtNQA0DOpfUFVhi2Dekd9K1d4K737MlW+1YmeBARV6+e1fl5VSQqqPN/ikq1yhBDiZCRBVTe3aOciANYfWE+2twjnyBatKKcJfV0qp8cZCFJCtRVU9RgAA8dqr/POZn/9foD2Z6psmdQ5Apmq/5b9l0lvTuLIOO9cJu9mzXgLjPoLg57o1X8eNzQewxS0m89TG586sX0QQghxQkhQ1c19U6ut2KtqqfIfG+pwUjLibrZcry+g4FJdkJmLIaPCoKF6nQG/WAcXP8zXNV8DMCxnWLv6nWnLpN5R78+03bP2Hsrry1nSqy/0OAXc2hwmnM2AEtjCJt5BVVt7H77/O5j9HcwErjvYeDC+fRBCCNElSJ2qbmzV/lW8+dWbADjcDgj64O/dZ0RYoOTyuLTA6M6tUFMOf58cONlWpsqnfyEQGALLsGW0q+8ZtgxUVPbU7NEVAW12NmtDfS5vhsrZrE1S982xindJhbaG8ra+BoAnKOundmATaiGEEF2XZKq6see3BWoq3Xf2fSFZl/DMk8s39Jc9KHwPvWiDKi+HRxuea09F9eD7rn3nWv8QJkC1vVqblO4b/nO1gCU50N94Z6ocWkC322blDznZ/DMjXX/e+9xjlsDPy53IWllCCCE6jQRV3ZhZCXzQX3b6ZQRnqoJjqpmjZ2I1WQNBVegFEHNQ1eJqQUHBample5souFQXfdMCKwyrmqu8QVXQ8J81NdC/dX/q0PPCOLWq7lcP6M/rmRn8sVdPRgweSK13H8IWxcSIwQN1t5xiy45vH4QQQnQJElR1Yy3ukKGr4ExVUJA0LX8aOSk5fFP7DV9Wf+k937Ggyu62k2ROQolmLlYbLCYLFpOFcQPGhWeqnM3afCpf/w5v7/DzdByN1JjCv/evbFZY8wQHgzJUj+ZNItfpotnRSikIIYQQ31oSVHVjVc1VIUciD//5qpdvOLjB8DyKCWJYyWd329u175/PhadcCMCgzEG8vONlXB4XyeZkbW5Y2PBf0JyqeHM0cUffXmGHKywWWPMYnqBg8+J+Y0lVPTQ5mxPTFyGEEJ1KgqpubNyAcZFPRsgg+YcAQzNTigls6VB4XVTPtrvt7Z5PBdA3rS/Dc4ZrZR68bGabNgHebA3KVDV5q6knaHK4vY6vbOHB4abkJACag6rMp9sySPWoNLkkqBJCiJORBFXdWNh8pjYmqkPQpsqhQZfqgZYasCRF9exNRzZhNXdsPpXVbOVAwwH/+2SLN1NVdxDKP4G3bwdnizb853a20lI77V0Hi6ZgC/q5XZf3fQCWZqSzz2Kh3hz4K6ZYkkhRVZrcElQJIcTJSIKqbszuK4zpFzynKkKmSvVmqkKLgDYeBXsd9Gm77tSWyi2U1ZXpAqL22HpUX0fLZrJp88SqvtIObHoFyj/Whv98mat4eutX2nODgqrhPc7w/6X6SW5fvrAFBY5mG6keD42SqRJCiJOSBFXdmN1tx2ayserqVdqBCBPVg7l9e+kF1YbSTngzQVFkqo40HYm1q4Y8IeUR/Jkqa5r+Qldz1Bm0mHgzbcmeoKAqp4BlvS8GoM5sptH7cyy5ugTMVtJUlaawYFYIIcTJQIKqbkpVVVbsW8GpPU6lT2ofgyuMM1X+GkvOkJWDvkxQFKsAzXGaNP6vy/7FWX3O8r/PsGXQ4m6hOSmkVpSqQp987XXe6Lg8G/Bv0pzqDe4eqzzGab3yybX18F/y1+wepHg89E7t7c9UNYWuuhRCCHFSkKCqm/rDx38A4KvqrwIHgzNV1hTd9RZFK77vD6pCh7D8QVXbAVM8yigADMkewisTX/G/75/WH4CvLPpfa7cCJftLUE89N74ZK2+mqsFkYmJDI5c2NmmT9QeN48r6Bv9lzb6SC2YraR6VBrddqqoLIcRJSIKqbmrFvhUGR4M+6JP028ekeDckfnnHyzz00UOQ0V9/a6RVgQZckTZlbqc/nPcHXvrhSxT0KgDgq5DNlxZTz52r72S5yR7fuVXeTFWDyUR6UpZ2zJYG37mYFampBtdbyfR4cKpu/rn7n/HrRwSVTZW61ZFCCCESS4KqburcAecCcP/Z9xtfYNPPS3r5kpf9r9/86k049Vy4cXngAqPhv1/vMGx6zmdzAFh4ycLYOh3B5d+5nLP7nU1Ocg4AzSGrGo+gZdcOKmp8VwF6n1NvMpF+5o9h+sf+Cf6PHz0Wfr3ZhtWboXq89PH49cNAk7OJ8W+MZ9bHsxL6HCGEEAESVHVTLa4WvpP1HX467KeBg8FDUhZ9Danv9vxueCN5owKvfUFV8J6AWacYPjs3PReAM3ufGVOf2+LLpjVn659rMWkZpVqF+AZVZit2BZyKQkZydmDeFjCqJTAZffve/d7rbUxo0ib4X3765fHrh4Eml/ac1eWrE/ocIYQQARJUdVPNrmZSLaFDVK2XVBiUOUh/wGyFW0rglDGBYCWK+VJ9UvuQl57X4X3/QllNVkyKieYzLtYfH3wBAC97jkE8h8PMVuq986UybPrh0tQzfhh4M/1j//W5Ljc93W5snjhv7BzCtzLSFOP2QUIIIdrP0vYl4mTU4mohOSQbRRuTp8/JPYeyujLvpao24XzASEjOimn1n+Gz40BRFFIsKTR7nJCRC/UHAbBkDvBf43E74vMvCY8b9qxkRq62mXN2csgmydct5m8HP6ZHchbkeDNY3jlYNlXF2Xw8Hr2IyDdvzST/bhJCiBNGgqpuyuF2kGptJVNlIMs3GRtvpst3v8kclKlqe/WfcZYsPlIsKTS7msEU+NUO3jja7naRYnRjrBza6r6dSdpqwp7JIfseKgpjB5yjPxYUVDmcDSSSwxvkxmulpRBCiLbJP2O7KafH2cY2NeFuGXGL/3W9oz5wwmTGH5B1YqYKtKCqxe3dmsarOaj8Q4saxfDfwz2gpI0J3i79KsKhPYe23a430LOqKs5EbJsTxLfqT4b/hBDixJH/43ZTDo8j5jlNVrOVgRkDAWh0NgZOBGenTGbIO7vVdppdzf5J5bFY++VR9lTWt3pNsiWZZmcznHu77nk+LdHOqVr3ZOvnNy8CIN/u4Nzcc8PmVBnyZo1sKjgTsW1OEIdHa1+CKiGEOHHk/7jdlNPtxOYdjgpouyDlA6MfAKDeGZqp8lJMcP3bcPeuiG00u5rblam64aVSLv7zulav8Q//FV+v7UOYfxlNQVvqtNhrwNEUuQHfNjyt8bhh1SMANCsKmbbMqPoPQGoONlWlxZPYoMqXCVMiVMYXQggRfzKnqptqz/AfBFa5NTiC5gQFzV9CMYEtVfsTZGfVTtaUryErKYsWd0u7MlXR8A//AUzfAIB99a/951sUBfZ9BCErBP2iGZZzBjJfTkUxCE5b8auNpP19NA0J3v8vdPiv1l5LRUMFBTkFCX2uEEJ0ZxJUdVOGQVUUmap0q7avni5TpYRkqgxc++61/tdZSVkkmxM0p8qcQq29VnfMHhTA2BUFknuE3hYQzfCgSwvaDlrMHLBaGBvLMKrZRpqqcsST2KDKN1F9f/1+jjUfY8aqGeys2gnAKxNf0e2ZKIQQIj5k+K+bMhz+a3emKujXyCCo+qDiA937GnsNPZJaCWw6wD/8FyR4UnizokTeqqahEmrK236IN1P1w1O0Ug0xzU0z20jzeGhI9JyqoPb/veff/oAKYMHWBQl9thBCdFeSqeqm2pup8gVVhxsPBw4GD/+ZwksqTF81PeyYb/PjeEuxhgdVDo+DDGsG9c567IrJn2kK89R3QY2iKGfI/VZzLEGVlXSPh6YE78kXvOefOaTMxUcHP+Jgw0F/ZXshhBDxIZmqbsijemhxt2AxxR5T++pL/XXbXwPZqiiG/0L1S+sX03M9nrYDPjDOVNnddn8w2GJqJVMVTUAF4GjUvY0pU6UopGKiUXWiRpEZbK8nSp/wvzbawHp//f6EPVsIIborCaq6oYWfLwTwV0f3i+JDPriY5IGGA9qL0InquiaN2zw399w2nxXMGeW2LkZBlcPtIDNJW6HXrCjginI+U0jw5FezT/c21tIUaZjwQFg/46myudL/+unNT4edD14RKU5i8wrhT2d0di+E6DYkqOqGSg+XAnCo4VDImdgyJ4+XPq4NM+lKKuiHmnwb+1495Grd8Vgrfbvc0fUt1ZKKy+PSzaNyepz+avBNJiXy8F+oA58ZH/+/63VvYw6qvD8j38/mRHng7Af8rz+v+py5n83l9xt+z/oD609oP06Iio1Q9bX+2Ia/wOEdndOfzlJdBo2VbV4mhIgPCaq6IV/2KKwwZIzDURuPbGTVvlX67FTQ6yZnE0eajgBwWo/T2tdZL6c7+kwVBAKWgw0H2Ve3z7/BcJ3JBCsfju6hLoNhQnf4UFqsBTaTFC2z1xJtcBcjo+E+0H42Y/qNAeD5bc/z4o4X+b8v/4/bVt6WkH50GlWFF8bD/JBs6Pu/gQXndU6fOlvNfsPfXSFEfElQ1Y3pskWq6q8S3pbgPQDrnfX64b+UbG9zKmP+OYbpK7VJ6mdkn8EvzvxFu/vqiDKo8u1H6Btae3XXq4CWnUuxpGhBVX1ohg6oNChWahT0fPBU2CE1xgxfkjdT5UhQAVDfFkI/K/iZ7rhJMbFgQjdY+Wev074G//cz+gdDSy3893+jHw7+Nps7AmqjWNkqhOgQCaq6IV+mSldt++juqO9ffc1qfVvBw39ZpwCBTYx98676pPbhV2f9io9/8jEfXfdRzH12Rjn818OmlWo42nQUCJR+SLGkkGZNoznrFMg1qNG06ZXwY5+9HJ6t+nBO2GWxTji3eVcLJmr/P19QNSR7CIsm6gPlSIsTlu1dxoi/j9Cv6vy2Mvq5fr5U//7I5/D4QPjoGdjyzxPTr85msDJXCBFfElR1Qx60rI8uUxU8ZHTPF63eH/zB/PuPfx+YRzXofLAkAfDa7td09/RN7QtAmjUtun3yQriizFQNzdE2Nt51XMs8+QKMrKQsksxJWkV1ow/dngbDk3tWwoZnQw5qAdRhsznoSGxBlVXRgip7gqqq1zm0TE2mLZPv9vxuVPfcv+5+ALZUbklIn04oo9WdS24MvN7/Cfz90sD77pCpgrD5jkKI+JOgqhs6JUPLJp3T/5zAweByAhltlzsYN2Cc/7XbN6coKEib85k+o+MblmuvaOdU5ablkmpJZW/tXiAQVJkUE8nmZBwKxh+iwbWmkoL28vMNJfkMGAXA+2mB7yfWoMrmDTwdCSoAWuftc2ZSJjZToMDreQPank/kTHD9rIRyNGqFWYN/rp++AKErR1/6ATRVBd5HW0rj2+SLZbApZDhfMlVCJJwEVV3ZN2th/8dxb3Zw5mAApg2bFjgY4wfLs98PZHC+dnm3rDmqZbg8CfiQcriiC1wURSE7Odu/Vc1x+3FAG6JLsiTRAmCUIQoOtL4zPvA6eOPnL5bDvg8B7ypCnxjLTVmTtTlpW44mJis0Y9UMQMtUmYM+SPuk9gHg0XMfZeLgiRT1Lgq792jz0bj1Q1VVXtz+4okZUlRVeCwXZvWDQ1sDx/9zD7w+LfJ9AGoUm2h/27z2Y3j7V/pjkqkSIuE6HFQpinKKoiirFUXZpSjK54qi3BmPjgnglcvgpR/GvVlf0GNRgubXRFkHyif4w9rS4P3QbNBW+iViVZsrhv5l2jKpsdcAUNOifU2zpZFsTsauYDz8F9zn4HlHwUHV1sCQZk3Q9+8bTo1Waos2z+vv216I6b5oqKqKS9WGcjM++gvYG8KuueKMK3jygid55LxHAPjzhX/2n5vz2Ry+ON768G+0/Vi6ZylzN83l9pLbO9xemza+FHgdUvKCL95r/d7GY9rcqpN9GFAyVUIkXDwyVS7gHlVV84GxwAxFUYbFoV2RIL4PXV0pgA5kl9QItakA7hp5l+5Du72iHf4Dbf5Urb0Wj+rxrwJ85vvPaHOqUI0/PIOPBQ8fWbUSDcw/D3b+23+45syr/K9jnaief0jbh+88U3pM90UjeJ5W5qcvQunzEa89bd9Gtp86jfEDx+uOz986v0N9qHPUsWDrAh766CEAdh/fnbD5Y35fLm//vVv+oa0C/Gxh3LrTJUlQJUTCdTioUlX1kKqqm7yv64FdwICOtisSx5ep0u0J14GgyhGyoiy4UvhPh/2UCadOaHfb/mdEOfwH3qDKUUuDs4EGZwP3jrqXAekDSLIkYUdtO1MVHGD5As8j+qKRNc56/+tY51RhTaHAbqcmAfOXgrOEyaoaCAoBZn8Xyj8NvH/zFljzR0yKiWn5gSGy9s71WrV/FQ+se4DzXjuPv2z9i+7cki+XaC9U1TB71mGhm4PHotE75Bmpgv7JQob/hEi4uM6pUhRlEHAW8InBuVsVRdmoKMrGo0fjN29DxM7tnUMSPITXnnkl95+trRhzhBRHDw6qdEOMHRBLpiozSRv+8wUYvoKgyeZk7Kon8pwqkwVGXE3zxY9QkuoNRiKUPaix13BmrzP5Xt73dAFJVGxppHlUmtQEBFXukKHX5CymnjGVmQMnQ8Nh+NA4azhz9EzSrVrmrLy+ffWMfr3617y313io7amNT3H/uvuxf/hn+OMAqD/SrmdEFMum1hHb6EBg9m0gmSohEi5uQZWiKOnAv4Bfq6paF3peVdXnVVUdparqqN69e8frsaId3B4tgOro8N8Z2dqeYo6QTE1wUBXrdjSRxDKnKispizp7HdUt1UAgqNKG/zza8F5zTeCGr1drpROSMqj+0Z8Yvexq7uzbm30Wi/Hy/Lt2UmuvZWDmQJ4d/yw9k3vG9s1YU0nzeGhMQKbK97N/oEr73rGl8fC5DzMtx1ub64v3jAPFNU9wff8LgJAMZpw4PU6W7V3Gh7vf0A7UHYjvA8xJcWgkcRtcdwmSqRIi4eISVCmKYkULqP6hquqb8WhTJI5H9YR/cLYjqPIt13eGfBglYrNeuzO2oEpF5ap3tHlP/kyVJRm7LyP31wsCN/gmNtsbeP2L1/2HG0wKHPsSZg/RtV9jS+VAwwFdZfmYnH0zaapKYxvxpqqqbDy8kS+rv+RY87Gomv7f9f8LwACXt+7Ymj9qX4OHN/cZFF9d8xi/XLuAwt6FpFnTonpWay5oauaG2jq+16TfNDphBRuyB3W8ja42UX3PKni4h7Z/XzxIpkqIhOvw2IyipSJeBHapqtrxGcki4dyqOzyoWvX7mNtJt2nDRXVBGRen28mtK27tUP+M1Nuj37csLyNP9z7VotWUSjIn0eILqmr2BS6wpmj1qDxOKpsCm8/Wms3aJOZgZhuLdmtb3/jqfcVs9C2kffoETW0Esu+Xvc996+4DtKKpH/+k7fIa245uA6C/L6iq1CbF67IUO9/SVpYa6JncM6bhP7vbznvfvBdWZPS5I4Eh/sUZ6czqpWXz7rM1MgEwxzsrFMs/CmwZ4KgPP+4LquzerZeC56N1hk9f1L4e3h4eNO7+j1Zrq/j6sNsiinGPSiFE7OLxt+w84KfA9xVF2eL9MykO7YoEqbHXYAudP1JRGnM7/dK0IqFHPIFsxOOlj3eob5E0eoMqq7nt4cQL8i7QvfcNUyZbkmlRXeEf596yCXutFt748g3/4V/06xPW9pdJKTy/TVtRd+npl4adj4qikGqy0qi2HigG14xqdMY2ifp0Rys5oY0v6t+veND/cnX5avbU7OFQg8H+iF52t52/bv0r1S3VrN6/mgc/epBr373Wfz7PqX/2j+v1E9Mn5eXicOozWB0WzerCwd7fi6wIwbCrGT5eAH/Mg7+cY3zNieQtB0KyQUZ08U/g7RhKVSgmXXFeIURidDhTparqh4D8bf0WKa8v5ztZ3+lwOxnWDEyKiYMZgeBj69GtrdzRfg0tWgCSbGl7CMMU8i9y35yndGs6KtCsKKSqqrZdycAx/mGRv2T1aLPtY7bA3B3fsGJ7pClWHHhwup1YDSZZq6rKvE3zYm731NS+DKv8Bl2Lb/2q9c2y14c/Z+uxrfRP7294+aeHP+XZLc+y4dAGPjvyme7c3CNHuaCp9YDpoNXCkooSfjJoXKvXxSTSPopn3wKf/k177St9EWkY7KNnAq+r9wZet9RBQyX06vjfmZj4ViNakmHXO9BcHVtmKpjMpxLihJB8cDfk9rhJCp3Ya4p99ZSiKHhUD/88UELt7RthZnns5QWi1ODw1tYyxR6/+1Y5+uYKNZi8v/abvZsoez9sLSnZbbblCvo5RdqcOBpp3kAqUgaq1l7brtpODrcTW2jdrNYCqgha2+z5QL02yTw0oAJIUVWMfpP+X61+VWJ5UxxX/x34DOoOGp8LHsLzLtAg2v9uvuHARVPg2ZH+HQNOONUNr/+PlpmKNL/qr9+Dzf8wPgfRf89CiA6RoKobcqmusGwOY2/rUJtfOmsgOTPqCdWx8g3/1bU48XjaDtySzdqQ3ll9zvIf85UMaPAFZr5q6fXaUFdLFJXR6y3x+XBKM2lBbaPLOKjaeXxn2LEPD3zYZrt2Z0N4UBWDJcPvAFpfbFDrqI14zhrh2deg30T78LGd0HS8HT0M0VgFf/u+rjCrzoCRgddqjEGVL1N0wBs8vjWjfX0EWDcbSv/WvnuDV6DWR9jy59AWeGt65DZkkroQJ4QEVd2Qx+PR16iKg6rmKr6p+YbjLXH4oDTgG/5TVXh8+e42r//Plf9h8Y8W88rEV/zHfBPrG30BpS9b510Zt9IcmON084ibsahq2Gq1/VHM6YpGqjegW/dVheH5X6z4RdixX678ZasZJACns4WkDgRVp+z+L6Cviq9r3+3kmc3PGJ6DyEEVHifr9lVw9/FqBjqdrHQeQ103u9399GupiXxu+scw7PLA+yRvYBe89VBrQn/WVV9HvvbITv1WT8segM2vBt6X/B7euze654ZyBP23aDoOFRv156P57y3Df0KcEBJUdUNu1R1elPPw9na19fpkrQTB8ZbjXPPuNYNmjncAACAASURBVB3tWkQN9kBx0re2tF3jqE9qHwp6FeiOBYb/fJkqb1CVko2arJ9PNSB9AC5F4ZhZ/2H0pVubdO37vtsrzawNSz30dimuVgqbvj9mFosnL/a/r2yujHit0+2k2aSQ0oGgKtm7gCFSUPXnz1pf4GsNfnRSZuB1zX6yPR5urK1nv1UbINx5ZFO7++lnEGRuSkriS6sV+uTrJ2dPWQAXPwK5Z4XdY+jgJtj4cuB9cNbL44H3f6cFWhWfwfxztFpnPp8s6FhmCwJ9dwRN9F98Hbyg31bIP6zZalsd64oQIjoSVHVDYcN/O/4F36xpV1tnZGkr6/5Y+sewOUC+4bZ4aHIEskhptvYNwfn60+SbU2VJgiOfQ3M1FQOK/Ne99MOXyE7S5lfVmAM/p9/2ymFlWirn9D+HYTkd294yzaqVeXjE9jwug+HMnknZnNXSQu6/fqFbVOAraGrkwwMf4lIUhtnbt80MgMn7Ab1s7zLD86/uelX3fnzfMdyrBuai6TJV599j2Ma93sKkm5Q41IUymGN0Q25fpuYZTLJP7w3jfh0oLZDcA/qdGbnt134M7/468N4alOGq3KkFUf+6CSo/147Fa87V0S+hZFYgA+VoY1uf4N0QHu4Bnxps1C3lFIQ4IeRvWjfT6Gzkq+qv9MN/R8Ln70TLaOVafs98SqeVsvqa1e1uN5TdFcjmpNjaN5SRYdOGf2p9QZXZCrveBWBhjVbf6bvZ3+XsfmfTI0nLXNV4r3UB72Roma54DHGmerNmOeajhlvwNLoaKWpxgLMJW9Ai3Tp72GYFfusPrsesaoU3ebhWn1mJ1pdaMLWvbl/YRtFug4zIoC/+izVoWMzqW6gwdjoMPt/wEdfX1ZPk8VBJ7Fsj6dQdgteubfs6gBFXB177MkDn3Qm3fRD983zDcPVH9MVUW7xzzJIzw+9pj1cug3VPQrP39+xQGytqQ/+7rHzE4CJJVQlxIkhQ1c3cuPxGIH578hlZNGkRKZYUkqOduxIFR3BQZW1fUNUrpRcAlb6yDB63fwJvuVX7ecwcPRPAXy291jv8dzxoGPCL6o5nJHxZs0aTCac7fJsfu9tBpneOjvLEqf5zrU0Sr3PUkYsZ22kXagfO+EGH+ljn0AdwDc5AxmTi4Ink98znx3UNurosVlWF/kVwyR8hQmV2Bcj2eKiOYmFAqxpaX0G4p3qP9uLhWpganL3xBhixDpPWH4a96+CpIbDdu0G0OSkwBBlp78BYn+NbJODLLm18KfK1qgqekHpnRvWopEaVECeEBFXdzK7ju7QXuv/Hxq8MwmWnXxZeriEOgrM5ye0MqmxmG3m2bLYl+Sao2/3zfjakaHOcBvUYBBCWqWpoRymH1qQlaUHVH3J6hs2pqrVrgVOWLwPhqOfho1UA/P3zv+OJUD283lFPptsN6VpR1oi1mwBua3slYUWDfhJ9cJbskdOu4v9++DL93G7dkJ9VBX6xVnsTuhgie3DgpdtDdUczVUY/hwvu97+MOMfPF6z4+j3h9zDkkrafV1sBB7dorz+Zr30NXkm4fi4s/WX4/MRYqr0f2BTIfEXD4zLYDN0oqJL/1QtxIsjftG5K98HcgYnNoTo61yiS4ExVe4MqgO+k9qXSl3X6YDYsu4+moH/F+wp6+oKqWu+cquagD6Xnxj/X7uf7pNu0TJjDpOAICapqKrTtaLKCjk9u1Jb3f171ecTSCnWOOjKddkj3FmMtvh56nmZcMDI1J2LfXrhI+/78mR6v8gZt+5q/HK4k5YUJ8Np1AFiCgnJdOYfQYCK3CG7fBBN+T7bbrQVVrvbP/9INwXk5zYEgx+lx8k3tN+H3+f97e/t63h3wkygWHthrYcX/0x9TPfos0NZ/woKQoqbBw3Nfl8Anz0d+xt8uMr4vkup9+lWHECFTJf+rF+JEkL9p3ZQ+29GxoGreRYGK3PGcnB7M7vJw7ulaIJCdGnuhUp/Mnt+hPkW/0q/eFPhr4MuyWU1WTIoJ+8ifAdAUlKnKtHV87owlKZ3vNTXzXbsDl1vVMhxbXmNd+Vqu/lj74O4R9GGZFPSfqKq5yrDNens9GW4X2LzDbtmnwh2b4Ud/hqsXwv8LqiHmy7Ck5mjDY0HOProXi8nC3tq9uuPvfP0OAIOc3uGmvVpGyhLUN91E9QxvxmzgudpXjxtyTofz7iDbksJxRz28eLHh9xIVR3iNrysPvKN7f8+ae3B5h8eufudqntvyHG0O//3gD9H3IXToLdTh7fpM0qIrYNl9Edpyt/7eyLMjtUAumFEAJUGVECeE/E3rpowmHbdXcHYqUUGVw+3h1JxUBvZMNZzYHa2MpB7Um/XzyRzef9n3Se3jr5KuKApJ5iT/uYagwCsuc8UsyeS43VSbTdr3s/Wf8O/beH7DLP8lWSHf570DJgDG5Q6cHid76/Zq87BC+2e2QsEV2tdL58F3JwXKSQwYFdaW6Z076J3SW7e5NAS2/znFpQ8kLMHDf8EBenIPLWA7x1uUMuh3LtuURLXZ1PYk7NbYA5sir0lJ4R9nTqTMqQ8Q99TsYfrK6bg8LnYf382CrQsoc/nuCwmqeufzfmoKh/vlR9+HilJY+XDk8wvGGQ//OZq0TZGDAzvfPC2f+ghV4kP993/17w0DKJlTJcSJIEFVNxXP4b/gzI3RasB4cLo9WM0mLGYFZxQV1SPJsGXQ4GzQTZG2ewOn+8++X3dtkjkJuzcTsdsW+L581do7xGQm2+3muNmMqzFQJsHRFMgm9XTrA98fZw0HtInsoXxDdVlGQVWwkT+D617TAp6bV8FV3knQafrNo/uk9mHDoQ20BA2xOdwOBqWEbzIdHKJarv1n2Hl/4cmgjE3P1D40mUzYO/JZH5Spur1fbx6v/9zwsg2HNrC/fr///aWH/qOFUyG/903X/5t7+/bmjs+fb/8ee0aM/gHzWH9tU+TgQKqt0glRk4nqQnQWCaq6KbducmvHgqrgzM3pWad3qK1IHC4PNrMJm9mE09X+TFWmLRMVVTfx3PfBHjrB3ma24fBok72PBG1PE5dMlaqS7fbgUhSStgSKRjYHhXs9Q+bK2FwOzIrZsKTDoUZtq52LG5v19ZRakzcKvBPmuaUE8i/zn7LWH+FY8zEeL33cf2x52XLKDIqPBmeqzEb7J/qGGoOGyrK8c9eqO1LZv/xjw8PvXfkes8bN0h27/N+X696/kpkBp4zWHTvgzWDVOeoC+/7FQ9hE8iDHg+Z8xesfJDL8J0Snkb9p3ZQt0vLvdgguJDogfUDc2g32/9m7zgC5qat7pOmz1d71et17AzfA2BgXejBgCL2TEEoghA4hhB5CKIFAIBAIJEAoHzUEMAaDwQVsYxt3G+Pe19719jZd0vdDetKT9DSjKbvetXX+7I5G0mg0kt555957biwhwuuWlSqWWaZdEK+qJiqcF1PalxjPic/lQ0SUE6mrKEuFnChVkoigohbm/6iV++cp3+3u2jqT3sAlwhjaZSh+qv3JtDtCqsoTCaDF2nXdEsV9gImaA3hzo6zsrKmR/buStcdxj75Ee8Hqq0fONR3+c8vmpwuCWZzLlW+hgefxeFc9ketT0AdnDTrLYiMZH/YfAwzWO5MTVc7r8jKT4DNGMiWY9h3LVdNjpirlKFUOHLQHHFJ1iCIuJu8h15EgihISogSvm4eH5CBlCEKq6OT06LTHAJiVqoA7gJAyuO70aIQrV/5bQYVAEduGr4MBRIUIJoXCuKyJEQqKR1AWLENzrNn0Vk24Bm5wsrplUGBsw6vlww2LyWSyq78rqlqrcORbRwIALm80m4+6aYWFpTyR0GK34eqiQb6uAIAdnizUmR5j8EKXIrxdpDVr/tOkP9nadF/I7HFF1FtREvW98vpNBs563rS+bSTLX9z0pfy3dmtuGkwDFkqVQ6ocOGgPOKTqEAMhFVN6UW7XObRUaAsQywGPi4eHz45UkfyvZooItOZ3AwAEFfWEoGdeT+wNVQIAat3aIJsTHy5JRFwZ6M7r3QP3l3bFbd27YYvXi66CCPRmEKP5jyNf0ptwEkT2rYZPFMG5fMCA4zI7pvKRwPH3AADuVVrJLNm3BCd/qFXoHRkxh8U8PE2qGGpLj9HAlTOBUx5WFw3wlcIviuAzvfRaqoF9q032oT/rpxme/u2Ev+Hng36O0aVyK5rpA6er70WFqKmPIakSFCURGE05tQsxYOxlGR4ogB1JXNtrN8uhxr8fCXx1b+afQYOVGO+QKgcO2gUOqTrE0Cu/F44oOwIXDaPbe2RPqg4vORxXHHZF1vthgZAqn5uHx82ZHMjTgRr+m3SjvIB3oyYsJ4d3C3bTrdunsA92t+5DeNpjCFFjEpeLAUqSdLlIHxdoKlE3dxC4Zram8Jz7ivpefrTFbKlQvwOxbXPgk0Qgv3t2A6jSWiZoQbR99PIrZwJ3boGHDptahbD6Twbc1HouDwpEEU2uDB9B6z8GAHiKNbf5eybcg6BHI8Yn9T0Jj0x+BL87+nfo4uuC0wacptvFa+te073WKVXDpgG3rpPfGHeVFsLMBB/+Kvn7P/4v/X3+er71e8xQrUOqHDhoD7RdrxIHHRKiJKKLr0tuiAGFd6e/m9P90SDGn143DzfPIyGk8AZKArX9DAl/evNQHa4Gz/FqE2WCvgV9EU6EMX6j7J598bCLce8xuVMTTm8N4Q+Mt64LGZSGAVPVf6tijYgIEczeORun9JMtFrB1LmIcJ3tENe5CVvBpobQzohJm+uTrxMXxuLquHseGlVyjkx4A+k0COA7uVEoVC7wLPRICtnkyfAQ1ym7vnmFnAD+9Kf/Ps0OJY8vG4tuLvwUAzDxnJipaKvDr2b82rUdsRtTK2OI+Jg+vNsH/rtP+5z2AVWj+mm/kDgAtlbKRqhVY3llOoroDB+0C5047xCBKoi6xHEDHD/8RUuWSc6piWShVxCm9XlDIgbcANeEadPV31TeZhkyqaFww7ALkDhJ4AEOjekfx73buQbCpQn4x/RmguJ/O/XxzuBoAMHvnbG0jjkeU4/QqUqagSNXjEY2kvFaxFzc1NGqzsAnXq4qY245SZYS3AOMiEaz0+xFimHimRGsNUNATCdrN3UbxRd/CvpjYcyKuGnkV3LxbDfkBQEKiwn+pcNWX5mVcFpWMBF36Wb/HcUC3oRrJ7juRvZ6bEZ52SJUDB+0C5047xMAkVR0ctFLlcXGmXnnpIOAOwO/yo0FQvJ4Ke6AmXKM2W6bRp7CP7vWAogGmdTKGMnC/UFWN1/ZV4amqavx3zz7ZZ4pgxHTg1jW6UvsuihWBDrwLcY6TW8T8alZ2x+Wj3OJba3DVyKsAAKMM5A8uH3bVhnDruysBpEhUZ6HPeNWZve7HD9I/zkgDEOiC1rhGyNJxuu9X2A8JMYGdTTvVZUSpkqzI6agLZXf4hxqBvscA5aNlT7Abl8t+Xw9mmGgepK69ZMTQSNr6T2GvV9DDvKyN/OMcOHCgR+caXR1kjc5IquJ0onqW1X8AUOwvRgPJSyrsiZpwDUoC5l54vfN7q/9fNOwiy/BSRhh9EX6S+uHD6HSMi0RxaiiMoVNZwUAFA48HAPy5h5w0fnjJ4dp7nAtRQqr6WagXdkEpVYg24daB52HFCa+Y8wR4F+7672p8vGovapqp38OuUtXrSNXctL5+e4qVGYi1AN48tMRbUBooxS1H3oLJvSan3k7B2G5y+OzsT87GqP+MQmVrpZZTZUp/V3DeK8CvPtdeX/ctcM8+oHQwMPK89L8DAWX4mpT8GO9bqxA+K6cqRxWrDhw4SI7ONbo6yBqdMfxHEtM9Lk52VM8i/AcAXXxd0OCRQyTSMTfix9ofUeo3K1Ucx+GS4bIH0+rqLNqpsJBfhrOFJ7BcHKouivSepFtl9e4GnP/iIjRH4sCFbwAA+nzzqLwu7aPEu1Dr4k1tbTKCYVDnZtwEz6unmtfjOFVBLFGaQxcIYlpeS10UVa5eMDvEp0SsFfDlozZci74FfXHNqGvUFkN2MLB4oO7131f+3V74j+P0/xsT2I/7vfy3dCgyQmuN9XsmFdCCVLFyslghQQcOHOQcDqk6hLC+dj12Ne8yNcrNRfVfWyKhDL5unkee142WaOaJ6oCcrF4vRoCHGvFm8wYAwIa6Dcx1bzriJgDAdaOvY76fLjZUNuGpLzeqIaZWSVMQbv9UC0Ut3laLVxdux7Kd9fh41V5AqWrzQK4uqQ+3qGFQURSx3ePBwHiOvMeGTtP+3zbPcjVSleny+PB85X68u7cyPVJVKveMrGX0MkyJWCtETxA7mnagd0Hv1OszQKwWADl0mDL8Zwcn3COHB7v0z2z7pgq5CfYNDLd442RIsHB9ZxmXOqTKgYN2gUOqDiF8t0f2y/mpzuDI3UmUKreLQ//SPDSG46htybyNSLG/GFWtVZAkCXta5CqyMwedyVy3wFuAtb9ci5P7ncx8P11c/q8leH7uFjRHE3DzHMLQBrul+zSTyItfXozh5XKO0IZ9TToFyc958Nr3m/DklxsBAJWxBoR5HgPi2ZFNFee8BBx3d8rV4gn5dxHB47hwBH0TCfs5VQBKLnwLAFCfSDNRPRED9q9HFSehLlKHMd3GpLe9BVKG/9IBq12PXXQdCBT1MS83ts6JmI1YLZezcvEcOHCQczik6hBCwOrBSvcmO/vF9jkYGyDhpQSVUzW4TPZz2rI/8+azQXcQVaEqvLT6JYiSiIA7gF8clsMGukkgKC7q4ZgAnuMQhpaY3IyAYV35extzyLxwA3wMM9fKrWm2ReS2NDlTqgJdgDEXW79/r2yISpSqmEQRqTSUqkBBL/hEEfWh6vSOb6UcCq3ZKldAdg92T297BRKl0DZEG/Tmn9mi99HZbe9h3KtxQ5i0v0UOWaTBvMxRqhw4aBc4pOoQgmQV5qN9bcZe2j4HkwKVjREMve8LvLt0l9rrz81z6NtVDoNVNGSQh0P2rbikf7r1UzRGG1EWLMu5b5cV3IrZZXMkjlBcQAIaIYlCX/lFrCOipIH0Bf+Rl4txeIuXoTAgE5htETkPZ6DBAiK7A02S2KwM+IT0xiXqMZIGqeJ4HkWiiPrqH9M7tq1zAQAr/DJRYBUZ2MHAIi2v6rNtn+HBRQ9mtB8mWEqTHUy6Rf5LK37H3iz/DRTr1x15rmzAmgzDzpD/OonqDhy0CxxSdQghFLfIXUnWm+wAobpZDnW8/N02Valxu3iU5svEoyaL8J+bkwd+r8uLWTtmIc+Tl+XR2odXIVU1LTEIooSIJH+fzwWtLU2zpCctn6zai5fmbwUOPxsA0MLJJHhjwypc/+ZybIvUoIsgoOtlH+XuQG2E8YhSFc9QqQLkBtLhdAnths/QwnF4qkQOsbHsMOzgxiNuxD0T7kG3gN5J38vnoNm4vyj9bUacBZz4gHn5SQ8C184FykaY3+s+Uv+aTpAfcSYwRAlbu3PXQN2BAwfWcEjVQYrddSFs2a9vvPvh5g8BAI9OflS/MiFVubQMyBJEVdtdF0KCqv7L97nhc/OoaYkl2zwp7jvmPgDAtsZtAOQE/vaC1y3fcre9twoAUIkSXBq7B3fGrwcAXB27A9OijwPQSBUAPP7FBvS/W1YlzmmWQ5+cK4RZP1ZiW6QWA+JxIBc9CQkCXdXkeCuQ48s0/AcAQX8xQr781CsaUOfSPrOrv2va2wNAeV45Lhl+CU7qe5JueTgRzr7heMng9Lc56++Ay3D+ykfLy3odyd7GqF7RuVySpCW35yKk6cCBg5RwSNVBiil/mYuTn/5Wt2x/SM69MSVlk1nsdH2D2QMJEvKKC5Ku+o/jOJTm+1DTnLlSVZ5Xjj4FGYZnsoSbl1WZfY1ahdYicSRCkMMz34hHoQKychIT2AriNQ1KIrKiWFXEG9E3nsita7bLDdy7T2nTQilJPbXBPSEwwn9pqk4BzoVQBtWnTYqVwQMTH7DlpJ4M+V49qQslQub+imnvtBtwz15rM88+x5iXGdXB321jO7cng5dSXTd8BpDvFs08B9GBAwf24fT+O0TQEpMfqkE3S33g5FYoR7ZPsrYdROPazJr2qQKA0gIfqrMI/wGAj1J12jP850mjgXAkzlYXSDsajpfVupAYR74oplV5lxaGnQ5sVHJ3fvmpulhQjiMqZk7mgrwH1elU2ykEu1E5j0OKh2T82QTXjroWfQv6ontedzz5w5PY0rAFoUxsHozw5rH78AFsAmxU+fIyyBXzGq7lgSfIjbkn3Zz+vhw4cJA2HKXqEMHLa14GAPZgIcY7VOgPAKIJTaVRlSplIA16XDrSlQkEquLx9WmvZ7WvdOBx27/lQjH2gOwnFhhcHICEkBhHUJTSVols46T7tf8px3XSUSdGKVXzN1Xj45UVtncd5DwIp3PY858AADQqSlWhz35rGstj8ARxzpBzcGzPY3HLkXKieHOsOcVWNmEVdmvdb16WZuiUCYPqhrwS4HebgV5HZb9vBw4cpIRDqg4RxMQkOUhCosP1BoswlCoSOnO7OMTF7EgVrdgNLs4g/yVD+JOQqneu1YeEWqPm8N/2sz+hlKoEeP8eiJAQlMTcNPRloWwE8MsZwBX/0y3WlCrtc3/56lLcquSL2UHA5UUoHVK1/DUAQGPZMADp9fsDgIVbavDeD7ss3yfXxeWfX46mSBhXvf4DtlXnIHRG2tiQ30hg3I+Z/n5DT9P+byu10oEDB7bgkKrOgHA9sOHz1OslQVLvHTGem1lyDqFTqtTwH6/+TWTZqub8oecDkL270mlvki2ITxXBo+eMwvOXHoE1D/0Mg8r0oZtwTED/kiBOGKZVp4WDPeGTJLhEDpyrFXkDXgAA5ItSbnOqjBgwFRh0om4R+S4xMXOFLMinqVQpXk2hoJycnm7o9rJ/LcHv/7vW+nio5PzHF72MORv24+HPclDIMEhJhi9WbC8kAJe8C1w9W1vH2PLGLi54DTjhXuVF+1iDOHDggA2HVHUGvP8L4N1LgOaqjHeRlFQJMeuE2gOEKFX5FonLBMut5FS5eC7rpspE4bA0RG0j0N8LAE4+rAzTR/dEod+j2i0QtMYSKA56Ma6/Vt0WE3lwAAYkovCWfKcuPyEUbleVgm7lksjitwi6fAhxHCS7yqNCqhJKqDPXhJi+Hmbs/hfchasgZsPfL/svMOYS7behj3fYaXJ1X7bwBIBRF8j/j70s+/05cOAgYzikqjOgTunVZ9XrKwkI+SCDIPFo0qEDhv+icU2pIkqBhydKFacagmYKv2KG6MulDYEN0AocAJTmaZ9vTGIPxQR43Tz8Ho0srdkrt3T5ZaOW8/OLxiaUCULbKlUUvt9ai111Wm5etadnxvsKuHwQOA5xKw81IxSvrkRfOVTKvJ6zgLGQw9d9RnY7HHKy3PaHkFCVVCmvc3XfdR0gV2r2m6ir0HTgwEH7wiFVnQkZ9OgjKg/pZ+ZiqRkdMvxnVi6IUuXmeVMYLV0QMuVvR6fpxlAc1c1RTBqsVXXxvBauMZKq1mgCPjcPv0db/vhXWwAA01u0fnmFROVpB1K1vaYVl7yyGDe/s1JdFhFdwEVvq47v6SDoks9/KMporWKFLgMguH1wca6cO+EHDd5cnCsEQYoinMjcwV8Hcv+pJKsN1MW+DLsGBw4ctAscUtUpkPnAQRK+SfjPxUqGFeIdTqmas8FcHaWSKlf24T8S5qFblRAkBBFnPb8A8zYyKrSywNF//hr1oTh6FbNDjsQygiAUE+B18fC5td+MtLWhKfCAmGJUybnw4fI9+OOMNNu+pIFVu+sBAJVNms9WTBCBEdNVFSkdBBVSG7ZbbRdrRYM3iKgQbZNcOBOp4iSscd+A8W+Pz64nIPGCU6sVO3YTcwcOHGQGh1Qd5FCVKimZUpXoMJYKq3Y3oP/dM7Fke53pPTX8x2efqH5YyWG4aNhFuHbUtab3altjWLOnEXd9uCarzzCCtHXpXujH85cegX9eoS9zN6ouLdEEfB69UkX3CiQ4JRQmO8CdH6zGawt35PS4aRArC1pJbAondDlW6YCQ21C0ydb6QqwZU4LNeGP9G21Cqjy8B0suXYJI5c9N77227rXMd3zY2XIy+c8ekV/T52vy7cAvPmVvlxGcZHUHDg4UOlbMx4EFMicQTRFZxSCkysMiT0K8w/QG++YnfTL+xIEl+H6b7G5NQmUuF4fKpgj2N0VQVphZ+M7Nu9V2Ne2NwWX5mD7aXh5SUcALP6VUidSA+cXuCtRyHnlJ2WFt51NFgZCphpDWxuW/K/ZgUFkebjg+fWsKksMUijbaWj8SawHpO91WVZtBTxDx+okABPjLP1OXr9pv3yrCBN4FHHcXULNFWUDd0yfnsJGzg06PtxbvxEcr9uCjGyYd6ENxkAEcpeogx1Wv/wAgRfivA5l/Br3aQDmmdxHe+bU5P8SjkKvxj36TdRiQhRgjnysX8CkeVdNGltvepkvQg3w/TR44XBb7AwCgd0LAmLgShvO0TxWjMdGe4NNVe3Wv7ea8EaUqHGtNsSaAvSsR3rdafcm1tSIj6ScatGFsxiC2CRkqew4Oftz38Tqs2JVGjqGDDgWHVHUKZD54VDVFURuuxc6mnQAswn8dyFIh6NWO74nz2eXmbiqhuzGcZeNbBlhJ8rmAz83jymP763KkUqFrnhflBjVuoTjKvGI7Ncy1crLfUNmsNnwGYJvsBhWfqVDchsHmF3cjSiX2N9pUt1iob7U2w1UtIjg9iQq4AwjZrVK0gjqpaUNSRRTLHLjNO3DgID04pOogRd+ucljF6+Jx8ocnY22NbHhobanQMSLBAYpU9Shkqy9uKqG7qQ1IVVspVeG4oPt+dlAc9KK8yEaI8/g/ZHhU6cEu4YzZJFUBZeC3Ff7jeESoEKeUgpjUtERRa9Ej8og/zWYuB4CI8h0lQb7+AuIgAMBXO7/CbfNuS32cydCeVbZTf9d+n+XAgQMADqnqZLA/u1XdrgURCaqpq5elSHWgq5zC/QAAIABJREFU8F+A8mQqDMgD0IQBXXXruGm1ok2UqhyEeQyIJUTEBQlBT3qkymfwqWLhMfdvgKGnZnN4thGJ68+NVRqX3UKCYH53AEA4XGPv89OwjRj3yNc46pGvba9PEI7J3zHRNBqt23+L/tHfq+8t2rso7f3pYLRUcODAwUEFh1R1BmQQ/RMtHtrMPJQOaKkAaNVwb149Aev+qJEGWgRpirCbDmeDtlCqyEAd9KWnVEwYKBPKKUNK1WVjehfp1lmH9utdSCtVvz1hkCU3sBv+CxTKbVtCrAbDpp2GUJFG6JTg6/VVeG3hdny+dl/S9RKCiN11IYo48hAjfUyK2Pzd89M+Bg3k/nNIlYPkELP04nNwYOCQqs6ADO4tQZTUxOiU6ECWCiwy6HXzyKfIiEC1NOksOVWhuEz+ginCf1OGlGJo93wAsiJXViCH/t68eoK6jovngGu+AX67FE+O/RKrYr0BABe+9L26TqYWB6lAq3h3nDLMcj27xDTYRfYJCzfuSb1yPIQ7undLvZ4B17yxDH+csR43vL0i6XqvLtyOKX+Zi7UV+lCkJGm9IgHgxjk3YkfjjrSPA4Am7TlKlYMUyLZrhIMDA4dUHaQQJYmZv8PMQxHiHSanioQtrQwy5XW0/ztLTlWIKFUpSNWbV0/A0xeOBQBT2O+da5XWLDwP9B4HdBsGd15XtMYEJAQRS3do3l5t9TyOJkT0Lwlix+Nn6NzgjbCrVHncXrglIBSpT71yLMsk8RTYUy/7fX2yqkK3PJIQcGH/2zChXCO2P9X9BCCTZHnHQ8qBPVhFGxx0bDikqjMgg+ewIEo6f6Ok6EA5VYRUEQLBXkcbsBtC1lVcmaItlKpmJUyZbyP8R9rV0KafgPaQdVFkpjAg/27GEuyE3QbFaSIaF21VL8YNOVVxQbQkq0HOhVDCBmEqH4kjIxEMDnS3XOUXry7Fuf9YiN116ROw3l1kIr+9Rm/vsK6iCac9+x3+Mvkf6rJQPISvdnyFye9OxtrqtWl/VvuE/5xBuTMj21ZcucDehjDWVWReZXsowiFVHQi7mnZh+v+mo8Zm0m4yJES2UsVEB8qpUomDy5pJ0rJ4TUvuSVVMyH2iOqlCK8lP3cCZkCYjeSEPWbr6sTRfLjy48J/fM9fNNaIJAT5P6sdGXBBR1RRRyc1xf5mLEQ/MYq4b5FwIC6l/R7G4HzZ4fRjWY5zlOt9uqsaKXQ2Y8pe5KfdnPmb5nLVY5OnRyx/6/iH850e51+G62nX2P8Sv5MO1ZbUm+QxDyx0HnQtCB1Cqjn18Dqb/fcGBPoxOBYdUdSC8sf4N7Gzaia92fJX1vkRR0lXSJUUHIlUkauRK4g5Oy+I1FiXz2YAoKrl8pNUqvkglean9wAghMpLigd1kT6ezx/ZSl5VakDSaeP79m81Yymj7kwmiCdFWrl5cEDHh0W9UcrO3MWJJ9AK8ByEpdcFB7fJXEOI5jCpl+HTlAKRisTXGJtXGcMyaGrmNEV1dmxJuL/BQIzDe3B4pZzj2ZuDkPwJHXdl2n+GgzSFk2YrLwYGBQ6o6EEhlnqX/ThozF0GSTOEjS3Sk8J/yHfkkh06X67cFqWqL8F+toqiV5KcmVWTw7mYgTL27BLH5z6fhvKN6q8usSBV5IMcSIv46e5NJycoUMqlKTdbTyUsL8l6ExUTy61uSUOuSP7d70Dr8lw1IHlhrlE2SREnC0suW4p4J9+iWp0Wq2gMePzD51g4zUXKQGTqCUuUgfTikqgPB2FCXeiftfYmiWekAGIRNFGU37g7yACZlxMmUKkFq4/Bfm5CqKIJel64NjxWGlxfg7tOG47lLjjC953Hpb1krkkaUqr0N4QyO1oxYQsTAP8zE8p31tpSqdIhp0OVDiAOQSEKQhbhq/Ol3Z9bv0Yh5G2Ubh01VzXhr8U6VVFlVXSVECQF3AJcMvwT5nnx1+dPLn8Z9Cw5MH0kHBxfoqt2D3VJh/d4mk+/dwQCHVHUg8IqxobkcPv2bS5Bshv9EpXquPZ2ek4CEiFxJKsvIOn4Pj+ZIbqr/QrEE1u6REzLbQqmqa42hq43QHyCT6+uPG4RuBanzr6zCieQc7a6Xc5pSVR2mQks0oVYU2smpSudhGXD7EeJ5INpsvVIijJhCqnyu1OfFDq587QdIkoSb31mJ+z5eh521yZPbabJtNNH9ZOsneGb5MxDEg2+QcNB+oEPk6VoqzNu4H7uSXMNxQewQye8A0BiK4/TnvsPt72fRpLyDwiFVHQgpw382IUmS7FNlh1QJCinpKEqVGv6zJlVThsheRWN6FyNi0YsuXdz23iqc+fwCNIbjaFHCP7ksfq9pjdlKUk8XHMfhvjNGmJaT6r99jXLDZTtVh8lAEwo74b9IOkqVO4gwxwHRJuuVElFEFVLF7AqQIRKihC5BeX/fbq5Oum6q1juvrnsVq6oPvkHCQfuBJlLJCJAkSSYl68rXfsDUJ60LNIbc+0XGSee5Vs0iit/dsh02rFQ6GRxS1QFhVqrSG97J9Z+eUpUdqZq1rhIPz1if1T4AilQlCf+df1RvrH7gZxjbtzhn8jGxJGiNJtScGrteS3ZQ2xJFqU2lKl2w2tiQB/J3m+VKUmPYMB1sq27Bpf9arL6mw3+f3jiJuY3V77KjptX0XtCThxCfglTF9UrVY1Mew6unvmr3K1hiU1UzmqPyPRCySFAnoInl5F6TmeuI7dTY2sHBCZpIJfOpuvo/yzDwns/T3v9P+5LcYwoqGyMmGwW7vTztgjzdO4hwllM4pKoDgeRUZatUqdVjjMF2+sDphpWVJNsslarr31qOVxduz2ofgL3qPwAoCnrgd7sQTYg5cQ/3KMpYKJZQS+eNXkvZIJ3wX7ogJKdfSRB5SpgvLkiYt3E/ZqzeCyA736r7Pl6HbdWadxNNqkb3LsZxQ80u5yGLZO/jn5qH297TqzkBTx7CXKrwX0QlVV7ei+kDp+Po8qN1qxivA5aB7JCyfN3rM55bgHUVqQcaQE+y7x5/N9y8GwXeAt06V315FT7a/JGt/TlwYETCZvhvzgYbbZ0yxLGPf2NStHJNqjSd4OBjVQ6p6lSwdwGSGQ4rUf3aUYZSbuIP1OHCf6nXJQpNLnKgiC9WYziB77fVAsidUiVJEmpb2ib8B2j5Z2P7FOPJC8YAkIn17notSb05ix6Je+r1ye5G1YulgtWFrHPdjANCwFuAMM8lJ1WbZ6uJ6lbhPyMJJmaeNNxZKHa0UlXgLcDKK1Zi4cULUeTT92J8cNGDGX+Gg0MbOqXqAMk4rI+N5zjPVE11Ofg4lUOqOhK0C81wpaXZL0xL5DaTKlOFYYbhv521rczl2apGgo3qPwJiGRFOEbaxA4/C4l6Yu0XNQ8oVqVq5uwExQcSA0rY3YyQEa2t1iy5oHIoJGSepVqSoIPS6zb9VbRKrCxLa3d8cwaer92Lmj01IcBzikQbLbfDVvahXCFEXfxfmKnRfQgDIU/LIigLatX3ekb2QKT5aWWFaxnEc5l4wF2O6jdEtb6veiw4ObtD3aLaWCt9vrcWHy2301LSBXCtV5P44GO8Sh1R1IOQqUZ3cjLZ8qjII/32yqgLHPTkPC7eYnd+zDZnZqf4jIKQxksieVBGX8vV7tVCQKOXGmfzbTXIC9Bmje2a9r2TgIDdhBoAb3l6B+la93UQ4w/wz4zkwnhJW4notZXVhJBiEL5/41Hzc/M5KVLXI5CcaSp60+pPXi3yXH3mePOb7xqIFotSWUVWU3Qp8uOH4QZafUei3TuifuWYfc7nH5cFr017TLQsncmNl4eDQgmAzUd0Orn9rOe78YHXSikC7iCdyS3/IVzsYJx8OqepAsMypSvPCI7KxcbDrU9CHsXL6lgqETO1i9FczqgXpQpQkcFwyzy4NhDTmogLQzbP77eVCrapqiqI035t1BZ4d0GSUuLiTPKJcKHqAOYHWywip1bZqStVaQ9IrUapIlWVUlBW8SDQ5qdru8eDw/L66ZfRD2aRUKaSKtqbgOS5pCNDKTDUVPAaltylmL0/LgQMadO5jtqSKPAtYz+l0kevWXaKjVDloD1iG/whskiuS4Ohxcbj5pCHq8iemPGFeOQNLhaawPBjSYRWCbPObBFGyFfoDoDaMzkUFoEdRqozH/+jnP2W976qmCMoKcmNYmQpuKhltR20rBpbm4brjZGUmV6TKeH16GWagtFJ11vMLde8Zf96EJBOZSCR549YWnkcplRg+6qEvcdm/lqivjb9d365BeFyc2t4HUEhVEhW0IIlSBSTPczm85HD1f4dUOcgEmSpVyRSfZFWEdhGzqVRF4gKe+2ZzysmoSqoOQlblkKqOBJI6ZeTv6ihkM1Fd1GwJxvXT8k+MlUryyunnVDWG5W1YhpJZkypJSupRRUMN/9kkVbEklYJkVlfZJOdTXTtlAADgje932tp3MlQ1RVBe1HakatrIckw7vBx3TRsO+tTN21iNknyv+juF4rlpp2IO/5kfI8naB5nsMkQ58TwSb2FvEJPz91p4DvkFPbG3IYwFm2vQHElg0dZadTXjdTBxUAmW338KehVruWw8lzy0nKoJebLrm75v6yMHn/+Og7ZHwqalghHJVhUlKeswm92cqhfmbsHTszfh3R92J12PCHJO+M9Bm4JL5UdlN1Fd0vKS6EHCxTMGDDWnyn5oipAq1tFEs1SNxHSUKpVUpb7hd9eFMPS+L/DxKnOyMaDlgkmSrLwMKNVK77OR4SVJwu66EHq0IakKet146Yqj0LM4YMqbKsnzqddAcySBH/cmV4PswBT+cxurATk0Jak2NP68kiCTnnqrPKQ5j0AA0My7UJTfA6c9+x0u//cS02pGwuPmeRT6PaCjfTyfXKnypjA2TUbgLxx6ofr/NV9dg1M+PAWhePahFweHDnSO6mnkpyZLapdykBtqNw2CVBmnqhZ0wn8O2gUpw38Wl+C+xrCu2orcjC6O03lVuTkGcSKWCmkoVU1KaxhWF/Xsw3/2ktQBOqcqNZEjNgnzNrJds2kyEvC41HAgkF3/vIqGMJoiCYzoUZjxPtJBi8EfqiTfq14Dj3y2Hmc8twBb9iexLjCA9TA2LjKSqrwUuWNGpUpKyApqTYJdUYqmvahz8RA5oFugm0rqCYjVQdRArknxAf153Qp8SUm4J8W1lyzZ/7yh5+HzczRDxsrWSpz58ZmIJCJJ9+nAAUGm1X8sVYuMI6IkZV1AZLcfqmbebG+9g5FVOaSqA8Ha/DO5pcLEx+Zg0hNz1NfEV6i8yK+zVSgNlpo3JuG/NFp/JGs8my2pEiUp5Q1JUOCXiWCTjf5/pAKmb1ezrYEoSmiiBmqZVGm3RjakalOVTGCGlzNCr22AngbDy5J8nxr+W630NtxdZ//7sEjEheN6615fOr4vhnXXvl9eiqbRxt9XEuVjbhYtQobrP0aFW95neV656W1CsoxVoOQ3JKRqeHkBjuzbBS1R6+vF7Up+8aUi8Plevbno/tB+zN1t3TrEgQMaep8q+9ux1iV7EiUgnoX5L2A//Ge3ept8zVzke3U0OKSqAyEtpepfJwPLX1cvYnr2LQ/kEroVR9GUqIAQ6ot+gbGmCiUAWTmqs26IbMN/gijZVqqIQ7nROoCF/c2yWuBmuIou2lqL/c3agB7w6kkVybPKBCSpv63c1I04un9XfH37VIzpUwxANsA05r41ReLYVt2CysbU38vojL76wZ/hiL56n6iyQj9m3KS1bUlV5Wis7JREOVE9LFj/jrs88vU5oGiA6T1SMWVUqsh1RP4e3b8rgORGqKlaOxlJ5o97G/HVj5Xq62JfsWkbKwsIBw6MSKSpVNFqlBVESUorlMg8Lpvb2+ndChycuVQEDqnqgJAgATsWJl9pzw/AjFtQUW9WHXbUtiKv7Dtc+MVp+OXs8+EK7kLcKqaegaUCuR/aQqkSJPukqijgAccld+8mqFOIF52sLUkSHvxkHd5ZugsAcPooWQXxe1y6Y6jKglS1xuTPSxUSyyUGlxWoJpenj+phMoFtiSZw4l/n45jHvkm5L2M/PFZSOgBdnlKeLzkxMf28okyYtokMBU0hTM3KRkXeItMq5IFvtFQghq7kAU8GqWTKZqpEdWPo8IznFuDXby5XBwmO4/DPU/6pW2f+7vlJ99mRcPd/1+Dnz2fWdLcj4O0lO231t+uoEChFqSGUerJInsUsAkYWiaKUtTWMXRJEDj9VXqzAyKnaUWMR/u9kyAmp4jjuVY7j9nMcty4X+ztUoQv/vX66eQXGhb2vURuIRFGCIEqob43Bm79Ft57lTCMDSwWyJ/IASFA3bLakanddCHYbSLt4DsUBjy2lqlop8adtBaIJEf/5fidmrt2Hkjyv2isu4OF1M7/KRutKtlQIReXPY1VKtiV+MbE/tj56OvJ9bnQv1CfJE/XMDggpJGB5UgH6mWm6OVXkMfSRyKiYi8sP2maFIOV5zaoPCU1Y5VRNH9UDh/csxHVTBwJI7kVFE9BnLhqD208Zqnt/vwXBpl3nj+15rO699ze9b/l5HQ3v/rBbDRN3Rtz7v3U47dnvDvRhZAz6OX3Lu6uSrCmDkJNkVh+ilL3fnl1dSVBzqlKE/5TDIc/ZbzdV4/in5uETi0KizoRcKVWvA5iWo30dslCr/6p+tFgjuTJ0yjPzMfS+L9AQjsNtqOYLCRazN1EZNNNsUwNozY/pJMimcGrVyAobK5vx3eaapOX4RnTJ86JOmdHVtcbw/JzNzAdMjRLeo0kVnb9QHPQg3yefA7/HpVPhWi2aA9sBISXBFHlGbQGitnlcPH4/bbi6vN7GDJjA6G1lx+4iVU6VVYiNlySgtVa/MCrbLLTwPALuADOETQYMo1JFSFWXPC9m3jwF/UpkQvaH00bg8XNHAZDd1v920VjmsZ1zRG8MKNWTuN+8vQLrKDNTYiy6YZ8++f/1aa8zv6MDB8mQbpWeqIb/zO8RdWlTVTP+b8murI7LbrROtfNJmVOl96lap1Qlr+/EKiNBTkiVJEnfAqjLxb4OZahK1fpP2SuwcpgoUrW1ulVWqkJxeA3hvJhoIa2qSlX6gz5RqugkxmU7M78Mlm6vTb2SAcUBjyqT3/PRWjz11SYs26lXPOKCqOZUhaicGHr29tsTBqthK7eL18nwmbZ3AeTwmd/D2w5pthWKgxoZSae5cmsGhqHGENpAAzFhqZnTmsPokRCAJkOvMqXJcgvPI9+Tb9oO0FpoGPfrsejKHfC6cPH4vnj318dgzp3H4+wjeqnNlwMeF7676wR8fftUeR8MZW5jpXxMCUHEAIWoGUNOR3U/Cg9MfACAWbly0DY4UA2IcwljGC9V2I08plhkjCx59pvN+Me8rVkdl93wn2bnk2p/yl/lNaku9GXR8LyjoN2+Acdxv+Y4bhnHccuqq9ll7Yc6tN5/VmCRKvOg1xiKwWMgSaJkIf9mYKlgzKmiyQndOy9d7GHkh6VCns+N1qiAZTvqMEtJGDY+YDZWNqtqWoQiCTQZLAp4VDdtN8/p1LdsHNtbo4mUyk17oAtFqoy2C8kQjtlf95LxfTG6d5EaIjxpeBm+vn0qbqNCaEUBDyoawjj/xUW6bZcnRqKV5zSSTxCTCcy8QMDSmoBUNhl/J1eKSr5jBpaoSfXkoR7wutCnaxCDy+RqRlYOGVHABt/7BZbukCcRP1War/sLhl6Aw0sORyQRwe+//T0qWioQF+NYWLEQm+o3qevVhGtQE67Rvba8Xx1YItsKt44AY56qMafRCDU3KS2jUPa6K3fVo//dM9nb2Nw3efamDP8ZWBUZQ1iTmM6GdnvaS5L0MoCXAWDcuHGdf0rRBtByqkxvyH8ZNwPLP6Q+FEe52w1Q4xPZlAw8au5IBpYKBGRmSOcB1NtIGrdCJvlY+T43qpoiuOd/a9VlxsH1oU/lcGp5oR+hmIAt+1uwqaoZY/tolVpuF6/mArl4Dv1LNHUlW6UqmCJxuz1QHNR+33TCmake6jQeU0Jq938sp1YWBTwYXFaALfvlEN6ph3dHeaEf//l+p0lNlIQ8NPE84tEm6Oh9tBkSgFq3C4iz/bWI0aDx+rHK/2LuQ9BIFY0xfczVfCzVcfnOekiSZKps9Ll8WLF/BQD5/p65TRu0npjyBCb1moQT3j8BvfJ7YdZ5sxATYjjh/RNwSr9TEEqEMKF8An418le2v0euwPouHR3ZejF1BBi9/2pbYklzFAk5YVYKWpyOuCDB6zb/th8s38NYW9mVzVNL1kulzGuJ6vJfMo6xWl51NnT+b3AQwVKpUq9o85VdUjHHtKwxHEfArSdJEjjUtEQx/P5Zun5pLEuFioYw7vnf2iSGbwqZMihVBX63raRxK9j1QqER9MpKFV3GT5tD7q4LYdnOelx5bH8MLS9AKC7g5Kfn44a3V+gUNg/PqeffzXMYP6ArvrnjOEwcWHKQKFXa9dBsw9eLIJPwH3kwFiq9IYmNRUKQrB+a8S4QOQ6Vrfv0y6MtaFUG96O6H6WGcXWbqtV/oi4nyqpSkQUyMTDme3XN8+KB6YfhH5cdqS5z85xptl/VFMVehkWFz6UlxdOECgCeXfEsJr8rW1FUtMgJusSBffbO2VhYsRBPL3/a9nfIFvrm1J1P9UnkoPn5gYZRqapj5D+GKPWYTGyZOVWWn8E+T3lJimnM3olsGJUqSZLwxKwNpk4OkiGnitzDDqlykFOopMpI8uu3y39jIZPL23HLb8IQzjzDyPMZw3kinp8jVwQup1UChqXCwzN+xP8t2YXvNrPDtGoZr3IDETJUVuBDczSRcaVJqtYGLOT7XGiNJZDv174vXTK/UzH9PG1kOQr8bl31Fn2cbhevPmzILGtQt3wEva6slKrWWCJlmX57gA7/WamJN7y9HJe8vFi3LJ3wHwGxVyCkauKgEhzdvwvumjbc8qGZEOR8qaawoQLwvctQ45LP33lDzsODn5iLOEjLmkhcgM+j7T8dpYVcw6wk+qsmD8Aph3VXX7t4nunKbvT0ApKE3QHsbd1rWhYVzEUaG+o24P2NbV9BSBMpYyVlZ0BnVar+OONHvDRfznkiz1TSrJ41sb2VqgpUTTTTyCeLWzRHTlZMY3f3goEsRRMiXpy3FecZwv1kf2S35No7GMJ/ubJUeAfA9wCGcRy3h+O4q3Ox30MNKQeB16YB3z5pWlwAc3+xfJ9RqRLUGc6gblpoS0goMyFKqfIp/c9SOZULBqWqrEAu3W/IMASYCRkL+twIRQWdmkRXIJI8C4+bR3HAg32UmkAPIm4Xh0Hd5IF9yhDNed7vcZkq4NJBfWtcpxIdKBTRpMpCTfx8baXazoegNZr+dyd9/7rly987z+fGB9cfi2HlBfC6zKTl499OgiDIieItjKbKtco2JYESy88URAkNoTiKA+lXsQLatee3IMDGh73RakLeh3nkaYrZzzH88+I/4/qvrzctv2DGBfjT4j/Z3k+moMPCRnf6zgArBaaj47WFO/D4FxsAaKTkrmnDALDVtxW7tIkHeQanUzVolXtm9JejlUv7PlVsM1Lj5mQ9sl9CHlPlYnUG5Kr67xJJknpIkuSRJKm3JEn/zsV+D1UkvXzXfWhrH8aQkwRRDXHQJOFvX66X/6ES1UnCdosyOC7bUYcnZm0wfUZClPD7D9fg8n8tBaCVl9sxrWMhk5lmnteFmCCiJZLA1KHdEPC4dKSOfGc3z+kq4AA9YfC6eIzsVYTFfzgJF47roy73e1yqKrGuohFPf7VRNyuMC6JaDcZCXWus3dzUk8FHNQquTSNEG44Lao9Fu2gMy/svYpBJo1J13XEDMaZ3ESRJbh/UEmkwbbNXOfZugW4mzy2ChlAM1c3RpB5UyUB+0mAKR3VAHuhChmsHkK+P/nfPxPdbNWLaHNNfG7863Do/6t2N72JLwxbL9xNi5tYedkCHnrIJeR8oZOsa3hFAqo79yjXPMlimJ9+SJEGSJHy3pca0nhWszpMxBzET03PN4iFF1aJBqdJan3VOYkyj82ttBxFI+C+RzPySMz/0OQYNM4dZBNVVnQ5nuTnlf17bb75CqojicMW/l+LFeVsxY/VeHPHwV+osXRAlvLdst+orRQY0Y8Nbu4gJIjwuDh//dpLtbYhkvX5fE/xuHiX5Xh1pIDM9N8+jOKAf5OkecKSiq7zIr3toBby8er6e+2YznpuzBV+tr1Lff/Tzn3Dq375VTEv1kCQJda0xlHQAUpUpWqMJBL1u/POKo/DlrVNtbUN+/yKGamS8Lj08D47jEPTIDadbVr1h2maz1wsv78XAooEozWefy7rWGGpaoiqxzxSlNraPi5JOqSLNt+cr4fLZ1PVBlCo358bYbmMxqZf9a9uIO+bdgfpIvZp3lWvoSVXnG9yyNbg80NjfFFEJD7lPWCSDdiuPCSImPzFXLQ6hYaUuWZ0nI4GjX9klWISvGX2ojDC+T5Sqg4EYO6SqA4EM5q8XF1qvxGgnwyJVxuoLiRNUgkGTKg8ExCSXVmEIIOiRP4P4GRFZ+KZ3VqI+FFcfuEbJuUQZ8NLxQaIRF0Qc1rNIV5WXCrSTtc/jQlmBT5fMTB4UHhenC4EZj5PVExCQc2zIrN2nqBi76jTPr5W7ZGWlmmFY2hJNICaIHUKpAlL3tTOi/90z8faSXfC5eZx6eDmG2WwKTZzpexWbVSUTqVJmx0GlZ14Lfd0qA8pXeUH43D64eJflQ7q2NYbqlsyVKoIyG6TqoxV7sLNWuwbIIZH7i45gEFI176J5ePP0NzGhxwS4lInRQxMfwpkDz8QrP3vF1rHN2T0HU9+bitM+Os3W+umCVmBZVi0dHSxVpzPh5y8sVJ+ppMjiqteXmX4LYwutCouG79aJ6vI7n67ei9vf1/KzjJECWm2y2/hYDf8ZHNNN6xmWE/JoHFNEUcLna/d1Kg8yh1R1NvC8if7bi0JLmldTXFT7QXmQQMLgrEHi+iRJuXeXIHOPxhuAkIevSNwBAAAgAElEQVRUuVhWiAsivCm8hYw454he6v8+N4+yAj/2N2kEh9ysbhdvyrehw38ei88NeOREdUmSVGneGDYE2En29a3yeegopOrHP56Kt66ekHK9Wev24e7/rlFfp1uR89BZh+PNq8erXk80jOZ+RCEs8MtNmptpcivEsM/lQoXHrYbRrAbOi19ejIZQPGulKlUzaACYt7Ea17+1QjtMg7UIfSVdPuJyAEChV5sokabLU3tPxaNTHsUxPY7Bo5MfBQCMLx+Px6Y8lvTz6yJ1iAmxnIcDHaXqwGJfY4SayGrXId3fdc2eBh2JyiRER8j/ze+sxEcrtLYwxvNH79u2UmXIqbImVfrXRFAw5nu9uXgnbnh7BT5MYvfQ0XDga70dqODs0COORapsXPESp7tpIgkBgijBDQFx6BUMIsUmq4gCzAMcIQ8ZK1UJKe3qj5G9inDc0G6Yv6kaPjePYKEPiyln9jiVU9WvRO/srQ//sT/X75XVkWhCRItCpuiEXo/i98LKB2tW9k9y1A40eJ5DvxI2QaZBEwZA3yzZDoJeN6YM6cZ8z0jQyLWVF8yHXxTRwvOAKMjh6EQEDYbfJVXORWm+D1cc0w+jepkbL9tBJt5MZOCIMZSqu46+C3eMu0O33zvG3YEHFz2okisAmDZgGva07MEVI65AvlcumDimxzHY2bQT3YPdTerUUW8dhSPLjsR/TvtP2sdrBbqLQGfMqeqs1X80FmypwcDSPHQv1CYHtDL1n0U7desnS1C3IkJW58lIqmhCZPfMGqv/rLYzki0S0jT6dO1VetvWtGbef7W90TGe9g4A6L1AftO9G16sYlga8G4YL9WghwNS5B5H95+GcBftQRmOCRAkCR4kEDdcBlovNflvc5StPBlvjGxJVUwQEfCmX71F7AL8HheKAh40hOKyCufi1YeO28VhSJm+zUkLdZweC+JAEkYjcUH1d9Ln08iDPst2gcz2fWmG3doSdghecdCjS/bPZZmzkVSR0HJ+IID8VkkmVYko4A0C8ZCqXD048UEAqXMuuhX4cOmEkWkf16tXjkN1c2YPbjKukWuNJlAcx8HN6c/5mYPOxJmDztQt8/Ae/GbMb9TX0wdOBwCUBkphBWIqmivQY2pnJFUHg09VRUMYw3sUwEUptskq4jLx9rOamBj3lUn4j+RxqeTK4vCM+V7kK8YZ4T8g/YndgYQT/utAoD1qFgQD7JU4l2kKUhhIPlD+tv/HiDcco6v6C8cFRGIi3BCQMChVhFTNXLMPry/cbkmSjANcod8DF8+lZS5p/NxMBvAuCpnzuXmVYBFSQCeq8zyHh848TN2uRRf+s+4TBwBr9jSq56GVsR3LpZzkQvjdHYdU+W0QvB5F+msvl4Z8xgojUmjg97pQIIpo4nkgEQHe/yXwxV3yawAjS2WilCpvxiqRPRVOHN4dFx3dN+k610wewFxOBhxW+C9XmHXerJTrrN3TiMXb0u+fSUAPtpFOZP55/ouL8Mb3Ow4KpUqSJPAcpyMRNKcy8itrg2Zrw06r82R8nuvutRyH/4xcUPM+1L9BjqEzWS04pKoDwVb4j3fBeIWP6qXlazx6zih8+7sTdO+z1JRIXEA4LsDDmUlVjGr78dCM9WiOJJgzBeMN4HXzKPC7s0pUZ7VPSAVSXRdNiGo7lnrF1oE8QEjO1KTB2syfVf1nBAlP/eLVpWq7FV34T9nO6Fs0c80+XPqKbEqZriVBW8LoMs4KHxjPRC5niT4PW6nyuV3gRJ+cqB4PA+s/Bn6aoSpVHy+vQ/+7ZyIhiEmPJ9ucqmSgexjSUF2hyf3QBs//Xvm9cMnwS/CnSXq/qtk7Z6v/n/n8AlxsMG9NB/S1cPM7KzPOjWxvLNtZjwc++bHTl+PLTv0ygaCfRzQvMV5aSUmVBREyKnpPzNqAWEI0hf9okmXbUV2t/iPbsWHysTJ06VDXc5QqB9mgb2HymTIAZk7VACpPZurQUvQ15M2Q5G9aqWqNyqTKDQFxyUCqDDdXcySOvl3NuTiCJOmcuj0uDnled1q95WjEhfRzqgBgWLlMKjdWNqshyPd/2I3vt9aaXNJpv6aWqDmMZwRL2WGF/8h3jsQF7GsM46EZmvO3HXWovWDMGWIl9xonhbkM/xmrUolS5XPz2C/0kEnUhs/U94lS9dJcuX1NZVMkqUN9W5IqK+JNQM6lrclRBrhnwj04tf+pumW3z7sdL6x6QakyNP+WUSGK+xfej831m1Pu30iwN1eZjVg7Mjp7Ob6L5yBKEnhOX41M/y4mpSqj8J+kC7+9OG8rPly+x/QseO+H3er/LIK2bEedyaPPaOpppVQZw3/kK1qpZal6CXYkOKSqA8GWay1DqaIrqliDChkUKxrCqndQazSBcEyAW6n++3ztPtVfxzj7iQsSejDK4wVR0q3rcfEIeF0ZuzHHEpmF/8b37wpArgQkBp//WrAdl7yymLJUkPdLKyV0+M9qJsQawFt128n7I/lZRz/yNSY9Pkf3gEqnB117gxynpMuf0K+Ty/CfMfQQ9BKlikejS8I6nw+r5twHAAhxHJ4q6aIclEyWN1e16Aon/v3Lcbr9+dow1OqxsN0gUMN/bfj8D7jNaQEvrX4Jt829DQUj7oGny0LdezO3zcTHWz7GuZ+ei5pwcoPIdFy5DzRaGO2wOnv1n8fFQyRKFfU8opslGwl7snZCVr9mXBDx6sIdumWhWAIxQ/uabzdpOb3GSyMUS+D8l77H2S/orze1wbOFs7rV/iTDdsb1OlNz7477tD+IIUkSM6ly4RZ9PgTzcuTdpmmDxwXcevIQXD15AHxuF6JCFHN2zaHe135moiw1RxOIxAV4lZyqG95egWvfWAaA/XDqxvD/eWfpbl3DXVGS4Pew+6LZQSzDnKqioAc7Hj8D5x3V22RfQDuqA3qC00g5v1vNhFiVj/saw+pDgJyrH/c2IZYQ0RxNQJT0xLQjKVVGkPNDz3iN12YupXcjYSdKldfNg+PlSp+5Sj7hyzq/Nvl321bTqrtG2vPc8hbnYaQSfqfvm1e+3abrM5lLlAXLTMuWVspdDXzdZZVv1vZZWLV/FR5c9KC6TioLBuOA1pETv0c++CV+9doPOv+izu5T1RJNoKIhDI7j4KJUUTGJUhW1+I0kSbJkVQlBwqsLtuuWCaJkCp8O76FZohjDf2v2yA2SjQU6GplSN2TCqo2N8Ric8J8DW3jj+50YfO8XqhM5wYfLd+teM28XzqxUeXgOt548FPdPl5Own1n+jK6HGv2wJDlH1725HE2RONxIIGao/mPF6css2oMAwIgehSgv9KNrnhd+tytl5VD/u2fi9vdWmZZn4lNlhLHPHhkYWOG/1Xu0zulWMyFjPtTpo8pR0xLD+n2yqSM5V0u21+lyUEIU2ezIpIqQqRU7tfYwRlKdy/CfsQJTU6pciFTJFXG9FKWzWun5J8b1fld0GI5W0X5z/KCcHacd8BzwyW8n4W8XjQWgDerbqlvw589/wg1v57Y6j2DWebOw8oqVzPc4TsKq/avwu29/hyu+uEL3Hu2VxYKRVIU6eAXggi01OhWnsytVgPwb8JxeFY0mRDRF4li7p9F2ovqAP3xuGRpMiIz8KcW3kAZN5oyCk1U/VM0p3UCuDDArUvpiD/q4AOsJTUeEQ6raCVurW7CnXm4v8dEK2ciM1dqEBptU8cA/jtEtMhpXVjRX6F7THh9dDI113RAgmKr/zHcCS6kimD66BxbfcxJ8bhcCXhdqW2L49RvLdK7TRny0ssK0LNPwHw2/x6UjQglRgpvnVNKUbijLqFQdrYQaicEoeXC1RBNYsq3O4pg67m22qaoZkbiAS17REpx31Oqvy1ySqv6ledj4yDT0LJJJOvk9fB4eQkgmRSSP6tMCmYCJMb3nFT1rpasJbz5xSM6O0w44jsOYPsUo8Mv3FBkQyNjUVoneHt4DN6OzAsEnWz9hLmeFDmkYlZ5QBs20M4UkSUmTrq1AD84HQ/UfIIf/aOV8+t8XYPRDX+HM5xegtkXvnZPJOYsLZgIVF0RT+I++HoxnlmUhA9iv/jM1WFaVKjbZcpQqByac9Nf5mPzEXACa0aRJruaMFREM8C6gfoduUX5oV9LPjlM3C63ktEQT8HAM80/GDKe0wLpUnSZ1PrcLG6ua8dX6Khz35DxsqrJuNkxj0dYahGJCTvJ36J5zCVHSKRsunsOfzxmJcf262NqXUWUaUCobiBI1LpYQVYKwZDu7nL0jWSoYccW/l+KPM9YnXcfKbT5T+NwuvHH1eNx4wmC1ctPr4gFR/t2e7VoMmo5EKi4xHI92jZDqQSB1InmuQQYQMgBG29mG4L4J9+H1aa+blrNypw4rOSxlXopgGOmMFa1tiZfmb8PQ+75AYyg1EbUK+RmrkTsrOM6aRNSHUpOqVIpdQhRN10KCQbQEnVJlINyWSpX+L73VtuoWPD9nMyRJYlT/aZ8pSRIWbK6R02ScRHUHdkBumFQXv8BxqON53QBDNz4mGLj0oaT7uWaK5q9DJ143RxLs6j/GjUpyXwieOG8Ujh8mKwheXY6L/pI647nvkh4bAMxaV4kHP5Gr5X4+tleKtVPDWOFnTDC+bEI/jFMUp1Sgz9eT549WXdlJMn5MENGrSwAcB2yvYStzHV26/mSVWTWkkUulimBwWQHuPHWY+nCXCwi0z6lVQn+u1r6QBH34j37ABqjr8kDNZsnnamFvEgKRy9X73z2zTT73ouEX4ajuR5mW+/l807L3pr+Xcn9GN+tQhlW8meADJfWhuiV1Hho96aOP2Sok1ZHB6mnHcZzlM6PFoB6yejSmSr+IC5JuMgIA7y3bnYJU6fdhpVSZEtWpfVzzxjI89dUmVDdHLRPV44KIT1btxeX/XoL3ftjdqXr+ETik6gCADFKpSoAlAMf1640/dCvRFnLpqx55PjfOHttT99mAnKzuZvT+Y4UtjGGwoNeN/grBoHMvjOsZJXlWheP1by3HZsUDqneX5CEKO6CT0etaYrqkTwLy4LnlpCFYef8plvsqyfPiyL7FmDy4FBeM66OSRpKMH0uICHjdKMnzYkeScGdHwkXj+qCA6i1mNesksGrhk0sQItytVjb5/L9ChUjVjzOtSx9PkLreclEhJDQ3Q2hJz0rAbfCBo6/5F+dtBWCzsjdLRKrOAABUNeuvw78d/zdb25uVqrYhKeGYYGoCTMwd7YyhtCJIJzY/lERx/d/KPSnTLQ4EWMn1yeYGIYN6yJoAWxEe9TMFCUZRr7o5ih2GSWEypSpCXRuNoTju+3gtQrGEug3zelcWLdpaizs/WK17i5Cxz9bsw61Kvu3u+pC6v85UmeqQqgMAEqZINaMg736ZT/WsYyhVRtCVGucOOReANqOnQznNkQQ8jN5/1U3mdh3GMFjPYj8O6yEnvu6hGn4a1zO2RUl1c+TCfiBIEYa6UEzn+ULwq0n9MaJHIS6b0Fd1ZGeB4zh8dMMkvHHVeABaKI/MimMJEV4Xj24FfuyuY3eLby9IgoCfho/AT8NHYN9DD1mu98T5ozHrtqm299seChBRO6sissHma0rlX0wwN2Wmjyfoy11otXXpUmw6ejw2jTsa+59hE5F/XHYkHph+mG4ZOR5ybZOBjkwUgLbN93liyhN4bMpjEFrlnLKooKk9/Qv746R+J6Xcx87aVhPpoP3mdteFcqYa/PK1pZj0+BzdMvKT2hk8aSJhZ/2WaAK3vbca1/xnWXoHCmDL/hY0htvOBJWVc5TMPdzoAchK1YjEUof/WJ9bY8jXogmf8TTTxO3ZbzbjrcW78OqC7eo1ooUBtQ3zlbHgr7M3mj6bxcE4cCrR70ScyiFVBwJkkE81oxAZN5eQ5k9GeqYRBcnt4tVqpeZIHB4kdI7q4ZiAZobsH/C4MOeO49TXPYoCOGtsT1wyvg9uoKqujL5OEwaU6F6nKnvOhSpCG5XWtcaYOUH9SvLwxS1TklY10iByPCGNDaEYtlW3IBIX4PfwKGP4gz15/mgsu+/kTL5CRkhUVan/N7ybPNyTTpNnu32/sgHxD4sminXLI4I5980qUT0bNH/zDXb94pfq69p//hMbjx6P0PLlaJ43T11++qgeOld+wJzvwQrJsJblCqcPPF3uFSgp55AiVZeOuNTWPo57ch4emfkTAOD5S48AoKmxW6tbMOUvc/Hi/K05Od6l2+WCDp1VgOK/ZCfxmiYSxl5xLOxSCi8yqQ48+en5OOpPs7FmTwPz/S37m3H/x+tSEs7aFrMSBLBJYbI5jLFbBcun6r9KIZQVYgkRgiiZ7h0jQdMpVQA+W7MXDUpOFz12EaIXEySKBJnJUL4y2WUVQFi3szGHETs6HFJ1AEAGeXPYRX/hsB7DKSYhyl60/fCc/BOT0nUPr7VAaFFyqmhStXxnPQCgn9GV3c1jYDctV6OswAe/x4XHzh2N3l20df2K0lSa78WYPsWmG7U9vGROHqH5+NS1xnKawEyUtOfmbMGJf52PhnAcRQGPLjme4GeHl6M0SdVkriBJEho//RRbTtQrEqHlyy23yffaJ1UNbThTJyDhPyGuJ+GSYA4H0yHsXIT8Ku64E3t+e6NpudjcjJ2XXY491/9Gt9wYonYZjoHl09YeSeySQqpioqw0j5GewsXDLk57P4f3LEJJnlclgoQMEDJEQxAlfLeZ0fjdBuhzQk6hnfOkU6psKIC7FAWuV4apBQlRwlnPL2S+d+0by/Hm4p0pQ//HPzkPxz81z7TcGHIFkl/TxvPDUqqe/Sa5e35ClCBKqQtQaFJV0xLFjf+3UlX76Pw1lUiJkokE0WFAQqpYbcxSWS+0x8QuV3BI1QEAUWNS5bKIjGtezNCLZX+zPHv1eVzqTJ+E/2ifqsv/LferO9oikfvTGyfhvjNGWCpKPo/mO+Rz84glBDSEYmpVD/0QPJHxkMkFfj62lzrbrmtlh/8yBc9zugrFutYYigIeZlPrYJJ2KrlC7b9fxYYRh2HvXb83vbfzssvVcODOK3+FRLU2+PE8h6HdzQnNLLSViSUNcq6keFcIYa1YQUpoxzhliKwQ5bISKFFfj6aZWiJ56Q2/Qc+/PmVar/6999X/83z639qYVMwK67cVqdpa3UKZdCqkSmnMzsObEel08xz8HpdKDslfonZHE4L6HV+avxVX/Hsp5m3cn/bn0OeJhLxY525/cwQj7p+lqkUxi5wqGrSyUdkoh+W721Sl0wH5fKtnzLNfb8YLc7cw1X+ArcCk0zw4E0uFhCCH/zwpUi2IHQ2gkZuVu+XfgP6dyHeQva6M4T9tfyT8x/TPsuBMauK7Q6ocJIOHJ734UjgcM3qIJfjUygcrSfDUw8sR9LpwwbjeWmuVaAJuTkBCMhOCk4bLas8vJvbDXy8Yg2Hlcm7L6N7FuGbKQMvPpsNKMqkSMfbh2Rjz8Ffy8VMPwW01rW0m644foJHCXOcEGfO+ioMe1auIWC4AbVM1RyO2Zw/2P/kk8z0+L0/3OrR4Mar//rxu2Re3TNURxAvH9cZF4/rgFxP74Z1rj8FfLxgDANjfbM6xyzUO61GIP58zEgCH0A5ZGXpg4gMApaIOV67BXFk8tC5egsoHHlBf+4YMRulNNyH/uOPQ7Y7bMXjuHHgHy6Htyocf1m3bqziAET3YZposAhWNC9jfHMGSbWzbjUywpz6Ek/46H0/M2iAvUKp4Y6JMgnmwSf2/vtuGRVutW9bwPAefm1eVKhLqIUUaU/8yF8PvnwVAq3jN5Bqh21kRTkLOnSRJeH/ZboRjAhZsrkE4Lqgu4HZyqlpiCXU9Moinuh+X76zT9QO1AyFFa6Jnvt6EJ7805xDtqGlFRUM47fCfETPX7rO/soK4IDHDf0YIoqhOYMi5JMdLh//okB8h+EYTUCD5JJOlRHGcdfhPkiTLkOyBhkOqDgDI5dFAebKwiJDp0czxiHPmMJMdnDSiO9Y/PA1lBX61Go44qicYD9+j+nfB17dPxX1nHIbzjupt+3MKFXIhSvJNa2x/8vqiHbr128oLhxwH0PaO5kUBj/p5fRiNp9sKYlOT5XuDv/kaAODp2VNdFl67VreOi+fQvVAm6QNK8/CX88fgifNH4+Gfj8TEQSU4Y3QPAMBlE2w0+s4SPM/hsgn9lFduLLpoBS4YeoFuHaKO5kKpStTUYNeVV6J59tfqsl7PPSe3CMnPR+m118LTowcGffYZSq65GhAEtC5aBKFZ9l377q4T8PnNk5n7tlKqJj42Bxe9vBibqpqxr9G6qOHEp+bh1Ge+TfkdyPNjAWlvpYT/6uOyRQZvUSn8yMyfcOkrSyz36+Y5+HRKlfx9SL5kFaOQJRPQYVKjUrVoay3u+nANHv38J5WwkCdkTNDOr1U6weiHvsL0v8t2LoQQJJtcNYRiOO/F73HLO2yneisk1DBXWpvh+KfmYdLjc9ikKsPr+/RR5bbWS4giRFFK6QmYECX1XqMnwx+t2MMktglBUnPcWD5VLDWP/LZMUgU6/Kd/763FO3HW8wsxf1Nmoee2hEOqDgAI0Vi+q15dJl88hpwq473lK4RoZXAXYrt5s0B8m65PvIVuXBM4l5moleT5MLisIG0zTpJbJCg3LX3zvb5oB/4+Z4tufVZ8PRfwe1zqzKg4mBkRtYLxQVgU8CBfqUIrSVJJmGvEKuTBs2DaNPk4zjsXvZ59FnmTJsFVXIyhSxZj4OczUfa7OwGwSRhJEGapP36PCzsePwO/ntp+7V+mDpW9z1jVckTh9bh4LLvvZCz+Q+qqNhbq3n4bmydP0S0b/tN6+AYMYK5feIZsVbDrqqux58abAMgDn1VojUWqwnFBvW5+9sy3mPjYHNM6BNtqWrHRwjQ3FEtg5INf4uv1Veq9GVMUH8ngN8cZrFJemLsF26pT20XwnKZU7ahpVb9P0mbVNkkFPXmkk/fJuSRKFUl+3tcYobaFbh0gefXfpir5u8aUaymaEPDC3C1qwvrjX2zAlz9WAtAI3tqKRsaeZLBCbSqhyNB4lJ1TlXq7M0b10L3+9ncnqNXYqRCKCRAkO0qVRqpoA+nb31+N1bs1lUhkKFWSIWGdXkaDfFWrX9HKUmFDpXx/7OqANhkOqToAiCs356ZK7cHJmnGpXj0EHG/tGvz0CPXf/aHk+Q0kcfu37k8BAF6vmQhkqgaQ3CJRMpOqlbvMcm1btfIAgHOOkHNz0ql0swPjrKow4FFzJowNndsS+5+Uc39Krr0GJddeg7I770ThqT9D33//CwDgKioC7/ej5OqrUfKb6xGvqEDFHXfq9kEeSmQAOtCYdrg82yYPZ1pdIEqVx8WjNN+H8qL0c2QkQUDVnx7RLSs868ykuUf+ESPgGzYMABBaYq3wEEQYg++26tx4mO2sDaElmsCTX25U1R2NgOof5xylQDdH4njyy4246OXFSAU5p4rHoq21OP6peXh+rjwRyoXiSw+O6yo0kk9+ZkLgyDNKlCSV+BPoc6pSeP1JEr5V1Iz3l+3Bk19uxDtLd2F3XQgvzd+K37xlXcxhDDmxzEUJKbLro2RsUs3ajnzfFy870nI/z148Vve6S57HVuV0od+N1mhCzqlKsT6dU2WsnGQR25ggqoqSFrbT788ILpk/GcdRypccspyxem+7eL5lA4dUHQCQCzQhSnj26814/4fdysNDjzeLDDMPjocoWCS3J7QZ3cZ6cwyfhlEGT3B60vGnnx+edPtk0MJ/crk7ffMZDf8AoKY5ZlqWK4zqVQQgs2TOZDA6tJfm+1CuJMGO6VPM2qRNwAfkaib/iBEou+MOuLtYt94pPEU2OG2aOROxPclLrg8kiGK2vaZV16YC0AbadBJ5jWj++hv1/+D48Rjw6Sfo9Ze/pNzOXVaW9H1aNWMNlPTMnqBSUWHqWmOmwZZAkiTLQYSQe/X6lgykijpNZJ1qRu6TkTy4XBx8bpf6PUiY0TjPysSQkf497/xgNT5dvVfZt16pcin32JwN+1UzSDX8pxvQk9/b/7d0F1YZzv2e+jB+3CsrUkPK5IkrIUf0NzJOnkJxs6pOcqrsVjUbk7RZh0/Oc//SPPObCowEyuPibeWOFgY8aI0KEMXUfVBFSqkyHreeVMl/6d9FC/9J1LIkSpXFNU7naL26YDtuemcl/sfoG9uR4JCqAwAys5QkOZHxrv+usXdTchwEMXu/G+MNKRpI1RUT+2e878Ik4T+WKlXVhpVlpNonVZVluvAbEi5L8rw454he+OD6iThzdA8sueckLLz7xJx+JgticzMKp08HZ6O60X/YYeh26y0AgNaFi9r60DIGedBf9PJifL62UvceIbPGCfaoXkVq/8VUEFtkddjTry96PPxH+IcOtbVd+f33qf+3LjarVeVFfrz+q6OVZHszvlhXaVp2ySuLkRBEHPmn2bj3f+uY2x3z2Dc4+en56msy9nCc1pEhLoiyf5BkrSSxkueNidwELiX8Z4RRrbDKh/zfyj343CKB2riP7xQViQyuJCTIogdk4NX5VKWwVKDDQyTctb8pop4Pv4fHhsomTHlijvIZ2rYmh3mGvxJ5bqfqjkFgnOCxwn+EYKaKFhw7SLMfcfGcSXliXYsFfg9aogkIkpSy4EOXU2X4fi3RhPoeIba6ikBJG+PU/THOkZovZ3H6ElQ14T5qEqKiA6pWDqlqZyzaUoMFW+TKG5q5N4bipobKJnC8dU4VYPsCS6VUZQOSU3XSiDIzqWL4HbVlZRkp4c31fWdsxdMlKJeuH92/KziOQ/dCP3oVZ99uJxnC635EfO9eePv2sb1NyXXXwd2zBxo++MD03m0n2yMXFb+7Czsvv8L2Z6YLOpl18359XhFRqoyDzYybJmORzfyqeKVMbgbOmAFv//62j8vbty+C4+SWObuuvJI5sz5+WBlOH9nDtByQfX6M2FUXUgfqT1azZ99VTVFsrZarZOOC3gmbDruMfXg2jI9zWoFikaoW1bTRQKoUSwUjjASGlWwDlmUAACAASURBVA/ZqriX3/D2Cub3MapbHyyXVVNODf+J2FUbwjNfbzJty1aqkt/c9LOOXDf7m6OUIsbhpXlbqfATnQOk31ey8B8rp4p1jZhIVZLqPytFdrxid3PLSUPUZW7Kf5Bg2uHlpl6sBX63TKpsJKqv2t2gerCxjFOJJ+HcjTIxpq8xVk5VMlsEKx+quKhVHUp2E/cOMBxS1c649F/aLJe+yGwpNhyf3Kdq3uO2jsF487Vymsz887E9jaunBb/Hhe/uOgGPnTsKXjePqEArVeaHsFoO3gY4ok8xLj+mLx47d1RO92skVQeiYfKO888HALjL7VX8AHL+QtFZZyGybh1q/vkyAGDencfjy1un4paTh6TYWkbTjBkILUu/3Ydd0LPnT1fJoaEpQ0rx/nUTbc/grRCvrESNYivBM/IIU6H3P15Q/09UmpUnAElbHhkHOI+LQ3NUnmiQwcsqDPKLV5diyL1f6AY3MpBrg73R2V2k/jcTghblfjS6crt4e0pVC+N+ttPM14j9zRE1mVwQRVz4z++Z+ZcEsRTfiwZtzErIYygmaBWBLl7XlJuGkfAY++4BGnFlkSOmtYYNUsWluM5/f5qc30c/xzmOM6UluHjOlKtU6Hervxsrp8rI40ilOMtbymd4DkYYNgv05cyyzyHfkcWN6eo/OQwuL88m/N8ecEhVG6D/3TNxu5IHAFg/KOnFrFwHMzgkrHKqAGD567aOz1jaGuZkG4CnLhiDZy4cy9okLfTpGlTMP126B2Cy3Ka7TxuOf15xVNafTcPt4vHI2aOS5iZkghE9zP3o2hNiTJO/XUnyqFgoOElum1P9zDMA5LwN4kGWDPG9exFawVYfcgnakHCb4oF09theGD+gqzqbNTqY20Xjx59kdWyuwkL0ff11AEDrInshVLoatE8Xvd2Gh+dVtYgQcyuTUKJuk3uI4ziq8oz9fNGRD4bLOyF0rPAfS6kyhm+MbbYk6f/Zu+/wKMq1DeD3zJYkm0pIQhJ670WaNGkiTVTACupRgWPXY2+IveCx9654UD/LsXcFUY8NFQVReu8tCQHSNzvfH7MzOzM727KzyWZz/66Li2R3dnaymew8+7zP+7wSthQFn41lGnzUeDR9kIA9gT5geh+qPd6iI8FrMm2a9zr1Ag3f6+ywCboPScGG/8qra+VlvDRlDO4gvwOz1zycoEr98BDgPLerw+D693Hjh2WbKPgFMunJDrUMw2z2n8vwe1eeK1imSlFlUlOlzUAFK3ExnRmoGeLWPn2cx1QMqmLl3T92qp+iwimXMhseMCp3e7BiW5DWCWGebcbhv0pRHqpKcdgszbpEsjjyBSM7YELP8LMuDeme6b3x9Jn9sebOifj79gn1/vyeUrnINrlXL6QfG1lbgZTeveS+SwAq1waf0KC18fgp2DrzzIieqy7M3uiV3l/KBaiu52j578sgZmai46Kv6nx8rkHyEODBd98La/vbNZM+jMvb2G2CmjVQPrGbDTFpFWnqSULVYR6s8G1rlkF69/edmPf+X5j2pH4JFjHMTJUxIPhy1V6c/HTwYNPs4lxd61FvD1Z4rgRT2mDRuAiwkekSVZKk7sMmikhxmr9PSYZDKa+uxYj7vkbv277029YsODJb29X4wdJ8QWX5/0Bv58rPZHwfN9bKypkq/f7TkuzqsK3Z8J8xa6c8hVmG0Rh4mw//+e43+1mVmwKNDFZrCtWVfSptMOIVg6oYUopPw5klIy9mGny7shpAFKKfyWZ8o2nVQp7ZZHUjzkgWu7ViDbf64nLaMal3AZIdNr8lS+qD0oAy+9xzwypSN2p29j8AAOVLfwn7MVKFfuamJEm6ZW+sYjYkoQQj0Waq3Hv2wjVgAJytwm9mayTY5AtJRZB1FbW0tXX5mfqgqqS8Bqc88xMA+Wdavv0gLn/D13zSbLhkqyYTFOp9ZVtxuXohMsuAvfj9Ziz8eata1zh7RHtcOEruSeYyOa+NixfrF9yVsD2MnkFmgWBNrUf9ABosUFQCQ+3PEirDbzZU5JH0DUG1GR/ts/tnqty6oFbL7LjNAtlgixarxywGH/5zBGiC6zB8Lwr+w38pTpuaHTX7WzMGmGqfKpNg2BiUVemWrlG+8q8B1FJeYrOAq6bWo/5+PZKk/iw/byrGLpOZ5PGi/q8ITcjP3iUpwlkMssrtQbAWlXfn3o/ZJY/AYbrMslfYher6P4bTR/TAoZY5mNTL2kxRqELIPq0y8eeOwM32yJ8kSdg0WW5GaUsPb+0+I3teLgSnEzV76/6Jb033HgCAwgcfQPro0X7L4tSV2YwkZRancuGy1WGZGndJCao2b4Zr0KDoDhBA+vjxOPzll/BUVUFMCr5slLbDfkaQfmmiKODsF5fqir83mDTqXLlTrjUSEDpTVVnjwb7DVWiRkRzW2oNDOzTHuB4tAADpJkFVSVk1Fq3aq36vvUjWesxnx2nNeeU3LFq91+/2ardHbb6pXWXCSMni6TNVwYMqszYDEiRdV/ZAdVn+NVWBfz5thq282o3Xft6G4Z1y/LYLZ/afEgcGCqqUn8ksUzVqxx+YuvF/KCgrQmmL9QA6mz4WMH9/NtZlKUGpWelGsExVrSRh84EyrN3jO4fNgqrqWg/e/X2H6TXyySUb1a89kr5Q3XT9wDjBTFUMKedJXfq5GB2SUpDv3okTbT9FvS8lU7XK0xYAkNR2MC4d21ldv84qoYKqbmHU8pBe7UFfAW+o3kmBCIIAe34+3LujT6PvuvoabJxygjqrLlrGT8/fXz/GV8zqqVumqnzZMqwfOgyoqUHamDFRH2PaqFEAEFamTltTFawJrV0U/LIB402WqlHaTMjrogW+sCSLco+7PaWV2FZUHrKAHACSNIX02mOd6V2m6PsNBzDnP75JCo9/vR7rvZ3f3R4PSsr1WRxjnYxZQAXIGYk2uzfAVVOJrXsO4upl/4cHv3sceWX6UgdlrUDtBTVYpkoUzIfQJMlX71TrkXS1T9pjNh5/sKBKW29258ercPenqwMGkFrBFlQOVJAdKFNltwm44bfX0K1kGzKry1D87LO4bPl/AUlC20O7dY81fq0wHo1NFOTaJpPjNE68MLZUGPPAN7jpPd/SWIGug1e9tQIbQzTHrfXEZfcEUwyqYsgjSXh96Tb0v7PuNRyKUP1YIqF8Gtkm5eFwZhdAjM3aeKGG/7JcTlw7oSvevXhYTJ4/Ea0fKr9Wzf85B0ndutV5P44WLVCz1/wiZySFaLDo3r0bG0aPQfWO6JvyGd/otcNnyrU00tl/xQteUb9OGzG87gfnpUwOqC0pCbGlflg72IcWAZH/jQfrjWQT5NdxxY6DGHn/Ejz33aaQ+9P+vaZpgqp7pvU2bWr748YirPBmmt21kt/QWLgfJr/6ZiXuWvQo5i19GcKK3zFu+zL0KN6KOX9/DEBepeD43gWmmaotRYEvxqIgmL6mHklfq6MNBkrKa3z1XYareEWQ8ght0LFhn5ydMavnqjZMNKo0KWYXDZkq0VDc5aup0v+tJO33/3uevOVnfPbBtXjm6wfR6eAOXSbYqfn6xXMG4rKxnfwCSVEQvOemfAyLrhqlrhdq/FvVtswxC4C0r1FGsh0XjOzgv1EAcqbKnxUJC6sxqLKY9pOHJAE3v7/SNPVufmEIfIKY/O2ZCqeFvzJ8IsIDCLE7BUIu2Fkr4ZIxndC/TWQz2JoqSTPrL2PSpKjq0OwF+ahYtgye8tB1MFJleA1aa0uKo15Cwjj8p/0ZlYtcpFOqJckDCAK6rfo7qmNT2LLkTv1b/3GObiam0cLZg3Xfp2mG1FyGBrJujxTyAhFJR3PldVMu8MHWtFNop8gbA0BjvY6R2+NBiSGoUi6igbJkouTBqeu+xkn3XggA6HdgI+768XnfMVTLAZPSN0sJQKrdHnXG3u7SyoDrbYqCYNqpXtIUqhuDKgBqAGp8eYNlqkrKq+UGrAiePTMGwmZ1rMoyNTZBQMvD+/DJB9dh2C5fxked/af5W5EkCRm3XBXweQEgs+oIctf9ic4l25FZdUT3/jy2Wx6uHt/V72cWBW9wqqlBU57f+HdYVq3PVBlpb0tPdkS0rqzHI4UM1OIFgyqLaX/JHknSvZFqRfppO9yTx2OcsmJCGVcXINV7UNU5z1cHdKQqduv+JaJa74LIzf5xNpJ79IhqX8qSNiX/939Btzv4zrs4vPhr9Xtbrq9OpNN336LzD98jfZK8oPOWU0/Dmj59o8pYBVuP7PRBrdE+JxWnDwq/4emhz7/AkUWLkdSpU52K+s3YsuSsjVRRgaq1/k0qFSMMNTXaITWlSa4iWM3T2G7yMO/orr7h3kBDMopgs7YC0WWqDO9bodaJO1zpVgugFTW1HvyxrQTd5n2O79cf0N3XrXgrnlv0b8xa9WnAfeZVyEPdNkFAilNUZ9NVuz26CSIdcs3r+UTRvMAa8L3etR7JL1uk9Aw0Ds2VBQmq5r73l7cBq29GYqXJ9n5L35gFVUrzTxHocEju1XbDr68CAAqOHIBYJK/tKpYdwSPfPIrP3r8G+x98ELZdwZef6r9vHfo8cjMe+/ZRvPHZbbrfqRKEG/NBgiAP/yl9xOw2QdeE96bJ5tly4zBnldujCyjtNuOKjsHJH6h8j1cezaCqCdDPiPF/c1KE+uRntPlAeKtxexA6qFL+mMQGCKq0xY3GN2EKTqmnSunbN+p95Vx2GQCgesvWwM9XWordc+di17XXqreJLhcKH3wABXfdCUdeHuzNm6P5rNm+B9XUYP9DD9b5uIJ92GiZlYIl14xGYQTd6g88+ywAwFNtXed+R4Gva/qhTz/1y87dMqUHMlMcfplE7ZCacdZoqclqA4pZw9tjy/zjdYHY4Uo3Xl+6LeBjlOc+HMGC5dq/V2NRvd0mIKfiIM5YuwhTNv2AziXbdfc//vUGvzX23LUSvvUuQ6P02QIAR20NHv7ucbQs0wdaRoVlRXh20b9x7VePY+QbjyLlUDGqt2xBda0HKU5RDRybuZx+QSogB2PGGYuA/B6tZqo8vlot9fi874/GTGCw4T8tZWjRrKXCje+u1AV6ZsX9agbo8CGM3LlCPiapFnnlxXhp0XzsmzgeAFD12n/Q9aD8eyh64cWQxzV9o75Gz+z92TjSbxMFCPDV+2nXGBQF4PyRHU2fy+y9felmX42cLVDBWwCSZL5OYjwO/3H2n8W0yxVIkoS0ZAdgknmPNFMV9qkTxobqMgjwQIhhUJVk8ulWW9xotswFBVaxUm7R4WzTJup92dLS4Bo6BJV/+w+JecrKsPPqa3Dkm2/87hNTXMg8/nj9vgyzEI98+x2k2lq1/UAkrHyTlCQJ7gPyRb3lAw9Ytl8xJQVpo0fjyDffoPjll1GzYztaPf64ev+sEe0xa0R7v8e5ND2AUp3hvzbKxS9F85itReW69gqKdlVzsSXpbvX7UM0xtbS9qXLT5boZJbOc7LDhpI3/wykbvlW3mTQ1+Gta4/GgzHtx1e77sW8eUb8udbqQWV2OPa5mkCCioLxIt482R/YBR/YBu9fiheU/YONHwNhug7Cr7wnYb09DZY0HyQ4bvr9+jF//KO3wX7f8dKzZoxTVS75Mlcnwn5KJ8c8qhbeGqPLObhZUlZTX4Nu1vgkOZpkq5f35yMKFGKEZ9jt2m6+NR/mvv0La6Z+ZKkrOQPPKQ2EdZ7v/fYr++zz4Pa9rwG1EAYDgW9hYu8agIAgoX7YMw3atxI+FvlUrUp029fceiF0MP1MlCsArP23Rd2f3fhMoE9mQmKmyWK1u+C9IpkoTcJw7rF3I/UphnYJSWJkq5VNsrDNVSQ7/fV88ppP6dag/PNI78NRTsOXmILlnz9AbhyGlVy9Url8PT5m+2Lf89z/8AiplpmH6uHF++xHTfbM4048bB09ZGWqLgzSpDaJVsxTMHtEeMwZHv7xQ+S+/onb/AeTffjtSelu7VFHrZ55Wvz781SJUb98eZGuZdjp7SgRBlVJnZlweycwp/dsB8F3Yi8rCz9BpA58slxM/33gsPrhULuzvLB1Bu0P6GZ7ZFcHrtNy1kjoUpswMTK2uQLvDckH1tvQ8nDH5DrzUYzLuOPo8XD76X5gz7npcM+l6zB36z4D77bTmV5yy9B11uDLJLppOAhBFuVA9I9muywxWuz26QvUKw/CfMpHHGFSFE/BLkqQmYCqqQ78Xm3Vdt9XWYPe8eTj43LO621sf2ad+vfXsf6Dyi8/1D+zZGzcNOx8v9Dwetx99rnrzpaOvNH3urm8+i7t/fB5p1eUoevElSJLk9zMLggBR8A0jO0TRV0AvAFvPPAvzfnlF95gslzNkew2bKIZVG9mzMAPZqU6/eiplKDHchazrE4Mqi7l1hepSwOaQ2kxVTpq30DLUgsphCKemSiFAkgfuY8RpkqkY0zUPP94wFgBwVJwWqFeuXo3KNbFbk7AuSj/8EDXbtyN10GDLaoPSxo4FamqwdsBASDWapTeK9MMyXZf/gU5fL0anb5Yg5+KL/PajDaqcHeXhgM2nnQ5PReQN+gRBwLwpPXDv9N6YMbjuGTlPZSW2nXMOAMA10NrljxRKZ3oA2Hjc+JBF/9rhltQA682ZUT6AhQqqhndqjmEdcnW3rdvr3+sqkCS7fv/5mclwOe2QJAkn3HsRBu7Td+Cf98uCoIGVu1ZSPzgpdUqnrl+i3n/fALlD/9tdxmJzZiGOOF3YmZaL4rzW+L1FV5w5YR4OO1KwcPApfvtOqzqCvgc2AJJk+uENkIdU3/tjJxw2UdeGo6zajT93yEOVHo+ka1qpkCQJH67Yrbst2ILAvn379hVOGwslY6attyv8+E0cfPu/ftuO2fGH322KNi+9COczL2FbRj7e6TwGPxf0QstHH8XFk2/GxqyWQY/hyt/fxL7775ezX4Yf0SbIw39KEGqzCWrn9kCjLZkpjpDDznZvq4ZQHDbz4CucZrENhUGVxYyZqkDR+CDvSuNA6FlyQLiZKiGi2VexHv4L9HMVZqVg8dWjcMOkurcEiJXqLVuwedp0bJ46raEPRaf4PwsBAM527Szbp+uoo9Svd8+7Bfsfe0yuo7rhRvX27mtWQ0xOhmC3w5GfbxrQaRcnTu4qDyW4d+9G+W/hdR2PhcrVq9WvHVF0UA8m75pr0HHRIvX7tf0H4OA77wKQF2+u3qqvV9Nmqsw6lgdiNvxn5rU5Q+C0y/uty8TQQH+vJa+/bnp7t5LteO2LO+GsNb+A1ng8qHQr9UUeTF//DU5fL096uGH4BdgU4GKv/JzFKZk47fg78VmnY/y2abd7I25a9AQG7V0NFzyQ3OZZ79KKGrkoWvN6HCyvUZuMmg3/PbFkA15dug2PLV6vuz2cTFVpRY1aRG02/GekBAdvXzgULbNSkFJTieT9u0M8Su/NzmOROsy/LU3GhPE4mCUH2ZeP+pd6+2GHviZx2B65BMBTXo5TfnsPadW+DweiqD+X5Nl/3olOAU6yLJcDu0qDzxi2hTn857AJAYIq+bwym93Z0BhUWUwbOZdW1GBHif+n13OGtsWorr5PlKFm1gDh11StPLAy9EZeDVGoruiYmxbWz13fSv7vDfVrK/ouWaH2yBFU/iXXUzW/8AJL993u7bcAAKXvv48DTz2NdUcPUe/Lv+3WiPeXftxx6tc1JjUf9eXwF3J9Tc4ll4Tseh4Ne7Y+27p77lzsufMubBg9BhsnTETZTz+prQG057tx4dpgjJmqLJf/UFcbb+d2MYq/Z7O/V0mSsPfOuwAAGy67BadMvhOTpj6AkiRfHV3X4q1w1fhfRN21viyQp7oa//T2nQKAv5oH7lFkzMjV1ErYf9q5qLT5/9zdirdh2g1nYNs/Aw8XOmyiaVZFbqBq3ivqrV/9h3PDWRmjtLxGM/wXfqYq2+VEj5wkvPzVPcj+aYnfdmua+Wa8OtvL9XqO9u0xaeoDWNBzsvzzmOxfyT6u1zy+2uR1BIDdc2/G8asWY97SBeptoqAParRBlTHYySsrxu0/vYACKfSkKlsEmSqz3512MkAkkzHqQ/xd1Rq5fYYV1s06xRZkpehOyHCK1iUIeK82ROPCI3sw58s54R0oAFGQLBtKMhNJH5JwlS39BfsefDDqfkiBeKp8v7+N48bBU2XdrLFgds+bh9XduqN6h38gUvaDb5FabVbICsFqjZqdcUbY+ym45x60ff11CHY7Ov/0I2C3o3zZ71YcYsQkSULZDz/ANWgQci+7NKbPJbpcaDZzhu62ktdeU7/edt4sLPj1GZzVs5lumCqSmipjpsomCPjH0Lbq/T/cMBZfXDHSe5+yX997irHzdSBm70Ol78qZt+zzzkP7qZNR5pSzHHPG3YDP2h4NALhi+dt455ObkVl1WPfYmlpfpqpg5wb19qlT7kFtkIbDxh5e1W4Pyk/7B6adcK/ftjPXyZnC8p9+Dri/QBfmZLsNkiT5zf4DzIeVjPU7Zt3QD1XWBC1UN1KyZDZRwNR3H0OmN0vkGjQIXZb+jI6LFuGXx/+LKzWZpg4ff4T8W29Ba0PNlVnmSPsefPPQOSh69CUIAd47a4vkSQJ9ijZhrLcoXmn+KX8tH6faUkHzdHllxfj390+je/FW5LuDd0cHlNqz0Nc9h000Db6U2ZuvLd1musB1Q2JQZbFpTwVfpR1Q/sjN7gkeKLgl6zqfi/BgiLgatprwWjXURSQLKoejcs0abDvnHBQ9/4K69pzVqtbpU/4lr74ak+fRKn71NbWGYue/roBUXY2qjb51r2q2y1Pn27wUetp0XbR9dSGcbX0XaTE1FZ3/579ESjBZ06fB1V8eTrQ3a4a0ESNQtWY1Dn31VZ1qq+pq/5NPYk33Hqhavx7p446tl+fMv+UWtHv7LWSedJJ6m3YtRNf+3Tjz7tmwbfIFFqlJ5n/LX145EoWZybrblEJ1pe7G7ZFwqWbCR7bLqQZcSqZKex0q8C7k3Cbbhf5tsnDJGPNp8EbukhLsnnuz/Nzjj9N1CC93JOPxfifDLYgoLJMvxgVlRehZmOF7vLdeKb26DLPevg8AcMHYa1Bl9/9gcP3EbhjaoTkAIMVQb1Zd61FbsdwyZDYePOp0lNzu37ajTbYLQzpk+90u1+/4X5mTHKK3T5V/8GPWwNOYqTILvEoratTniiRTVfnyC+iw6U/19twrr4QtMxPOVi0B77n0Y0EvAPKi3s1mzEBSa32/tsKsZN0KBIC+me6yFt0gdOwMm7fudsej+gJzrZE7lwPwzf4D5AyiIPiaf3ZctVTd/uHvHofLXYkbh18AqUNn4+5MRZWpCmMty4bCoKoBOA3jxOEmXcKrqwrPJPEXAEDS/j9DbFl3yqekYGueRcJY5xRq+ZRIVW/Zgorff0f6xInoulwuCj2y5BtLn8PIU1aGvXfdpX7vLi7G1rP/gU3HT4GnvBwHnn0O+x6QLyCuoUNjcgyugQPR8YvP0X3NanRfsxpdl/0Ge25u6AcG4ezQAVXrN2DnZZdj/6OPWXSkoR14/An168xp9VcXl9K7Nwrvm4+uy/9At79WovOPP/htU73oS3XJEePw37nD2mFqv0J0aZGOUV31azoqH07y0uVgq6zKrct0aS866vCf5q0i37sgdfM0J97552Bcmh88+ypJEmpLS9UlkQC5/s44XC8JIjbmtFO/T6+uwOTeBXhlltxJ3l3rQWVNLd761DeMXJScafqcfVtlqkFbiklmTQmqfs3vjkVtBwEDB2Ph8Jm6bRaf0xMLp7T1e6zdJsJsDe4ku6g2/7x8bCdsme9rFWK2ULOxpsqsxkquqZKFk6n6YPkutCgrwqEnfeft6qfeUj+gAL4WC/cMOhvrXngv4L6S7Db84J0EpHAaJh84bCJe6yYP0XtaFCAQl7vK+9y+TJVyzinDf+PeelTdPqO6DDcOvwAbs1qZDk8b2UUR4VRVOe3mNVVcUJl0kuw23Yni+wQUOLq6eUpPS4OqJITfv6auMlMcuG5iV3x82Yg676Ny1SpsO/987LzKfwmGuk7bNyNJEnZedTUAIH/uTRCTk5F16qmo2rAhxCPr7vDixVg7YKD8jSAgc9o0uHfvRsUKueHfzquuxv6HH1a3j2ZZmvqWNd0X0JR+8AEOff45ihYsQPHC2GT+PNXVKPvRlyUufOAB2DIygjwiNpSifjEpCVmnnqq77+Dzz+Mfqz5HTsVBjL34RJyyfgmS3FWAJOG2E3vioWk9INXWwvg+oAQzypprbo+k63mlLYBXLlTaC1a+N/OVZBex/7HHseX0M9C+dFfAn2HrmWfpa+tuvQWAeeZ5ynu+bIfLXYkku6g2Ntb2gwLkAukyR7LfPgC5GaoSHJrNcjTe5rSJ+F9XfTnEhlGjsGGsf3YyyW4+gyzZYVMDH2WJnsuPDZxlMc7eN5sNqF3/LpygCgB6F/nWZfznsddBytTX6Yne1yUny4WTRkQ2uUc5ZxR2m4CPOozApKkPwOZ04sbhF+DVrschc+pU3XZJtdXqcyvPn+ywoeLvvzFk6ce6YnYAuGLU5diYJU8IyUoJXaJgLIAPxC76mrxqmbWiiBds/tkAMl2OOvXXKHbUoEYCQn8OiB8Xj5aHKUZ1ycW4Hi0ieqwkSdg8/eSA968/ZiS6r14V1fEpjixZgspV8r6ULI2jZSFqDx6Ep7ISYrL5xSAaRS+/rH7d6skn4GjVCqXv+T6JantFdfzyC8ufP5aSOvmGp2pLSrDzCl+vHHtuDtLHj/er5/OUlcFdVFSn5qa7rr8ehz+T+/ZkzTgDmVOOD/GI2Cu48w4AwMG331ZvO3391+oMuHNXfYbZf3+Chd3Go2pzT2yaNBm2nBwUHj8H//7fm2hWeRibMgtR/V0SUo8bp2aqAEN2KkARtkJp5Nlh32YUvSqvrde+dDc2ZxaaHnfF775auK7L/1DPfbOJJfYc31I8Do8bTruoTrn/ccMB7D7oG/o9ffLtAa+kqUl2NTg0Dv/JXOv3xwAAIABJREFUt/lnXDwe4NoRF+EW999I/9k3XO2srdEVYyc7RNPXKNluU2cBKpmwgW0Dt3kx1lDVmryHl1bUoMabQTdbpsZM1xJ5eH9Py07YkZ7n1+VGCQjrUkb60Gn98P4fO3HHx/J7mzYwtokClud2xvLczrh7/vHIPPEE7LxpLmr37EGXgzvQ8eAOAC18mSqHDVtOPgUjALwx2jdz8+Tj70K5JljODJKpEgV5VnygYMko0PCf2+JRCisxU9UAslIcuhMqnD+WkppDeKrddtzbPLzeTr2a98L7J71fxyO03iuzBuPsIf6p+WCOfPut321ZZ5yOdm96Z+hZWKy+4+JLAAAp/fqpt9lb5AMA3Hv9V3+PVsWff6LC23LA2bEjknv2QnKXLmj56KNwDRnit70VXdTrW4dPPkbr55/zu33nFVdixyWXombXLmw6aSoq/vobRQsWYO2Agdg4foJu4WgjyePRNdqsPXIERS8vUAMqQB/QNTTRFXhJHaW25ew1X2LTJHkGV+2BAxj3ynz0LtqMVmUHMHLXn9jjXVJICSxOHxj+2ocAkHdwLxZ+fifOfvVO9baM6jL03r8BI3auwBlrF+HdLW9iTe8+WN2tu7pN1xXLdR8m7GZjaABEb0bQ4amF0yaq2z329QY8+q08RPRs36mQgsxMTE+2q5lYY6E64J+pcthESJKEv3I6ovia25Dcq5d638tf3oOHvn1cHWoVIOj6VCmSHaLa0dxVU4GKlSuDThoyDveZXdhLK2rUD8zhZqqmbP4JAPDhefNM7zc79nBlpzp13f21gbEx0EwdNgxdvlkCySEHRU988wjyd21Eq0N7MO/nl9G6zNcJPq+8BADQ+sUXdAEVIC8bFIjyexS9y9+EEmj4L5I1LesbM1UNoFmqEwc1aeJwTo/Dbjnd+muYGZPRrUejY1bggtR4H0hyFxej9IMPdLfl33oLms2YoWuyWHukDLY08wVVw6UtpG678D/q144Wcm3L4UWL0Hz2bL/H1ZV7/35sPfMsAECb/7yC1MGD1fsyJoxHxoTx8FRVwb3/AGoP7NcVPTcmSR07IqljgLXBlizBxh9+gFRdjS2n6Js7Hl68GBmTJvk9pnrbNmw++RR4Dh9Gs5kzcOjTz9T1ELVcAwda8wNYwK5ZJzBt1Ci8v+kIXu92HJ775VnYS0vC3s/Bd97BwXffw5p770VSa3mY5aLRHf3W/0u2y+8PQ5N7oPfG73EwKQ3D3/cfcj15wzfIMSxnon0fajZzpl8rikAtUDp89BE2jBoFR62cqVI6kncr3oIuB+XZrJ+0OTroz5eaZFdn9JoFVcYGnw6bgEPeZa5SnHYU3HUndl17LarWb0B21WFkVx3GJx9ch92ubBSUF+ONOXciyS2iRrTDI8hjT0l2m3px7vTMfGxZ8SsczywMeIzhdFg/XOlWC9jDakzp3actOxtwyMGIMVZTYopAe+uWnx7gHn/awDhgsFbrCwZnLrgNSuXasNd8Qd8tvyyQ95eTC0D/N2i2DqMixWlDWXVt1M0/4xkzVTHUp5V5UaacqdIWqoeuqWqfI19YpTDPr5KqEkhuN3bdfDOqNm8O70FxZMspp+qyD+3eehPNZshT10WXCwV3y+ubFb34QtTPVbla7p6ef+stEBy+NwRlaZZ99z8AT2XwZnbh8FRVYd3QYVh/zEhINTVInzhRF1BpiUlJcLZqiZR+/ZDUObzZNPEq6/TTAQAF996LgrvvhpAiZ28CZaR2XnkVDhuWyanavBkbx0+A57A8bb/k9f/zC6hcgwej9XPPqg1I40H22Wcj94or0O6d/6L1s8/gwQEzsDs1B5V95cBvf4r3PUIUkTpsGFo+Iq+L923Lfrr97J57MyqWLUP5kq/VjM71E7thxa3jddulO9Px9pS3Mfulnbho5fu48TfzGjZjQGUkpqX53RZoNq/yocbhqZHrRb2bPfC/pwAAb3Q5FjUBeiMpXA4blBhEycgN1jRINstUdciVn3dg22ZI7tYN7d/3z8wXlMt1l2e8MA93//g83v14Lk5dvwSFR/aj+46/1O3SVvwq73fHNhy1bx0+e/8aZFbpu9EbgySzoCmcWWna4Mzllt9Xms+ZowYZxuAtWPbs17nj8O7F/o0/A9H+DgPtVohgaM2WleV3W7CJScrzhxsoBWqpEM8YVMVQUoA+TRkpjgAtFQJr7W3uF67iymJU/v03Sv/7jq5DdmNRs8tXSNv6+eeR0qeP7v7ME08AAFStjn45mSNLlgCCgPSJE3W3K032AGDztOlRP8+Bp59GbYkvO1Fw151Btk4cBbffhu5rViNr2lRknTwdXZf+DNdQ/RBn3vXXo9M3vqaHOy68SJ3dWbVhA7afLzc9VQJd3f7n34uUfv3Q8sEHkDZyZAx/ksgJNhtyLrwAKYb1Gg+fOQfP9joRs467Ef889jp0/uF7tHnpRWRMnIAX73wD8wedhZXeBpkZU6aoj9t773xUrl6N8j/MlyypWPkXcj/8GdVr9EvKbEvLwx9j/Zd7KXr5XSTdOR/pkyaixU03odvKP9Hi5puRc9GFftsGGv4TvL3THJ5apCfbIQoCsioPwyZ58GN+T7zSwz/rqBjXXf59iqKgBhMpDhu+u3YMnj3bt7xQsjGosot48ZxB+PrqUepSYILNhk6LF6Hr78vwxLl3Y3Gr/rrH9CzegiSPG7NWfYoXF92HM/77ENqX7oLo8WVmbNu24LR1cs1bp4P6nnF+NVUmQVVVGEHV7R/56kCV9RTtzbPVzJGxqiFYAJKbnqSbtBCI0mpB+zqa1ZkBwM7bHsbXhtcuEFsz/6AqLUhQpXwgsInhTbyxh1N4FWc4/BdDxjcC7e2C6ey/wO77K3RGRruXDGcGpCDTTgUL1hmMFe2SEx0++tA0UyM4HEg79lgcWbwYNXv3qUN1AfcpSSj/+Wek9OsHMUVf51L6wQdwDTka9mb6ejXBZkP7Dz/A5hNPQnWU2T73gQMoesbXrK/NggWwmWQDmgLB6UTh/PtQsvA/yJgyBfYWLdTXvuNXX2LnFVei8u+/ceijj7Dr+hvUx2XPnoUW116LqvXrsemEE5E5bRoKbr8NgtOJLMPspXgn5Ofj/U5yALgjPU937ilvB3cPPhvNKw5h8fxZqPjjD9TslDv8KwF+s7POQvM5s+HIl2v/KlauxJZTT/N7rr/O/hce3ZWEE04YiplP3Yna0lJ1dt+Iod0BdAdO9fXYyj7rTNNjtosCnDYRJ/UrxNvLNAGH3Q4PBDhq3epMw7wK+cPD3hHjMbh1Nn7ZbD5T9+mzBqi1R8rP7bCJaNPcpQtijEOPDpuA3PQktQhfvb2lXEC9LysfnwyciWN3BG9A+9SSh/BpX9+HKcd/noeSIzxm559YltdVHX/TzvYrq3KbZqqqTBqJGu30Fu/3PLAJD3wvZ/NS+vaF+JucPTReDwIFP5H4+ppR8HgASXOVCJQBK+/eB/cPnIlvWvXDrD1L0W7L3+p9rkGDcOiP5bC75fIVbTPiwe3l33M461raRCGsQnUrfvb6xkxVDBkXKNWKtE/VD/vlT6ZbHY6AzRAqvfscW9kBV3Q9H5LSHTyGXdNjQclKtLhlXtChL0+53Ll3w6hRIfdZ9uOP2HbeLOzR9IQCgKpNm+Hetw9pAfaR3KULUrwL8lasDH8JIKPNp/im17uGDkHqkOA1JonO0SIPeddcg+Ru3XQBhbN1a+TfdhsA6AIqAEjp0xcAkNS5M7qvWY3Ce+9RsySNjUPzN9khR18zp1z4SpPSsSmrJQS7HZ0WL0LqMfo18EpefRUbRo/Bruuvx4bjxvsFVKubtcVtR5+Hv3qNwI70POSkyQGILTMTST26I++aqyM6ZkEQsOqOCbj/1L5+t9eINjg8brjeXghh00b0OiC3CTh7ygB0D1Lz47CJyEiWhwaVYEIdIgpyQQ3VWFgJeJSlbT45bx5W5HTEhmz/CR+TV3zudxsATNj2C47a72sGrM1M9bz1C2wv9m+cHE6mStHPu+8Xek6Bs1079W3a2KpBeRmimZeTZLchxWlDsuaaFKhGTglmf83vgTdPvw5fdB+Dv5q3x9ITZ6Pg3nvx/vw3cOuQWVg9Ts58nty/FQa0bYaFswdj2c3jYBMFvH/JcHx4aeAVQGyiGFZdr00QrJyPVC+YqbKQcemUQKunA/oiwUHtvbUDYWaP7sjJxl0H9J/8ygQBQ9q1hsMt4cKH12H7w6MgpstvZhUBhgrikaeyUu035DAZ6tEqvOsubDh2HIDgyx5I1dXYPltevqf0nXeROmQoMqYcD0EQUPzyyxCSk5HhnX1lxt5cnja+5dTT0PLxx5ChWd8ulEOffYYDTz8D9x45zS+kpKCtppUC+Uvu6d8t3zVkCFyDBzXA0cSGdijtk8sNCwZr3gbmT/ctI1R433zsvPxfKP/tNzg7dUT1BrnrfukHH/rtv+3C/2DSO/vQp1UmLhjVEZsOlOGU/r6FpTt4l5+J/LjN39OqbQ4Ulh3A4SceB/A4lJX47K3bwn5gn9/2H106AocMa7YpAUmgYcb0ZDsOe4vTQ60bqgRA546fi+EtnEjr2AFPjLgIvZOqMHPxS+h3YKPfY8TMTHhKS3W3tS/dhT/yugDwH/77bt1+3fcOmxAwqBIE/6Co/aHdOJCciXc6j8aD8H3QNibAopn9Z6QNVDMCDNNpy1YkCXhj0MnYc6gSF47qCGerlrD/eQi/5PdAv5Hy8PSDp/mC7KQ0OWjr19p/WFDLJoQ3/BdupircZW/qQ+NKYcQ5Yzo4UE0V4Pv00aMgA/3bhNcmQfGbyQzAYkFEq/0S8jS1u0pRL4CANRhWqT10yJL1+LbM9HVJDlWg7WjZEgV3y5mnNd17oHqbfiaUp7wc+x54APse1C9psevaa7Fp0mSUvP02Dr79NpK6dAk6fJhz8UXq1zsvuxwAULl6NfbccYc6JBPIziuvQtW6derP0+X7/wXdngBBFNFl6c/ImDwZrZ5+Cl1/X4a2C172G55tjAa2bYb8jGS1ViQvPcmvB5N2+KdzC98QsT07G21fXYjua1aj48cfo9vffyGQlIEDsebOiXjnomEozErBwtlHB+0fFK2UFrkYfNB/iNyWkaYGE8M6Nldv790qE8M75ei2VQKhAQF6Rf10o6+xZ6igaoy3K31pUhqKs/PVgEXMa4EbR1yE40+8D19e+SAOO3ylAO29i4trTd/4nRoNGTNIv23Vz960iQJWbPefjQr4Z9aO2bkcw3f/hZxKXxDn60elfx5fsGBtyiYjwCy9CT3z0TkvTX3GknJ5bCTf20hUCXrrEsOM7JIDp03EecPbh/V4mxDeLMF4ymYxU2WhGk0N00vnDsQXfwXub6RE4HVZdPiQkic+4VFg8R1AeRFqfk/DQ2sCj+dvnTETHT79FNsvuhC29AyIndugbK8TqS2i76yurdFo+dCDyJgcOOsTStWq1QCANgte1q1HF0jm1Knq+mSlH3+M3IsvVu879OmnKHrBt15e2/97HQffeAOlH3yI6i1bsGee3Ck61BT85K5dUXj//dh17bUA5KG8yr/kC1r11m1oE2AGojHgav/+exBs1q3fmMhsmZlo+ZD/+m6N3X8vkmdqLfdefM3aB2ivD8FKCASbDQV33wVPWRnSxh4LW1YmPGVlqNm1C4IgBKzpjIWMVoUo36H/UPPvATPwgCCo/ZzGdsvDCX0L0SxAcPfAqX2xbu9htG3uGw69Z1pvdPTO8ktL8l2uHAGyWYp/HdsZJ/QtwLiHvsP5Izvgq1Vytizb+9we0Yay1u1x5sRbcVbFWpx7eBUcLVvC+d5nOPvJb7ArLRefvX8NmlceQteSbVib3RZ7D+mXrlluCKCC9V1y2kRdFmvwntXq10qArdQ4GQvgIy0r+s+swabnlVGgWXqiKOD8kR1w7X//hCT5uuK38C535FTew+oQyBRkpmDd3fLEhT93lobYGmFP6PJIEsIbUIw9BlUWqnH7zrK2zVNhC/KHr3wqCRSFz/qiFrmHgPtO9f/jqBAF1FYLOPD6/5DTugXetFWhoCQF+SGOb5M32KkBcN5ff2EbctB+4j5E2yu89KOP1a93XnU1UkeMqPMSIfb8fKT06YNUkwaYZgSbDTmXXYoDjz+BA489juyzzoLgdMpNCw3NBlP69EFy167InDoV286bpd6ed9WVxt36yTxBXotvz623qgEVAJT98AM85eVyywVJgmC3w5aZibKff8a2c8/zPf6UkxlQkUoZ0jELfLSfukN96Mo6Wb/igC0tDY4Wka1cYAV7nn6tyKUtumNJ6wGwiYLaCyrJYcOMwYGb2LbPSVVbxyhmHm2+faihHlEU0CkvXV3P79OV8vB7dqqvsF0UBNTY7FjRYzjaXnyd+nPsStP/LG0P7cHa7NAf8IK1PnDYRcAbk7lqKjBu+zLdsco/k/y9MahSMkPhtL0CgJFdwlu3M1jAroy65Kb5Xq88b1CllLXUpQGn9jUKJwQKd0ivVpLiJpjh8J+FlEUerxnfBR1z04JOBw316WPi7xIGbDA/aSUAB1alo/iTH7HuuYP4fncW8vfqf5UtbjHvzmu059cseIJ0sFafs7YWu+fNw/ZLL8X2Cy9C7ZEySB4P3CUlugWBAWDHJZdGPBQoeTxYd8wxcO/ZA0frVqEfoJF7ySXq1+sGH6021nQXF6m351x2KQSbDaLLhdShQ9H+Q7mxaMqAARDs4f05Zk49yfT2tf0HYP2w4Vg/fATWHT0EW86YoQuoWsy7Gfk33RTRz0SJrdI7Syw1yf/c02eqGsdbtFr/KAhIvflW3DFEPv9FUYDb+77oDJFdiiUlUElL0i5ELf9vNyzdojjibaR65fK3/da6M6M8tG+rTAzv1Fx3nzr8J0m48ydfZvvZXieqAXaglgpKcXk4PbCssrtUnuTUsplveFTJMCrnZF2WitFO0Apr+C/smqqIDyVmGsdfbCOhnGTKLBt7GLPu9KdMeGdG120Sitd6P9F5gMs+1p/chy4/A9kzZ6LDp5+g1VNPIalLl4D7qihyYm2fvqjZuw+e6mpsmjYdB9+Ri1hrS0ux419XYOOUKVjTsxcOvv1fHFm0GEe++QbrBg7Emh49dSvZ51x2KQCg/NdfsX327IgaZlZv2Yra/QcAAK4BA0Js7a/188+rX1f+/Tc2n3469j/4EADAUViItNGjddsnd+mCwvv/jZYPPhD2c4hJSei+ZjVaPvIIXIMHAwGCsYrly3XfN5sxA6Irsj5jlNiUUoHsVP/Zi9oPJMGyCfHE5p3MIaalIeWkaXLXcsiBghLQhPN+GCtDOsiTgWo06R7lAq/98Ku9iJ87fq769enrFod8DuWxJ/QtVHtHKYGDwy5AkDwYsetP9Cjeqj7m/U4j1ccpGStjSwWl5q4yzGVvrFDlfa52mqFYJWuq/F+XTJXZ4t/BhFukH05bovoSLxmzhKAM/ylFlIFmsYTy4aJiVCLw8Nltr3sQLHlaO0xu3JbUoQOSOnRA+tgx8FRXY93goyEFCHQ2jBqFdm+/harVq7F77lzsnjvXdLtAmv/zn8i58EJkTJiATVNOQNmPP2H9MSOR3KMHCm6/Dc527fTHeOgQanbuhKOwEJumTYN71255PxdcgPSxYyN6bgBI7qVvrli54k8AgLNDB3T45GPTNHLmCSdE/DwAkDFxAjImToCnrAyVa9di60y5r4+jbRvUbN2mPm/zOXOQPu5Yv4WDiY5u3xyXjumE84a387tPe2GvS81lQ1A+NIipqbosvE0U1ECmru+HVjhlQGtU10oY1TlXXdpHCapsAYKqMqcvS1Mo6mcqmlGDI0FQM1OpTjuOVLmRJACffnCdbvsv2wzSPU4d/jMECEqAFtayN2G4dkJX7D9cFXSbS8Z2QkaKA1OPaomr314BwJdtU65vNUH6IAainc0Xbp+qcOIli14aSzCospAy/Ke8edR1Nlzlr5qASpLgdANDV0v4Xy8BniBn4nXn2dBmv4R/mMxkE51OtH7mad2wVHrrChze7nvj2H7hRX6PC0fWaach7+qrAMiL2SZ17YqqtWvhOXwY5UuXYteNN6Htwv9AsNtRtWkTihe8goNvyTNtWj/7jBpQAUDuvy6v0zHYmzVDh48/gi07G+uH+fqjpE8YH7OptmJqKlz9+6PNyy+h6KWX0eqJx1G+dCnElBS4BiXO9H+ynk0UcM0E8+V05k3pgQ+WyysKNGQgEgk1qHK59HUzAtThv1Az9mLJJgo4e0hbdQFl5TZAPyRlzIy83nUcZq5dhLYpod/Lh25Zhi1wwVHdQS2kT02y4UiVG2PWfKfbduqUe1Bll7OUaqF6gOG/cIrOI3HJmNALjmckO/y2U35/zgiCKpso6GrEtKdzeLP/Qm8DMFMVczW1HixatRelFTXqgJryu1F+kWrqUftLVrcRTB9j9njtfco4tHLSBftkoR5XiDOrRQnQa6uECz73IK1SxCfaa3WyA91m2bHmKblD75Z8AVvyBcwSzX+tqUOGoNPiRahYtQqpSZtg+/o6rH7DF1TVFhWZPs6el4e8q6+CmJaGpC5dUPTii8g+80xsOuFEtH72Gb/Gma2ffgobxvqmP1f88QfW9OqNNgsWYNu55+q23X6BbzmMlo8/FlVWJ6mT/CbQZenPOLxkCWp27ETz8/8Z4lHRSx06FKlDhwJA3C2TQo1PTloSrhzXBQ8vWue35l28El0p3v9dumyETfAVqodbHxPMo2f0w6pdwdctDCbFYcPwTs1x1tFtsXG/vLaf9rCMQ5QLu0/E7LYiChYtRtfMgQEL1kXJg4u/f0X+5vunUXz29ciucCInsxnEsgOY/sObuu2VgArwZW+UhYiNv3Org6q6ctj1IzDhBFVOm4gK7TJAmsA6nOG/sPtU1V+5WUgJGVQ9uWQDHlm0PvSGMZLjXTrBHfGYs//2jz9biw+Plk+sXlskdNrl2+Y/l7fFvUf8+yQ5xMD9aBwtW8pLOSxbAABwHdUH1Xv3Q3Q4Ub11q9/2ORdfjNzLL9PdVuDteN1t1d+mQZCjsBBtX12Iml27sOu669XbjQGVIqlbN+TfegtS+vUzvT9StszMRrdsCZHWv8Z1xr/GxfdC2i0yNEvEKENpGRm6bI9N9LVUCNUGIRwn9WuJk/q1rPPjBUHAa3PkmcVPfbMBgCFTZXKMzc86CxVffolHvnscs8dd7zc7EJKETwxDe+MX3ofxANyiDXZNUFEt2nHh2Gt02yqv16wR7eWM2lB94BbO2n71Qfn9+Yb/Ql/fHDYBFZqRU10mMJzhvyBJB20WjJmqGJtzTAfsKa3EyC656N+mmbrsg/K6Ky+/Mjxn/H34tpNMbjM81nB/skNEq2ZyKjzY7Ahl+3DeZk5c6m2Kt9F3PPdPF5GWnQwc9uCa2TaUafoi2ANkqswOoM3TDwKZLeHeuxcbRo+BmJ6OjMmTkX3WmajZswdphqUxtIJllZTeT/sfeVS3OLKRmJGBDu+/F/p4iShu/HLTsbqmpcrwX+rwYYbhP0H9cNmQhepmlKWCtBdks8LoZM1s5BcX3YcZE2/FwWTv0juShIH7Ai/qrg2o7u8/A9+06gePqM88Ka+XwyZizjEd/J8/yMoc0eqYm4risvB6FSqvVyTDf067DYBvyFVfqB6aTQzc/NNh8wVVxjq0hpSQQVVakh3zT+7T0IcRVqbKLHB3ZNegpjhwtmlHc+D3TgJGCwIgebAtT3/WBctU+cjHJog2QBDgyM9H9zWrdVuE6mgejg4ff4SavXtRW1KiFnS7Bg6Ep7oaLR96EM5WkbVPIKKGp/QsUqQOGYK2r72KlP791dpSxT3TeuPhReswpIO+zUBDS/YGhdoyDbMhSrthuawLV36AJ/pOR+vD+3Dbzy8ho0Zut7AjuyVaFQdeYWF5bie/gCrQc2rFcvmVxVePDntbZSgukuG/ucd3w5VvrvDbB+CfhUqyi37L/ARb+89pE1FZI2/PTFUTEbSmKshJkDf+AHa+UYA/OgjotkNCiuGDxLWzbai1CXIH2YNbgWb6BnmRZKrqtNZABESXC0nt2wPt26PzTz8mxFIjRORPaYVizPa0ae7Cw6dbM7RvJaV2SRscmAU4gs2G7x54HQNvOA8udxV6H9iIFxbdh8zqMt12z46/CPv2HcSzX/vatPx2zFRUb9qEXSMmorgq0/Q4rKg1q09KxjGc4b9pR7XCtKNa4co3l+O9P3bqslPGS8/V47tAFATc9Ynvw33QRbUNaxTGC0vyioIgTBQEYa0gCBsEQbgh9COahnAieaVYb8bg1uiSL6+3ZBOAs66xYf6pIp6bqP8VLThWRK3Nf9aKVlhBlV8Jf+wxoCJKfI0lSFAKwLXBQaBDl9IzcN2Ii1HqTEV21WG/gAoAilOzsS0jH5vvfhLbRkzEqZPvwIrxZ+DB4edhT5e+JnuVhfN62UUBk3qFWjOjfjjt4WeqgjFevuyiiO4F+lZCwV4a7WzSeMpURR1UCYJgA/AkgEkAegCYIQiC/zLzTVCw4T/jPfdO74NpR8kFmCKAaocASRTwQ0/9r2iHZg3SL0r+xiaHfwAV1vBfPWWqiKhpieVwlZWUTJVbExwEOnabIGBjVkucMfl2bMoo0N139vibcdIJ96rvpTUdu2LDmZfgiNMFh02AXRSCFukHWgtRa8M9k/H0WZE3RY4FX6YqyqDK8IFeEPwvR8aAs2ehL+jSZqriqU+VFZmqwQA2SJK0SZKkagBvADBfz6OJMRv+O6pNFgCgmUueUts1P129TymMN/753XeK79dUY9ffe0rLAhiFl6lSNI43QCIiKynrLlaHMYylHYb6b+cxAIBKmwPXT7oOB1xZqLb5AiObKKjv74cq3LDbxKBNXJ+c2b9Ox99QlKVrpvQpjGo/xgBKgH+gZRyN0S4ppMtUxVFUZUVNVUsA2zXf7wBwtHEjQRDOB3A+ALRpE3hRzUTXkUN2AAAcXklEQVRinP333sXD0KWFHER1zU/HG+cPUYMsLcGQx1rWWcTKthJ6b5Vgr5WgDYRqTD5ZhVeorjwZgyoianp8w39hNLHUvE0uaXUUNnUZgK0VEnLTkwBDd3JRENC5hVzKsa24HMM6NsdRbZrhrd92mO7bWPQf73LSkrD6jolRz0o0ZgUFwX+mn1mmasX2gwD0QVUcjf5Zkqkyuyr7/YiSJD0nSdJASZIG5uaGt4p2Y6dd4RuQ11HSLqA6pEPzsNf2enWMiK25wPrC0EFQRMN/RERNUEokQZX24i4IgLfZqVN7Yff+LwoCOuXKQVWXFul4YmZ/zBjcJqxhvsYixWmLaJhX2VIyuU0hCv6ZKe33F47qiFtP8FUWabN/8dRSwYqgageA1prvWwEI3JioCbntxJ546DRfgWK43WEFk/Njc4GAa+fYUZlkUVDVAIXqRETxwldTZX5BvntaL7x9obxSgvG927cOnoCPLxuBf5/cR53RbRMFNEt14osrRuKuqb3Ux/w+7zicY2js2ZT5xWQmmSrtyz68k5yEUAJcpyZ9mFCF6gB+BdBZEIT2giA4AZwB4EML9tvopSbZMb2/rw9TqJiqrmsFGsVTSwUioniU5M10GPtqKcZ0zcOgdtkAgPRk/QdVJUvisIno1TITpw3y5RWU5FXX/HRdg1RBEDC0Yw5IZsxKCfD/iK9b7Nq7vV3TLFVh1bXTClEHVZIkuQFcCuALAKsBvCVJ0t/R7jcRBWu5rxVtmBNeWjZ+TkIiovqmlF5ku5ym92sv6OO6yw1AW2fLw35mF3ZFsPffWHZHb2xMElX+mSpDd37A95rrWyrE5BDrxJLfsCRJn0qS1EWSpI6SJN1txT4TUaigSrsszgUlpbE9GGaqiKgJy3Q58O+T++Dl8waZ3q8NqlxOOzbcPQn/9C4jo8zsdtj9a6rMlrpRGGto54xoX5dDTwj+s/8Ev4DUuI6k9n99S4X4iarYUb0eRRK/5NXWht4oKqypIqKmTTtsZ2QMjuw2UZ26r6w55zTpPxWsmadT0xLnsrGdcPX4rhEdb2Ix6VNl2EL7Wipf+mqqtC0VYnKAdcKgqh6FO/xXL5ipIiIKyGxikfJR9Kg2zVCYlYIbJnXzf1yQ91TtotLxlF0J5p2LhgVtXhoWk4cbX15RMGuzoLnfkKlyxGmhOoOqehRqOQIriu3e27E76n0QETV1dpP3a6V2J9kh4qVz9cOGytt3sLd57TUgnuqAghnQNjbLi/kFUBD8XjtttlAJVpXb4nX4j1Vz9SjcJbHkWRB1O0kyPeEOG3L4j4goELMPwcoHX2Pn71CPU8Rrw8pYG9NVLvTvoVnbz+9VEvxfV7PZfzaTSQLxFKAyU1WPQs3Km955OkZ8MhfhtQM1J4Z7cnH4j4goIPOgSv7fLG5SJhoF60eYZI/PNgCxdkLfQhzbPQ8upy/kMF2mJujsP/l/u80sqIqf15KZqjiS68pFz+qaqHJH4f9CmakiIjJqniq3WDCbxad07g4WOAWb/de2uUvtrB5PgUB90AZUgElQZbZMjeAfVJkN/8VTgMqgKk7VNdQJ+3HMVBER+Xn/kuG4/5Q+poGTEggFe9sMVqguCAIuGt0RQNMa/jPjX1MVekFlIFChuvXHV1cc/otTylI1k2uT8KmtKvjG2seFvSUzVURERq2zXWid7TK9zzf8F2RoMESqQlkeR5tpaYr81v4TzYb//B/na6ngK5TxxFFUxaAqziVHGPS4wm3YwUwVEVFElGGmcGf4mTl9UBvsO1ylZqyaKvPZf6GvR2qmys5MFUVAOV2kCIKeUw8dRuTroDOoIiIKh3LxDjb7L1Rg4LSLTbzppyycZWrMhkjtZs0/42gstWnnH+OYGlQF+eO9p8Op6td3tJqEG4tKIniG+DkJiYgaA0+QTFWwoUHyZ/Y6GW/RxkpKIKvUurFPFdVNgD/Q2/YXYVhmZ/X7ac16R5al4vAfEVFEfG+bdetTRT7hzP4zC5aM/ark7Sw/vDrj8F+cC3SuiABSbUlhbBlqz3wDICJrdc5LQ3py4l5eggVOwVoqkI/f8B/8g1Wzq9qWojIAQKtmvskEzFRR2ALVVPWvrEKSoHnTivSkUmMqvgEQkbW+umoU3r14eEMfhuXmHNMeZwxqjVkj2gfchm+pYfJb+8+/Us0sWBrWMcf7f3PMn94bAPtUURgEk6/65PbBynNWYqWzN9q63RAE7a+PmSoiolhKT3Zg/sl9kJYUOAvHoCo8xpoqwWRB5fbNU/Hw6f1wfJ8CdGmRBgD49yl98Pu84+CwiehZmAkACHfSe31I3PxsY2QWbQuCGv84Rad1z6WsEch3ACKiqMVTtqQxMB3+837dtrkL3147BgDQLNWJJ2f2V7dLdtiQ7O31pVy+OPxHIZmFOk5bkKAq0pPq2/lBnomIiCIRP5f1xsGvT5UQ+fiJku1iUEVh07ZU8AVVZidQHU8qZqqIiKie+V96BM0yQOFdl5QJA/E0+49BVTzRRNvqKaU5ufJS8vTba0+8OIrUiYiaqnADgqbOOIFSEDQtKyLcRzxlqlhTFee0maoL+l7gd/+jYx5FujMd2L6ibk/ANwAioqgN7dgc7/6+E2lOXlbDY7Z4cugFq7UKs1Kw4LxB6FGYYfGx1R1/+3FKgH9zzjyXIVMlSRjbZqz89bbl9XRkRERkdO/03rh0TCdkuiJfLKwp8mv+Cc0yQGFGValJdozumhd6w3rEoCrOSYVHAdsX6288/iHA1RzoPL6OO42fVCkRUSJIstvQITetoQ+j0TBb+y/S4b94xKAqrkh+X0r2JP/NMgqAk56I4mkYVBERUcMxn/0X2fBfPGJQVQ9emTUYe0orInpMxOdUJIFS1aFI905ERGQZv0J1CAmxKDWDqnowqktuPTxLBEHV5zfE7jCIiIhCcDlt+hsEoFWzFADARaM7NsARWYNBVZyTwg2WIslUHdlXt4MhIiKyQEayvqBfFASkJzuwZf7xDXRE1mCfqnhi1qcq7Fgpkjop1lQREVHDyUjRB1WNd8BPj0FVnIppTRUREVEDUtbvUzTiMiodBlVxLuzhv0iyTwzAiIgojggJkqtiUBVXTIb/wn6oJlByV1lyNERERPUhUTJVLFSPcxIkPDLmEWwu3RxyS9VdecBtpYE3TZSzl4iIGi2nXUS12wMgcS5LDKriVL9KOds0vdN0DGs5rIGPhoiIyFp/3z4B3eZ9jlqPlDDDfwyq4lRBbS1WHhSBcAMq1kkREVEj4rCJsImCHFQlRkzFmqq44hcYRXKWsVCdiIgapwSJqRhUJQwGSkRE1EgZ1wJsrBhUJQwGVURE1DglSEzFoCquRXKWGTNVzFwREVG8UxdRbtjDsAqDqrgSTSAUQVCVKB8JiIgoQSTGdYlBVaLwC6KYqSIiosYhUT7rM6iKa1GcZRz+IyKiRiJBYioGVXHFGAhFFLpHkKliwEVERHGEs/8ovvjFVEECpxY95f8n3BOzwyEiIgpXYoRUDKoSSASZqmbt5P97nxqrgyEiIgpJ8l6rRGaqKPZi3VIhMU5iIiJq3BIkpmJQFV+srHVi3RQREVF9YlCVMCLIVCn3JcpHAyIiatQS5XLEoCqeRdNRPWimSrkvQc5iIiJq1IQEuR4xqEoYzFQREVHjlCiXIwZV8SSa/lF1ylQRERE1HOXSxdl/VA+iaf4ZbFNmqoiIKH4kyuWIQVWiYEsFIiJqpBLlasSgKmFx+I+IiBoHZqooBixc+4+F6kRE1GgkxvWIQVWiYEsFIiJqpBLlMz6DqoTBTBURETUuypWKs//Ien6BUDTNP4NuHPn+iYiIYiRRrkYMqhIGM1VERNS4KFehRLkcMahKFOHWVFWXA4tu9X6TIGcxERE1alymhmIvFrP/juyp8+EQERHFAjNVFANR1FT1OiXEvpSbNbcnyllMREQUBxhUJYrCfvrvA2WqdLczqCIiooajzv4TE+N6xKAqYQUqVGemioiI4kuiXI0YVMWzWAQ9kkf7BNbvn4iIKEKJ8hmfQVU8iajXVB33xZoqIiKKM5z9R3EuUFDFTBUREcWXRPmMH1VQJQjCqYIg/C0IgkcQhIFWHRQpojjLFt0GeGpN7rAwG0ZERGSBBImpos5U/QVgOoDvLDgWsjLg+fNNYOPXJk+hyVQlykcDIiJqlCRvSYqQINcjezQPliRpNZA4L0bCMaurYksFIiKKM4kSRtRbTZUgCOcLgvCbIAi/7d+/v76etnGL9iQTTH69zFQREVGcSZSrUchMlSAIiwDkm9w1V5KkD8J9IkmSngPwHAAMHDiQhT31wTRo4uw/IiKKL4ky4hUyqJIkaVx9HAjB2pYKQOhMFRERURxIjJCKLRXiXJSnmWlQFd0uiYiIrJYgiaqoWypMEwRhB4ChAD4RBOELaw6LAER/ljFTRUREcUz5nN9khv+CkSTpPQDvWXQsZDWzoIqpKiIiijMJElNx+C++sKaKiIiangSJqRhUxbcoTzPR5n+b1cXwREREUUqU4T8GVYkkOTP0NsxUERFRnEmMkIpBVXyJNos0Z3EY+2OmioiI4kuCJKoYVMW1SM+ynM76782yUsxUERFRnFA++4sJElUxqEpoodb+IyIiIqswqEpkzFQREVEjkCCJKgZV8S3Ks8wsgCraEN0+iYiILKIEU0KClKozqIpn0YbuZkN9n14T3T6JiIgsxkwVxT8O9RERUSOQIDEVg6qExqCKiIjiGGf/Uez4DddFe5Jxph8REcWvVs1SGvoQLBXVgsoU59g+gYiI4th/LxyG5dtLIIqJkaliUJXIOPxHRERxLD8zGRMzCxr6MCzD4b+4YsgsxWL2HxEREcUEg6pExkwVERFRvWFQlcgYVBEREdUbBlVxjbP/iIiIGgsGVfHE6hooZqqIiIjqDYOqRMagioiIqN4wqIpnsZz9N+Kq6PZNREREOgyq4lq0QVWQTNWAc6PbNxEREekwqIorFtdUVZcFvk+0WftcRERETRyDqkRWURL4PoFBFRERkZUYVMWzaGuqggVVIlcoIiIishKDqkQWNKhipoqIiMhKDKriidV9qoIO//FXT0REZCVeWeNaLIf/mKkiIiKyEoOqRFZxMPB9LFQnIiKyFIOqeLJ7ubX7Y6aKiIio3jCoiifGZp3Rzv47tAPY8oPv+8pSzb4ZVBEREVmJQVWiWzDZ9/X8Nr6vmakiIiKyFIOqeOK3rEyUmapgos2CERERkQ6DqnhidUsFIiIiqjdsqx1XYhRUuauBw7t834+ZG5vnISIiasIYVMUTY6bKqiG6j68Elr+q3bE1+yUiIiIVh//iiV9NlUU2LNJ/z5iKiIjIcgyq4kqsaqqM+2VURUREZDUGVfEkVoXqVve/IiIiIj8MquKJlcN/A87T7JeZKiIiolhjUBXPosko9T1D802MCuCJiIhIxaAqnlgx/OdMk/8XHUH2y6CKiIjIamypEFcsCH6uWS8PIxZtCLxfZqqIiIgsx6AqnlhRU+V0yf/bNJkqTz0uf0NERNREcfgvnlg5+0/Q/GqlWsN9DKqIiIisxqAqrlg4TCfYfF97ao131n2/REREZIpBVTyxsqWCqAmqmKkiIiKKOQZV8cTS4T9N4MRMFRERUcwxqIorFrY+EJipIiIiqk8MquJJrArV/e+07nmIiIgIAIOq+BKrmiojZqqIiIgsx6Aqrlg5+4+ZKiIiovrEoCqeWDr8x0wVERFRfWJQFVfqq6aKiIiIrMYrbzyxcuFjMcivlpkqIiIiyzGoiifGoIo1VURERI0Gg6q4wpoqIiKixopBVTypr5YKzFQRERFZjkFVPLGypirY8F/QgIuIiIjqgkFVXKmn4T9nqnXPQ0RERAAYVMWX+lqmxplm3fMQERERAAZV8cVYU+VqXvd9BWupwEwVERGR5RhUxRVNpsqZDky+PzZP43DFZr9ERERNGIOqeKId/ht4HpCcEd3+jn/I/HbRHt1+iYiIyA+DqniiG/6zoL5q0Gzz27mEDRERkeWiuroKgnC/IAhrBEH4UxCE9wRByLLqwJomTSBlZdG6EVsqEBERWS7alMVXAHpJktQHwDoAN0Z/SE1YLAMpLWaqiIiILBfV1VWSpC8lSXJ7v/0ZQKvoD6kpq6dMFYMqIiIiy1l5dZ0F4LNAdwqCcL4gCL8JgvDb/v37LXzaBKINpKxcssaIQRUREZHlQl5dBUFYJAjCXyb/TtJsMxeAG8BrgfYjSdJzkiQNlCRpYG5urjVHn2g6jQOyO3q/YaaKiIioMQk5t16SpHHB7hcE4RwAUwAcK0n1VRSUoFr2BwafD3x+PTNVREREjUxUDYsEQZgI4HoAoyRJKrfmkJo4ZWaexx18Oyueg4iIiCwTbcriCQDpAL4SBGG5IAjPWHBMTZs9Sf7fXR2752CmioiIyHJRZaokSepk1YGQl80bVNVWxe45BGaqiIiIrMaURbyxO+X/3RYFVRkmXS6YqSIiIrIcr67xRs1UcfiPiIioMeHVNd5YnakSBP/bRP7aiYiIrMara7xxpnv/T43dczBTRUREZLmoCtUpBloPBsbfDfSdYdEOTTJVLFQnIiKyHIOqeCMIwLBLY/wczFQRERFZjVfXpohBFRERkeV4dW2K2FGdiIjIcgyqmiJmqoiIiCzHq2uiM6lTZ1BFRERkPV5dm5oeJ5n3riIiIqKoMKhKeIYAyuFqmMMgIiJKcAyqmhpJaugjICIiSkgMqhKd31AfgyoiIqJYYFBFREREZAEGVQnPkKni8B8REVFMMKhqchhUERERxQKDKiIiIiILMKhqajj8R0REFBMMqhIdZ/8RERHVCwZVTQ0zVURERDHBoIqIiIjIAgyqEh6H/4iIiOoDgyoiIiIiCzCoSnTdT9B/z5oqIiKimGBQleiOvQW4dpPmBgZVREREscCgKtGJNiC1eUMfBRERUcJjUNXUcPiPiIgoJhhUNTkMqoiIiGKBQVVTw0wVERFRTDCoamoYVBEREcUEg6qmRqpt6CMgIiJKSAyqmhoPgyoiIqJYYFDV1Eiehj4CIiKihMSgqqnh8B8REVFMMKhqajj8R0REFBMMqpoaDv8RERHFBIOqpoZBFRERUUwwqGpqOPxHREQUEwyqmhoWqhMREcUEg6qmhpkqIiKimGBQ1dQwU0VERBQTDKqaGq79R0REFBMMqpoaDv8RERHFBIOqpqb14IY+AiIiooTEoKqpmfxAQx8BERFRQmJQ1dTYnQ19BERERAmJQRURERGRBRhUEREREVmAQRURERGRBewNfQBUTybOB4o3NfRREBERJSwGVU3FkIsa+giIiIgSGof/iIiIiCzAoIqIiIjIAgyqiIiIiCzAoIqIiIjIAgyqiIiIiCzAoIqIiIjIAgyqiIiIiCzAoIqIiIjIAgyqiIiIiCzAoIqIiIjIAgyqiIiIiCzAoIqIiIjIAgyqiIiIiCzAoIqIiIjIAlEFVYIg3CkIwp+CICwXBOFLQRAKrTowIiIiosYk2kzV/ZIk9ZEkqR+AjwH8f3v3FivVVcdx/PsLtNxUDpfWSxEKCSGYxiA5MWgTYqWh0hpotQ8Yk2IbQ1p9EPvQlJDU9MHEGh+IiZE0EFObCEWibVPjhd6ML6U5lEtBIBwKLdhyUSyNmqjVvw/rTzrBc5mZPT37zDm/TzLZa629z8zev7Nnz5q198481IF1MjMzM+s6lTpVEfFOQ3UaENVWx8zMzKw7Taz6BJK+C9wFXAJuGmK59cB6gLlz51Z9WTMzM7NRRRFDDy5Jehb4yACzNkXEUw3LbQQmR8R3hnvR3t7e6Ovra3VdzczMzEacpL0R0TvccsOOVEXEzU2+5s+AXwHDdqrMzMzMxpqqd/8tbKiuBo5WWx0zMzOz7lT1mqrvSVoE/Bd4Hbi3+iqZmZmZdZ9KnaqI+HKnVsTMzMysmw17ofr78qLSBcrIVitmA39+H1ZnvHB+1TnDapxfdc6wGudX3XjNcF5EXDPcQrV0qtohqa+ZK+9tYM6vOmdYjfOrzhlW4/yqc4ZD82//mZmZmXWAO1VmZmZmHdBNnapH616BLuf8qnOG1Ti/6pxhNc6vOmc4hK65psrMzMxsNOumkSozMzOzUcudKjMzM7MOqK1TJWmypJclHZB0WNLD2T5f0h5JxyU9IenqbJ+U9f6cf33Dc23M9mOSbqlni+ohaYKkfZKeybrza4GkU5JelbRfUl+2zZS0OzPcLWlGtkvSDzOrg5KWNjzPulz+uKR1dW1PHST1SNol6aikI5I+4wybI2lR7nuXH+9I2uD8mifp2/kZckjS9vxs8XGwBZK+lfkdlrQh27wPtiMiankAAj6Q5auAPcAyYCewNtu3APdl+RvAliyvBZ7I8ieAA8AkYD5wAphQ13bVkOP9lB+zfibrzq+1/E4Bs69o+z7wYJYfBB7J8q3Ar3PfXQbsyfaZwGs5nZHlGXVv2whm+Bjw9SxfDfQ4w7ZynACcBeY5v6Yzuw44CUzJ+k7gaz4OtpThDcAhYCrlV1aeBRZ6H2zvUdtIVRR/y+pV+Qjg88CubH8MuD3La7JOzl8hSdm+IyL+GREngX7g0yOwCbWTNAe4DdiadeH8OqExqysz/Gnuuy8BPZI+CtwC7I6IixHxV2A38IWRXuk6SPoQsBzYBhAR/4qIt3GG7VgBnIiI13F+rZgITJE0kdIxeAsfB1uxGHgpIv4REe8CvwfuwPtgW2q9pkrl1NV+4DzlH3ACeDv/sQBnKN9EyOlpgJx/CZjV2D7A34x1m4EHKD9oDSUP59eaAH4naa+k9dn24Yh4CyCn12b7YFmN5wwXABeAn6icht4qaRrOsB1rge1Zdn5NiIg/AT8A3qB0pi4Be/FxsBWHgOWSZkmaShmJ+jjeB9tSa6cqIv4TEUuAOZRvBYsHWiynGmTeYO1jmqQvAucjYm9j8wCLOr+h3RgRS4FVwDclLR9iWWf4/yYCS4EfR8SngL9TThUMxhkOIK/5WQ38fLhFB2gbt/nldT5rKKfsPgZMo7yXr+Tj4CAi4gjwCGVg4zeU06DvDvEnznAIo+Luvzxd8CLl/GxPDuNC6Wy9meUzlN4zOX86cLGxfYC/GctuBFZLOgXsoAx3b8b5tSQi3szpeeCXlM79uRzOJqfnc/HBshrPGZ4BzkTEnqzvonSynGFrVgGvRMS5rDu/5twMnIyICxHxb+AXwGfxcbAlEbEtIpZGxHJKHsfxPtiWOu/+u0ZST5anUN4cR4AXgDtzsXXAU1l+Ouvk/OcjIrJ9bd7VMZ9ygd3LI7MV9YmIjRExJyKup5w2eD4ivorza5qkaZI+eLkMrKQMhTdmdWWGd+XdL8uASzks/ltgpaQZ+c15ZbaNeRFxFjgtaVE2rQD+iDNs1Vd479QfOL9mvQEskzQ1r426vP/5ONgCSdfmdC7wJcq+6H2wHXVdIQ98EtgHHKR8kD2U7QsoO3M/ZSh8UrZPznp/zl/Q8FybKNdjHQNW1bVNNWb5Od67+8/5NZ/bAspQ9wHgMLAp22cBz1G+rT0HzMx2AT/KrF4Fehue657Mth+4u+5tG+EclwB9+V5+knLnjzNsPr+pwF+A6Q1tzq/5/B4GjubnyOOUO/h8HGwtwz9QOqMHgBXeB9t/+GdqzMzMzDpgVFxTZWZmZtbt3KkyMzMz6wB3qszMzMw6wJ0qMzMzsw5wp8rMzMysA9ypMjMzM+sAd6rMzMzMOuB/3mFsfCwL4ccAAAAASUVORK5CYII=\n", - "text/plain": [ - "<Figure size 720x720 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "obs_dates, wavelength, flux = get_spectra_for_id('2005kc')\n", - "plot_spectra(obs_dates, wavelength, flux)\n" + "# Add an extinction component to each model\n", + "# The extinction component is zero until changed\n", + "model_list = [m102, m104, m14, m17]\n", + "for model in model_list:\n", + " model.add_effect(sncosmo.F99Dust(), 'ext', 'rest')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Fitting the Continuum\n", + "## Identifying Features\n", "\n", "We consider the same set of features considered in Folatelli et al. 2013." ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "<i>Table length=8</i>\n", - "<table id=\"table120883423160\" class=\"table-striped table-bordered table-condensed\">\n", - "<thead><tr><th>feature_name</th><th>feature_id</th><th>lower_blue</th><th>upper_blue</th><th>lower_red</th><th>upper_red</th></tr></thead>\n", - "<thead><tr><th>str3</th><th>str17</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th></tr></thead>\n", - "<tr><td>pW1</td><td>Ca ii H&K</td><td>3500</td><td>3800</td><td>3900</td><td>4100</td></tr>\n", - "<tr><td>pW2</td><td>Si ii λ4130</td><td>3900</td><td>4000</td><td>4000</td><td>4150</td></tr>\n", - "<tr><td>pW3</td><td>Mg ii, Fe ii</td><td>3900</td><td>4150</td><td>4450</td><td>4700</td></tr>\n", - "<tr><td>pW4</td><td>Fe ii, Si ii</td><td>4500</td><td>4700</td><td>5050</td><td>5550</td></tr>\n", - "<tr><td>pW5</td><td>S ii λ5449, λ5622</td><td>5150</td><td>5300</td><td>5500</td><td>5700</td></tr>\n", - "<tr><td>pW6</td><td>Si ii λ5972</td><td>5550</td><td>5700</td><td>5800</td><td>6000</td></tr>\n", - "<tr><td>pW7</td><td>Si ii λ6355</td><td>5800</td><td>6000</td><td>6200</td><td>6600</td></tr>\n", - "<tr><td>pW8</td><td>Ca ii IR triplet</td><td>7500</td><td>8000</td><td>8200</td><td>8900</td></tr>\n", + "<table id=\"table120662359232\" class=\"table-striped table-bordered table-condensed\">\n", + "<thead><tr><th>feature_id</th><th>lower_blue</th><th>lower_red</th><th>upper_blue</th><th>upper_red</th><th>feature_name</th></tr></thead>\n", + "<thead><tr><th>str17</th><th>int64</th><th>int64</th><th>int64</th><th>int64</th><th>str3</th></tr></thead>\n", + "<tr><td>Ca ii H&K</td><td>3500</td><td>3900</td><td>3800</td><td>4100</td><td>pW1</td></tr>\n", + "<tr><td>Si ii λ4130</td><td>3900</td><td>4000</td><td>4000</td><td>4150</td><td>pW2</td></tr>\n", + "<tr><td>Mg ii, Fe ii</td><td>3900</td><td>4450</td><td>4150</td><td>4700</td><td>pW3</td></tr>\n", + "<tr><td>Fe ii, Si ii</td><td>4500</td><td>5050</td><td>4700</td><td>5550</td><td>pW4</td></tr>\n", + "<tr><td>S ii λ5449, λ5622</td><td>5150</td><td>5500</td><td>5300</td><td>5700</td><td>pW5</td></tr>\n", + "<tr><td>Si ii λ5972</td><td>5550</td><td>5800</td><td>5700</td><td>6000</td><td>pW6</td></tr>\n", + "<tr><td>Si ii λ6355</td><td>5800</td><td>6200</td><td>6000</td><td>6600</td><td>pW7</td></tr>\n", + "<tr><td>Ca ii IR triplet</td><td>7500</td><td>8200</td><td>8000</td><td>8900</td><td>pW8</td></tr>\n", "</table>" ], "text/plain": [ "<Table length=8>\n", - "feature_name feature_id lower_blue upper_blue lower_red upper_red\n", - " str3 str17 int64 int64 int64 int64 \n", - "------------ ----------------- ---------- ---------- --------- ---------\n", - " pW1 Ca ii H&K 3500 3800 3900 4100\n", - " pW2 Si ii λ4130 3900 4000 4000 4150\n", - " pW3 Mg ii, Fe ii 3900 4150 4450 4700\n", - " pW4 Fe ii, Si ii 4500 4700 5050 5550\n", - " pW5 S ii λ5449, λ5622 5150 5300 5500 5700\n", - " pW6 Si ii λ5972 5550 5700 5800 6000\n", - " pW7 Si ii λ6355 5800 6000 6200 6600\n", - " pW8 Ca ii IR triplet 7500 8000 8200 8900" + " feature_id lower_blue lower_red upper_blue upper_red feature_name\n", + " str17 int64 int64 int64 int64 str3 \n", + "----------------- ---------- --------- ---------- --------- ------------\n", + " Ca ii H&K 3500 3900 3800 4100 pW1\n", + " Si ii λ4130 3900 4000 4000 4150 pW2\n", + " Mg ii, Fe ii 3900 4450 4150 4700 pW3\n", + " Fe ii, Si ii 4500 5050 4700 5550 pW4\n", + "S ii λ5449, λ5622 5150 5500 5300 5700 pW5\n", + " Si ii λ5972 5550 5800 5700 6000 pW6\n", + " Si ii λ6355 5800 6200 6000 6600 pW7\n", + " Ca ii IR triplet 7500 8200 8000 8900 pW8" ] }, - "execution_count": 4, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "feature_table" + "# Features are stored as a dict, but we display them as a\n", + "# dictionary for easier mental parsing.\n", + "feature_table = Table(list(ew.features.values()))\n", + "feature_table ['feature_name'] = list(ew.features.keys())\n", + "feature_table\n" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": { "scrolled": false }, + "outputs": [], + "source": [ + "def plot_spectra(obs_dates, wavelength, flux, **kwargs):\n", + " \"\"\"Plot spectra\n", + " \n", + " Args:\n", + " obs_dates (list): A list of observed MJD dates for each spectra\n", + " wavelength (list): A 2d list of wavelength values for each date\n", + " flux (list): A 2d list of flux values for each date\n", + " Any other arguments for ``axis.plot``\n", + " \"\"\"\n", + " \n", + " fig, axis = plt.subplots(1, 1, figsize=(10, 10)) \n", + " plot_data = zip(obs_dates, wavelength, flux)\n", + " for i, (date, wave, flux) in enumerate(plot_data):\n", + " axis.plot(wave, flux + i * 2e-15, label=str(date), **kwargs)\n", + " axis.legend()\n", + " \n", + " return fig, axis\n", + "\n", + "\n", + "def plot_ew(obs_dates, wavelength, flux, feature_table, **kwargs):\n", + " \"\"\"\n", + " \n", + " Args:\n", + " obs_dates (list): A list of observed MJD dates for each spectra\n", + " wavelength (list): A 2d list of wavelength values for each date\n", + " flux (list): A 2d list of flux values for each date\n", + " feature_table (Table): A table defining spectral features\n", + " Any other arguments for ``axis.plot``\n", + " \"\"\"\n", + "\n", + " fig, axis = plot_spectra(obs_dates, wavelength, flux)\n", + "\n", + " for i, (time, wave, fluxx) in enumerate(zip(obs_dates, wavelength, flux)):\n", + " for feature in ew.features.values():\n", + " try:\n", + " feat_start, feat_end = ew.get_feature_bounds(wave, fluxx, feature)\n", + "\n", + " except ew.UnobservedFeature:\n", + " continue\n", + "\n", + " # Get observed wavelength and flux for each feature\n", + " indices = (feat_start < wave) & (wave < feat_end)\n", + " spectral_wave = wave[indices]\n", + " spectral_flux = fluxx[indices]\n", + " \n", + " # Get continuum and plot\n", + " cont_func = ew.fit_continuum_func(wave, fluxx, feat_start, feat_end)\n", + " continuum_flux = cont_func(spectral_wave)\n", + " axis.fill_between(\n", + " spectral_wave,\n", + " spectral_flux + i * 2e-15,\n", + " continuum_flux + i * 2e-15, \n", + " color='tan', \n", + " alpha=.75)\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 720x720 with 1 Axes>" ] @@ -191,34 +197,19 @@ } ], "source": [ - "spectral_data = get_spectra_for_id('2005kc')\n", - "fig, axis = plot_spectra(*spectral_data)\n", - "\n", - "for obs_dates, wavelength, flux in zip(*spectral_data):\n", - " for feature in feature_table:\n", - " try:\n", - " feat_wave, feat_flux = get_feature_coordinates(wavelength, flux, feature)\n", - " \n", - " except UnobservedFeature:\n", - " pass\n", - " \n", - " \n", - " cont_func = get_continuum_func(*feat_wave, *feat_flux)\n", - " \n", - " indices = (feat_wave[0] < wavelength) & (wavelength < feat_wave[1])\n", - " spectral_wave = wavelength[indices]\n", - " spectral_flux = flux[indices]\n", - " continuum_flux = cont_func(spectral_wave)\n", - " \n", - " axis.fill_between(spectral_wave, spectral_flux, continuum_flux, color='grey', alpha=.75)\n", - " " + "demo_id = '2004ef'\n", + "demo_data = dr1.get_data_for_id(demo_id)\n", + "obs_dates, wavelength, flux = utils.parse_spectra_table(demo_data)\n", + "plot_ew(obs_dates, wavelength, flux, ew.features)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Validating Against CSP\n" + "## Comparing CMFGEN Against Observations\n", + "\n", + "We plot the pw values at peak for feature 7 (Si II 6355) verses feature 6 (si II 5972). Observed values are taken from the CSP DR1 paper." ] }, { @@ -227,23 +218,351 @@ "metadata": {}, "outputs": [], "source": [ - "# Todo" + "def plot_peak_pew(model_pew_table):\n", + " \"\"\"Plot peak pW7 vs peak pW7 for modeled and observed values\n", + " \n", + " Args:\n", + " peak_pew_table (Table): A table of modeled pw values at Bmax\n", + " \"\"\"\n", + "\n", + " fig, axes = plt.subplots(1, 3, figsize=(18, 6))\n", + " for axis, typing_system in zip(axes.flatten(), ('Type', 'Wst', 'Bst')):\n", + " axis.errorbar(model_pew_table['pW7'], model_pew_table['pW6'], \n", + " label='CMFGEN', linestyle='', fmt='o')\n", + " \n", + " csp_type_table = dr1.load_table(1)['SN', typing_system]\n", + " is_typed = ~csp_type_table[typing_system].mask\n", + " csp_type_table = csp_type_table[is_typed]\n", + " \n", + " csp_pew = dr1.load_table(6)\n", + " for subtype in set(csp_type_table[typing_system]):\n", + " is_subtype = csp_type_table[typing_system] == subtype\n", + " obj_ids = csp_type_table['SN'][is_subtype]\n", + " plot_data = csp_pew[np.isin(csp_pew['SN'], obj_ids)]\n", + " \n", + "# axis.scatter(plot_data['pW7'], plot_data['pW6'], label=subtype)\n", + " axis.errorbar(plot_data['pW7'], plot_data['pW6'],\n", + " xerr=plot_data['e_pW7'], yerr=plot_data['e_pW6'], \n", + " linestyle='', fmt='o', label=subtype)\n", + " \n", + " axis.legend()\n", + " axis.set_xlabel(r'pW7 (Si II 6355) [$\\AA$]')\n", + " axis.set_ylim(0, 70)\n", + " axis.set_xlim(40, 190)\n", + " \n", + " axes[0].set_ylabel(r'pW6 (Si II 5972) [$\\AA$]')\n", + " return fig, axes\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1296x432 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "peak_pew_table = ew.tabulate_peak_model_pew(model_list)\n", + "fig, axes = plot_peak_pew(peak_pew_table)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Comparing with CMFGEN" + "We can also consider pw values as a function of time. We read in a table of our pw results for each spectrum/model. pw values are calculated both by fixing the feature boundaries to those determined by the observed spectrum and also by determining the feature boundaries for each observed/modeled spectrum individually." ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "<div>\n", + "<style scoped>\n", + " .dataframe tbody tr th:only-of-type {\n", + " vertical-align: middle;\n", + " }\n", + "\n", + " .dataframe tbody tr th {\n", + " vertical-align: top;\n", + " }\n", + "\n", + " .dataframe thead th {\n", + " text-align: right;\n", + " }\n", + "</style>\n", + "<table border=\"1\" class=\"dataframe\">\n", + " <thead>\n", + " <tr style=\"text-align: right;\">\n", + " <th></th>\n", + " <th></th>\n", + " <th></th>\n", + " <th></th>\n", + " <th>pW2</th>\n", + " <th>pW2_start</th>\n", + " <th>pW2_end</th>\n", + " <th>pW3</th>\n", + " 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valign=\"top\">2004dt</th>\n", + " <th>OBSERVED</th>\n", + " <th>NaN</th>\n", + " <th>53262.21</th>\n", + " <td>26.497922</td>\n", + " <td>3962.0978</td>\n", + " <td>4069.4701</td>\n", + " <td>304.262959</td>\n", + " <td>3962.0978</td>\n", + " <td>4603.3489</td>\n", + " <td>378.149862</td>\n", + " <td>4603.3489</td>\n", + " <td>5501.1004</td>\n", + " <td>31.888133</td>\n", + " <td>...</td>\n", + " <td>5832.165</td>\n", + " <td>250.146269</td>\n", + " <td>5832.165</td>\n", + " <td>6547.9801</td>\n", + " <td>395.205445</td>\n", + " <td>7708.1972</td>\n", + " <td>8665.6</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th rowspan=\"4\" valign=\"top\">CMFGEN</th>\n", + " <th>1.04</th>\n", + " <th>53262.21</th>\n", + " <td>-12.225114</td>\n", + " <td>3962.0978</td>\n", + " <td>4069.4701</td>\n", + " <td>433.736879</td>\n", + " <td>3962.0978</td>\n", + " <td>4603.3489</td>\n", + " <td>-153.924666</td>\n", + " <td>4603.3489</td>\n", + " <td>5501.1004</td>\n", + " <td>51.599094</td>\n", + " <td>...</td>\n", + " <td>5832.165</td>\n", + " <td>228.743353</td>\n", + " <td>5832.165</td>\n", + " <td>6547.9801</td>\n", + " <td>-121.494567</td>\n", + " <td>7708.1972</td>\n", + " <td>8665.6</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>1.02</th>\n", + " <th>53262.21</th>\n", + " <td>-9.642062</td>\n", + " <td>3962.0978</td>\n", + " <td>4069.4701</td>\n", + " <td>414.281514</td>\n", + " <td>3962.0978</td>\n", + " <td>4603.3489</td>\n", + " <td>-134.901916</td>\n", + " <td>4603.3489</td>\n", + " <td>5501.1004</td>\n", + " <td>55.234374</td>\n", + " <td>...</td>\n", + " <td>5832.165</td>\n", + " <td>172.483141</td>\n", + " <td>5832.165</td>\n", + " <td>6547.9801</td>\n", + " <td>292.058924</td>\n", + " <td>7708.1972</td>\n", + " <td>8665.6</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>1.4</th>\n", + " <th>53262.21</th>\n", + " <td>-4.779322</td>\n", + " <td>3962.0978</td>\n", + " <td>4069.4701</td>\n", + " <td>369.654454</td>\n", + " <td>3962.0978</td>\n", + " <td>4603.3489</td>\n", + " <td>-107.398136</td>\n", + " <td>4603.3489</td>\n", + " <td>5501.1004</td>\n", + " <td>49.741466</td>\n", + " <td>...</td>\n", + " <td>5832.165</td>\n", + " <td>140.880636</td>\n", + " <td>5832.165</td>\n", + " <td>6547.9801</td>\n", + " <td>321.063746</td>\n", + " <td>7708.1972</td>\n", + " <td>8665.6</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " <tr>\n", + " <th>1.7</th>\n", + " <th>53262.21</th>\n", + " <td>-13.425655</td>\n", + " <td>3962.0978</td>\n", + " <td>4069.4701</td>\n", + " <td>453.428437</td>\n", + " <td>3962.0978</td>\n", + " <td>4603.3489</td>\n", + " <td>-221.867742</td>\n", + " <td>4603.3489</td>\n", + " <td>5501.1004</td>\n", + " <td>58.830764</td>\n", + " <td>...</td>\n", + " <td>5832.165</td>\n", + " <td>232.042516</td>\n", + " <td>5832.165</td>\n", + " <td>6547.9801</td>\n", + " <td>139.633738</td>\n", + " <td>7708.1972</td>\n", + " <td>8665.6</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " </tr>\n", + " </tbody>\n", + "</table>\n", + "<p>5 rows × 24 columns</p>\n", + "</div>" + ], + "text/plain": [ + " pW2 pW2_start pW2_end pW3 \\\n", + "obj_id model version time \n", + "2004dt OBSERVED NaN 53262.21 26.497922 3962.0978 4069.4701 304.262959 \n", + " CMFGEN 1.04 53262.21 -12.225114 3962.0978 4069.4701 433.736879 \n", + " 1.02 53262.21 -9.642062 3962.0978 4069.4701 414.281514 \n", + " 1.4 53262.21 -4.779322 3962.0978 4069.4701 369.654454 \n", + " 1.7 53262.21 -13.425655 3962.0978 4069.4701 453.428437 \n", + "\n", + " pW3_start pW3_end pW4 pW4_start \\\n", + "obj_id model version time \n", + "2004dt OBSERVED NaN 53262.21 3962.0978 4603.3489 378.149862 4603.3489 \n", + " CMFGEN 1.04 53262.21 3962.0978 4603.3489 -153.924666 4603.3489 \n", + " 1.02 53262.21 3962.0978 4603.3489 -134.901916 4603.3489 \n", + " 1.4 53262.21 3962.0978 4603.3489 -107.398136 4603.3489 \n", + " 1.7 53262.21 3962.0978 4603.3489 -221.867742 4603.3489 \n", + "\n", + " pW4_end pW5 ... pW6_end \\\n", + "obj_id model version time ... \n", + "2004dt OBSERVED NaN 53262.21 5501.1004 31.888133 ... 5832.165 \n", + " CMFGEN 1.04 53262.21 5501.1004 51.599094 ... 5832.165 \n", + " 1.02 53262.21 5501.1004 55.234374 ... 5832.165 \n", + " 1.4 53262.21 5501.1004 49.741466 ... 5832.165 \n", + " 1.7 53262.21 5501.1004 58.830764 ... 5832.165 \n", + "\n", + " pW7 pW7_start pW7_end \\\n", + "obj_id model version time \n", + "2004dt OBSERVED NaN 53262.21 250.146269 5832.165 6547.9801 \n", + " CMFGEN 1.04 53262.21 228.743353 5832.165 6547.9801 \n", + " 1.02 53262.21 172.483141 5832.165 6547.9801 \n", + " 1.4 53262.21 140.880636 5832.165 6547.9801 \n", + " 1.7 53262.21 232.042516 5832.165 6547.9801 \n", + "\n", + " pW8 pW8_start pW8_end pW1 \\\n", + "obj_id model version time \n", + "2004dt OBSERVED NaN 53262.21 395.205445 7708.1972 8665.6 NaN \n", + " CMFGEN 1.04 53262.21 -121.494567 7708.1972 8665.6 NaN \n", + " 1.02 53262.21 292.058924 7708.1972 8665.6 NaN \n", + " 1.4 53262.21 321.063746 7708.1972 8665.6 NaN \n", + " 1.7 53262.21 139.633738 7708.1972 8665.6 NaN \n", + "\n", + " pW1_start pW1_end \n", + "obj_id model version time \n", + "2004dt OBSERVED NaN 53262.21 NaN NaN \n", + " CMFGEN 1.04 53262.21 NaN NaN \n", + " 1.02 53262.21 NaN NaN \n", + " 1.4 53262.21 NaN NaN \n", + " 1.7 53262.21 NaN NaN \n", + "\n", + "[5 rows x 24 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "# Todo" + "results_dir = Path('../results')\n", + "fixed_width = Table.read(results_dir / 'equivalent_width/fixed_True.ecsv').to_pandas()\n", + "free_width = Table.read(results_dir / 'equivalent_width/fixed_True.ecsv').to_pandas()\n", + "\n", + "fixed_width.set_index(['obj_id', 'model', 'version', 'time'], inplace=True)\n", + "free_width.set_index(['obj_id', 'model', 'version', 'time'], inplace=True)\n", + "\n", + "fixed_width.head()\n" ] }, { diff --git a/notebooks/gaussian_regression_colors.ipynb b/notebooks/gaussian_regression_colors.ipynb index 193c9e7..16aa2a4 100644 --- a/notebooks/gaussian_regression_colors.ipynb +++ b/notebooks/gaussian_regression_colors.ipynb @@ -6,7 +6,16 @@ "source": [ "# Gaussian Regression Colors\n", "\n", - "This notebook uses Gaussian regression to fit CSP light curves and model the evolution of observed color over time. Results are compared to the color evolution of individual models.\n" + "This notebook uses Gaussian regression to fit CSP light curves and model the evolution of observed color over time. Results are compared to the color evolution of various supernova models.\n", + "\n", + "#### Analysis steps considered by this notebook:\n", + "\n", + "1. Read in and format data\n", + "1. Inspect the transmission curves of each CSP filter\n", + "1. Inspect the modeled color evolution\n", + "1. Fit observed light curves using a Gaussian regression\n", + "1. Compare the regressed color evolution against each model\n", + "1. Calculate chi-squared results\n" ] }, { @@ -16,15 +25,27 @@ "outputs": [], "source": [ "import sys\n", + "from copy import deepcopy\n", + "from pathlib import Path\n", "\n", "import numpy as np\n", "import sncosmo\n", + "from astropy.table import Table\n", "from matplotlib import pyplot as plt\n", + "from matplotlib.ticker import MultipleLocator\n", "from sndata.csp import dr3\n", "\n", "sys.path.insert(0, '../')\n", "from analysis import models\n", - "from analysis.lc_colors import fit_gaussian_process, predict_light_curve\n" + "from analysis import lc_colors\n", + "from analysis import utils\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We begin by reading in photometric data from an arbitrarily chosen supernova. To compare each model against the observed light curve, the data and models need to share a common time axis. We accomplish this by using the CSP published `t0` value to shift the observed time axis so that `t=0` corresponds with the time of peak flux in the B-band. A similar shift is applied to each of the models; however, that logic is wrapped in the various plotting functions we define later on. We also add a custom extinction component to each model using the Fitzpatrick 99 extinction law." ] }, { @@ -38,12 +59,23 @@ "dr3.download_module_data()\n", "dr3.register_filters(force=True)\n", "\n", - "# Load models for different masses\n", + "# Pick a CSP target to use in demo plots\n", + "demo_id = '2005kc'\n", + "demo_data = dr3.get_data_for_id(demo_id, format_sncosmo=True)\n", + "demo_data['time'] -= utils.get_csp_t0(demo_id)\n", + "\n", + "# Load various SN models\n", "m102 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.02))\n", "m104 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.04))\n", "m14 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.4))\n", "m17 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.7))\n", - "salt2 = sncosmo.Model(sncosmo.get_source('salt2', version='2.4'))\n" + "salt2 = sncosmo.Model(sncosmo.get_source('salt2', version='2.4'))\n", + "\n", + "# Add an extinction component to each model\n", + "# The extinction component is zero until changed\n", + "model_list = [m102, m104, m14, m17, salt2]\n", + "for model in model_list:\n", + " model.add_effect(sncosmo.F99Dust(), 'ext', 'rest')\n" ] }, { @@ -52,7 +84,7 @@ "source": [ "## Transmission Filters\n", "\n", - "We review the CSP filter transmission curves and take note that there are multiple \"duplicate\" filters where different physical filters were used on different telescopes or a filter was broken and subsequently replaced." + "We review the CSP filter transmission curves and take note that there are multiple \"duplicate\" filters. This is due to observations being performed on multiple telescopes or, in the case of V band, a filter being broken and subsequently replaced." ] }, { @@ -62,7 +94,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 720x360 with 1 Axes>" ] @@ -78,7 +110,10 @@ "for band_name in dr3.band_names:\n", " band = sncosmo.get_bandpass(band_name)\n", " band_label = band_name.split('_')[-1]\n", + " \n", " plt.plot(band.wave, band.trans, label=band_label)\n", + " plt.xlabel('Wavelength (A)')\n", + " plt.ylabel('Transmission')\n", "\n", "plt.legend() \n", "plt.ylim(0, 1)\n", @@ -92,7 +127,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 1440x864 with 15 Axes>" ] @@ -115,10 +150,72 @@ "for band_name, axis in zip(dr3.band_names, axes.flatten()):\n", " band = sncosmo.get_bandpass(band_name)\n", " axis.plot(band.wave, band.trans, label=band_name)\n", + " axis.set_ylim(0, 1)\n", " axis.legend()\n", " \n", - "plt.tight_layout()\n", - " " + "for axis in axes[4, :]:\n", + " axis.set_xlabel('Wavelength (A)')\n", + "\n", + "for axis in axes[:, 0]:\n", + " axis.set_ylabel('Transmission')\n", + " \n", + "plt.tight_layout()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For simplicity, we define a set of fiducial band passes with unique effective wavelengths." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "unique_bands = [\n", + " 'csp_dr3_u',\n", + " 'csp_dr3_g',\n", + " 'csp_dr3_r',\n", + " 'csp_dr3_i',\n", + " 'csp_dr3_B',\n", + " 'csp_dr3_V',\n", + " 'csp_dr3_Y',\n", + " 'csp_dr3_J',\n", + " 'csp_dr3_H'\n", + "]\n", + "\n", + "color_combos = [(unique_bands[i], unique_bands[i + 1]) for i in range(len(unique_bands) - 1)]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['csp_dr3_u',\n", + " 'csp_dr3_g',\n", + " 'csp_dr3_r',\n", + " 'csp_dr3_i',\n", + " 'csp_dr3_B',\n", + " 'csp_dr3_V',\n", + " 'csp_dr3_Y',\n", + " 'csp_dr3_J',\n", + " 'csp_dr3_H']" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "unique_bands" ] }, { @@ -127,16 +224,28 @@ "source": [ "## CMFGEN Color Evolution\n", "\n", - "To develop intuition, we compare of CMFGEN color evolution against Salt2.4. We recognize that the color evolution is dependent on the salt2 model parameters. However, we only concern ourselves with a fiducial model having the default parameters. We also note that the CMFGEN models do not have any parameters that impact their color evolution." + "To develop intuition, we compare of CMFGEN color evolution against Salt2.4. We recognize that the color evolution of Salt2 is dependent on the model parameters. However, we only concern ourselves with a fiducial model having the default parameters.\n" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ - "def subplot_model_colors(model, band_combos, fig, axes, **kwargs):\n", + "def legend_without_duplicate_labels(ax):\n", + " \"\"\"Add a legend to a figure axis that only has unique labels\n", + " \n", + " Args:\n", + " ax (axis): A matplotlib axis\n", + " \"\"\"\n", + "\n", + " handles, labels = ax.get_legend_handles_labels()\n", + " unique = [(h, l) for i, (h, l) in enumerate(zip(handles, labels)) if l not in labels[:i]]\n", + " ax.legend(*zip(*unique))\n", + "\n", + "\n", + "def subplot_model_colors(model, band_combos, axes, **kwargs):\n", " \"\"\"Plot model colors for a given collection of bandpasses\n", " \n", " Plots are made on an existing figure\n", @@ -144,17 +253,16 @@ " Args:\n", " model (Model): Model to calculate color with\n", " band_combos (list[tuple[str]]): Band combos to calculate color for\n", - " fig (Figure): Use an existing figure\n", " axes (array): Use existing axes\n", " Any other style kwargs for pyplot.plot\n", " \"\"\"\n", - " \n", + "\n", " axis_list = axes.flatten() if isinstance(axes, np.ndarray) else [axes]\n", " if len(axis_list) < len(band_combos) - 1:\n", " raise ValueError('Not enough axes.')\n", " \n", " time = np.arange(model.mintime(), model.maxtime())\n", - " t0 = model.source.peakphase('standard::b')\n", + " t0 = model.source.peakphase('csp_dr3_B')\n", " for (band1, band2), axis in zip(band_combos, axis_list):\n", " try:\n", " c = model.color(band1, band2, 'ab', time)\n", @@ -170,6 +278,8 @@ " y_label = f'{band1.split(\"_\")[-1]} - {band2.split(\"_\")[-1]}'\n", " axis.set_ylabel(y_label)\n", " axis.set_xlabel('Time')\n", + " axis.xaxis.set_minor_locator(MultipleLocator(10))\n", + " legend_without_duplicate_labels(axis)\n", "\n", "\n", "def plot_model_colors(models, bands):\n", @@ -178,6 +288,10 @@ " Args:\n", " models (list[Model]): Models to calculate color with\n", " bands (list[str]): Bands to calculate color for\n", + " \n", + " Returns:\n", + " A matplotlib figure\n", + " An array of matplotlib axes\n", " \"\"\"\n", " \n", " band_combos = [(bands[i], bands[i + 1])for i in range(len(bands) - 1)]\n", @@ -189,17 +303,17 @@ " \n", " fig, axes = plt.subplots(*fig_shape, figsize=fig_size)\n", " for model in models:\n", - " subplot_model_colors(model, band_combos, fig, axes)\n", + " subplot_model_colors(model, band_combos, axes)\n", " \n", " handles, labels = axes.flatten()[0].get_legend_handles_labels()\n", - " fig.legend(handles, labels)\n", + " # fig.legend(handles, labels)\n", " plt.tight_layout()\n", " return fig, axes\n" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -220,12 +334,12 @@ "text": [ "salt2 2.4: bandpass 'csp_dr3_Y' [9000, .., 12244] outside spectral range [2000, .., 9200]\n", "salt2 2.4: bandpass 'csp_dr3_Y' [9000, .., 12244] outside spectral range [2000, .., 9200]\n", - "salt2 2.4: bandpass 'csp_dr3_H' [14000, .., 18844] outside spectral range [2000, .., 9200]\n" + "salt2 2.4: bandpass 'csp_dr3_J' [11050, .., 14050] outside spectral range [2000, .., 9200]\n" ] }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 864x864 with 9 Axes>" ] @@ -237,28 +351,12 @@ } ], "source": [ - "# A set of fiducial band passes.\n", - "unique_bands = (\n", - " 'csp_dr3_u',\n", - " 'csp_dr3_g',\n", - " 'csp_dr3_r',\n", - " 'csp_dr3_i',\n", - " 'csp_dr3_B',\n", - " 'csp_dr3_V',\n", - " 'csp_dr3_Y',\n", - " 'csp_dr3_H',\n", - " 'csp_dr3_J'\n", - ")\n", + "# Protect against chages that may \n", + "# propogate from later in the notebook\n", + "for model in model_list: \n", + " model.set(extebv=0)\n", "\n", - "models = [m102, m104, m14, m17]\n", - "fig, axes = plot_model_colors(models + [salt2], unique_bands)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We emphasize there are other color combinations that are not explored here but should be since different combinations may provide different color degeneracies." + "fig, axes = plot_model_colors(model_list, unique_bands)\n" ] }, { @@ -267,26 +365,27 @@ "source": [ "# Gaussian Regression\n", "\n", - "We use Gaussian regression to fit the light curves in each band and determine the color evolution as a function of time.\n" + "We use Gaussian regression to fit the light curves in each band. These fits are then compared against a simultaneous fit performed using the Salt2 model.\n" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "metadata": { "scrolled": false }, "outputs": [], "source": [ - "def plot_regression(data, times, pred_flux, pred_unc, bands):\n", - " \"\"\"Plot regression results\n", + "def plot_regression(data, time, bands, pred_flux, pred_unc):\n", + " \"\"\"Plot regression results in flux space\n", + " \n", + " Plots data['flux'] and data['fluxerr'] vs time in each band.\n", + " Plots pred_flux and pred_unc vs time in each band.\n", " \n", " Args:\n", " data (Table): The measured photometric data\n", - " times (list[float]): Modeled times from the regression\n", " pred_flux (list[float]): Predicted flux from the regression\n", - " pred_unc (list[float]): Flux uncertanty from the regression\n", - " bands (list[str]): Bands used in the regression\n", + " pred_unc (list[float]): Flux uncertainty from the regression\n", " \n", " Returns:\n", " The figure object\n", @@ -296,42 +395,118 @@ " columns = 2\n", " rows = 5\n", " fig_shape = (rows, columns)\n", - " fig_size = (4 * rows, 8 * columns)\n", + " fig_size = (3 * rows, 6 * columns)\n", "\n", " fig, axes = plt.subplots(*fig_shape, figsize=fig_size)\n", - " iterable = zip(bands, axes.flatten(), pred_flux, pred_unc)\n", - " \n", - " for band_name, axis, f, fe in iterable:\n", - " data_this = data[data['band'] == band_name]\n", - " axis.scatter(data_this['time'], data_this['flux'], label=band_name)\n", - " axis.errorbar(data_this['time'], data_this['flux'], data_this['fluxerr'], linestyle='', label=None)\n", - " axis.plot(times, f, linestyle='--', color='black', label='Regression')\n", + " for axis in axes[rows - 1]:\n", + " axis.set_xlabel('Time')\n", + " \n", + " for axis in axes.flatten()[::2]:\n", + " axis.set_ylabel('Flux')\n", + " \n", + " plot_data = zip(bands, axes.flatten(), pred_flux, pred_unc)\n", + " for band_name, axis, f, fe in plot_data:\n", + " band_data = data[data['band'] == band_name]\n", + " axis.scatter(band_data['time'], band_data['flux'], label=band_name)\n", + " axis.errorbar(band_data['time'], band_data['flux'], band_data['fluxerr'], linestyle='', label=None)\n", + " axis.plot(time, f, linestyle='--', color='black', label='Regression')\n", " axis.fill_between(\n", - " times, \n", + " time, \n", " f - fe, \n", " f + fe, \n", " alpha=.3, \n", " color='grey',\n", - " label='Regression Err'\n", + " label='Regression Error'\n", " )\n", + " \n", + " axis.xaxis.set_minor_locator(MultipleLocator(1))\n", + " axis.set_xlim(min(time), max(time))\n", " axis.legend()\n", "\n", " plt.tight_layout()\n", - " return fig, axes\n" + " return fig, axes\n", + "\n", + "\n", + "def subplot_sncosmo_flux(time, bands, fitted_model, axes):\n", + " \"\"\"Plot the predicted flux of an sncosmo in each band vs time\n", + " \n", + " Args:\n", + " fitted_model (Model): An SNCosmo model fitted to the data\n", + " axes (array): Use existing axes\n", + " \"\"\"\n", + "\n", + " for band, axis in zip(bands, axes.flatten()):\n", + " try:\n", + " band_flux = fitted_model.bandflux(band, time)\n", + " \n", + " except ValueError as e:\n", + " print(f'{fitted_model.source.name} {fitted_model.source.version}: {e}')\n", + " pass\n", + " \n", + " else:\n", + " axis.plot(time, band_flux, label=f'{fitted_model.source.name}')\n", + " axis.legend()\n", + " \n", + "\n", + "def subplot_sncosmo_mag(time, bands, fitted_model, axes):\n", + " \"\"\"Plot the predicted magnitude of an sncosmo in each band vs time\n", + " \n", + " Uses a zero point of 25.\n", + " \n", + " Args:\n", + " fitted_model (Model): An SNCosmo model fitted to the data\n", + " axes (array): Use existing axes\n", + " \"\"\"\n", + "\n", + " for band, axis in zip(bands, axes.flatten()):\n", + " try:\n", + " band_flux = -2.5 * np.log10(fitted_model.bandflux(band, time)) + 25\n", + " \n", + " except ValueError as e:\n", + " print(f'{fitted_model.source.name} {fitted_model.source.version}: {e}')\n", + " pass\n", + " \n", + " else:\n", + " axis.plot(time, band_flux, label=f'{fitted_model.source.name}')\n", + " axis.legend()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, we consider the fit in flux space." ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/anaconda3/envs/cmfgen/lib/python3.7/site-packages/sncosmo/fitting.py:158: RuntimeWarning: Dropping following bands from data: csp_dr3_J, csp_dr3_H, csp_dr3_Y(out of model wavelength range)\n", + " \"(out of model wavelength range)\", RuntimeWarning)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "salt2 2.4: bandpass 'csp_dr3_J' [11050, .., 14050] outside spectral range [2030.2, .., 9338.92]\n", + "salt2 2.4: bandpass 'csp_dr3_Y' [9000, .., 12244] outside spectral range [2030.2, .., 9338.92]\n", + "salt2 2.4: bandpass 'csp_dr3_H' [14000, .., 18844] outside spectral range [2030.2, .., 9338.92]\n" + ] + }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ - "<Figure size 1440x1152 with 10 Axes>" + "<Figure size 1080x864 with 10 Axes>" ] }, "metadata": { @@ -341,121 +516,165 @@ } ], "source": [ - "data_table = dr3.get_data_for_id('2005kc', format_sncosmo=True)\n", - "times = np.arange(min(data_table['time']), max(data_table['time']))\n", - "bands = set(data_table['band'])\n", - "\n", - "gp = fit_gaussian_process(data_table)\n", - "pred_flux, pred_unc = predict_light_curve(gp, bands, times)\n", - "\n", - "_ = plot_regression(data_table, times, pred_flux, pred_unc, bands)\n" + "# Fit a gaussian regression\n", + "gp = lc_colors.fit_gaussian_process(demo_data)\n", + "\n", + "# Fit salt2\n", + "salt2_model = deepcopy(salt2)\n", + "salt2_model.set(z=demo_data.meta['redshift'])\n", + "salt2_model.set(t0=0)\n", + "salt2_model.set(extebv=utils.get_csp_ebv(demo_id))\n", + "fit_result, fitted_model = sncosmo.fit_lc(demo_data, salt2_model, ['x0', 'x1', 'c'])\n", + "\n", + "# Plot modeled flux\n", + "bands = set(demo_data['band'])\n", + "time = np.arange(min(demo_data['time']) - 1, max(demo_data['time']) + 1)\n", + "pred_flux, pred_unc = lc_colors.predict_light_curve(gp, bands, time)\n", + "fig, axes = plot_regression(demo_data, time, bands, pred_flux, pred_unc)\n", + "subplot_sncosmo_flux(time, bands, fitted_model, axes)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Comparing Gaussian and Modeled Colors\n", - "\n", - "We compare the gaussian fit color evolution against the CMFGEN models. In order to align the time scales of all results, we use the published `t0` (Salt2) value from CSP to shift the gaussian regressions to the correct t = 0 point." + "Next we consider the fit in terms of magnitudes." ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 11, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/anaconda3/envs/cmfgen/lib/python3.7/site-packages/ipykernel_launcher.py:3: RuntimeWarning: invalid value encountered in log10\n", + " This is separate from the ipykernel package so we can avoid doing imports until\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "salt2 2.4: bandpass 'csp_dr3_J' [11050, .., 14050] outside spectral range [2030.2, .., 9338.92]\n", + "salt2 2.4: bandpass 'csp_dr3_Y' [9000, .., 12244] outside spectral range [2030.2, .., 9338.92]\n", + "salt2 2.4: bandpass 'csp_dr3_H' [14000, .., 18844] outside spectral range [2030.2, .., 9338.92]\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1080x864 with 10 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "magnitude_data = demo_data['time', 'flux', 'fluxerr', 'band']\n", + "magnitude_data['flux'] = -2.5 * np.log10(magnitude_data['flux']) + 25\n", + "pred_magnitude = -2.5 * np.log10(pred_flux) + 25\n", + "pred_magnitude_err = pred_unc * (2.5 / np.log(10)) / pred_flux\n", + "fig, axes = plot_regression(magnitude_data, time, bands, pred_magnitude, pred_magnitude_err)\n", + "subplot_sncosmo_mag(time, bands, fitted_model, axes)\n", + "\n", + "for axis in axes.flatten()[::2]:\n", + " axis.set_ylabel('Magnitude')\n", + " " + ] + }, + { + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "def get_csp_t0(obj_id):\n", - " \"\"\"Get the t0 value published by CSP for a given object\n", - " \n", - " Args:\n", - " obj_id (str): The object Id value\n", - " \n", - " Return:\n", - " The published time of maximum minus 53000\n", - " \"\"\"\n", + "Although the Gaussian regression performs well within the observed time range, Gaussian regressions are generally bad at extrapolating. For this reason, we choose to limit our use of the above regression when predicting flux and color values to within the first and last observed data point in each band." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Comparing Gaussian and Modeled Colors\n", "\n", - " params = dr3.load_table(3).to_pandas()\n", - " params.set_index('SN', inplace=True)\n", - " t0 = params.loc[obj_id]['T(Bmax)']\n", - " if np.isnan(t0):\n", - " raise ValueError(f'No published t0 for {obj_id}')\n", - " \n", - " return t0 - 53000 # Convert to CSP standard\n" + "We compare the Gaussian fit color evolution against the CMFGEN models. " ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ - "def subplot_regression_color(times, pred_flux, bands, band_combos, fig, axes, **kwargs):\n", - " \"\"\"Plot model colors for a given collection of bandpasses\n", + "def subplot_regression_color(data, band_combos, axes, **kwargs):\n", + " \"\"\"Plot regressed colors for a given collection of bandpasses\n", " \n", " Plots are made on an existing figure\n", " \n", " Args:\n", - " data (Table): The measured photometric data\n", - " times (list[float]): Modeled times from the regression\n", - " pred_flux (list[float]): Predicted flux from the regression\n", - " bands (list[str]): Bands used in the regression\n", - " band_combos (list[tuple[str]]): Band combos to calculate color for\n", - " fig (Figure): Use an existing figure\n", - " axes (array): Use existing axes\n", + " gp (GP): A fitted gaussian process\n", + " t0 (float): Time of B max for the fitted target\n", + " band_combos (list): List of tuples with two bandpass names\n", + " axes (array): Use existing axes\n", " Any other style kwargs for pyplot.plot\n", " \"\"\"\n", - " \n", - " regression_flux = {b: f for b, f in zip(bands, pred_flux)}\n", + "\n", + " if len(axes.flatten()) < len(band_combos) - 1:\n", + " raise ValueError('Not enough axes.')\n", " \n", - " axis_list = axes.flatten() if isinstance(axes, np.ndarray) else [axes]\n", - " for (band1, band2), axis in zip(band_combos, axis_list):\n", - " if not (band1 in bands and band2 in bands):\n", + " gp = lc_colors.fit_gaussian_process(data)\n", + " for (band1, band2), axis in zip(band_combos, axes.flatten()):\n", + " try:\n", + " tstart, tend = lc_colors.get_color_times(data, band1, band2)\n", + " \n", + " except ValueError:\n", " continue\n", " \n", - " f1 = regression_flux[band1]\n", - " f2 = regression_flux[band2]\n", - " color = -2.5 * (np.log10(f1) - np.log10(f2))\n", - " axis.plot(times, color, label=f'Regression', **kwargs)\n", - " \n", - " return fig, axes\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "A plot for an individual light curve." + " else:\n", + " time = np.arange(tstart, tend)\n", + " color = lc_colors.predict_color(gp, band1, band2, time)\n", + " axis.plot(time, color, label='Regression', **kwargs)\n", + " legend_without_duplicate_labels(axis)\n" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/anaconda3/envs/cmfgen/lib/python3.7/site-packages/ipykernel_launcher.py:26: RuntimeWarning: invalid value encountered in log10\n" + "/anaconda3/envs/cmfgen/lib/python3.7/site-packages/sncosmo/models.py:186: RuntimeWarning: divide by zero encountered in log10\n", + " result[i] = -2.5 * np.log10(f / zpf)\n", + "/anaconda3/envs/cmfgen/lib/python3.7/site-packages/sncosmo/models.py:186: RuntimeWarning: invalid value encountered in log10\n", + " result[i] = -2.5 * np.log10(f / zpf)\n", + "/anaconda3/envs/cmfgen/lib/python3.7/site-packages/sncosmo/models.py:1528: RuntimeWarning: invalid value encountered in subtract\n", + " self.bandmag(band2, magsys, time))\n" ] }, { - "data": { - "text/plain": [ - "<matplotlib.legend.Legend at 0x1848600128>" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "salt2 2.4: bandpass 'csp_dr3_Y' [9000, .., 12244] outside spectral range [2030.2, .., 9338.92]\n", + "salt2 2.4: bandpass 'csp_dr3_Y' [9000, .., 12244] outside spectral range [2030.2, .., 9338.92]\n", + "salt2 2.4: bandpass 'csp_dr3_J' [11050, .., 14050] outside spectral range [2030.2, .., 9338.92]\n" + ] }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "<Figure size 1152x576 with 4 Axes>" + "<Figure size 1152x576 with 8 Axes>" ] }, "metadata": { @@ -465,58 +684,79 @@ } ], "source": [ - "data_table = dr3.get_data_for_id('2005kc', format_sncosmo=True)\n", - "data_table['time'] -= get_csp_t0('2005kc')\n", - "times = np.arange(min(data_table['time']), max(data_table['time']))\n", - "bands = set(data_table['band'])\n", - "\n", - "gp = fit_gaussian_process(data_table)\n", - "pred_flux, pred_unc = predict_light_curve(gp, bands, times)\n", - "\n", - "fig_shape = (2, 2)\n", + "fig_shape = (2, 4)\n", "fig_size = (16, 8)\n", "fig, axes = plt.subplots(*fig_shape, figsize=fig_size)\n", - "band_combos = [\n", - " ('csp_dr3_B', 'csp_dr3_V0'), \n", - " ('csp_dr3_u', 'csp_dr3_g'), \n", - " ('csp_dr3_g', 'csp_dr3_r'), \n", - " ('csp_dr3_r', 'csp_dr3_i')]\n", + "subplot_regression_color(demo_data, color_combos, axes, color='blue')\n", "\n", - "subplot_regression_color(times, pred_flux, bands, band_combos, fig, axes, color='grey')\n", + "# Skip the unfit salt2 model\n", + "for model in model_list[:-1]: \n", + " model.set(extebv=utils.get_csp_ebv(demo_id))\n", + " subplot_model_colors(model, color_combos, axes)\n", "\n", - "for model in models:\n", - " subplot_model_colors(model, band_combos, fig, axes)\n", + "# Plot the fitted salt2 model\n", + "subplot_model_colors(fitted_model, color_combos, axes)\n", "\n", - "axes[-1][-1].legend()\n" + "axes[-1][-1].legend()\n", + "plt.tight_layout()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "A plot for many light curves." + "## $\\chi^2$ Calculation" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 14, "metadata": {}, + "outputs": [], + "source": [ + "def subplot_fit_distributions(fit_results, axes, **kwargs):\n", + " \"\"\"Plot the distribution of fit residuals\n", + " \n", + " Args:\n", + " fit_results (Table): A table generated by the lc_colors module\n", + " axes (array): Use existing axes\n", + " Any other arguments for axis.hist\n", + " \"\"\"\n", + " \n", + " band_combos = fit_results[0].meta['bands']\n", + " for (b1, b2), axis in zip(band_combos, axes.flatten()):\n", + " column_name = f\"{b1.replace('csp_dr3_', '')}_{b2.replace('csp_dr3_', '')}\"\n", + " num_targets = np.sum(~np.isnan(fit_results[0][column_name]))\n", + " plot_data = [table[column_name] for table in fit_results]\n", + " labels = [f\"{table.meta['source']} {table.meta['version']}\" for table in fit_results]\n", + "\n", + " axis.hist(plot_data, **kwargs, label=labels)\n", + " axis.set_title(f'{column_name} ({num_targets} Targets)')\n", + " axis.legend()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "scrolled": false + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - " 1%| | 1/134 [00:00<00:21, 6.20it/s]/anaconda3/envs/cmfgen/lib/python3.7/site-packages/ipykernel_launcher.py:26: RuntimeWarning: invalid value encountered in log10\n", - " 1%|▏ | 2/134 [00:00<00:26, 4.96it/s]../analysis/lc_colors/gauss_regression.py:119: UserWarning: GP fit failed! Using guessed GP parameters. \n", - " warn(\"GP fit failed! Using guessed GP parameters. \")\n", - "100%|██████████| 134/134 [00:19<00:00, 6.88it/s]\n" + "/Users/daniel/.local/lib/python3.7/site-packages/numpy-1.17.0-py3.7-macosx-10.7-x86_64.egg/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/Users/daniel/.local/lib/python3.7/site-packages/numpy-1.17.0-py3.7-macosx-10.7-x86_64.egg/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n" ] }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "<Figure size 1152x576 with 4 Axes>" + "<Figure size 864x576 with 6 Axes>" ] }, "metadata": { @@ -526,40 +766,12 @@ } ], "source": [ - "def filter_func(data):\n", - " \"\"\"Select light curves with a publishd t0\"\"\"\n", - "\n", - " try:\n", - " get_csp_t0(data.meta['obj_id'])\n", - " return True\n", - "\n", - " except ValueError:\n", - " return False\n", - "\n", - "\n", - "fig_shape = (2, 2)\n", - "fig_size = (16, 8)\n", - "fig, axes = plt.subplots(*fig_shape, figsize=fig_size)\n", - "for data_table in dr3.iter_data(filter_func=filter_func, format_sncosmo=True, verbose=True):\n", - " data_table['time'] -= get_csp_t0(data_table.meta['obj_id'])\n", - " times = np.arange(min(data_table['time']), max(data_table['time']))\n", - " bands = set(data_table['band'])\n", + "fig, axes = plt.subplots(2, 3, figsize=(12, 8))\n", + "results_dir = Path('../results/color_evolution')\n", + "fit_results = [Table.read(results_dir / f'{model.source.name}_{model.source.version}.ecsv') for model in [m102, m104, m14, m17]]\n", + "subplot_fit_distributions(fit_results, axes, stacked=True, fill=True)\n", "\n", - " gp = fit_gaussian_process(data_table)\n", - " pred_flux, pred_unc = predict_light_curve(gp, bands, times)\n", - " \n", - " subplot_regression_color(times, pred_flux, bands, band_combos, fig, axes, alpha=.4, color='grey')\n", - "\n", - "for model in models:\n", - " subplot_model_colors(model, band_combos, fig, axes)\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We note that there are clearly some bad regressions and that we will have to inspect individual light curves to address them." + "plt.show()\n" ] }, { diff --git a/notebooks/lsst_snr_limit.ipynb b/notebooks/lsst_snr_limit.ipynb new file mode 100644 index 0000000..49ff10d --- /dev/null +++ b/notebooks/lsst_snr_limit.ipynb @@ -0,0 +1,241 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# LSST SNR Limit\n", + "\n", + "We plot the modeled magnitude of type Ia supernova as a function of phase and wavelength and compare it against the predicted LSST single visit depth (r=24.5 at 5$\\sigma$)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from copy import deepcopy\n", + "\n", + "import numpy as np\n", + "import sncosmo\n", + "from matplotlib import pyplot as plt\n", + "from matplotlib.ticker import MultipleLocator\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "def calculate_magnitude(model, redshift, phase, filt):\n", + " \"\"\"Calculate magnitudes in a given filter\n", + " \n", + " This function is a wrapper for ``model.bandmag`` and\n", + " returns NAN values for phases / redshifts that would\n", + " otherwise raise a ValueError for being out of the model\n", + " range.\n", + " \n", + " Args:\n", + " model (Model): An sncosmo model\n", + " redshift (array): An array of redshift values\n", + " phase (array): An array of phase values\n", + " filt (str): Name of an scnosmo registered filter\n", + " \n", + " Returns:\n", + " A 2d array of magnitudes for each phase / radshift in the given filter\n", + " \"\"\"\n", + " \n", + " model = deepcopy(model)\n", + " \n", + " mag = []\n", + " for z in redshift:\n", + " model.set(z=z)\n", + " model.set_source_peakabsmag(-19.0, 'bessellb', 'ab')\n", + " \n", + " try:\n", + " mag.append(model.bandmag(filt, 'ab', phase))\n", + " \n", + " except ValueError:\n", + " mag_this = []\n", + " for p in phase:\n", + " try:\n", + " mag_this.append(model.bandmag(filt, 'ab', p))\n", + "\n", + " except ValueError:\n", + " mag_this.append(np.nan)\n", + "\n", + " mag.append(mag_this)\n", + "\n", + " return np.ma.array(mag, mask=np.isnan(mag))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_clabel(cs):\n", + " \"\"\"Plot labels on figure contours\n", + " \n", + " Args:\n", + " cs: Return of pyplot.contour\n", + " \"\"\"\n", + "\n", + " class nf(float):\n", + " def __repr__(self):\n", + " s = f'{self:.1f}'\n", + " return f'{self:.0f}' if s[-1] == '0' else s\n", + "\n", + " cs.levels = [nf(val) for val in cs.levels]\n", + " plt.clabel(cs, cs.levels, inline=True, fmt='%r', fontsize=10)\n", + " \n", + "\n", + "def subplot_mag(redshift, phase, mag, axis):\n", + " \"\"\"Color plot of magnitude vs phase and redshift\n", + " \n", + " Args:\n", + " redshift (array): An array of redshift values\n", + " phase (array): An array of phase values\n", + " mag (str): A 2d array of magnitude values\n", + " \n", + " Returns:\n", + " A matplotlib figure\n", + " \"\"\"\n", + "\n", + " extent = [min(phase), max(phase), 0, max(redshift)]\n", + " im = axis.imshow(\n", + " mag, \n", + " origin='lower', \n", + " interpolation='bilinear',\n", + " cmap='Blues_r', \n", + " extent=extent, \n", + " aspect='auto', vmin=18, vmax=30\n", + " )\n", + "\n", + " contours = axis.contour(\n", + " phase,\n", + " redshift,\n", + " mag, \n", + " levels=np.arange(18, 40), \n", + " extent=extent,\n", + " colors='black'\n", + " )\n", + "\n", + " lsst_limit = axis.contour(\n", + " phase, \n", + " redshift,\n", + " mag, \n", + " levels=[24.5], \n", + " extent=extent,\n", + " colors='red',\n", + " linestyles='-.'\n", + " )\n", + " \n", + " plot_clabel(contours)\n", + " contours.collections[0].set_label('r-band mag')\n", + " plot_clabel(lsst_limit)\n", + " lsst_limit.collections[0].set_label(r'LSST 5$\\sigma$ depth')\n", + "\n", + " model_phase_lim = [np.max(phase[np.isfinite(z_mag)]) for z_mag in mag]\n", + " axis.plot(model_phase_lim, redshift, color='black', \n", + " linestyle='--', label='Model Phase Limit')\n", + "\n", + " axis.set_xlim(min(phase), max(phase))\n", + " axis.xaxis.set_major_locator(MultipleLocator(10))\n", + " axis.yaxis.set_major_locator(MultipleLocator(.1))\n", + " axis.yaxis.set_minor_locator(MultipleLocator(.05))\n", + " return im\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/anaconda3/envs/cmfgen/lib/python3.7/site-packages/sncosmo/models.py:186: RuntimeWarning: divide by zero encountered in log10\n", + " result[i] = -2.5 * np.log10(f / zpf)\n", + "/anaconda3/envs/cmfgen/lib/python3.7/site-packages/sncosmo/models.py:186: RuntimeWarning: invalid value encountered in log10\n", + " result[i] = -2.5 * np.log10(f / zpf)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1080x540 with 3 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "filter_name = 'lsstr'\n", + "redshift_range = (.001, .91, .01)\n", + "phase_range = (-20, 100.5, .5)\n", + "\n", + "\n", + "redshift_arr = np.arange(*redshift_range)\n", + "phase_arr = np.arange(*phase_range)\n", + "fig, axes = plt.subplots(1, 2, figsize=(15, 7.5))\n", + "for s, axis in zip(['Salt2', 'Hsiao'], axes.flatten()):\n", + " sn_model = sncosmo.Model(s)\n", + " mag_arr = calculate_magnitude(sn_model, redshift_arr, phase_arr, filter_name)\n", + " im = subplot_mag(redshift_arr, phase_arr, mag_arr, axis)\n", + " axis.set_title(s, fontsize=14)\n", + "\n", + "axes[0].set_xlabel('Phase', fontsize=14)\n", + "axes[0].set_ylabel('Redshift', fontsize=14)\n", + "axes[0].legend(loc='lower right')\n", + "\n", + "axes[1].set_xlabel('Phase', fontsize=14)\n", + "\n", + "cbar_ax = fig.add_axes([.92, 0.15, 0.05, 0.7])\n", + "fig.colorbar(im, cax=cbar_ax)\n", + "\n", + "plt.show()\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:cmfgen] *", + "language": "python", + "name": "conda-env-cmfgen-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/requirements.txt b/requirements.txt index d733798..f90cbdf 100644 --- a/requirements.txt +++ b/requirements.txt @@ -2,12 +2,11 @@ astropy bokeh george matplotlib -numpy==1.16.2 +numpy>=1.16.4 requests scipy sncosmo tqdm iminuit -sndata - -kernel \ No newline at end of file +sndata>=0.5.0 +pyyaml \ No newline at end of file diff --git a/results/color_evolution/CMFGEN_1.02.ecsv b/results/color_evolution/CMFGEN_1.02.ecsv new file mode 100644 index 0000000..a0e7c3e --- /dev/null +++ b/results/color_evolution/CMFGEN_1.02.ecsv @@ -0,0 +1,194 @@ +# %ECSV 0.9 +# --- +# datatype: +# - name: obj_id +# datatype: string +# - name: u_g +# datatype: float64 +# - name: u_g_err +# datatype: float64 +# - name: g_r +# datatype: float64 +# - name: g_r_err +# datatype: float64 +# - name: r_i +# datatype: float64 +# - name: r_i_err +# datatype: float64 +# - name: i_B +# datatype: float64 +# - name: i_B_err +# datatype: float64 +# - name: B_V +# datatype: float64 +# - name: B_V_err +# datatype: float64 +# - name: V_Y +# datatype: float64 +# - name: V_Y_err +# datatype: float64 +# - name: Y_JH +# datatype: float64 +# - name: Y_JH_err +# datatype: float64 +# meta: !!omap +# - source: CMFGEN +# - version: '1.02' +# - bands: +# - !!python/tuple +# - csp_dr3_u +# - csp_dr3_g +# - !!python/tuple +# - csp_dr3_g +# - csp_dr3_r +# - !!python/tuple +# - csp_dr3_r +# - csp_dr3_i +# - !!python/tuple +# - csp_dr3_i +# - csp_dr3_B +# - !!python/tuple +# - csp_dr3_B +# - csp_dr3_V +# - !!python/tuple +# - csp_dr3_V +# - csp_dr3_Y +# - !!python/tuple +# - csp_dr3_Y +# - csp_dr3_Jcsp_dr3_H +# schema: astropy-2.0 +obj_id u_g u_g_err g_r g_r_err r_i r_i_err i_B i_B_err B_V B_V_err V_Y V_Y_err Y_JH Y_JH_err +2004dt 1.0876592913266176 4.560820577950249e-07 1.9178142544143937 2.7593963054615494e-08 -1.6110101859017862 2.23898355742302e-08 -1.2308014583475158 2.3816664327747424e-08 "" "" "" "" "" "" +2004ef 1.048714331101024 5.5132164538709255e-08 2.2674448170462056 2.9606938994264987e-08 -1.811933323524491 2.5219433537207256e-08 -1.2463595720278335 1.8226027130734175e-08 "" "" "" "" "" "" +2004eo 0.6979465807576117 2.4985889259360807e-08 2.1045948687608034 3.008546868687697e-08 -1.7026758693720514 1.971184372221984e-08 -1.1726198342699707 1.534008640506025e-08 "" "" "" "" "" "" +2004ey 0.6450210638975128 1.2432168752952987e-08 1.894576495135811 2.1274269533379144e-08 -1.9184541689454184 2.3960795668243158e-08 -0.6985632822803847 1.4894015566089735e-08 "" "" "" "" "" "" +2004gc "" "" 2.4468892421884685 3.6347622876978124e-08 -1.8846816168316047 2.4673491543841034e-08 -1.4174603998472894 1.8653960657807312e-08 "" "" "" "" "" "" +2004gs 0.9474874357209779 1.4377727563130312e-08 2.1500643299216375 4.730900025525043e-08 -1.6997207044804714 5.0556034814967884e-08 -1.3842852199224474 1.7536149560548337e-07 "" "" "" "" "" "" +2004gu 0.7659809212830293 1.0725081893185418e-08 2.1934546938155703 2.5152024923828316e-08 -1.9330148403728549 2.354257530929966e-08 -1.0956836548750772 1.4998946177322056e-08 "" "" "" "" "" "" +2005A "" "" 3.1304676310285062 3.748961250121301e-08 -1.4559179253128005 2.0079476614354956e-08 -2.3041322846808154 2.7177916126040382e-08 "" "" "" "" "" "" +2005M 0.6438997543028611 1.4682181471645753e-08 2.06260080494861 2.488702926909904e-08 -1.8470021387736468 2.5489713673425713e-08 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1.8936930585801528e-08 0.9118747931704145 6.887960038849374e-09 0.9416588072456858 1.2260240968491019e-08 "" "" +2006ot 0.4849930753259477 1.3211300944831876e-08 2.300709520488518 5.4566007847349035e-09 -1.5325965998712048 2.1440962586416266e-08 -1.7047756294949732 2.3284688038225505e-08 0.8549154886491582 1.2227220347763035e-08 1.2233139627878682 1.3791341406757467e-08 "" "" +2006py 0.1544466818146235 4.488914804048057e-09 1.7016964680844813 1.960594422511598e-08 -2.0273485935506486 2.6692552358837437e-08 -0.25188657352205807 1.1112475147662616e-08 0.3426854148661582 5.544358009130813e-09 "" "" "" "" +2007A 0.15425702722982257 3.3764666384540283e-09 1.7754912501695492 1.6285976693068903e-08 -2.02167106131553 2.081165760892734e-08 -0.3126607503366564 1.0474316793944035e-08 0.40008088082215276 1.454736362177391e-08 -0.49380004243303627 1.0166071706198671e-08 "" "" +2007N 2.7533968739590264 2.7781720919381995e-08 2.2084542944444063 2.7658574862947075e-08 -0.9890400582222924 1.2987635527473798e-08 -2.1794100664600426 2.9821264308023985e-08 1.1171387600507214 1.4646003510281405e-08 1.448861549921097 1.928962496699783e-08 "" "" +2007S nan nan 2.3814936221610448 3.291022626429614e-08 -1.7063230780629597 2.1801392233254137e-08 -1.5477936602608295 1.8867703599791367e-08 1.0011143639242759 1.3369627648373825e-08 0.6319126755094535 1.2194448065686572e-08 "" "" +2007af 1.0358904024777458 1.3569203856424954e-08 2.0452014116289656 2.5546170385842814e-08 -1.7665278728616673 2.570608379308719e-08 -1.1169061691334503 1.3801804124590341e-08 0.7851452742478631 1.1629919214686196e-08 0.5609996705913421 1.4561669993198731e-08 "" "" +2007ai 0.49979707436797777 1.3564908752430643e-08 2.486112944524779 8.521760093565276e-09 -1.7330856344883012 1.7386076887688013e-08 -1.4641243126455705 1.6593833908427294e-08 0.970326029226303 8.949884281043926e-09 -0.5945378278208522 1.1278182482410041e-08 "" "" +2007al 1.582855227132557 3.977257000863298e-09 2.3082933928686917 3.3811654698761445e-08 -1.2305973613957955 1.628884992380051e-08 -1.9249525758922585 2.3331389515081004e-08 1.0847579037555157 1.2942493583624973e-08 1.2622276122246565 1.3115385646022418e-08 "" "" +2007as 0.8861827474627098 9.30295601905683e-09 2.14879883651533 3.10571252181602e-08 -1.9204589838700414 2.610385011590264e-08 -1.0336796879034447 1.4657312797949855e-08 0.8580418901484127 9.243263840475966e-09 0.4415083819567949 1.4500273112754543e-08 "" "" +2007ax 1.3670100871760764 1.999312776876776e-08 2.3639949891248886 1.8024672207673803e-08 -1.3520308649500554 1.8605818006392292e-08 -1.8823273169379573 2.214676827907697e-08 1.0652921233885606 1.2725136392554753e-08 1.070795006197108 1.0828984273159197e-08 "" "" +2007ba 0.8471954114067934 9.148591936401961e-09 2.4140322963192475 2.8049112866929792e-08 -1.5288102837377784 1.248525919329928e-08 -1.748474066680038 1.8877402663518978e-08 0.9025395710787775 1.1567173674277273e-08 0.9627116497020973 1.0094710170517118e-08 "" "" +2007bc 0.42494375432517434 6.498016949709012e-09 2.2130959548235727 2.407478726225384e-08 -1.7912057212246595 2.5659381342602597e-08 -1.1317331037413048 1.3789489836169413e-08 0.7753408511697402 4.701914782631031e-09 0.5791848340915322 1.1319639521468256e-08 "" "" +2007bd 0.6487684891546421 7.299598277768082e-09 2.03048818541825 2.052512974297483e-08 -1.843302971362973 7.873948521144596e-09 -0.9266301416655052 1.108754582304601e-08 0.6445605039131277 3.6736066470509934e-09 0.23910559749962548 1.1385814449298847e-08 "" "" +2007bm 1.7504880463914314 7.558242171585752e-10 2.4829209862377537 1.5203890460294763e-08 -1.5999902354682494 1.3734830988841048e-08 -1.7227773174780876 2.2573937315170445e-08 1.1169939926664558 1.1847471442440386e-08 0.38863371754503856 1.1724945305310212e-08 "" "" +2007ca 0.9089006003808194 1.4364459132489105e-08 1.9676462524245582 1.754103770581892e-08 -1.8623628321431451 1.6059513220517732e-08 -0.8878791891587304 1.101117660208134e-08 0.6794382002188666 1.2675598352127501e-08 -0.006947099477898334 1.3629142829188401e-08 "" "" +2007cg "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007hj 1.065866887183028 1.362867597116112e-08 2.1087607782607916 2.6869489770646028e-08 -1.6221226179102632 2.4123180272077784e-08 -1.3367805312415841 1.9859471021069674e-08 0.9268614280930779 1.7946108661477137e-08 0.8553843429629374 1.3280408838350646e-08 "" "" +2007hx "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007if "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007jd "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007jg 0.9153892351255138 1.1968015641180876e-08 2.038689495245711 2.5013815153025156e-08 -1.9185691570177725 2.7921594674018513e-08 -1.087332988836797 1.540267665500288e-08 0.7918016296134072 1.3534396606735288e-08 0.46275798216349057 1.249720215920386e-08 "" "" +2007jh "" "" 2.5497716578885736 2.814580750151213e-08 -1.5099733802947448 2.008931908588844e-08 -1.8843036278278518 2.4299065740677855e-08 1.1728551368287787 1.2253139681432095e-08 1.8084357224875853 2.0077669776603472e-14 "" "" +2007le 1.2446555799497314 1.490634527935417e-08 2.2627760963776864 3.162108553036867e-08 -1.7935611326249898 2.2294848948359416e-08 -1.347605435170395 1.9891091136200385e-08 0.9709718591381086 1.3628297006113257e-08 0.636589048637871 1.4187818598577547e-08 "" "" +2007mm "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007nq 0.6819977106961317 5.5297995452564785e-09 2.2588160996980644 2.9420254663543177e-08 -1.7556483002218777 2.524824413012089e-08 -1.3209018518496 1.917529780835283e-08 0.8385420583847556 1.3324263527503746e-08 0.8480107132353509 1.304647936196432e-08 "" "" +2007ol "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007on 1.0545992125916381 1.0484921830397952e-07 1.9080457496418557 2.625601875943874e-08 -1.538562373858009 2.0862249615735922e-08 -1.1374487161972082 4.4862619953694145e-08 0.7531433155977564 3.26056121693552e-08 0.5808196762333698 2.985669803556879e-08 "" "" +2007so "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007sr 1.1306618662783572 1.5100433184476525e-08 1.8494609090095355 2.429578777366044e-08 -1.841287481427564 2.534999338652098e-08 -0.8642269147475711 1.4100045261069823e-08 0.7320910689706572 1.1756167404057192e-08 0.2517360930189789 1.4003427807372774e-08 "" "" +2007st "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007ux 1.0154231391338566 1.0634585812302617e-08 2.3090196312651363 2.912023146242296e-08 -1.6232740188499537 1.883824872902411e-08 -1.5508542035567179 1.8391479010134888e-08 0.8581515989274887 1.0436955084181637e-08 1.1640428442148878 1.7206788294237926e-08 "" "" +2008C 0.7676185470196204 1.0171703815729592e-08 2.136422925920974 3.1793511267862675e-08 -1.6393187392604345 2.242945508160761e-08 -1.0866974195562498 1.3741647508335762e-08 0.6493664995890963 1.3663241915209159e-08 -0.26798764600744496 2.510989041923755e-09 "" "" +2008J "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008O "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008R 1.0060244998588233 1.3483746808381506e-08 2.193584435366909 4.819633457681612e-09 -1.6571873464497453 1.5024277273274076e-08 -1.3574084908046293 1.985641314853645e-08 0.8776379920679626 1.1820956446785673e-08 0.8109140751899463 1.1497062631640936e-08 "" "" +2008ae "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008ar 0.5233796254449068 5.228324089561869e-09 2.132213796930991 2.2679203289494258e-08 -1.8467137217917589 2.0720956225222325e-08 -1.039721901131079 1.2027796752896303e-08 0.732345457732602 1.4157153424695712e-08 0.48125462251979345 1.1864960521306453e-08 "" "" +2008bc nan nan 1.836856643794108 2.3192854150902944e-08 -1.8912679576739515 2.792245580997406e-08 -0.6545828174182651 1.4398340702563481e-08 0.6536614853845246 1.2461194025723213e-08 0.09541588177421996 1.3530370965061868e-08 "" "" +2008bd "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008bf 0.6860367440408132 1.3131365209721388e-08 1.9393936867548618 2.6774440220813383e-08 -1.903625571276749 2.356521297441619e-08 -0.8029381002511952 1.4000216438185467e-08 0.6513706297787913 1.3162645642115815e-08 -0.09144538139438457 1.4213259475834284e-08 "" "" +2008bi "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008bq 1.0785785097301475 1.480228984592642e-08 2.1540082865998937 2.2078222038276647e-08 -1.9094697133921201 2.4092601663909395e-08 -0.8753405784144855 1.3138105743039247e-08 0.6931034966739079 8.85612121866239e-09 0.1679416574803539 1.1465878814247969e-08 "" "" +2008bt "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008bz "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008cc "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008cd "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008cf "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008ff "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fl "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fp 1.5038981595764016 8.73995409880142e-08 2.254330237284662 3.2938808512799854e-08 -1.5745809844342804 2.1409617288221143e-08 -1.7085463912453274 2.1383310480694572e-08 1.1818719023353499 5.193533199851953e-08 0.8529148570679255 1.416908125200412e-08 "" "" +2008fr "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fu "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fw "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008gg "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008gl 1.0549331663989627 1.2973401516343478e-08 2.2089260051822586 2.978713052604822e-08 -1.855919886372128 2.386749610176932e-08 -1.1782870098350084 1.4793448869846035e-08 0.7868770476122718 1.1634393357563303e-08 0.20948621746327553 1.4816243521194192e-08 "" "" +2008go "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008gp 0.48521494885481986 1.2643991276214285e-08 1.8447059591311759 1.4530247875193773e-08 -1.9246678033657598 2.567989628425534e-08 -0.5817062409532049 1.4218688672978145e-08 0.4981092387893224 1.2830840765807341e-08 -0.07696918414207596 1.4090170872232282e-08 "" "" +2008ha "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008hj "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008hu 0.7635045922619124 1.4759292236164322e-08 2.1814194837431593 1.9756774050186467e-08 -1.788579725430025 1.9336716167970966e-08 -1.067914256098034 1.3452152757917745e-08 0.7272978082118131 1.079527034746296e-08 0.3140091058990925 1.4654462825686556e-08 "" "" +2008hv 0.7192571802027641 1.4457168251948634e-08 1.934167197009867 2.434983719222344e-08 -1.8439028025306097 2.4800357387026567e-08 -0.8433389347087002 1.253355588781645e-08 0.652452218005894 1.4843050838623734e-08 0.2330736434458778 1.4775051257161538e-08 "" "" +2008ia 0.542821201051104 1.4823969947736503e-08 2.072621838726138 2.402062342923284e-08 -1.8471718140403084 2.1395700870352034e-08 -0.9298372194757821 1.433714506155568e-08 0.7110105966220042 1.2840844203589232e-08 0.3140280713132593 1.44881451551149e-08 "" "" +2009D 0.8605289706334808 1.1995637631107792e-08 1.9239480459469542 2.268056201189146e-08 -1.9343147649008963 1.9070333450500592e-08 -0.785258689434803 1.1556920530242588e-08 0.6326240840749988 1.40391404637247e-08 0.3045912394270947 1.2376153119645866e-08 "" "" +2009F 1.161069874805497 1.644509744688885e-08 2.4334593302044722 2.884581205279152e-08 -1.3900819341416089 2.0500571115379792e-08 -1.9238772315428516 2.4603416307547306e-08 1.115459364108571 1.2319825364766795e-08 1.192153102009059 8.181437472287025e-09 "" "" +2009I "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009J "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009P "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009Y 1.0148444371900553 2.6505457002756683e-08 1.9929643280998273 2.4694609370500068e-08 -1.9270007276980943 2.8408387845027266e-08 -0.8461403566827251 2.340810236516021e-08 0.7417773562265001 1.4082978187889127e-08 0.1705680368780882 1.435398998899603e-08 "" "" +2009aa 0.702585030822326 1.211883089374206e-08 2.0967565923346085 2.7234566751246848e-08 -1.7778181573174827 2.350931662012563e-08 -1.1005630597450535 1.3454009563117566e-08 0.7018065095973081 1.1533212083581088e-08 0.5651185249577839 1.4432493450937327e-08 "" "" +2009ab 0.5024385526668642 8.214778447171424e-09 1.8026824847141152 2.5287450718460775e-08 -1.8658401840755026 2.5859724305673345e-08 -0.6261216734166556 9.703577278664644e-09 0.536543626739033 1.243199390104341e-08 -0.5008293234293948 1.3208410015775287e-08 "" "" +2009ad 0.4536874283662778 1.4895034972326085e-08 1.7045283194388023 1.8839381076765276e-08 -1.9995162365107877 2.8824825747376582e-08 -0.38600846347198936 7.718404044625047e-09 0.42242556046248586 1.0460403991269228e-08 -0.38718474164181005 1.349387358742145e-08 "" "" +2009ag 1.1464528274975707 1.5525263740425737e-08 2.167771435121964 2.2281368721442625e-08 -1.7212661963487013 1.9767992785622787e-08 -1.3121440071674952 1.5108919801842582e-08 0.9392886743981399 1.4252038894969314e-08 0.5956118096134588 9.561050407302114e-09 "" "" +2009al "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009cz "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009dc "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009ds "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009le "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2010ae "" "" "" "" "" "" "" "" "" "" "" "" "" "" diff --git a/results/color_evolution/CMFGEN_1.04.ecsv b/results/color_evolution/CMFGEN_1.04.ecsv new file mode 100644 index 0000000..23f2ddc --- /dev/null +++ b/results/color_evolution/CMFGEN_1.04.ecsv @@ -0,0 +1,194 @@ +# %ECSV 0.9 +# --- +# datatype: +# - name: obj_id +# datatype: string +# - name: u_g +# datatype: float64 +# - name: u_g_err +# datatype: float64 +# - name: g_r +# datatype: float64 +# - name: g_r_err +# datatype: float64 +# - name: r_i +# datatype: float64 +# - name: r_i_err +# datatype: float64 +# - name: i_B +# datatype: float64 +# - name: i_B_err +# datatype: float64 +# - name: B_V +# datatype: float64 +# - name: B_V_err +# datatype: float64 +# - name: V_Y +# datatype: float64 +# - name: V_Y_err +# datatype: float64 +# - name: Y_JH +# datatype: float64 +# - name: Y_JH_err +# datatype: float64 +# meta: !!omap +# - source: CMFGEN +# - version: '1.04' +# - bands: +# - !!python/tuple +# - csp_dr3_u +# - csp_dr3_g +# - !!python/tuple +# - csp_dr3_g +# - csp_dr3_r +# - !!python/tuple +# - csp_dr3_r +# - csp_dr3_i +# - !!python/tuple +# - csp_dr3_i +# - csp_dr3_B +# - !!python/tuple +# - csp_dr3_B +# - csp_dr3_V +# - !!python/tuple +# - csp_dr3_V +# - csp_dr3_Y +# - !!python/tuple +# - csp_dr3_Y +# - csp_dr3_Jcsp_dr3_H +# schema: astropy-2.0 +obj_id u_g u_g_err g_r g_r_err r_i r_i_err i_B i_B_err B_V B_V_err V_Y V_Y_err Y_JH Y_JH_err +2004dt 0.6686269801430619 4.560820579797278e-07 2.234289660821217 3.2326592707330954e-08 -1.0121449218568288 1.4475481578519715e-08 -2.1631246957066024 2.963914868938814e-08 "" "" "" "" "" "" +2004ef 0.6285831544075025 5.5132164372695204e-08 2.583507392006697 3.3929763561030453e-08 -1.213968056097915 1.6685160239600268e-08 -2.177696089575814 2.8691940823806613e-08 "" "" "" "" "" "" +2004eo 0.27613464653340514 2.4985889230888132e-08 2.4199977583901813 3.0085469895762026e-08 -1.1061371349130993 1.594432774565182e-08 -2.1023959598958917 2.985333479755509e-08 "" "" "" "" "" "" +2004ey 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2.1656365204701444 2.8756319969802034e-08 -1.2430763513639747 1.5503357944727436e-08 -1.7958328065068234 2.440527337951299e-08 0.7988399279220894 1.1756167452406481e-08 0.8130975442500462 1.4003428364435287e-08 "" "" +2007st "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007ux 0.5956554802626004 1.0634584700437748e-08 2.6252203165346897 2.9120232768390567e-08 -1.0250082941740248 1.3995182325842155e-08 -2.482519928287409 3.047275439719293e-08 0.9248613229890862 1.043695524493729e-08 1.7254727307466005 2.0394565548250683e-08 "" "" +2008C 0.346574598679262 1.0171703235342886e-08 2.452131683443873 3.195660715694839e-08 -1.0421203367433904 1.440262677278764e-08 -2.0171945819231123 2.5258442461440232e-08 0.7168424450551715 1.3663242153064228e-08 0.2921052421954765 2.51098987072853e-09 "" "" +2008J "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008O "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008R 0.5853695300079873 1.348374560179403e-08 2.509445227688257 4.819634483219891e-09 -1.0596599248601235 1.5024273985703802e-08 -2.2882656196914914 3.213269631840827e-08 0.9448774851308323 1.1820956528207567e-08 1.371418910349522 1.8297899128745614e-08 "" "" +2008ae "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008ar 0.10384473994474204 5.228324131081842e-09 2.448502110103908 2.26792053953665e-08 -1.2482570355847937 1.3896685226763352e-08 -1.97159696396923 2.22209397624765e-08 0.7989183453735675 1.415715364914053e-08 1.0429239249865345 1.1864961551796707e-08 "" "" +2008bc nan nan 2.1502258412180213 3.075558102949623e-08 -1.299041611332009 1.8186577330504146e-08 -1.5796654439635087 1.8630751722763946e-08 0.7247356403904441 1.2461194027668876e-08 0.6493040640055033 1.3530372092329747e-08 "" "" +2008bd "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008bf 0.26656857124239774 1.313136491586481e-08 2.2557069993053833 2.677444156297892e-08 -1.3051143586987055 1.867312914267081e-08 -1.7348729522236817 2.483746054015772e-08 0.7179044601199653 1.3162645789953438e-08 0.47029229436005304 1.4213259535894038e-08 "" "" +2008bi "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008bq 0.6573413172875038 1.4802288924914062e-08 2.469640802412844 2.207822246150784e-08 -1.3124360243370474 1.657247367030274e-08 -1.8056576200619685 1.8202941913955484e-08 0.76069789775847 8.856121149515537e-09 0.727828384396278 1.1465878808720395e-08 "" "" +2008bt "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008bz "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008cc "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008cd "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008cf "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008ff "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fl "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fp 1.0793847851661897 8.739954120332812e-08 2.568590961490758 3.2938809791040877e-08 -0.9804795546005062 1.3519287727250596e-08 -2.63566580731825 3.475709673559294e-08 1.251583864562846 5.193533226012703e-08 1.409138660623587 1.883159856170839e-08 "" "" +2008fr "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fu "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fw "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008gg "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008gl 0.6357327591601956 1.2973401206951085e-08 2.5253391502346085 2.9787132279649287e-08 -1.2571907199624988 1.658242091179454e-08 -2.11046091728182 2.93534281202166e-08 0.8532548216380129 1.1634393437936764e-08 0.7714972479230111 1.4816244169000955e-08 "" "" +2008go "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008gp 0.06302402042080303 1.2643991217709554e-08 2.1599550129265226 1.4530248762602935e-08 -1.3284597167181766 1.9052899959117015e-08 -1.5111212906125997 2.105824498591425e-08 0.5662981989412393 1.2830840940057632e-08 0.48188485463251574 1.4090171313551865e-08 "" "" +2008ha "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008hj "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008hu 0.3417243915019406 1.4759291326609317e-08 2.4968351658566315 1.975677444919366e-08 -1.1920134613780655 1.5568480812782745e-08 -1.9977204545217768 1.3452157324933473e-08 0.795228660638252 1.0795270768446283e-08 0.8733110282334157 1.4654463702350233e-08 "" "" +2008hv 0.29992270729812026 1.4457168347490031e-08 2.2505304590159496 3.344408553200405e-08 -1.2452825824392384 1.7465051727197122e-08 -1.775393332004168 2.1393023760240878e-08 0.7189079855879804 1.4843050943809246e-08 0.7949480242362083 1.477505185587151e-08 "" "" +2008ia 0.1173704313928965 1.4823969733354711e-08 2.386459134070467 2.4020624987468912e-08 -1.2539638615078184 1.7701469172713272e-08 -1.8559853907833457 2.7388300463064313e-08 0.7813709037441126 1.2840844561688411e-08 0.8691383329698942 1.4488146017933614e-08 "" "" +2009D 0.44049665990677395 1.199563738956508e-08 2.2400483370085187 2.268056227094643e-08 -1.3362675091427083 1.9070332155286158e-08 -1.716685020736114 1.1556922469325948e-08 0.6994904508973 1.4039140632581249e-08 0.8657473005521468 1.2376153801255935e-08 "" "" +2009F 0.7393850134258326 1.0960464351126933e-08 2.7489133646367114 3.827488509394299e-08 -0.7934331047859049 1.415956502337884e-08 -2.8537736328387995 3.7445140001494716e-08 1.1833307541390712 1.2319825631928117e-08 1.751558297821915 2.1226713953995087e-08 "" "" +2009I "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009J "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009P "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009Y 0.5932232509814523 2.6505456759280597e-08 2.3084439099957432 3.284060952135755e-08 -1.3302968727374895 1.8659859125357873e-08 -1.7760968803891655 2.3408106486145187e-08 0.809609125731523 1.4082978462666918e-08 0.7300420651175814 1.4353990441099026e-08 "" "" +2009aa 0.2831836622331502 1.211883075666861e-08 2.41309488775567 2.7234568893070194e-08 -1.1792524337717825 1.533099367464538e-08 -2.0325576899305404 2.9510526510525064e-08 0.7683012999147518 1.1533212306564525e-08 1.1269245601524407 1.4432493732576986e-08 "" "" +2009ab 0.07739492821635685 8.214778434618031e-09 2.116705563678531 2.5287451272279192e-08 -1.2722408647026189 1.7814569817294225e-08 -1.5526951101836781 2.262391671338608e-08 0.6066197725970591 1.24319940851545e-08 0.05476855732966032 1.3208408836799637e-08 "" "" +2009ad 0.03178043270942764 1.4895034496269144e-08 2.0198928065484214 1.883938306143666e-08 -1.4030601132626974 1.9692717743319056e-08 -1.3156943551447895 7.718409165598195e-09 0.4904357550205792 1.0460404399266922e-08 0.17197943318733477 1.3493873806753206e-08 "" "" +2009ag 0.7202582026239985 1.2007307988226621e-08 2.4812614977404888 2.2281369746335548e-08 -1.1287870026181528 1.0615182134867304e-08 -2.237500957346264 2.722594418834427e-08 1.0101788008384691 1.4252039156887376e-08 1.149814654523247 1.5902183463568653e-08 "" "" +2009al "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009cz "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009dc "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009ds "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009le "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2010ae "" "" "" "" "" "" "" "" "" "" "" "" "" "" diff --git a/results/color_evolution/CMFGEN_1.4.ecsv b/results/color_evolution/CMFGEN_1.4.ecsv new file mode 100644 index 0000000..76087bd --- /dev/null +++ b/results/color_evolution/CMFGEN_1.4.ecsv @@ -0,0 +1,194 @@ +# %ECSV 0.9 +# --- +# datatype: +# - name: obj_id +# datatype: string +# - name: u_g +# datatype: float64 +# - name: u_g_err +# datatype: float64 +# - name: g_r +# datatype: float64 +# - name: g_r_err +# datatype: float64 +# - name: r_i +# datatype: float64 +# - name: r_i_err +# datatype: float64 +# - name: i_B +# datatype: float64 +# - name: i_B_err +# datatype: float64 +# - name: B_V +# datatype: float64 +# - name: B_V_err +# datatype: float64 +# - name: V_Y +# datatype: float64 +# - name: V_Y_err +# datatype: float64 +# - name: Y_JH +# datatype: float64 +# - name: Y_JH_err +# datatype: float64 +# meta: !!omap +# - source: CMFGEN +# - version: '1.4' +# - bands: +# - !!python/tuple +# - csp_dr3_u +# - csp_dr3_g +# - !!python/tuple +# - csp_dr3_g +# - csp_dr3_r +# - !!python/tuple +# - csp_dr3_r +# - csp_dr3_i +# - !!python/tuple +# - csp_dr3_i +# - csp_dr3_B +# - !!python/tuple +# - csp_dr3_B +# - csp_dr3_V +# - !!python/tuple +# - csp_dr3_V +# - csp_dr3_Y +# - !!python/tuple +# - csp_dr3_Y +# - csp_dr3_Jcsp_dr3_H +# schema: astropy-2.0 +obj_id u_g u_g_err g_r g_r_err r_i r_i_err i_B i_B_err B_V B_V_err V_Y V_Y_err Y_JH Y_JH_err +2004dt 1.2291767215045932 4.56082057429145e-07 1.7265707452033843 2.4361984538422136e-08 -1.7680219864452844 2.2389835370172722e-08 -0.8901938145559635 2.3816664198000327e-08 "" "" "" "" "" "" +2004ef 1.1911864690335416 5.5132164780561494e-08 2.0761562146051373 2.9606939030795665e-08 -1.969008832299262 2.5219433686696977e-08 -0.9051007192376027 1.8226026889639388e-08 "" "" "" "" "" "" +2004eo 0.8418953642136168 2.4985889129173157e-08 1.913252066478778 2.4508252557532317e-08 -1.859848953016989 2.546369776298828e-08 -0.8303469697574277 1.3443747386104434e-08 "" "" "" "" "" "" +2004ey 0.7898340724412729 1.2432168922560153e-08 1.7032111486539638 2.1274268759579206e-08 -2.075683812449437 2.3960796104655797e-08 -0.35569298737979266 1.4894015306329746e-08 "" "" "" "" "" "" +2004gc "" "" 2.25549993786342 2.917660175732703e-08 -2.042029485758459 2.4673492281755802e-08 -1.0733169772158082 1.5370472624245024e-08 "" "" "" "" "" "" +2004gs 1.0892375688635385 1.4377727645676906e-08 1.9588091240894372 4.7308999623700826e-08 -1.8567480782097388 5.055603511117882e-08 -1.0435191587944521 1.753614955331594e-07 "" "" "" "" "" "" +2004gu 0.9076148037346324 1.0725082107112638e-08 2.0022052750427477 2.5152024527020588e-08 -2.090034437821072 2.8898412864484044e-08 -0.754996758560719 1.2405363167232667e-08 "" "" "" "" "" "" +2005A "" "" 2.939213860477764 3.74896113087922e-08 -1.612943356917801 2.007947720749579e-08 -1.9633860065307847 2.7177915173817033e-08 "" "" "" "" "" "" +2005M 0.7856498874454214 1.468218156061419e-08 1.8713455991164112 2.4887028751574996e-08 -2.004029512502914 2.548971414583868e-08 -0.6729127622576916 4.2410942502620506e-08 "" "" "" "" "" "" +2005W 0.6032968156591068 1.094650595729928e-08 1.5162387343025587 2.22728439196329e-08 -2.165090639941213 2.6595511869665855e-08 -0.02881245228416867 1.2938309395008633e-08 "" "" "" "" "" "" +2005ag "" "" 2.0468117641459016 2.132902553339764e-08 -1.856492126337971 2.6648918360130113e-08 -0.9784633879878408 1.3284929504449683e-08 "" "" "" "" "" "" +2005al 1.0604156280012007 7.6252247334394e-08 1.7174881309850891 2.49287244409563e-08 -2.0043712487242225 2.403151843574371e-08 -0.45379703334802474 1.443458483815256e-08 "" "" "" "" "" "" +2005am 1.0530745928396605 1.5995456677423263e-07 1.9738446950750965 2.560364193894798e-08 -1.9458435199697024 2.2683885968400767e-08 -0.8884723261645615 1.4088400605892336e-08 "" "" "" "" "" "" +2005be 1.0096719279044721 1.1876699375309686e-08 2.059122555427674 2.2772641873035836e-08 -1.9695115520591102 1.1447177640415423e-08 -0.8961455609081672 7.249829679618656e-09 "" "" "" "" "" "" +2005bg 0.7876507774726184 1.0815719319580572e-08 1.90046430293155 1.783880917964561e-08 -2.12671423364232 2.247810515498827e-08 -0.45531506040487196 1.3314146898802403e-08 "" "" "" "" "" "" +2005bl 1.2851503543098544 6.646539608169284e-09 2.0316695452494433 2.0479514234080122e-08 -1.4611209250013393 1.7917420262616754e-08 -1.227496901119913 1.4950056443910558e-08 "" "" "" "" "" "" +2005bo 0.897485415167529 1.1003417745565375e-08 1.9627288559313303 7.758165400640256e-10 -1.9329931475267073 3.7146566333253766e-09 -0.9343645492534689 9.87238107972827e-09 "" "" "" "" "" "" +2005el 0.907450490332378 1.4770191494756036e-08 1.6691233225506155 2.0963465712618347e-08 -1.9643655516270075 2.846163160642873e-08 -0.4573973082596306 1.2191325595666594e-08 "" "" "" "" "" "" +2005eq 0.9546497459908534 1.4096229707385834e-08 1.8901233027419795 2.786910944318749e-08 -2.0741523000106623 3.0516192616769894e-08 -0.6111324102318303 1.4865038602497521e-08 "" "" "" "" "" "" +2005gj "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2005hc 0.6783253358852251 6.920787826915102e-09 1.9916560101605132 2.7918156538047487e-08 -2.0624715963820326 2.227881804261045e-08 -0.7136202286119497 1.3521723981875189e-08 "" "" "" "" "" "" +2005hj 0.2849927706568806 5.475518854620302e-09 2.0463667701738326 2.507412191905187e-08 -2.0565661785258906 2.5644787106652768e-08 -0.8457501755849037 1.481469934202128e-08 nan nan 1.9912067807812954 1.8305527900174163e-08 "" "" +2005hk "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2005iq 0.8316799632854301 1.463349521288431e-08 1.8763220295451029 2.5913282495868776e-08 -2.0061339044327373 2.0457683390867154e-08 -0.6228728318434194 1.3176573968015691e-08 "" "" "" "" "" "" +2005ir "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2005kc 0.7177754380643481 9.720566028205461e-09 1.6969103467445448 1.0659307949505393e-08 -1.992156236186142 1.0464065519100374e-08 -0.7297335770312255 1.4589293756553573e-08 "" "" "" "" "" "" +2005ke 1.5584075435057638 1.966096528907405e-07 1.5726980970096407 5.686937526881195e-08 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"" "" "" "" "" "" "" "" "" "" "" +2008fu "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fw "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008gg "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008gl 1.196596130624398 1.610782140334534e-08 2.017675128160372 2.9787130166783106e-08 -2.0129414298537456 2.3867496801712036e-08 -0.837580314090033 1.479344803153844e-08 0.7680956579262235 1.1634393200610634e-08 0.006216791270789633 1.481624333393433e-08 "" "" +2008go "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008gp 0.6294996928426164 1.2643991378396528e-08 1.6533535667681365 1.453024708948114e-08 -2.081862922523524 2.567989710272122e-08 -0.23920148553076223 1.4218688237392555e-08 0.4762805394558449 1.2830840769769857e-08 -0.2792678914100477 1.4090170926058286e-08 "" "" +2008ha "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008hj "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008hu 0.9074252978432702 1.4759292653776878e-08 1.9900775298130535 1.975677340988074e-08 -1.9457509650073308 2.823153952255354e-08 -0.7256607517190754 1.3452151601763823e-08 0.7058979309383876 1.0795270215876104e-08 0.11157251302425117 1.4654462661495376e-08 "" "" +2008hv 0.8610363445302571 1.4457168256129637e-08 1.7429105635504187 2.4349836876119834e-08 -2.0009321169382255 2.9653716519242113e-08 -0.502553096086143 1.2533556068033814e-08 0.633537729060629 1.4843050874832182e-08 0.029846176080738772 1.4775051104519761e-08 "" "" +2008ia 0.6900490489290091 1.4823970072214791e-08 1.8812320129974065 2.4020622120726457e-08 -2.0045573273004735 2.1395702180842156e-08 -0.585281157606189 1.4337145051725335e-08 0.6856420836853839 1.284084408383566e-08 0.11288402242721407 1.4488145005236077e-08 "" "" +2009D 1.0029148829256487 1.1995637786180542e-08 1.7326631989473933 2.2680562082279476e-08 -2.091384539776624 1.907033403730505e-08 -0.44405879055702535 1.155692041234213e-08 0.6130117285144859 1.4039140336051725e-08 0.10158442328470252 1.2376153395665129e-08 "" "" +2009F 1.3049062717983289 1.644509788325143e-08 2.2421199671515937 2.8845810847176597e-08 -1.5472476329062743 2.0500572183758943e-08 -1.5816818401888384 1.4071889049950002e-08 1.0941585289411258 1.231982530923583e-08 0.9896847229766951 8.181436063191077e-09 "" "" +2009I "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009J "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009P "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009Y 1.1586245659729462 2.650545712090563e-08 1.801626730245021 2.4694608774413588e-08 -2.084162726465396 2.8408388152900862e-08 -0.503983734934632 2.3408101322729336e-08 0.7205425664489359 1.4082978105478855e-08 -0.03192152592647771 1.435398996159938e-08 "" "" +2009aa 0.8444222197431995 1.21188310402414e-08 1.9054971265799412 2.7234565904494897e-08 -1.934851349676643 2.3509317050880734e-08 -0.7597376825846315 1.345400920295711e-08 0.682825491685675 1.1533212158876093e-08 0.36191204540326793 1.4432493497442563e-08 "" "" +2009ab 0.6492930314116138 8.214778584770943e-09 1.6112925718363105 1.8000001540475904e-08 -2.023201808340014 2.5859724917932053e-08 -0.281827890827253 9.703576279557332e-09 0.5116316863150278 1.2431993796200099e-08 -0.7021239713790721 1.32084110061812e-08 "" "" +2009ad 0.5977203705009673 1.4895035533600604e-08 1.513183017216778 1.88393793013381e-08 -2.1566948459288318 2.8824826495806946e-08 -0.04367755202206052 7.7184044940471e-09 0.40089367555234606 1.0460403886370385e-08 -0.5895789333746189 1.34938738895224e-08 "" "" +2009ag 1.2943676741128842 1.552526373269508e-08 1.9763856492627467 2.2281367846121782e-08 -1.8786954620860843 1.9767994228685376e-08 -0.9671037306345632 1.1225697239366518e-08 0.9130740575799968 1.4252038645873782e-08 0.39474817254745487 9.561050148406672e-09 "" "" +2009al "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009cz "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009dc "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009ds "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009le "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2010ae "" "" "" "" "" "" "" "" "" "" "" "" "" "" diff --git a/results/color_evolution/CMFGEN_1.7.ecsv b/results/color_evolution/CMFGEN_1.7.ecsv new file mode 100644 index 0000000..c96d8cd --- /dev/null +++ b/results/color_evolution/CMFGEN_1.7.ecsv @@ -0,0 +1,194 @@ +# %ECSV 0.9 +# --- +# datatype: +# - name: obj_id +# datatype: string +# - name: u_g +# datatype: float64 +# - name: u_g_err +# datatype: float64 +# - name: g_r +# datatype: float64 +# - name: g_r_err +# datatype: float64 +# - name: r_i +# datatype: float64 +# - name: r_i_err +# datatype: float64 +# - name: i_B +# datatype: float64 +# - name: i_B_err +# datatype: float64 +# - name: B_V +# datatype: float64 +# - name: B_V_err +# datatype: float64 +# - name: V_Y +# datatype: float64 +# - name: V_Y_err +# datatype: float64 +# - name: Y_JH +# datatype: float64 +# - name: Y_JH_err +# datatype: float64 +# meta: !!omap +# - source: CMFGEN +# - version: '1.7' +# - bands: +# - !!python/tuple +# - csp_dr3_u +# - csp_dr3_g +# - !!python/tuple +# - csp_dr3_g +# - csp_dr3_r +# - !!python/tuple +# - csp_dr3_r +# - csp_dr3_i +# - !!python/tuple +# - csp_dr3_i +# - csp_dr3_B +# - !!python/tuple +# - csp_dr3_B +# - csp_dr3_V +# - !!python/tuple +# - csp_dr3_V +# - csp_dr3_Y +# - !!python/tuple +# - csp_dr3_Y +# - csp_dr3_Jcsp_dr3_H +# schema: astropy-2.0 +obj_id u_g u_g_err g_r g_r_err r_i r_i_err i_B i_B_err B_V B_V_err V_Y V_Y_err Y_JH Y_JH_err +2004dt 0.7798036725144271 4.560820578918284e-07 2.3021872401700634 3.2326592716660896e-08 -0.7190817168549983 1.4475481091034175e-08 -2.5091224695461443 3.692899508278396e-08 "" "" "" "" "" "" +2004ef 0.7385718401848012 5.513216446536688e-08 2.651781371381567 3.859263584087035e-08 -0.9194857562845002 1.6685160066491135e-08 -2.5256848122316606 3.278021884924136e-08 "" "" "" "" "" "" +2004eo 0.38424327304678535 2.4985889104495517e-08 2.488857580748821 3.0085470790594525e-08 -0.8094120660655767 1.2161018333886944e-08 -2.4535220687191 3.3511564006275074e-08 "" "" "" "" "" "" +2004ey 0.3292200674591853 1.2432168704319775e-08 2.2787855443443163 3.296257409092407e-08 -1.0247047210959992 1.4520117077010157e-08 -1.980402389401198 2.6316270998084626e-08 "" "" "" "" "" "" +2004gc "" "" 2.8309574825420447 3.6347624025761456e-08 -0.9898848201074092 1.2172390884360058e-08 -2.701315723080904 3.409080413240156e-08 "" "" "" "" "" "" +2004gs 0.6390755016243233 1.43777275898624e-08 2.53442922352426 4.7309000471654094e-08 -0.8076663117678047 4.958370783352461e-08 -2.6628499210157965 1.753614972198238e-07 "" "" "" "" "" "" +2004gu 0.4578469914261564 1.0725082023592946e-08 2.5778236924880944 3.4015459630249503e-08 -1.0410234030193524 1.3117655128492914e-08 -2.3741265303581103 3.143311420183582e-08 "" "" "" "" "" "" +2005A "" "" 3.514833561872084 4.8328999011454227e-08 -0.5638792707184126 1.3964350519812801e-08 -3.5826665331300918 4.7893070944911396e-08 "" "" "" "" "" "" +2005M 0.33548782020620616 1.4682181579458846e-08 2.446965698536135 3.575766172047291e-08 -0.9549477460060084 1.3961227610880446e-08 -2.2922435243888595 4.2110229734561684e-08 "" "" "" "" "" "" +2005W 0.1492202080634267 1.0946504840822448e-08 2.091862408093544 2.227284517681127e-08 -1.115303400193037 1.496199589367381e-08 -1.650146166153921 2.3855663009342572e-08 "" "" "" "" "" "" +2005ag "" "" 2.622435016237867 3.085596077809678e-08 -0.8072337131128563 1.4354306939270966e-08 -2.598296075937197 3.250445460215611e-08 "" "" "" "" "" "" +2005al 0.6078987195006015 7.62522471894158e-08 2.29311326617698 3.1008108250201545e-08 -0.9548658000751611 1.3925389302722063e-08 -2.0743310881074306 2.9006057115661194e-08 "" "" "" "" "" "" +2005am 0.6006554365558158 1.5995456662808313e-07 2.549469793413389 3.742196427264174e-08 -0.896355700716091 9.837823403927275e-09 -2.508956334671662 3.7080315965546366e-08 "" "" "" "" "" "" +2005be 0.5592145032282618 1.1876698402836392e-08 2.634743758364268 2.2772644703355983e-08 -0.9203767595656855 1.1447173940501937e-08 -2.5156269835564804 2.998619609312607e-08 "" "" "" "" "" "" +2005bg 0.33739022596195134 1.0815719147555674e-08 2.476084785190713 2.9335745164212663e-08 -1.0776147900909492 1.2390149113956386e-08 -2.074696050410723 2.6062932033575706e-08 "" "" "" "" "" "" +2005bl 0.8351853509738563 6.6465391517992976e-09 2.6072888338042777 2.0479515211739876e-08 -0.4120745204147857 1.2239981535424319e-08 -2.846727183123641 2.8633482538258244e-08 "" "" "" "" "" "" +2005bo 0.4458494234889919 1.1003415577425523e-08 2.538353118741365 3.439804767122656e-08 -0.8836464387781533 3.714649371502127e-09 -2.5544479029096356 9.872383469922706e-09 "" "" "" "" "" "" +2005el 0.4492227198027278 1.47701917110894e-08 2.244723946096916 2.7705280925666012e-08 -0.9138235757009953 1.1542980555620281e-08 -2.080869973538128 3.093350936398458e-08 "" "" "" "" "" "" +2005eq 0.49999035730820196 1.4096229460098921e-08 2.4657454340789644 3.527571681383059e-08 -1.0242595242907535 1.2487972050623753e-08 -2.232765471420713 3.2631755796858403e-08 "" "" "" "" "" "" +2005gj "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2005hc 0.22836033254922725 6.920787871289588e-09 2.567275298714035 3.577127250933117e-08 -1.013425191355477 1.4868153432871933e-08 -2.332850510525464 3.325175051078919e-08 "" "" "" "" "" "" +2005hj -0.16595628040659283 5.475518439375423e-09 2.62198951147183 3.5075392306164546e-08 -1.0073430506424979 1.2219462992217816e-08 -2.465482542381392 3.232052038808956e-08 nan nan 2.6228430385574817 1.8305531707094976e-08 "" "" +2005hk "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2005iq 0.38240568453464996 1.4633494712297039e-08 2.4519380062819267 2.591328470241935e-08 -0.9572113315992735 1.3920219351062359e-08 -2.2417511886214885 2.9502885426286906e-08 "" "" "" "" "" "" +2005ir "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2005kc 0.25782755639326826 9.720564654912266e-09 2.2724930375590167 3.034661335355858e-08 -0.941299413920657 1.0464061923874512e-08 -2.354097202227012 3.0328710170954026e-08 "" "" "" "" "" "" +2005ke 1.1086397311972878 1.9660965288581313e-07 2.14831651452202 5.686937648225964e-08 -0.3236812482498369 1.3774932043314162e-08 -2.6903159017787543 1.6921701597946856e-07 0.5935838047864181 1.1525045450695758e-08 1.0603648781681436 1.1682623766866766e-08 "" "" +2005ki 0.4521406114411115 1.6338356559840338e-07 1.9744447079425256 3.470990594122863e-07 -0.8408024989249011 3.4391702721098515e-07 -1.946896726078873 1.907200862266592e-07 0.49891567112725066 3.5493637230654225e-08 1.426231563185598 1.1489005414060816e-08 "" "" +2005ku 0.2509635493989644 4.514196698801288e-15 2.5657080866773097 4.7287191568727405e-09 -0.9770164134507829 1.0859112990692151e-08 -1.577220154710663 9.339565930301494e-09 "" "" "" "" "" "" +2005lu 0.7640024935547134 1.8030047074431493e-09 2.825498080535593 2.2377122144591193e-08 -0.8812293833571491 1.4022316951957917e-08 -2.8103567589784615 3.8461573265831685e-08 0.9327759761942866 1.1455004964992706e-08 1.3047894935999018 1.7067219199802635e-08 "" "" +2005mc "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2005na 0.23461863748790185 9.853277626988212e-09 2.527422754918342 3.4675008447544734e-08 -0.9373564754053311 1.334923235016452e-08 -2.349467851833505 2.0848792069835756e-08 0.9524442528208592 1.00074997802766e-08 1.553869812024126 1.6259544557506777e-08 "" "" +2006D 0.6678713956678382 8.245242115681602e-08 2.05080932077545 2.9637287589930156e-08 -0.816790917883646 3.082795737888866e-08 -2.039924306629809 1.1363141279977693e-07 0.7343562262395974 2.711076285210633e-08 1.369004268235707 1.9777068770947843e-08 "" "" +2006X 2.2817928416612205 2.7455786122256215e-08 3.3493344894975854 1.938877198298673e-07 -0.4699785036590692 1.8254488998175583e-08 -4.142176692353423 5.26756721868806e-07 1.7289518698203865 3.1943584887791495e-07 2.338998332090984 3.038128800432753e-08 "" "" +2006ax 0.3672647852559539 1.2130412616237887e-08 2.305882630316006 1.6223893783973153e-08 -0.9749665346146245 1.0729699066755895e-08 -2.0303125774526003 2.5196424205797334e-08 0.6386235691163945 1.2506116709732702e-08 0.3944972897992107 1.2405452903382972e-08 "" "" 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4.422343183580044e-08 -0.609115592575944 7.374052815295563e-08 -2.3168253920029884 8.192753416538936e-08 0.7647385758483521 3.7938800106608926e-08 1.267622680662139 1.4837188598223449e-08 "" "" +2006hx -0.3198859779369591 9.156820993774698e-09 2.7051021817045013 2.2794409602829405e-08 -0.6886867948006575 9.976309897476984e-09 -2.3637688263539944 2.4879027536591867e-08 0.6978114585626276 7.842181006181388e-09 "" "" "" "" +2006is 0.5511374153935438 1.1220834199562038e-08 2.3168251033561416 3.025043699392099e-08 -1.177901746562126 3.6446146180668324e-08 -1.9435003947520322 2.4915382340704856e-08 0.6370874598320833 1.8648785824777022e-08 -0.6287680429151952 1.1361141800848661e-08 "" "" +2006kf 0.32530599220640827 1.1582747737467418e-08 2.464456109169123 2.8160927639539974e-08 -0.8970520920883229 1.3309790908373057e-08 -2.3801522576383216 2.9894676533984876e-08 0.9700878692446682 1.4179936615304266e-08 0.93514003547172 1.4413177179946219e-08 "" "" +2006lu 0.4419878945625347 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1.366918583109235 1.6714254941283205e-08 "" "" +2006ot 0.17748577630602488 1.3211300138699317e-08 2.6850873241255875 5.456601402825129e-09 -0.6407468598351262 1.0845466550632768e-08 -2.982944257282659 2.328469120138604e-08 0.898802215249778 1.2227220459752075e-08 1.6524123710298708 2.0609005705193112e-08 "" "" +2006py -0.15631585887008684 4.488915187891731e-09 2.0860216853089097 3.048832225281679e-08 -1.1347596055282354 1.571148783644184e-08 -1.5314852354850395 1.8019442775706982e-08 0.3881545795586692 5.544358293540945e-09 "" "" "" "" +2007A -0.15712399573860142 3.376466204352978e-09 2.15980452725103 1.6285978485073472e-08 -1.1289407152617326 1.0256854046886993e-08 -1.5925326351107882 1.7592414978284212e-08 0.44585348453515766 1.4547363909183093e-08 -0.06634804000864121 1.0166070471846555e-08 "" "" +2007N 2.444291273500836 2.7781720130011663e-08 2.592808407679334 3.5423434499619464e-08 -0.09682833530985002 1.2987632431934785e-08 -3.458279165045806 4.999704337288332e-08 1.1617994075766505 1.682497887541472e-08 1.877285063364013 1.928962675093036e-08 "" "" +2007S nan nan 2.7658616056926832 3.291022859865361e-08 -0.8143159008306955 1.25303340560502e-08 -2.8262669953496644 3.079031677727667e-08 1.0453374674548845 1.3369627590459676e-08 1.0607178749399944 1.2194449229128134e-08 "" "" +2007af 0.727478468381091 1.3569203974267592e-08 2.4295663051028806 3.4836276333060664e-08 -0.8744734806733542 1.3068056106358166e-08 -2.3954708702940897 3.491563103366682e-08 0.8294693240951894 1.1629919309586313e-08 0.989716840278058 1.4561669965525277e-08 "" "" +2007ai 0.17136674867935553 1.3564907811324814e-08 2.869823326925782 8.52176228887737e-09 -0.8363266720129783 1.1140355975151516e-08 -2.751737588140021 1.659383915956107e-08 1.024848977231039 8.949884526095246e-09 -0.17481167575680348 1.1278181136784464e-08 "" "" +2007al 1.2736803657853204 3.9772565395377945e-09 2.6926463875297846 3.3811656593628716e-08 -0.33836990992905835 1.1243534292347152e-08 -3.203852100331188 3.631692333814419e-08 1.1294522203831365 1.6828176618169992e-08 1.6906217410407327 2.0242306837009148e-08 "" "" +2007as 0.5701797506836087 9.302956041025321e-09 2.5330023084329114 3.6040871091523485e-08 -1.0266625746728268 1.2481586601592703e-08 -2.3156093245867466 2.955060219053147e-08 0.9061113286004914 9.24326395665018e-09 0.8669466126959658 1.4500273291029683e-08 "" "" +2007ax 1.057005597626788 7.747631809414678e-09 2.7483339820081945 3.809193934842135e-08 -0.4596147331803929 1.2602082058082952e-08 -3.1615917689327673 3.555713711512552e-08 1.1103905989783063 1.2725136842002124e-08 1.4988362515929943 1.6710174214238096e-08 "" "" +2007ba 0.5382977090414959 9.148590642978481e-09 2.7983897214339586 2.8049114360251456e-08 -0.6366457514246677 1.2485257713488927e-08 -3.02725187138132 3.746071806615429e-08 0.9470992216203309 1.1567173804583303e-08 1.391223296153824 1.5536258423938386e-08 "" "" +2007bc 0.11715776117721098 6.498015645469981e-09 2.5974699189123163 2.4074789378441785e-08 -0.8992929960351996 1.4514975457795773e-08 -2.4100236428482904 2.5044365114824018e-08 0.8193621080313729 4.701914790881534e-09 1.0081660001076513 1.1319640836654619e-08 "" "" +2007bd 0.3401482533993055 7.299598255250039e-09 2.414849922600175 2.0525132419610807e-08 -0.9512013712287081 7.873943348393902e-09 -2.205286187149827 2.335752361888563e-08 0.6889855153417433 3.673606823126422e-09 0.6677347064654298 1.138581436607144e-08 "" "" +2007bm 1.441729038896267 7.558242357453103e-10 2.8672805818247014 4.2570625698627005e-08 -0.7078571676152289 1.3734826178408377e-08 -3.001494246276477 3.7995535904903005e-08 1.1614863200758991 1.665025021220193e-08 0.817204102150474 1.1724946769527623e-08 "" "" +2007ca 0.598000483609158 1.4364458748131715e-08 2.351968868290285 1.7541039435493044e-08 -0.9697424259710385 1.0983686429171345e-08 -2.1675385780530187 2.7519528427942154e-08 0.7249747843459691 1.2675598533873766e-08 0.4207112949835582 1.3629144111899457e-08 "" "" +2007cg "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007hj 0.7537320749746838 1.3628675602071113e-08 2.49305864717317 3.6099791861501575e-08 -0.7292195891638581 1.3834554942612975e-08 -2.6169860816490185 3.6694741803355275e-08 0.9730050807612325 1.794610872183788e-08 1.2825116730932093 1.822550273249171e-08 "" "" +2007hx "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007if "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007jd "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007jg 0.6017539082532272 1.1968015123998207e-08 2.4229538179889087 2.5013817361015308e-08 -1.0253210317008437 9.415959001696116e-09 -2.368204960352846 2.7401781345885728e-08 0.8386879631536814 1.353439683760029e-08 0.8892347126902768 1.249720265571946e-08 "" "" +2007jh "" "" 2.9341652823769726 2.8145810085642514e-08 -0.6184072396781951 1.0198116652244503e-08 -3.1619231869186857 4.2625478934880004e-08 1.2161368186204282 1.2253139919731125e-08 2.238061040405836 2.484746897575092e-14 "" "" +2007le 0.9361047589084375 1.220367674274914e-08 2.647138893471106 3.657524675523516e-08 -0.9014752670887014 1.4142689928757278e-08 -2.6262310350096603 3.028152809444822e-08 1.0153632150128635 1.3628297009453166e-08 1.0652475146196618 1.4187819576190407e-08 "" "" +2007mm "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007nq 0.37330807946450406 5.529798901618165e-09 2.643176769956341 2.94202555339808e-08 -0.863530965453751 1.2556690118293023e-08 -2.599588340229401 3.632446888964427e-08 0.8830007270585579 1.332426366822485e-08 1.2766104616942167 1.5909849131058046e-08 "" "" +2007ol "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007on 0.7475105286587518 1.048492182265545e-07 2.292429091611593 3.260796375685314e-08 -0.6468071369070133 1.4511093026329778e-08 -2.4154344057721673 4.486262124228486e-08 0.7968282983380874 3.260561221952217e-08 1.0100938447636498 2.9856698308812506e-08 "" "" +2007so "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007sr 0.8211409892991518 9.55046087549437e-09 2.2338081988944882 2.8756320301143912e-08 -0.9489813992952699 1.3115976058268054e-08 -2.1432785356849227 2.948630849125067e-08 0.7769537559365388 1.175616743100686e-08 0.6799832473920726 1.4003428155196494e-08 "" "" +2007st "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2007ux 0.706040610610381 1.0634585021813867e-08 2.6933692253339 2.912023259259261e-08 -0.7309993864996868 1.3995180879282643e-08 -2.8298449928693126 3.0472756944805477e-08 0.9029469327293592 1.0436955200786128e-08 1.592348798389656 2.039456503101916e-08 "" "" +2008C 0.45555216398181375 1.0171703298792407e-08 2.520722227868107 3.1956607556179975e-08 -0.7464314035562127 1.4402625703685683e-08 -2.366872649064482 3.204742368579454e-08 0.6954764124449901 1.366324214755465e-08 0.15916921707785525 2.510989354628255e-09 "" "" +2008J "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008O "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008R 0.6947807817650026 1.3483746026396331e-08 2.577900417923878 4.819634494684826e-09 -0.7644884084160982 1.068135627835019e-08 -2.6372196766177756 3.213269704304006e-08 0.9233431534468393 1.1820957053148938e-08 1.238425064118868 1.8297898239560753e-08 "" "" +2008ae "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008ar 0.21448192307960942 5.228324107053652e-09 2.5165712220457026 2.2679205610870305e-08 -0.9545491894990162 1.3896683505498791e-08 -2.3184997049575697 2.9726696174307133e-08 0.7769051082741554 1.4157153653140465e-08 0.9097662689918611 1.1864961181466168e-08 "" "" +2008bc nan nan 2.2207781363001833 3.07555810636667e-08 -0.99558238706994 1.2345426073985604e-08 -1.940143779005303 2.8043338710528953e-08 0.7058350683005289 1.2461194075912056e-08 0.5172310300127677 1.353037173459178e-08 "" "" +2008bd "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008bf 0.37727773654564833 1.3131365004412786e-08 2.323753282695118 2.6774441869437257e-08 -1.0114925035021138 1.452547968251206e-08 -2.0816550299837657 2.4837462311018115e-08 0.6958629573875313 1.3162645745017294e-08 0.33712500321105104 1.4213259649185592e-08 "" "" +2008bi "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008bq 0.7661018434045992 1.4802289093161685e-08 2.538298845383032 2.207822254036935e-08 -1.0164882202891163 9.335624235160559e-09 -2.155697695256171 2.7233525978317186e-08 0.7394158725466357 8.856121212187738e-09 0.5949212710810452 1.1465878865079312e-08 "" "" +2008bt "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008bz "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008cc "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008cd "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008cf "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008ff "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fl "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fp 1.184289584911965 8.739954120766728e-08 2.638421660088906 3.293880989594134e-08 -0.679940320103842 1.3519286840392519e-08 -2.992101553182008 4.199107979815722e-08 1.2317703427760331 5.1935332109980884e-08 1.2767424837542714 1.8831598180412006e-08 "" "" +2008fr "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fu "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008fw "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008gg "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008gl 0.7467297067074585 1.2973401283126015e-08 2.593293988689801 3.800475830069342e-08 -0.9639127089032993 1.2693004413992241e-08 -2.4567603446534063 3.610949699950963e-08 0.8311001511428809 1.1634393336011338e-08 0.6382914168938166 1.4816243965443096e-08 "" "" +2008go "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008gp 0.17069739700143738 1.2643991192824414e-08 2.2289487563041526 1.4530248246490205e-08 -1.0312159264348626 1.3450671815443846e-08 -1.862971429262734 2.6705597306285722e-08 0.5454347891863877 1.2830840762252273e-08 0.3491223136367789 1.409017110460718e-08 "" "" +2008ha "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008hj "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2008hu 0.4498692653896257 1.4759291386905256e-08 2.565683806486357 1.9756773948330967e-08 -0.8953315995452013 1.1581444337160329e-08 -2.348786227789863 1.345215909057866e-08 0.7741841417520874 1.079527065852053e-08 0.7404858364258788 1.4654463557648277e-08 "" "" +2008hv 0.4107757930195902 1.4457168212569003e-08 2.318531046077718 3.3444085521655745e-08 -0.9518326730534272 1.3762389429606582e-08 -2.1219340841398284 2.798844442029717e-08 0.6968099200196913 1.4843050938715652e-08 0.6617614630012161 1.4775051758878261e-08 "" "" +2008ia 0.22110336863875915 1.4823969770542597e-08 2.4566363889374423 3.644000067929247e-08 -0.9520317482794116 1.1978628041333886e-08 -2.2143519321677476 2.7388300954615518e-08 0.7619948912375053 1.2840844516996478e-08 0.7368964717457229 1.4488145800629085e-08 "" "" +2009D 0.5505935107238524 1.1995637442607048e-08 2.3082882456048863 2.2680562568733317e-08 -1.0419143519981828 1.0650712459943656e-08 -2.0644927449261674 1.1556923444330979e-08 0.6776888705834264 1.4039140568400148e-08 0.7326619106663727 1.2376153557985151e-08 "" "" +2009F 0.8476386077645134 1.0960464596417407e-08 2.8177284401256255 3.827488593391572e-08 -0.49688084608712146 1.4159563209727583e-08 -3.2046583996352407 3.744514206756606e-08 1.1622443776547058 1.2319825656689036e-08 1.618718648755401 2.1226713170290776e-08 "" "" +2009I "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009J "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009P "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009Y 0.7015493075538418 2.6505456711082834e-08 2.3772365921035585 3.284060950874356e-08 -1.0338310008433225 1.3937837602201683e-08 -2.126860976366839 2.80830929522171e-08 0.7884948310188411 1.4082978363362597e-08 0.5971927780047531 1.435399044680679e-08 "" "" +2009aa 0.3939647950669895 1.2118830672784414e-08 2.4811183295165344 2.723456921929591e-08 -0.8857165573575899 1.1355300992691364e-08 -2.379219104737181 2.951052797458549e-08 0.7462315210259236 1.1533212214192404e-08 0.9937476339235879 1.4432493450869644e-08 "" "" +2009ab 0.18164100039594214 8.214778311646695e-09 2.18673162965681 2.5287452000844064e-08 -0.9709185264540674 1.1028028632113418e-08 -1.9102169292490674 2.2623918300336725e-08 0.587052681398972 1.2431994107791825e-08 -0.07754082155590239 1.3208408768721336e-08 "" "" +2009ad 0.13978029543784165 1.4895034409223595e-08 2.0887861541287704 1.883938322046225e-08 -1.106205404828272 1.0764869698516639e-08 -1.6670014707040777 2.101267200581083e-08 0.46944700940886946 1.0460404250576032e-08 0.03917351808299378 1.3493873475843784e-08 "" "" +2009ag 0.8230363461690585 1.2007308111305435e-08 2.5517177555253916 2.228136996749114e-08 -0.8257208296894519 1.0615180582537606e-08 -2.5974362615018975 3.616872908872478e-08 0.991156280449006 1.4252038864910712e-08 1.0176982036864124 9.561051129925413e-09 "" "" +2009al "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009cz "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009dc "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009ds "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2009le "" "" "" "" "" "" "" "" "" "" "" "" "" "" +2010ae "" "" "" "" "" "" "" "" "" "" "" "" "" "" diff --git a/results/equivalent_width/fixed_False.ecsv b/results/equivalent_width/fixed_False.ecsv new file mode 100644 index 0000000..155f884 --- /dev/null +++ b/results/equivalent_width/fixed_False.ecsv @@ -0,0 +1,3061 @@ +# %ECSV 0.9 +# --- +# datatype: +# - name: model +# datatype: string +# - name: version +# datatype: string +# - name: time +# datatype: float64 +# - name: pW2 +# datatype: float64 +# - name: pW2_start +# datatype: float64 +# - name: pW2_end +# datatype: float64 +# - name: pW3 +# datatype: float64 +# - name: pW3_start +# datatype: float64 +# - name: pW3_end +# datatype: float64 +# - name: pW4 +# datatype: float64 +# - name: pW4_start +# datatype: float64 +# - name: pW4_end +# datatype: float64 +# - name: pW5 +# datatype: float64 +# - name: pW5_start +# datatype: float64 +# - name: pW5_end +# datatype: float64 +# - name: pW6 +# datatype: float64 +# - name: pW6_start +# datatype: float64 +# - name: pW6_end +# datatype: float64 +# - name: pW7 +# datatype: float64 +# - name: pW7_start +# datatype: float64 +# - name: pW7_end +# datatype: float64 +# - name: pW8 +# datatype: float64 +# - name: pW8_start +# datatype: float64 +# - name: pW8_end +# datatype: float64 +# - name: obj_id +# datatype: string +# - name: pW1 +# datatype: float64 +# - name: pW1_start +# datatype: float64 +# - name: pW1_end +# datatype: float64 +# schema: astropy-2.0 +model version time pW2 pW2_start pW2_end pW3 pW3_start pW3_end pW4 pW4_start pW4_end pW5 pW5_start pW5_end pW6 pW6_start pW6_end pW7 pW7_start pW7_end pW8 pW8_start pW8_end obj_id pW1 pW1_start pW1_end +OBSERVED "" 53262.20999999996 26.49792170657038 3962.0978 4069.4701 304.26295891692905 3962.0978 4603.3489 378.1498623323388 4603.3489 5501.1004 31.88813260266493 5277.4082 5501.1004 54.557256531405066 5551.804 5832.165 250.14626866986845 5832.165 6547.9801 395.2054454775313 7708.1972 8665.6 2004dt "" "" "" +CMFGEN 1.04 53262.20999999996 1.6556755966233962e-16 3997.8886 4000.8712 463.94967523303933 3997.8886 4692.8258 111.82996289398048 4692.8258 5050.7334 30.124015055494446 5235.6523 5501.1004 149.6110723441491 5551.804 5936.5547 273.2218516877084 5936.5547 6518.1545 489.17125805700164 7863.2905 8898.2399 2004dt "" "" "" +CMFGEN 1.02 53262.20999999996 1.6556755966233962e-16 3997.8886 4000.8712 448.6922199462444 3997.8886 4686.8607 236.53042354301994 4686.8607 5229.6872 36.47725325902363 5229.6872 5501.1004 171.60371544700172 5551.804 5873.9208 229.92792160203717 5873.9208 6515.1719 589.8640033365899 7851.3602 8898.2399 2004dt "" "" "" +CMFGEN 1.4 53262.20999999996 0.13365960525848514 3997.8886 4036.6619 386.3657348740594 4036.6619 4680.8956 242.80360009654015 4680.8956 5226.7046 37.04985195368299 5226.7046 5501.1004 172.01825244529752 5551.804 5873.9208 212.51504783217786 5873.9208 6512.1894 579.8510885350659 7854.3428 8898.2399 2004dt "" "" "" +CMFGEN 1.7 53262.20999999996 -0.005968856080898805 3991.9235 4000.8712 494.7172270216789 3991.9235 4683.8781 121.27994149713555 4683.8781 5050.7334 45.4729344224828 5250.5651 5501.1004 176.1035055221807 5551.804 5885.8511 311.4788754997312 5885.8511 6550.9627 648.9522871167242 7860.3079 8871.3968 2004dt "" "" "" +OBSERVED "" 53267.330000000075 "" "" "" "" "" "" 468.5278524533418 4607.0871 5497.7798 44.18361243993611 5282.7851 5587.1283 91.80400566419385 5587.1283 5930.5616 249.06583456591102 5930.5616 6564.3774 542.7490513511254 7711.9469 8747.8309 2004dt "" "" "" +CMFGEN 1.04 53267.330000000075 "" "" "" "" "" "" 112.05449300078307 4693.6435 5051.0374 29.339459399990485 5235.3187 5500.572 150.81265887021073 5550.8305 5936.1458 273.2542867788413 5936.1458 6519.7031 489.4679593843691 7859.9304 8898.6065 2004dt "" "" "" +CMFGEN 1.02 53267.330000000075 "" "" "" "" "" "" 236.83411155886347 4688.0592 5229.7344 36.05387102118859 5229.7344 5500.572 172.8527353368948 5550.8305 5871.9266 229.6767751592315 5871.9266 6514.1188 590.106736215402 7851.5539 8898.6065 2004dt "" "" "" +CMFGEN 1.4 53267.330000000075 "" "" "" "" "" "" 242.46611653913965 4682.4749 5224.1501 35.17862593673426 5224.1501 5500.572 172.777719307554 5550.8305 5874.7188 212.45920112054347 5874.7188 6511.3267 580.1901115949836 7854.3461 8898.6065 2004dt "" "" "" +CMFGEN 1.7 53267.330000000075 "" "" "" "" "" "" 120.87225380100863 4682.4749 5051.0374 45.76626476703809 5252.0715 5500.572 177.0102167958676 5550.8305 5885.8873 311.3878994815779 5885.8873 6550.4167 648.5604824562896 7862.7225 8870.6851 2004dt "" "" "" +OBSERVED "" 53268.220000000205 -2.9737694059566415 3923.3245 4000.8712 301.4245750168981 3923.3245 4618.2617 419.53677671883446 4618.2617 5513.0307 29.06724575129112 5298.2861 5513.0307 36.65706572529894 5551.804 5814.2696 243.46576441655773 5814.2696 6542.015 390.2060628834751 7669.4239 8752.0943 2004dt "" "" "" +CMFGEN 1.04 53268.220000000205 1.6556755966233962e-16 3997.8886 4000.8712 463.94967523303933 3997.8886 4692.8258 111.82996289398048 4692.8258 5050.7334 30.124015055494446 5235.6523 5501.1004 149.6110723441491 5551.804 5936.5547 273.2218516877084 5936.5547 6518.1545 489.17125805700164 7863.2905 8898.2399 2004dt "" "" "" +CMFGEN 1.02 53268.220000000205 1.6556755966233962e-16 3997.8886 4000.8712 448.6922199462444 3997.8886 4686.8607 236.53042354301994 4686.8607 5229.6872 36.47725325902363 5229.6872 5501.1004 171.60371544700172 5551.804 5873.9208 229.92792160203717 5873.9208 6515.1719 589.8640033365899 7851.3602 8898.2399 2004dt "" "" "" +CMFGEN 1.4 53268.220000000205 0.13365960525848514 3997.8886 4036.6619 386.3657348740594 4036.6619 4680.8956 242.80360009654015 4680.8956 5226.7046 37.04985195368299 5226.7046 5501.1004 172.01825244529752 5551.804 5873.9208 212.51504783217786 5873.9208 6512.1894 579.8510885350659 7854.3428 8898.2399 2004dt "" "" "" +CMFGEN 1.7 53268.220000000205 -0.005968856080898805 3991.9235 4000.8712 494.7172270216789 3991.9235 4683.8781 121.27994149713555 4683.8781 5050.7334 45.4729344224828 5250.5651 5501.1004 176.1035055221807 5551.804 5885.8511 311.4788754997312 5885.8511 6550.9627 648.9522871167242 7860.3079 8871.3968 2004dt "" "" "" +OBSERVED "" 53302.27000000002 8.271102001273773 3937.0605 4002.7923 313.64484035582234 3937.0605 4623.1361 364.3829697765077 4623.1361 5514.6236 10.573643583329906 5296.887 5514.6236 99.76680564544863 5551.5977 5818.6331 215.68939616462967 5818.6331 6475.9511 "" "" "" 2004dt "" "" "" +CMFGEN 1.04 53302.27000000002 9.122036459530412e-16 3998.6841 4002.7923 463.52039643818273 3998.6841 4692.9762 111.87041390324353 4692.9762 5050.3928 31.065057352248452 5235.2635 5502.2989 166.42889425301428 5551.5977 5876.1484 269.64871854693337 5876.1484 6517.0334 "" "" "" 2004dt "" "" "" +CMFGEN 1.02 53302.27000000002 1.5963563804178222e-15 3998.6841 4002.7923 447.6589465093662 3998.6841 4688.8679 237.41191538111786 4688.8679 5231.1552 38.44581323018036 5231.1552 5502.2989 172.12986373953913 5551.5977 5872.0402 229.5626861309268 5872.0402 6512.9252 "" "" "" 2004dt "" "" "" +CMFGEN 1.4 53302.27000000002 0.1470213333492561 3998.6841 4035.6582 387.10610642708315 4035.6582 4680.6515 242.83052612023204 4680.6515 5227.047 38.11842186276604 5227.047 5502.2989 171.89570910462712 5551.5977 5876.1484 212.7102616826979 5876.1484 6512.9252 "" "" "" 2004dt "" "" "" +CMFGEN 1.7 53302.27000000002 -0.006425292372264787 3994.5759 4002.7923 493.1848119387837 3994.5759 4684.7597 121.48633761798375 4684.7597 5050.3928 47.38836926696163 5251.6964 5502.2989 176.70240140022855 5551.5977 5884.3649 311.06740569796443 5884.3649 6549.8993 "" "" "" 2004dt "" "" "" +OBSERVED "" 53343.14999999991 4.787144106313231 3982.9758 4021.7491 206.17038356588318 3982.9758 4636.1571 209.17902228735335 4636.1571 5313.199 13.396942450146813 5295.3036 5507.0656 87.57985164236406 5560.7517 5826.1998 173.67454705705376 5826.1998 6452.5381 434.59207847598066 7642.5808 8599.9836 2004dt "" "" "" +CMFGEN 1.04 53343.14999999991 1.6556755966233962e-16 3997.8886 4000.8712 463.94967523303933 3997.8886 4692.8258 111.82996289398048 4692.8258 5050.7334 30.124015055494446 5235.6523 5501.1004 149.6110723441491 5551.804 5936.5547 273.2218516877084 5936.5547 6518.1545 489.17125805700164 7863.2905 8898.2399 2004dt "" "" "" +CMFGEN 1.02 53343.14999999991 1.6556755966233962e-16 3997.8886 4000.8712 448.6922199462444 3997.8886 4686.8607 236.53042354301994 4686.8607 5229.6872 36.47725325902363 5229.6872 5501.1004 171.60371544700172 5551.804 5873.9208 229.92792160203717 5873.9208 6515.1719 589.8640033365899 7851.3602 8898.2399 2004dt "" "" "" +CMFGEN 1.4 53343.14999999991 0.13365960525848514 3997.8886 4036.6619 386.3657348740594 4036.6619 4680.8956 242.80360009654015 4680.8956 5226.7046 37.04985195368299 5226.7046 5501.1004 172.01825244529752 5551.804 5873.9208 212.51504783217786 5873.9208 6512.1894 579.8510885350659 7854.3428 8898.2399 2004dt "" "" "" +CMFGEN 1.7 53343.14999999991 -0.005968856080898805 3991.9235 4000.8712 494.7172270216789 3991.9235 4683.8781 121.27994149713555 4683.8781 5050.7334 45.4729344224828 5250.5651 5501.1004 176.1035055221807 5551.804 5885.8511 311.4788754997312 5885.8511 6550.9627 648.9522871167242 7860.3079 8871.3968 2004dt "" "" "" +OBSERVED "" -8.609999999847787 52.225438367924625 3917.0316 4073.6855 184.80783257869825 3917.0316 4454.4748 205.25239219537804 4526.7766 5066.6299 102.15214197976806 5163.0322 5606.4831 41.9588278788157 5606.4831 5833.0287 196.28587634612137 5833.0287 6356.0115 "" "" "" 2004ef "" "" "" +CMFGEN 1.04 -8.609999999847787 -4.0972593490300655 3998.9737 4148.3973 -66.92488329839583 4148.3973 4452.0648 806.7424606255584 4500.266 5548.6417 157.58675419269537 5204.0032 5654.6843 -2.446058254142435 5654.6843 5801.6979 251.46407910146638 5801.6979 6599.4275 "" "" "" 2004ef "" "" "" +CMFGEN 1.02 -8.609999999847787 7.052783821160441 3998.9737 4148.3973 -81.81072074771488 4148.3973 4452.0648 775.606598258327 4500.266 5548.6417 232.14491362134515 5153.392 5628.1737 -2.0515792781598625 5628.1737 5801.6979 196.81677466352485 5801.6979 6599.4275 "" "" "" 2004ef "" "" "" +CMFGEN 1.4 -8.609999999847787 17.273787465842965 3998.9737 4148.3973 -99.6158074380658 4148.3973 4452.0648 689.5844157987003 4500.266 5548.6417 190.65344703255724 5155.8021 5587.2027 49.95151530724015 5587.2027 5999.3228 55.155493964448254 5999.3228 6599.4275 "" "" "" 2004ef "" "" "" +CMFGEN 1.7 -8.609999999847787 11.386990252483887 3998.9737 4148.3973 114.97889797550488 4148.3973 4471.3453 638.2512017928002 4500.266 5548.6417 41.01369185164732 5297.9956 5661.9145 -5.503338790960309 5661.9145 5801.6979 218.9770952220032 5801.6979 6582.5571 "" "" "" 2004ef "" "" "" +OBSERVED "" -7.5899999998291605 24.247407698413518 3925.0612 4073.0028 128.44461076845369 3925.0612 4454.9334 193.8876226548774 4504.7505 5067.8341 93.54462873975432 5167.4681 5629.408 30.19098342483851 5629.408 5840.7531 173.8206200213922 5840.7531 6301.1833 "" "" "" 2004ef "" "" "" +CMFGEN 1.04 -7.5899999998291605 -4.209862135823054 3999.032 4149.9927 -63.20478668908226 4149.9927 4450.4046 807.317924339276 4500.2217 5549.3988 157.3103922018597 5205.2083 5653.5617 -2.6313770608042644 5653.5617 5801.5033 251.44992128167775 5801.5033 6598.576 "" "" "" 2004ef "" "" "" +CMFGEN 1.02 -7.5899999998291605 7.0609305442933765 3999.032 4149.9927 -78.08463337345992 4149.9927 4450.4046 777.2313413854472 4500.2217 5549.3988 231.34361413179715 5153.8817 5629.408 -1.8035618896104448 5629.408 5801.5033 196.90954757016397 5801.5033 6598.576 "" "" "" 2004ef "" "" "" +CMFGEN 1.4 -7.5899999998291605 17.52139888993925 3999.032 4149.9927 -95.45966789429701 4149.9927 4450.4046 691.3380254722858 4500.2217 5549.3988 191.00532022591273 5155.3913 5587.139 49.92928790801806 5587.139 5999.2618 55.222994525513094 5999.2618 6598.576 "" "" "" 2004ef "" "" "" +CMFGEN 1.7 -7.5899999998291605 11.480089626846011 3999.032 4149.9927 113.3398623054594 4149.9927 4473.0487 640.0851819855475 4500.2217 5549.3988 38.148180468169656 5298.804 5673.1866 -3.668875386579222 5673.1866 5801.5033 219.18784277042784 5801.5033 6583.4799 "" "" "" 2004ef "" "" "" +OBSERVED "" -6.499999999978172 21.884435761230087 3902.3372 4065.0538 127.51144654422949 3902.3372 4471.8452 197.5319711897009 4512.5243 5057.6248 94.14378057188468 5155.2547 5655.6082 32.075931151491005 5655.6082 5842.7322 166.00831824798075 5842.7322 6273.9311 "" "" "" 2004ef "" "" "" +CMFGEN 1.04 -6.499999999978172 -4.006803166099137 3999.9672 4146.4121 -66.07393959902697 4146.4121 4451.5056 807.5135879478362 4500.3206 5549.8424 156.78496747462663 5204.0697 5655.6082 -2.3862220801431206 5655.6082 5802.0531 251.15846830800416 5802.0531 6599.3642 "" "" "" 2004ef "" "" "" +CMFGEN 1.02 -6.499999999978172 6.727632101896467 3999.9672 4146.4121 -81.58431715932403 4146.4121 4451.5056 778.0474978618793 4500.3206 5549.8424 232.56896334170466 5151.1868 5631.2007 -1.413817951764962 5631.2007 5802.0531 196.53381298246984 5802.0531 6599.3642 "" "" "" 2004ef "" "" "" +CMFGEN 1.4 -6.499999999978172 16.447881006473175 3999.9672 4146.4121 -99.90173382975446 4146.4121 4451.5056 692.1164191017112 4500.3206 5549.8424 191.22251015538768 5155.2547 5586.4536 49.352996966403275 5586.4536 5997.3129 55.648547452743735 5997.3129 6599.3642 "" "" "" 2004ef "" "" "" +CMFGEN 1.7 -6.499999999978172 11.027239591039786 3999.9672 4146.4121 116.5934257478124 4146.4121 4471.8452 640.9067099388308 4500.3206 5549.8424 40.33163097123273 5297.6317 5663.744 -5.209778649274723 5663.744 5802.0531 218.58173864289273 5802.0531 6583.0926 "" "" "" 2004ef "" "" "" +OBSERVED "" -5.5899999998291605 29.7746135647118 3926.5635 4075.9914 147.58312221858017 3926.5635 4500.125 197.27287948254153 4500.125 5096.327 119.65770757808701 5170.2862 5675.9259 34.96978043459847 5675.9259 5858.5599 166.45431856533222 5858.5599 6290.2403 "" "" "" 2004ef "" "" "" +CMFGEN 1.04 -5.5899999998291605 -4.206013250242667 3999.0134 4149.9506 -63.03676435239133 4149.9506 4450.3157 807.2255873745012 4500.125 5549.1386 157.55874887202157 5205.0017 5653.2853 -2.696573688557472 5653.2853 5801.2037 251.9123587039547 5801.2037 6599.6616 "" "" "" 2004ef "" "" "" +CMFGEN 1.02 -5.5899999998291605 7.066078331575486 3999.0134 4149.9506 -77.90084344347903 4149.9506 4450.3157 776.7724258573962 4500.125 5549.1386 231.58945151182326 5153.6831 5629.1353 -1.8691738131358677 5629.1353 5801.2037 197.2411720703585 5801.2037 6599.6616 "" "" "" 2004ef "" "" "" +CMFGEN 1.4 -5.5899999998291605 17.525090464026924 3999.0134 4149.9506 -95.32632395414655 4149.9506 4450.3157 690.9163112967163 4500.125 5549.1386 190.63697377262378 5155.1925 5588.3823 49.95435438480955 5588.3823 5998.9315 55.22547337262382 5998.9315 6599.6616 "" "" "" 2004ef "" "" "" +CMFGEN 1.7 -5.5899999998291605 11.4817565147622 3999.0134 4149.9506 113.44478124113415 4149.9506 4472.9563 639.6449487566842 4500.125 5549.1386 40.86615426263167 5298.5828 5663.8509 -5.11997782124989 5663.8509 5801.2037 219.5197343363877 5801.2037 6583.0585 "" "" "" 2004ef "" "" "" +OBSERVED "" -1.6600000001271837 29.957172776577544 3915.884 4089.9337 135.30220079811363 3915.884 4502.933 178.54515526350684 4502.933 5098.8321 100.99635775093779 5196.1819 5615.0813 34.159659226987074 5615.0813 5913.0308 143.58094970577665 5913.0308 6326.0301 355.8514339984327 7824.6277 8650.6264 2004ef "" "" "" +CMFGEN 1.04 -1.6600000001271837 -4.118349765571148 3998.4839 4148.9336 -68.49371988580778 4148.9336 4452.7831 803.2351980801609 4502.933 5547.2314 157.48273776770907 5205.0319 5653.4312 -2.665646476470936 5653.4312 5800.931 251.52897784587248 5800.931 6597.4297 464.70200976007624 7500.1283 8898.426 2004ef "" "" "" +CMFGEN 1.02 -1.6600000001271837 7.201395001701298 3998.4839 4148.9336 -82.91593944603855 4148.9336 4452.7831 770.2652235010792 4502.933 5547.2314 232.57215826108379 5151.932 5629.8312 -1.7340743122497628 5629.8312 5800.931 197.2862569204545 5800.931 6597.4297 457.2897022230628 7500.1283 8898.426 2004ef "" "" "" +CMFGEN 1.4 -1.6600000001271837 17.654038800252266 3998.4839 4148.9336 -100.8380649185107 4148.9336 4452.7831 683.8055821669323 4502.933 5547.2314 190.71401103316788 5154.882 5588.5313 49.866133573200905 5588.5313 5998.5807 55.44980955874044 5998.5807 6597.4297 343.2162660033207 7500.1283 8898.426 2004ef "" "" "" +CMFGEN 1.7 -1.6600000001271837 11.5530994119555 3998.4839 4148.9336 113.76156388786708 4148.9336 4473.4331 631.177543151095 4502.933 5547.2314 42.00810645129171 5299.4318 5662.2812 -5.369198996303499 5662.2812 5800.931 219.80331681660022 5800.931 6582.6797 597.4928499241228 7500.1283 8845.3261 2004ef "" "" "" +OBSERVED "" 3.2999999998355634 "" "" "" "" "" "" 228.9573317527662 4529.1639 5200.2452 157.1176315158268 5200.2452 5680.7725 94.70937738836129 5680.7725 5943.1294 174.53555379569391 5943.1294 6269.0043 518.1631025651918 7779.6277 8726.8742 2004ef "" "" "" +CMFGEN 1.04 3.2999999998355634 "" "" "" "" "" "" 805.2278482409392 4501.5473 5548.2133 156.92584426642276 5205.7685 5653.156 -2.743756232855325 5653.156 5802.2852 250.51149728565773 5802.2852 6597.6408 463.864745146453 7500.7009 8898.0966 2004ef "" "" "" +CMFGEN 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5851.0809 6317.1801 371.0473379452044 7730.2279 8579.8265 2004ef "" "" "" +CMFGEN 1.04 4.359999999891443 -4.118349765571148 3998.4839 4148.9336 -68.49371988580778 4148.9336 4452.7831 803.2351980801609 4502.933 5547.2314 157.48273776770907 5205.0319 5653.4312 -2.665646476470936 5653.4312 5800.931 251.52897784587248 5800.931 6597.4297 464.70200976007624 7500.1283 8898.426 2004ef "" "" "" +CMFGEN 1.02 4.359999999891443 7.201395001701298 3998.4839 4148.9336 -82.91593944603855 4148.9336 4452.7831 770.2652235010792 4502.933 5547.2314 232.57215826108379 5151.932 5629.8312 -1.7340743122497628 5629.8312 5800.931 197.2862569204545 5800.931 6597.4297 457.2897022230628 7500.1283 8898.426 2004ef "" "" "" +CMFGEN 1.4 4.359999999891443 17.654038800252266 3998.4839 4148.9336 -100.8380649185107 4148.9336 4452.7831 683.8055821669323 4502.933 5547.2314 190.71401103316788 5154.882 5588.5313 49.866133573200905 5588.5313 5998.5807 55.44980955874044 5998.5807 6597.4297 343.2162660033207 7500.1283 8898.426 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5197.2205 86.9077840338102 5197.2205 5651.3417 52.89125350091075 5651.3417 5920.4505 115.27172710663325 5920.4505 6293.2784 379.6624977542907 7736.9351 8505.0166 2004eo "" "" "" +CMFGEN 1.04 -11.219999999979336 "" "" "" "" "" "" 807.3308503216765 4502.0227 5547.6226 157.82294868889062 5205.6302 5654.1449 -2.591437332097758 5654.1449 5802.7154 250.02093389895666 5802.7154 6598.829 463.2350846420113 7501.4649 8897.467 2004eo "" "" "" +CMFGEN 1.02 -11.219999999979336 "" "" "" "" "" "" 775.274740595351 4502.0227 5547.6226 233.60770378073568 5152.3691 5628.9159 -1.9313790126424792 5628.9159 5802.7154 196.73755710536042 5802.7154 6598.829 456.4466325563238 7501.4649 8897.467 2004eo "" "" "" +CMFGEN 1.4 -11.219999999979336 "" "" "" "" "" "" 689.7170646965283 4502.0227 5547.6226 192.1531966710108 5155.1723 5586.8677 49.60117304244549 5586.8677 5998.9406 56.304884235714795 5998.9406 6598.829 343.2073019292069 7501.4649 8897.467 2004eo "" "" "" +CMFGEN 1.7 -11.219999999979336 "" "" "" "" "" "" 635.4347350551237 4502.0227 5547.6226 37.95761573292995 5298.1363 5673.7674 -3.715840325291134 5673.7674 5802.7154 217.6702796612908 5802.7154 6582.0097 594.5593383947916 7501.4649 8847.0091 2004eo "" "" "" +OBSERVED "" -10.23000000022148 22.320849941845864 3923.917 4073.6368 130.3672826897738 3923.917 4513.813 188.51125354923823 4513.813 5184.5576 69.89427305640511 5184.5576 5582.8122 41.88853708253321 5582.8122 5927.1676 128.42171301184644 5927.1676 6472.1476 302.38257869857733 7735.7826 8439.4655 2004eo "" "" "" +CMFGEN 1.04 -10.23000000022148 -3.937425903262251 3998.7769 4148.4967 -64.06266161493349 4148.4967 4450.9307 809.116980941887 4501.8354 5549.8738 157.60464209205279 5205.5183 5654.6777 -2.4920674062380006 5654.6777 5801.403 250.90470154775673 5801.403 6597.9123 462.30814396157575 7502.2197 8897.608 2004eo "" "" "" +CMFGEN 1.02 -10.23000000022148 7.282440274227164 3998.7769 4148.4967 -79.25998576254945 4148.4967 4450.9307 780.1311030924095 4501.8354 5549.8738 231.30348917912414 5154.6136 5630.7225 -1.6147243260749162 5630.7225 5801.403 197.70706169194614 5801.403 6597.9123 455.1264104609143 7502.2197 8897.608 2004eo "" "" "" +CMFGEN 1.4 -10.23000000022148 17.583313491318957 3998.7769 4148.4967 -96.90900492413061 4148.4967 4450.9307 694.7875298736494 4501.8354 5549.8738 191.62500929193604 5154.6136 5588.801 49.7969319004972 5588.801 5999.0331 56.33929716136606 5999.0331 6597.9123 341.90629925303966 7502.2197 8897.608 2004eo "" "" "" +CMFGEN 1.7 -10.23000000022148 11.587233432799769 3998.7769 4148.4967 115.77055947125531 4148.4967 4471.8914 640.9550157324726 4501.8354 5549.8738 38.49811599759263 5298.3446 5672.644 -3.771179223921399 5672.644 5801.403 219.19947953448187 5801.403 6582.9403 592.9160800377915 7502.2197 8846.7033 2004eo "" "" "" +OBSERVED "" 24.780000000020664 9.910634535471749 3944.4305 4010.423 310.29421537644 3944.4305 4629.1033 422.3636896974793 4629.1033 5515.8784 32.66334191677506 5297.278 5515.8784 67.26038685928033 5552.9992 5878.8375 262.29944154148427 5878.8375 6489.2687 "" "" "" 2004eo "" "" "" +CMFGEN 1.04 24.780000000020664 -0.2887376363572432 3998.0494 4043.4193 85.3667103678973 4043.4193 4509.4918 121.85833312901187 4509.4918 5095.1758 46.90480254571995 5152.9193 5561.2483 1.4987401924426265 5561.2483 5800.4713 166.4817390219301 5800.4713 6303.6646 "" "" "" 2004eo "" "" "" +CMFGEN 1.02 24.780000000020664 -0.45677075567922804 3998.0494 4039.2948 100.62814897133313 4039.2948 4455.8728 129.24754012692176 4501.2427 5053.9304 47.94104115698354 5152.9193 5548.8747 25.740343945718926 5552.9992 5808.7204 165.99865914230463 5808.7204 6303.6646 "" "" "" 2004eo "" "" "" +CMFGEN 1.4 24.780000000020664 21.774233832761098 3903.1851 4113.5364 57.21418885977948 4113.5364 4455.8728 155.806026892252 4501.2427 5053.9304 32.64459099851878 5152.9193 5507.6293 41.27272605372704 5552.9992 5829.343 132.36931571047128 5829.343 6307.7891 "" "" "" 2004eo "" "" "" +CMFGEN 1.7 24.780000000020664 -0.6861279115351374 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4600.2576 5226.0329 5.452418094536804 5226.0329 5501.4937 30.76827843517872 5612.2769 5863.7847 178.1659008976295 5863.7847 6372.7884 298.32109124772137 7884.8291 8681.2703 2004ey "" "" "" +CMFGEN 1.4 48.29999999979191 45.211690138273774 3917.5937 4148.1425 202.63876257177625 3917.5937 4582.2928 258.2812792950797 4582.2928 5229.027 56.43267658775889 5229.027 5618.2652 31.30446298984448 5618.2652 5872.7671 172.96996358526354 5872.7671 6369.7943 297.3072196655487 7875.8467 8672.2878 2004ey "" "" "" +CMFGEN 1.7 48.29999999979191 30.175468596791617 3920.5879 4148.1425 157.04515336451624 3920.5879 4573.3104 246.72411827147755 4573.3104 5214.0563 11.216248752647026 5214.0563 5501.4937 62.996786614206954 5552.3941 5866.7788 138.59994119814587 5866.7788 6267.9935 243.91272543625325 7923.7529 8702.2293 2004ey "" "" "" +OBSERVED "" 44.29999999979191 4.1848376871071675 3941.5469 4007.4179 298.8033228082575 3941.5469 4636.1873 403.9738229419936 4636.1873 5516.4644 25.600599398810875 5297.8922 5516.4644 75.22226426363113 5555.3883 5836.8374 250.27527909524855 5836.8374 6495.5482 504.66234842830426 7720.1514 8735.1648 2004ey "" "" "" +CMFGEN 1.04 44.29999999979191 -1.7414156836513288 3923.582 4001.4297 119.41567516490477 3923.582 4540.3748 233.1948035187001 4540.3748 5193.0973 21.16455764514324 5193.0973 5501.4937 34.004205005585774 5606.2886 5860.7905 114.21387693445087 5860.7905 6244.0404 203.6989485784367 7899.7998 8546.534 2004ey "" "" "" +CMFGEN 1.02 44.29999999979191 33.974882203353324 3911.6055 4145.1484 136.4460069978603 3911.6055 4564.328 223.34422333686916 4564.328 5205.0739 68.45885432139897 5205.0739 5612.2769 23.96920790043596 5612.2769 5863.7847 168.23691233069965 5863.7847 6360.8119 268.02225650386384 7878.8408 8657.3171 2004ey "" "" "" +CMFGEN 1.4 44.29999999979191 42.09709833578419 3908.6113 4133.1718 151.995626678132 3908.6113 4552.3514 230.0257783756507 4552.3514 5208.068 78.68151788326757 5208.068 5603.2945 29.546504077028754 5603.2945 5878.7554 164.376057365652 5878.7554 6366.8002 271.63767570203237 7842.9111 8651.3289 2004ey "" "" "" +CMFGEN 1.7 44.29999999979191 25.132648130954674 3911.6055 4148.1425 122.66519748450531 3911.6055 4552.3514 224.35243782821442 4552.3514 5199.0856 25.405339567908474 5199.0856 5513.4703 37.17690729125418 5552.3941 5860.7905 140.26761361089405 5860.7905 6273.9818 227.67856667711095 7923.7529 8666.2996 2004ey "" "" "" +OBSERVED "" -0.6699999999473221 18.031332830155115 3931.7211 4034.8257 134.865117122844 3931.7211 4504.9826 149.51257243046234 4504.9826 5181.3486 109.20755519059864 5181.3486 5680.3748 27.568263793684682 5680.3748 5936.0741 118.84822628605197 5936.0741 6319.6231 "" "" "" 2004ey "" "" "" +CMFGEN 1.04 -0.6699999999473221 -3.6397103339975776 3997.7081 4146.1787 -65.10918268366065 4146.1787 4451.3682 810.7073019216609 4500.8584 5548.4009 156.99039339897465 5206.0937 5655.6296 -2.5258454418278093 5655.6296 5804.1002 247.46392375071 5804.1002 6595.9434 "" "" "" 2004ey "" "" "" +CMFGEN 1.02 -0.6699999999473221 7.6397765101046 3997.7081 4146.1787 -80.65167766525634 4146.1787 4451.3682 779.9243372001802 4500.8584 5548.4009 233.39629231320222 5152.4793 5630.8846 -1.520059341288997 5630.8846 5804.1002 195.83255830939254 5804.1002 6595.9434 "" "" "" 2004ey "" "" "" +CMFGEN 1.4 -0.6699999999473221 17.824286487995547 3997.7081 4146.1787 -98.9554029345036 4146.1787 4451.3682 694.8572424482264 4500.8584 5548.4009 186.93223860613267 5160.7277 5589.6427 49.44926187857364 5589.6427 5997.9368 57.35365393906103 5997.9368 6595.9434 "" "" "" 2004ey "" "" "" +CMFGEN 1.7 -0.6699999999473221 11.840368995152536 3997.7081 4146.1787 118.06936454494408 4146.1787 4471.9891 640.4445777156141 4500.8584 5548.4009 37.9308874828827 5296.8257 5672.1264 -4.131151736944966 5672.1264 5804.1002 216.06166730341607 5804.1002 6583.5708 "" "" "" 2004ey "" "" "" +OBSERVED "" 31.330000000052678 9.23423725446902 3960.5904 4001.8323 359.96318104659457 3960.5904 4612.2113 454.156492367868 4612.2113 5515.4074 35.27593849405191 5296.8257 5515.4074 65.16458843220282 5552.5251 5870.0872 242.44626844158051 5870.0872 6463.9695 "" "" "" 2004ey "" "" "" +CMFGEN 1.04 31.330000000052678 0.2538874347238158 3952.3421 4022.4532 51.43760048468673 3952.3421 4500.8584 125.90843137898943 4500.8584 5135.9826 79.4966341562071 5152.4793 5602.0153 8.975697641437382 5602.0153 5804.1002 153.7030122356508 5804.1002 6290.7538 "" "" "" 2004ey "" "" "" +CMFGEN 1.02 31.330000000052678 21.582403674158503 3902.8519 4080.1917 87.13889959368116 4080.1917 4492.61 137.53236221666702 4500.8584 5078.244 94.47859630948027 5152.4793 5602.0153 19.167635830618384 5602.0153 5853.5904 161.1527152410257 5853.5904 6331.9957 "" "" "" 2004ey "" "" "" +CMFGEN 1.4 31.330000000052678 20.16471296669347 3902.8519 4076.0676 108.5755282500195 4076.0676 4484.3617 153.65220875414957 4500.8584 5069.9957 89.72681278515246 5152.4793 5593.7669 35.09331115320012 5593.7669 5861.8388 161.14597224732125 5861.8388 6327.8715 "" "" "" 2004ey "" "" "" +CMFGEN 1.7 31.330000000052678 13.400613123726515 3902.8519 4080.1917 64.12972436805177 4080.1917 4546.2244 131.96386917210825 4546.2244 5140.1068 93.66732430357469 5152.4793 5606.1395 9.459296313121047 5606.1395 5804.1002 136.67658921830377 5804.1002 6315.4989 "" "" "" 2004ey "" "" "" +OBSERVED "" 53343.27000000002 17.401963569276298 3908.1214 4005.4983 363.4925996219638 3908.1214 4631.0714 384.4196428234919 4631.0714 5477.9557 22.998207950812315 5289.1035 5510.4147 112.57216691526189 5557.6277 5899.9224 253.92071991527376 5899.9224 6537.2988 714.2009566307986 7640.9041 8564.5096 2004gc "" "" "" +CMFGEN 1.04 53343.27000000002 3.276046101063992e-16 3999.5967 4002.5475 467.154639304758 3999.5967 4695.9894 110.71103770745114 4695.9894 5050.0873 27.966942749095796 5235.9888 5501.5622 150.48957681535921 5551.7261 5938.283 272.6908356706483 5938.283 6519.5939 488.9542774886262 7862.2153 8897.9518 2004gc "" "" "" +CMFGEN 1.02 53343.27000000002 6.552092202127984e-16 3999.5967 4002.5475 453.5262980257011 3999.5967 4687.1369 233.0772180277287 4687.1369 5230.0871 34.50025214661824 5230.0871 5501.5622 172.31927636320987 5551.7261 5873.3651 228.46931479322345 5873.3651 6513.6922 590.2870495081963 7853.3628 8897.9518 2004gc "" "" "" +CMFGEN 1.4 53343.27000000002 0.018681815730843425 3999.5967 4037.9573 390.8772250527094 4037.9573 4684.1861 240.31993342694727 4684.1861 5227.1363 35.174054489417635 5227.1363 5501.5622 172.128344648099 5551.7261 5876.3159 211.58846506746508 5876.3159 6513.6922 580.2164920883729 7856.3137 8897.9518 2004gc "" "" "" +CMFGEN 1.7 53343.27000000002 -0.008387051958149452 3993.6951 4002.5475 497.6390420855985 3993.6951 4684.1861 119.55948954964876 4684.1861 5050.0873 43.66703395054274 5250.7428 5501.5622 168.9572470131764 5551.7261 5911.7257 312.5970421950258 5911.7257 6552.0528 650.209390722626 7862.2153 8871.3945 2004gc "" "" "" +OBSERVED "" 53348.25999999978 6.66694835141045 3970.0886 4008.4492 348.8710259473174 3970.0886 4625.1698 446.0569856211454 4625.1698 5469.1032 24.806375535366666 5295.0051 5501.5622 99.06817878703882 5551.7261 5885.1684 273.1796369928874 5885.1684 6572.7086 691.7014113002498 7661.5598 8694.3455 2004gc "" "" "" +CMFGEN 1.04 53348.25999999978 3.276046101063992e-16 3999.5967 4002.5475 467.154639304758 3999.5967 4695.9894 110.71103770745114 4695.9894 5050.0873 27.966942749095796 5235.9888 5501.5622 150.48957681535921 5551.7261 5938.283 272.6908356706483 5938.283 6519.5939 488.9542774886262 7862.2153 8897.9518 2004gc "" "" "" +CMFGEN 1.02 53348.25999999978 6.552092202127984e-16 3999.5967 4002.5475 453.5262980257011 3999.5967 4687.1369 233.0772180277287 4687.1369 5230.0871 34.50025214661824 5230.0871 5501.5622 172.31927636320987 5551.7261 5873.3651 228.46931479322345 5873.3651 6513.6922 590.2870495081963 7853.3628 8897.9518 2004gc "" "" "" +CMFGEN 1.4 53348.25999999978 0.018681815730843425 3999.5967 4037.9573 390.8772250527094 4037.9573 4684.1861 240.31993342694727 4684.1861 5227.1363 35.174054489417635 5227.1363 5501.5622 172.128344648099 5551.7261 5876.3159 211.58846506746508 5876.3159 6513.6922 580.2164920883729 7856.3137 8897.9518 2004gc "" "" "" +CMFGEN 1.7 53348.25999999978 -0.008387051958149452 3993.6951 4002.5475 497.6390420855985 3993.6951 4684.1861 119.55948954964876 4684.1861 5050.0873 43.66703395054274 5250.7428 5501.5622 168.9572470131764 5551.7261 5911.7257 312.5970421950258 5911.7257 6552.0528 650.209390722626 7862.2153 8871.3945 2004gc "" "" "" +OBSERVED "" 53358.20999999996 6.283962970045724 3952.057 4008.9601 303.7406639492807 3952.057 4626.7654 454.27017691331207 4626.7654 5525.0217 37.204122289375434 5297.4093 5577.8604 64.77410729741109 5577.8604 5854.2469 308.0946372206869 5854.2469 6516.7618 "" "" "" 2004gc 230.82988417057294 3594.3803 3952.057 +CMFGEN 1.04 53358.20999999996 0.0 3996.7666 4000.8311 466.5336350883721 4000.8311 4695.862 110.58891552451901 4695.862 5053.5388 27.323249388029836 5236.4416 5500.6347 148.07042942548517 5553.4733 5939.6016 272.7473613296741 5939.6016 6520.8263 "" "" "" 2004gc 288.0146505023713 3500.8966 4000.8311 +CMFGEN 1.02 53358.20999999996 0.0 3996.7666 4000.8311 455.354892123652 3996.7666 4687.733 233.86325987097482 4687.733 5232.3771 35.144647652212825 5232.3771 5500.6347 170.48730233226865 5553.4733 5874.5695 228.3967049167848 5874.5695 6512.6973 "" "" "" 2004gc 166.49834619988158 3683.7994 3996.7666 +CMFGEN 1.4 53358.20999999996 0.14331509547458554 3996.7666 4037.4117 391.42946465400905 4037.4117 4683.6685 239.57349368943113 4683.6685 5224.2481 32.76889499689895 5224.2481 5500.6347 170.78671574525669 5553.4733 5874.5695 211.42526103203193 5874.5695 6512.6973 "" "" "" 2004gc 164.7566940941342 3687.8639 4037.4117 +CMFGEN 1.7 53358.20999999996 -0.0029356614472846533 3992.7021 4000.8311 498.24423384461716 3992.7021 4683.6685 118.5794293228357 4683.6685 5053.5388 43.705402027249654 5252.6997 5500.6347 167.37014082498933 5553.4733 5911.15 312.04866201007354 5911.15 6549.2779 "" "" "" 2004gc 306.86982420199917 3500.8966 3992.7021 +OBSERVED "" 53335.220000000205 43.126997319639706 3923.6054 4094.3148 304.6925188340615 3923.6054 4602.3783 295.31183651322533 4602.3783 5264.8932 49.16950414692812 5264.8932 5590.0539 42.57659985335569 5590.0539 5886.763 153.3886126140429 5886.763 6374.504 "" "" "" 2004gc 221.14269890759223 3529.3481 3923.6054 +CMFGEN 1.04 53335.220000000205 0.0 3996.7666 4000.8311 466.5336350883721 4000.8311 4695.862 110.58891552451901 4695.862 5053.5388 27.323249388029836 5236.4416 5500.6347 148.07042942548517 5553.4733 5939.6016 272.7473613296741 5939.6016 6520.8263 "" "" "" 2004gc 288.0146505023713 3500.8966 4000.8311 +CMFGEN 1.02 53335.220000000205 0.0 3996.7666 4000.8311 455.354892123652 3996.7666 4687.733 233.86325987097482 4687.733 5232.3771 35.144647652212825 5232.3771 5500.6347 170.48730233226865 5553.4733 5874.5695 228.3967049167848 5874.5695 6512.6973 "" "" "" 2004gc 166.49834619988158 3683.7994 3996.7666 +CMFGEN 1.4 53335.220000000205 0.14331509547458554 3996.7666 4037.4117 391.42946465400905 4037.4117 4683.6685 239.57349368943113 4683.6685 5224.2481 32.76889499689895 5224.2481 5500.6347 170.78671574525669 5553.4733 5874.5695 211.42526103203193 5874.5695 6512.6973 "" "" "" 2004gc 164.7566940941342 3687.8639 4037.4117 +CMFGEN 1.7 53335.220000000205 -0.0029356614472846533 3992.7021 4000.8311 498.24423384461716 3992.7021 4683.6685 118.5794293228357 4683.6685 5053.5388 43.705402027249654 5252.6997 5500.6347 167.37014082498933 5553.4733 5911.15 312.04866201007354 5911.15 6549.2779 "" "" "" 2004gc 306.86982420199917 3500.8966 3992.7021 +OBSERVED "" -3.6700000002238085 42.31206119557935 3905.7871 4050.9483 145.2664539978078 4050.9483 4519.0193 327.25515424561473 4519.0193 5508.4858 95.23810405365205 5209.2759 5508.4858 59.146867654208755 5621.0599 5899.5325 148.79493510383065 5899.5325 6340.9412 346.0855749751905 7899.2029 8553.9098 2004gs "" "" "" +CMFGEN 1.04 -3.6700000002238085 -4.141551288211772 3997.6238 4148.71 -64.56561519032486 4148.71 4450.8824 805.3207954040048 4501.2445 5549.9605 160.15747491659877 5200.3885 5653.6471 -2.5886213283285677 5653.6471 5801.7708 251.47079836072007 5801.7708 6598.6765 461.6528569083026 7502.2313 8897.5568 2004gs "" "" "" +CMFGEN 1.02 -3.6700000002238085 7.3511678531520275 3997.6238 4148.71 -79.78038410884244 4148.71 4450.8824 775.8592078397568 4501.2445 5549.9605 233.44132543598565 5150.0264 5629.9473 -1.6419448763744573 5629.9473 5801.7708 196.3438223360664 5801.7708 6598.6765 453.2270345202121 7502.2313 8897.5568 2004gs "" "" "" +CMFGEN 1.4 -3.6700000002238085 17.965820658572646 3997.6238 4148.71 -97.42401047100157 4148.71 4450.8824 689.3226530952841 4501.2445 5549.9605 194.0805370122598 5150.0264 5588.4727 49.70952987096889 5588.4727 5997.2941 55.21027632162827 5997.2941 6598.6765 338.82169472351137 7502.2313 8897.5568 2004gs "" "" "" +CMFGEN 1.7 -3.6700000002238085 11.689350678619581 3997.6238 4148.71 114.40840651382918 4148.71 4471.6197 638.4249915526505 4501.2445 5549.9605 40.70101178625232 5298.1501 5662.5345 -5.384116122063109 5662.5345 5801.7708 218.91004594972867 5801.7708 6583.8641 593.3348178292126 7502.2313 8847.1947 2004gs "" "" "" +OBSERVED "" 2.319999999999709 36.787705813544065 3910.5431 4126.8132 191.68612488199886 3910.5431 4559.3533 221.2931278411262 4559.3533 5224.4856 87.45124728836996 5224.4856 5599.8978 49.83142418037073 5599.8978 5938.5848 140.409263162972 5938.5848 6391.5277 "" "" "" 2004gs "" "" "" +CMFGEN 1.04 2.319999999999709 -3.923275388824631 3996.235 4147.216 -70.24854280827411 4147.216 4453.2585 802.0919018532054 4502.2253 5546.8504 157.7193106089504 5204.0828 5652.9451 -2.8293897880858285 5652.9451 5803.9261 249.67752081943073 5803.9261 6599.6366 "" "" "" 2004gs "" "" "" +CMFGEN 1.02 2.319999999999709 7.696641277262827 3996.235 4147.216 -84.77027657321784 4147.216 4453.2585 768.4295793024086 4502.2253 5546.8504 233.22559352263653 5151.0354 5628.4617 -1.8633182498411187 5628.4617 5803.9261 194.65050526302667 5803.9261 6599.6366 "" "" "" 2004gs "" "" "" +CMFGEN 1.4 2.319999999999709 18.31311658156933 3996.235 4147.216 -103.33092915823039 4147.216 4453.2585 681.461485725227 4502.2253 5546.8504 190.53758105207993 5155.116 5587.6561 50.23540082125767 5587.6561 5999.7933 54.55004000505109 5999.7933 6599.6366 "" "" "" 2004gs "" "" "" +CMFGEN 1.7 2.319999999999709 12.187202907638346 3996.235 4147.216 114.42575819135828 4147.216 4473.6613 629.8262350521167 4502.2253 5546.8504 37.258483565537176 5297.9358 5673.348 -3.8401413963139057 5673.348 5803.9261 216.46787691261198 5803.9261 6583.3144 "" "" "" 2004gs "" "" "" +OBSERVED "" -4.639999999926658 6.692549392915325 3918.80939049093 4022.95492114111 88.52732408148054 3918.80939049093 4495.61540639964 115.88139981683797 4511.63779573044 5084.43821430645 84.50412353830035 5152.53336896234 5653.23303554977 11.311992035868132 5653.23303554977 5881.55208351364 76.90009560751601 5881.55208351364 6294.12860878167 "" "" "" 2004gu 127.74799407248571 3542.28324121719 3918.80939049093 +CMFGEN 1.04 -4.639999999926658 -4.092598923273879 3998.92133714492 4147.12843845479 -66.30723207129782 4147.12843845479 4451.55383573995 802.2755025612198 4503.62660106504 5549.08750489959 157.21158098013575 5204.60613428744 5653.23303554977 -2.6825955199493072 5653.23303554977 5801.44013685965 251.75227450390474 5801.44013685965 6598.55400606683 "" "" "" 2004gu 125.20315723394468 3774.60788651375 4099.0612704624 +CMFGEN 1.02 -4.639999999926658 6.946580167712873 3998.92133714492 4147.12843845479 -81.67208991739115 4147.12843845479 4451.55383573995 771.6275639654932 4503.62660106504 5549.08750489959 231.8105487067183 5152.53336896234 5629.19945155357 -1.8022588133781066 5629.19945155357 5801.44013685965 196.5412364419862 5801.44013685965 6598.55400606683 "" "" "" 2004gu 144.71886131276793 3758.58549718295 4099.0612704624 +CMFGEN 1.4 -4.639999999926658 16.98371511388956 3998.92133714492 4147.12843845479 -99.76837853575188 4147.12843845479 4451.55383573995 684.9948588696077 4503.62660106504 5549.08750489959 185.45407213570826 5160.54456362774 5589.14347822658 49.84723573682443 5589.14347822658 5997.71440616192 55.01073245960863 5997.71440616192 6598.55400606683 "" "" "" 2004gu 143.4959136421415 3762.59109451565 4099.0612704624 +CMFGEN 1.7 -4.639999999926658 11.29003963390012 3998.92133714492 4147.12843845479 115.58146724631274 4147.12843845479 4471.58182240345 633.6000352161768 4503.62660106504 5549.08750489959 36.33178671465979 5296.73487293952 5673.26102221327 -3.639352724802274 5673.26102221327 5801.44013685965 219.33077100767008 5801.44013685965 6582.53161673603 "" "" "" 2004gu 83.24048204384594 3798.64147050995 4099.0612704624 +OBSERVED "" 4.389999999868451 91.32175765222371 3913.306 4121.626 191.73705003931565 4121.626 4575.465 637.4263774225587 4575.465 5518.218 107.75311899043156 5290.767 5518.218 24.45599602303157 5612.734 5870.701 149.1773007909557 5870.701 6367.526 "" "" "" 2005A 266.82520262511673 3579.57 3913.306 +CMFGEN 1.04 4.389999999868451 -4.257651606937019 3999.397 4149.26 -62.83490951944482 4149.26 4450.048 803.3223046957094 4500.002 5545.854 155.71832415396835 5204.675 5655.729 -2.407886077382555 5655.729 5803.821 248.9915958159424 5803.821 6596.83 "" "" "" 2005A 125.69551659879914 3774.072 4099.306 +CMFGEN 1.02 4.389999999868451 6.853303510891411 3999.397 4149.26 -77.77138735766596 4149.26 4450.048 768.2187325283849 4500.002 5545.854 231.87070458153596 5153.658 5627.066 -2.1670252569372517 5627.066 5803.821 194.50524845498302 5803.821 6596.83 "" "" "" 2005A 145.2522859327861 3758.129 4099.306 +CMFGEN 1.4 4.389999999868451 17.10820469786932 3999.397 4149.26 -95.53750836553158 4149.26 4450.048 681.3336481734443 4500.002 5545.854 193.43426083796857 5150.47 5588.849 50.25481655529964 5588.849 5999.685 54.74527163903926 5999.685 6596.83 "" "" "" 2005A 144.59188597215876 3761.318 4099.306 +CMFGEN 1.7 4.389999999868451 11.241934466080654 3999.397 4149.26 113.8831313596714 4149.26 4472.368 630.7424925105599 4500.002 5545.854 42.02328281759702 5299.27 5660.506 -5.984980949426747 5660.506 5803.821 216.5901851888046 5803.821 6582.499 "" "" "" 2005A 83.23218761835942 3799.581 4099.306 +OBSERVED "" 25.369999999849824 106.94491892161736 3976.3303 4092.7177 502.80234288420615 3976.3303 4582.1414 564.1950989845922 4582.1414 5549.0517 27.05133655634509 5283.4498 5549.0517 69.68867694508785 5569.9417 5883.2923 284.2915629456152 5883.2923 6530.8835 555.9240817969328 7739.5213 8784.0232 2005A "" "" "" +CMFGEN 1.04 25.369999999849824 -0.267037383667123 3997.2204 4047.9533 85.09959742845646 4047.9533 4516.487 124.15167932279485 4516.487 5101.4081 52.58028054790694 5152.141 5566.9575 1.4316577857217405 5566.9575 5802.7165 164.71595497408651 5802.7165 6301.0931 48.420085740393205 7503.7623 8387.1125 2005A "" "" "" +CMFGEN 1.02 25.369999999849824 -0.5620446446339927 3997.2204 4041.9847 103.48854492922491 4041.9847 4456.8012 129.89547232750937 4501.5656 5050.6751 54.1829714733591 5152.141 5555.0203 23.76826253112032 5555.0203 5811.6693 168.40503869200404 5811.6693 6304.0773 56.05739866608918 7727.5842 8375.1753 2005A "" "" "" +CMFGEN 1.4 25.369999999849824 -4.045567557017634 3997.2204 4104.6548 71.70218318401919 4104.6548 4456.8012 154.8889778534513 4501.5656 5050.6751 38.95958718723274 5152.141 5516.2245 43.924820245197054 5552.036 5826.5908 141.02294061602174 5826.5908 6307.0616 245.40314922989 7539.5738 8425.9083 2005A "" "" "" +CMFGEN 1.7 25.369999999849824 15.855186124013033 3901.7231 4044.969 68.49095147829004 4044.969 4459.7855 121.5112190867066 4507.5341 5119.3138 68.5703595176887 5152.141 5578.8946 11.707110387574037 5578.8946 5832.5594 147.54269292002152 5832.5594 6304.0773 67.64010719256834 7679.8355 8425.9083 2005A "" "" "" +OBSERVED "" 33.369999999849824 8.403732138282031 3991.2518 4003.189 399.3585735987614 4003.189 4644.8115 548.9220076823274 4644.8115 5468.4759 47.045154117804465 5295.387 5569.9417 64.64709508392544 5569.9417 5841.5122 453.55845770841955 5841.5122 6563.7107 578.0066699375 7879.783 8751.196 2005A "" "" "" +CMFGEN 1.04 33.369999999849824 0.25404414381363116 3901.7231 4000.2047 53.98992752125391 3901.7231 4504.5498 136.90533413841214 4504.5498 5140.2038 78.06867145806362 5152.141 5602.769 12.19864196977687 5602.769 5823.6065 149.02318961424345 5823.6065 6277.2187 139.1741153100357 7867.8459 8512.4527 2005A "" "" "" +CMFGEN 1.02 33.369999999849824 24.60960632932329 3901.7231 4089.7334 81.58273295065311 4089.7334 4501.5656 146.81124507344384 4501.5656 5092.4552 95.79550828816093 5152.141 5611.7218 17.423322978606368 5611.7218 5829.5751 156.42221486165016 5829.5751 6327.9517 142.38926302806652 7760.4114 8521.4056 2005A "" "" "" +CMFGEN 1.4 33.369999999849824 26.662814822348267 3901.7231 4086.7491 103.00034005059148 4086.7491 4495.597 163.87881012270577 4501.5656 5083.5023 93.63064659393662 5155.1253 5602.769 33.04511202989403 5602.769 5868.3709 160.55129476842902 5868.3709 6333.9203 150.65045150913014 7748.4742 8509.4684 2005A "" "" "" +CMFGEN 1.7 33.369999999849824 13.350850836751617 3901.7231 4074.8119 55.01747153676797 3901.7231 4504.5498 134.51037894334885 4504.5498 5146.1724 94.52199046455182 5152.141 5614.7061 11.523215091650526 5614.7061 5808.685 136.74397230101044 5808.685 6310.0459 137.98944981243545 7835.0186 8524.3899 2005A "" "" "" +OBSERVED "" 66.54000000003725 3.9399252603560546 3968.1322 4000.8672 312.930133038781 3968.1322 4670.4457 364.7370406811449 4670.4457 5539.4099 32.900780825214184 5298.3617 5575.1208 114.32099867156244 5575.1208 5875.6872 264.4768533918696 5875.6872 6575.0248 748.751358515958 7637.4228 8771.2425 2005M "" "" "" +CMFGEN 1.04 66.54000000003725 -0.9350539171815702 3959.2045 4000.8672 234.28941675750815 3959.2045 4631.759 234.279142735592 4631.759 5215.0363 4.327921184797995 5215.0363 5533.4581 114.64315834398577 5551.3136 5857.8317 38.29688544682224 5857.8317 6200.0608 352.3680732512708 7842.7602 8711.7244 2005M "" "" "" +CMFGEN 1.02 66.54000000003725 -2.323214625353926 3947.3009 4000.8672 272.95234352783586 3947.3009 4628.7831 283.4607580246733 4628.7831 5310.2653 -3.6563401438791883 5298.3617 5500.7232 82.54395721694988 5551.3136 5845.9281 180.11039905453538 5845.9281 6458.9645 487.292311743308 7699.9168 8699.8208 2005M "" "" "" +CMFGEN 1.4 66.54000000003725 -2.937198597559398 3938.3732 4000.8672 289.23879143845267 3938.3732 4628.7831 311.29767834005975 4628.7831 5500.7232 5.3424429229261765 5298.3617 5500.7232 61.76027104993737 5551.3136 5842.9522 196.6791986201093 5842.9522 6461.9404 477.2403723430979 7696.9409 8690.8931 2005M "" "" "" +CMFGEN 1.7 66.54000000003725 -1.4438183268781946 3953.2527 4000.8672 243.1939835429385 3953.2527 4622.8313 274.5450883865236 4622.8313 5244.7954 -2.133546229051936 5244.7954 5500.7232 141.28560916259516 5551.3136 5878.6631 65.87988161987202 5878.6631 6200.0608 314.7918927516082 7872.5193 8774.2184 2005M "" "" "" +OBSERVED "" 3.7299999999813735 14.299261224499222 3974.084 4093.1202 97.2361287106126 4093.1202 4512.7228 162.27929353849032 4512.7228 5155.5182 94.73310258439189 5155.5182 5631.663 23.37238996125228 5631.663 5929.2535 160.21734901905444 5929.2535 6580.9766 198.7405365037592 7851.688 8762.3148 2005M "" "" "" +CMFGEN 1.04 3.7299999999813735 -4.226812920388135 3997.8913 4149.6624 -63.09875200546909 4149.6624 4450.2288 804.5555504172385 4500.8192 5548.3376 160.65000571828864 5200.1568 5652.4943 -2.872353702892843 5652.4943 5801.2896 251.90819379207954 5801.2896 6598.832 464.3001563347488 7500.5312 8899.2064 2005M "" "" "" +CMFGEN 1.02 3.7299999999813735 7.290401672734025 3997.8913 4149.6624 -78.01658187246899 4149.6624 4450.2288 772.8457287252478 4500.8192 5548.3376 232.0766956371972 5152.5423 5628.6871 -1.9204341712032738 5628.6871 5801.2896 196.74871093386736 5801.2896 6598.832 455.8889394980497 7500.5312 8899.2064 2005M "" "" "" +CMFGEN 1.4 3.7299999999813735 18.00114712933911 3997.8913 4149.6624 -95.59672648711661 4149.6624 4450.2288 686.201935321712 4500.8192 5548.3376 190.37992506353368 5155.5182 5587.0244 49.64740462190224 5587.0244 5997.6993 55.076845315818105 5997.6993 6598.832 341.37624833137704 7500.5312 8899.2064 2005M "" "" "" +CMFGEN 1.7 3.7299999999813735 11.690156881021483 3997.8913 4149.6624 113.44874947819818 4149.6624 4471.0601 635.4370012036287 4500.8192 5548.3376 37.51116386608618 5298.3617 5673.3257 -3.614654774268792 5673.3257 5801.2896 219.4308213304816 5801.2896 6583.9525 596.9899913785694 7500.5312 8845.6402 2005M "" "" "" +OBSERVED "" 69.54000000003725 12.300417702853874 3980.0358 4027.6503 358.5735910880966 3980.0358 4670.4457 365.05224366932345 4670.4457 5533.4581 49.573565557793735 5283.4821 5551.3136 128.06797723263065 5551.3136 5884.6149 383.3209185316701 5884.6149 6580.9766 693.7510259948413 7705.8686 8723.6281 2005M "" "" "" +CMFGEN 1.04 69.54000000003725 -0.9296895237094116 3959.2045 4000.8672 246.88301260346373 3959.2045 4640.6867 232.63348693282543 4640.6867 5212.0604 4.015199031857598 5212.0604 5533.4581 119.30248056939195 5551.3136 5857.8317 38.695453997971285 5857.8317 6200.0608 364.7841474572442 7842.7602 8711.7244 2005M "" "" "" +CMFGEN 1.02 69.54000000003725 -2.015821265407183 3950.2768 4000.8672 275.4866594006486 3950.2768 4631.759 285.97796933095634 4631.759 5313.2412 -2.5837375077982156 5298.3617 5506.675 88.1365844424004 5551.3136 5848.904 175.66942528633112 5848.904 6464.9163 494.3244289860452 7702.8927 8699.8208 2005M "" "" "" +CMFGEN 1.4 69.54000000003725 -2.331710089838648 3944.325 4000.8672 289.9656553265403 3944.325 4631.759 312.3637768978271 4631.759 5506.675 5.771060762806982 5298.3617 5506.675 66.88689785715272 5551.3136 5842.9522 196.7062295106925 5842.9522 6464.9163 485.85054864465565 7699.9168 8693.869 2005M "" "" "" +CMFGEN 1.7 69.54000000003725 -1.5518489870756622 3953.2527 4000.8672 254.6410542735278 3953.2527 4625.8072 275.6005341303429 4625.8072 5247.7713 -2.7030973593278715 5247.7713 5500.7232 145.65489212249383 5551.3136 5881.639 62.14148462395243 5881.639 6200.0608 331.2685064557485 7869.5434 8777.1943 2005M "" "" "" +OBSERVED "" 38.62000000011176 2.297129485148746 3983.0117 4000.8672 319.61709516890414 3983.0117 4670.4457 408.5154156905455 4670.4457 5539.4099 29.109835239589273 5295.3857 5557.2654 55.161035560643114 5557.2654 5828.0727 249.5771762826749 5828.0727 6518.4826 479.5383954975076 7750.5072 8750.4112 2005M "" "" "" +CMFGEN 1.04 38.62000000011176 -0.029187873132357392 3911.59 4000.8672 81.58400336063565 3911.59 4456.1806 183.86398715201693 4521.6505 5173.3737 65.15888627133151 5173.3737 5619.7594 17.632693533525988 5619.7594 5848.904 131.91349404016296 5848.904 6259.5789 188.7240167414297 7890.3747 8545.0738 2005M "" "" "" +CMFGEN 1.02 38.62000000011176 28.379464874726565 3902.6623 4110.9756 91.48053957729681 3902.6623 4527.6023 169.77875866966616 4527.6023 5125.7592 86.09905982172623 5176.3496 5575.1208 17.48259927596469 5575.1208 5857.8317 158.64841171583834 5857.8317 6345.8801 209.29968102843452 7821.9289 8595.6641 2005M "" "" "" +CMFGEN 1.4 38.62000000011176 37.57608242047103 3902.6623 4110.9756 92.62466917073424 4110.9756 4521.6505 186.7738275597688 4521.6505 5116.8315 90.75913706931206 5179.3255 5625.7112 27.994049530996985 5625.7112 5866.7595 157.85067711434542 5866.7595 6345.8801 211.71088350372852 7789.194 8580.7846 2005M "" "" "" +CMFGEN 1.7 38.62000000011176 14.9675600920141 3902.6623 4110.9756 76.79731379058762 3902.6623 4518.6746 170.58838762524425 4518.6746 5167.4218 78.61149323436604 5167.4218 5610.8317 16.69064877417812 5610.8317 5848.904 140.32574158891148 5848.904 6289.3379 198.39482675174364 7860.6157 8586.7364 2005M "" "" "" +OBSERVED "" 7.75 35.23941318732374 3908.6141 4119.9034 136.55205617602095 4119.9034 4572.2409 201.45174738510252 4572.2409 5259.6749 88.75847019825687 5259.6749 5640.5907 44.71164590174148 5640.5907 5956.0366 148.0373183633134 5956.0366 6530.3862 401.9464049641659 7848.7121 8851.592 2005M "" "" "" +CMFGEN 1.04 7.75 -4.226812920388135 3997.8913 4149.6624 -63.09875200546909 4149.6624 4450.2288 804.5555504172385 4500.8192 5548.3376 160.65000571828864 5200.1568 5652.4943 -2.872353702892843 5652.4943 5801.2896 251.90819379207954 5801.2896 6598.832 464.3001563347488 7500.5312 8899.2064 2005M "" "" "" +CMFGEN 1.02 7.75 7.290401672734025 3997.8913 4149.6624 -78.01658187246899 4149.6624 4450.2288 772.8457287252478 4500.8192 5548.3376 232.0766956371972 5152.5423 5628.6871 -1.9204341712032738 5628.6871 5801.2896 196.74871093386736 5801.2896 6598.832 455.8889394980497 7500.5312 8899.2064 2005M "" "" "" +CMFGEN 1.4 7.75 18.00114712933911 3997.8913 4149.6624 -95.59672648711661 4149.6624 4450.2288 686.201935321712 4500.8192 5548.3376 190.37992506353368 5155.5182 5587.0244 49.64740462190224 5587.0244 5997.6993 55.076845315818105 5997.6993 6598.832 341.37624833137704 7500.5312 8899.2064 2005M "" "" "" +CMFGEN 1.7 7.75 11.690156881021483 3997.8913 4149.6624 113.44874947819818 4149.6624 4471.0601 635.4370012036287 4500.8192 5548.3376 37.51116386608618 5298.3617 5673.3257 -3.614654774268792 5673.3257 5801.2896 219.4308213304816 5801.2896 6583.9525 596.9899913785694 7500.5312 8845.6402 2005M "" "" "" +OBSERVED "" 42.580000000074506 9.066384485439896 3971.1081 4003.8431 404.8399319462807 3971.1081 4640.6867 480.1662034095396 4640.6867 5533.4581 50.456687949887694 5292.4098 5566.1931 78.02651714140492 5566.1931 5819.145 305.7547343688808 5819.145 6518.4826 629.2740051754715 7744.5554 8747.4353 2005M "" "" "" +CMFGEN 1.04 42.580000000074506 -1.4304512658211153 3917.5418 4000.8672 109.92488006710528 3917.5418 4533.5541 223.52366479644178 4533.5541 5188.2532 24.676093571142854 5188.2532 5500.7232 25.167892126794673 5616.7835 5857.8317 119.77352222332968 5857.8317 6247.6753 199.34401545770035 7896.3265 8548.0497 2005M "" "" "" +CMFGEN 1.02 42.580000000074506 31.177527278151896 3908.6141 4125.8552 117.77246479073452 3908.6141 4551.4095 207.42214579662243 4551.4095 5194.205 77.68313437565234 5194.205 5604.8798 22.5502614518181 5604.8798 5863.7836 164.89100535369244 5863.7836 6360.7597 283.2207739166165 7500.5312 8643.2786 2005M "" "" "" +CMFGEN 1.4 42.580000000074506 40.76815064820796 3905.6382 4125.8552 137.53531563724385 3905.6382 4542.4818 218.90972225555967 4542.4818 5200.1568 83.37559887920568 5200.1568 5592.9762 28.21110028002112 5592.9762 5875.6872 161.8916090045153 5875.6872 6360.7597 256.1581871022739 7827.8807 8631.375 2005M "" "" "" +CMFGEN 1.7 42.580000000074506 21.218441778686756 3908.6141 4131.807 107.8576196896586 3908.6141 4542.4818 210.41428732355143 4542.4818 5191.2291 62.45073162375444 5191.2291 5625.7112 20.33162599372759 5625.7112 5857.8317 140.6440054341704 5857.8317 6277.4343 224.01631317953957 7890.3747 8640.3027 2005M "" "" "" +OBSERVED "" 47.56999999983236 107.33036135977292 3986.1868 4101.2268 398.74617954750715 4101.2268 4602.1298 456.80140580597515 4602.1298 5529.6393 63.70695300458703 5292.3694 5567.986 101.07755496375226 5567.986 5826.8258 320.3738061979536 5826.8258 6517.0654 "" "" "" 2005M "" "" "" +CMFGEN 1.04 47.56999999983236 -2.0237344461287465 3933.4602 4000.5668 136.88592727697255 3933.4602 4554.1965 243.1513916903581 4554.1965 5201.2962 14.583112341694333 5201.2962 5500.8793 69.49937135432643 5551.2093 5862.7758 101.01515165486606 5862.7758 6231.8623 "" "" "" 2005M "" "" "" +CMFGEN 1.02 47.56999999983236 38.174801404012655 3919.0802 4149.1601 181.7813054122609 3919.0802 4597.3365 250.6703806610387 4597.3365 5220.4695 45.52925833806508 5220.4695 5611.1259 28.857375607683622 5611.1259 5862.7758 176.63683254249685 5862.7758 6368.4722 "" "" "" 2005M "" "" "" +CMFGEN 1.4 47.56999999983236 44.943621877025436 3916.6835 4144.3667 191.68601556602854 3916.6835 4575.7665 254.34492164452428 4575.7665 5225.2628 62.382369719984545 5225.2628 5615.9193 31.016215730458566 5615.9193 5872.3625 171.42181133136933 5872.3625 6366.0755 "" "" "" 2005M "" "" "" +CMFGEN 1.7 47.56999999983236 29.846135766759776 3919.0802 4149.1601 151.3495144829091 3919.0802 4566.1798 244.1690991205955 4566.1798 5210.8828 13.282153643321665 5210.8828 5500.8793 58.72617877754872 5551.2093 5865.1725 139.4570444457412 5865.1725 6267.8122 "" "" "" 2005M "" "" "" +OBSERVED "" 56.580000000074506 2.6714430303835277 3968.1322 4003.8431 301.58773560954626 3968.1322 4670.4457 371.12445715764704 4670.4457 5536.434 22.786067051841275 5295.3857 5566.1931 91.63771214075528 5566.1931 5866.7595 268.3253030096968 5866.7595 6580.9766 547.3794755966398 7708.8445 8726.604 2005M "" "" "" +CMFGEN 1.04 56.580000000074506 -1.4757825229307064 3950.2768 4000.8672 186.37010822443534 3950.2768 4593.0722 238.38755144218388 4593.0722 5206.1086 -4.791537153573253 5206.1086 5500.7232 95.84792362354045 5551.3136 5854.8558 52.9156939879728 5854.8558 6214.9403 288.34774955665404 7836.8084 8708.7485 2005M "" "" "" +CMFGEN 1.02 56.580000000074506 -3.190912031016776 3935.3973 4000.8672 267.5947023440016 3935.3973 4622.8313 291.6131214857132 4622.8313 5292.4098 -5.476683077591762 5292.4098 5500.7232 70.8121766004012 5551.3136 5863.7836 189.18826300038222 5863.7836 6414.3259 504.28028169304105 7506.483 8690.8931 2005M "" "" "" +CMFGEN 1.4 56.580000000074506 -3.9905677776484803 3923.4936 4000.8672 291.01859818569426 3923.4936 4622.8313 311.32134877844965 4622.8313 5295.3857 -0.0930500595930306 5295.3857 5500.7232 51.36919136500588 5551.3136 5869.7354 187.7188303063724 5869.7354 6417.3019 444.40145710765006 7637.4228 8687.9172 2005M "" "" "" +CMFGEN 1.7 56.580000000074506 32.536353892322424 3938.3732 4149.6624 201.58712948368947 3938.3732 4604.9758 268.55106369576237 4604.9758 5232.8917 1.1508672189323665 5232.8917 5500.7232 107.49874154872661 5551.3136 5872.7113 115.67787879410622 5872.7113 6244.6994 277.97843643911665 7881.447 8753.3871 2005M "" "" "" +OBSERVED "" -0.2900000000372529 12.899066152307348 3953.2527 4090.1443 101.65899223166421 4090.1443 4521.6505 149.73420522740594 4521.6505 5140.6387 77.47013653401173 5158.4941 5622.7353 20.911030687544603 5622.7353 5908.4221 203.25864741838114 5908.4221 6580.9766 93.72904339371073 7833.8325 8360.5677 2005M "" "" "" +CMFGEN 1.04 -0.2900000000372529 -4.226812920388135 3997.8913 4149.6624 -63.09875200546909 4149.6624 4450.2288 804.5555504172385 4500.8192 5548.3376 160.65000571828864 5200.1568 5652.4943 -2.872353702892843 5652.4943 5801.2896 251.90819379207954 5801.2896 6598.832 464.3001563347488 7500.5312 8899.2064 2005M "" "" "" +CMFGEN 1.02 -0.2900000000372529 7.290401672734025 3997.8913 4149.6624 -78.01658187246899 4149.6624 4450.2288 772.8457287252478 4500.8192 5548.3376 232.0766956371972 5152.5423 5628.6871 -1.9204341712032738 5628.6871 5801.2896 196.74871093386736 5801.2896 6598.832 455.8889394980497 7500.5312 8899.2064 2005M "" "" "" +CMFGEN 1.4 -0.2900000000372529 18.00114712933911 3997.8913 4149.6624 -95.59672648711661 4149.6624 4450.2288 686.201935321712 4500.8192 5548.3376 190.37992506353368 5155.5182 5587.0244 49.64740462190224 5587.0244 5997.6993 55.076845315818105 5997.6993 6598.832 341.37624833137704 7500.5312 8899.2064 2005M "" "" "" +CMFGEN 1.7 -0.2900000000372529 11.690156881021483 3997.8913 4149.6624 113.44874947819818 4149.6624 4471.0601 635.4370012036287 4500.8192 5548.3376 37.51116386608618 5298.3617 5673.3257 -3.614654774268792 5673.3257 5801.2896 219.4308213304816 5801.2896 6583.9525 596.9899913785694 7500.5312 8845.6402 2005M "" "" "" +OBSERVED "" -7.320000000225264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 272.1028430707915 5869.506 6505.826 "" "" "" 2005W "" "" "" +CMFGEN 1.04 -7.320000000225264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 252.24937193177183 5800.375 6599.31 "" "" "" 2005W "" "" "" +CMFGEN 1.02 -7.320000000225264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 198.1186606602368 5800.375 6599.31 "" "" "" 2005W "" "" "" +CMFGEN 1.4 -7.320000000225264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 55.33262362773478 5999.9123 6599.31 "" "" "" 2005W "" "" "" +CMFGEN 1.7 -7.320000000225264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 220.39694163512343 5800.375 6582.8128 "" "" "" 2005W "" "" "" +OBSERVED "" 34.05000000003929 23.23507767399421 3965.5766 4036.0171 369.5750734377028 3965.5766 4610.8117 531.9261751569805 4610.8117 5503.9974 51.6285275935779 5295.4935 5503.9974 94.43413336603412 5574.4379 5839.2942 335.9303683870993 5839.2942 6487.3469 "" "" "" 2005ag "" "" "" +CMFGEN 1.04 34.05000000003929 0.3104685574778707 3903.589 4002.2057 56.48822332299298 3903.589 4500.9245 141.1119549692714 4500.9245 5146.1596 75.67905543117917 5151.7948 5599.7965 13.15512208059204 5599.7965 5830.8414 147.00361938875702 5830.8414 6270.3902 "" "" "" 2005ag "" "" "" +CMFGEN 1.02 34.05000000003929 25.82528224685324 3900.7713 4095.1872 80.06804831761607 4095.1872 4506.5597 149.68521322082609 4506.5597 5098.26 95.28010233963465 5154.6125 5613.8846 17.74880650859902 5613.8846 5836.4766 155.79282533158846 5836.4766 6329.5602 "" "" "" 2005ag "" "" "" +CMFGEN 1.4 34.05000000003929 29.158811077977205 3900.7713 4089.5519 100.9545608778518 4089.5519 4498.1069 166.60382051300712 4500.9245 5086.9896 94.05401692292669 5157.4301 5608.2494 32.63484669334458 5608.2494 5873.1057 160.05377068963978 5873.1057 6335.1954 "" "" "" 2005ag "" "" "" +CMFGEN 1.7 34.05000000003929 13.605157604681251 3900.7713 4078.2814 57.62334400187189 3900.7713 4506.5597 137.38581813617634 4506.5597 5146.1596 93.79164501007044 5151.7948 5619.5198 12.658269894616614 5619.5198 5816.7533 137.5798375305364 5816.7533 6309.8369 "" "" "" 2005ag "" "" "" +OBSERVED "" 30.099999999853026 49.77352471564329 3914.8595 4044.47 415.9812940265373 3914.8595 4619.2646 480.65638340733585 4619.2646 5503.9974 41.54971995668521 5298.3111 5503.9974 105.13076746903468 5554.7146 5839.2942 296.50379950744207 5839.2942 6464.806 "" "" "" 2005ag "" "" "" +CMFGEN 1.04 30.099999999853026 0.6369295177885091 3943.0357 4019.1114 58.46480479480215 3943.0357 4540.3712 126.30769139166483 4540.3712 5129.2539 78.4190673313947 5151.7948 5596.9789 7.337925871108871 5596.9789 5802.6652 156.35308880772368 5802.6652 6290.1135 "" "" "" 2005ag "" "" "" +CMFGEN 1.02 30.099999999853026 21.18618783075044 3900.7713 4072.6462 91.48686944961123 4072.6462 4484.0188 134.56746500457746 4500.9245 5070.0838 91.87563510210069 5151.7948 5591.3436 19.34901201098226 5591.3436 5844.9295 164.383379883747 5844.9295 6323.925 "" "" "" 2005ag "" "" "" +CMFGEN 1.4 30.099999999853026 -1.5502034918716907 3999.3881 4067.011 109.25224228221458 4067.011 4478.3835 151.53953485675515 4500.9245 5061.631 84.57580301421439 5151.7948 5582.8908 36.214559137523025 5582.8908 5856.2 160.53757253480114 5856.2 6323.925 "" "" "" 2005ag "" "" "" +CMFGEN 1.7 30.099999999853026 15.08525737512304 3900.7713 4075.4638 68.48095192886699 4075.4638 4537.5536 131.15363142147677 4537.5536 5134.8891 92.31429764972081 5151.7948 5599.7965 8.29388638210809 5599.7965 5802.6652 137.94100613237623 5802.6652 6315.4721 "" "" "" 2005ag "" "" "" +OBSERVED "" -0.8499999998675776 30.46397344494672 3917.6771 4019.1114 194.85942514358027 4019.1114 4495.2893 244.72327966383028 4562.9122 5115.1658 178.93578721280278 5168.7006 5667.4194 45.90985542240934 5667.4194 5839.2942 213.97151424265752 5839.2942 6383.095 "" "" "" 2005ag "" "" "" +CMFGEN 1.04 -0.8499999998675776 -4.185533429171586 3999.3881 4148.7219 -63.13568905488089 4148.7219 4450.2073 805.5569471415208 4500.9245 5549.0793 156.9414142175495 5205.3296 5653.3313 -2.6957942297577384 5653.3313 5802.6652 250.1524089767701 5802.6652 6597.2341 "" "" "" 2005ag "" "" "" +CMFGEN 1.02 -0.8499999998675776 6.880464876742758 3999.3881 4148.7219 -78.24454163031089 4148.7219 4450.2073 774.9376043923 4500.9245 5549.0793 233.05062308331352 5151.7948 5627.9727 -2.0303765605701627 5627.9727 5802.6652 195.64894991449273 5802.6652 6597.2341 "" "" "" 2005ag "" "" "" +CMFGEN 1.4 -0.8499999998675776 17.044759562117257 3999.3881 4148.7219 -96.09649811841058 4148.7219 4450.2073 688.7657689018268 4500.9245 5549.0793 190.57882781277502 5154.6125 5588.526 50.24168278344337 5588.526 5999.8986 54.88380030234376 5999.8986 6597.2341 "" "" "" 2005ag "" "" "" +CMFGEN 1.7 -0.8499999998675776 11.24426212796167 3999.3881 4148.7219 114.30133563808641 4148.7219 4472.7483 637.4315706283746 4500.9245 5549.0793 37.66365612425434 5298.3111 5673.0546 -3.768841986209851 5673.0546 5802.6652 217.92448633845623 5802.6652 6583.146 "" "" "" 2005ag "" "" "" +OBSERVED "" 49.05000000003929 93.0874687721389 3931.7652 4041.6524 535.7958988719906 3931.7652 4577.0003 614.9847286133672 4577.0003 5394.1102 215.20543080099995 5165.8829 5501.1798 143.5212652229396 5557.5322 5822.3885 448.18674698545954 5822.3885 6521.1584 "" "" "" 2005ag "" "" "" +CMFGEN 1.04 49.05000000003929 -1.8331699930819658 3940.218 4002.2057 144.40140810506756 3940.218 4562.9122 243.81994618879875 4562.9122 5205.3296 11.051692677482437 5205.3296 5501.1798 75.34834863438692 5551.8969 5861.8352 94.23056953139611 5861.8352 6230.9435 "" "" "" 2005ag "" "" "" +CMFGEN 1.02 49.05000000003929 38.34732427365864 3926.1299 4148.7219 204.4134730521644 3926.1299 4605.1765 259.9212356650787 4605.1765 5233.5058 3.225448184061467 5233.5058 5501.1798 38.70983605702206 5551.8969 5864.6528 179.9975542756365 5864.6528 6374.6421 "" "" "" 2005ag "" "" "" +CMFGEN 1.4 49.05000000003929 45.25902895160195 3920.4947 4148.7219 213.60382423215856 3920.4947 4593.906 264.550235030981 4593.906 5233.5058 51.56502571362198 5233.5058 5619.5198 31.72255600735295 5619.5198 5870.2881 174.60483228637645 5870.2881 6371.8245 "" "" "" 2005ag "" "" "" +CMFGEN 1.7 49.05000000003929 31.023881708781108 3923.3123 4148.7219 162.64821651120812 3923.3123 4574.1826 250.16785303349215 4574.1826 5216.6001 10.543925292581044 5216.6001 5501.1798 67.27343726173845 5551.8969 5867.4704 137.7279989590548 5867.4704 6264.7549 "" "" "" 2005ag "" "" "" +OBSERVED "" 42.270000000113214 7.405794249946861 3963.7407 4017.8154 299.1643193856014 3963.7407 4627.6585 374.99634571094964 4627.6585 5540.9209 25.89567913821377 5288.5721 5540.9209 78.93207536262518 5558.9459 5856.357 260.25907551699913 5856.357 6517.2706 526.6907349319581 7760.9899 8725.323 2005al "" "" "" +CMFGEN 1.04 42.270000000113214 -1.2363780547314729 3918.6784 4002.7947 108.19216657204866 3918.6784 4534.5297 221.0362580960423 4534.5297 5186.4309 25.07975639387024 5186.4309 5501.867 24.05519295585411 5619.0289 5856.357 120.64807226373017 5856.357 6249.901 198.52977986474573 7896.1768 8548.078 2005al "" "" "" +CMFGEN 1.02 42.270000000113214 30.789632654997213 3906.6618 4125.9649 114.54401857506691 3906.6618 4549.5505 204.1378333379298 4549.5505 5192.4392 78.8598000565445 5192.4392 5604.0081 22.175562041138992 5604.0081 5862.3653 164.24032531173526 5862.3653 6361.0547 276.8687843396156 7502.6328 8638.2026 2005al "" "" "" +CMFGEN 1.4 42.270000000113214 40.4900896137849 3906.6618 4122.9608 135.1954707470412 3906.6618 4540.538 216.45328122201647 4540.538 5198.4475 83.47753260418665 5198.4475 5588.9874 27.699863192090667 5588.9874 5874.3819 161.4843077922781 5874.3819 6361.0547 253.06523913651515 7827.0813 8632.1943 2005al "" "" "" +CMFGEN 1.7 42.270000000113214 20.5932088532801 3906.6618 4131.9732 104.78853213689291 3906.6618 4540.538 207.23240657556738 4540.538 5189.435 63.27950811194547 5189.435 5625.0372 19.983637357069803 5625.0372 5856.357 140.19562730508093 5856.357 6276.9384 222.4422389173003 7890.1685 8638.2026 2005al "" "" "" +OBSERVED "" 45.21999999983382 1.4347594190107682 3957.7324 4002.7947 302.61584742178945 3957.7324 4633.6668 367.7972562580934 4633.6668 5513.8836 23.376718551829885 5279.5596 5513.8836 81.10006794784887 5567.9583 5859.3611 235.67738348124544 5859.3611 6520.2748 508.7184250402623 7721.9359 8719.3147 2005al "" "" "" +CMFGEN 1.04 45.21999999983382 -1.792003182317813 3927.6908 4002.7947 125.01772974473288 3927.6908 4543.5422 237.68239140543085 4543.5422 5195.4434 20.2631899638921 5195.4434 5501.867 54.083767457171604 5552.9375 5862.3653 110.64565802861206 5862.3653 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"" "" +OBSERVED "" 14.210000000057335 19.865290509098386 3963.7407 4074.8943 249.2600989308775 3963.7407 4609.6335 247.4998790247858 4609.6335 5246.514 -7.207291975087543 5246.514 5507.8753 77.14116373330471 5558.9459 5874.3819 130.63636727137944 5874.3819 6397.1045 277.61152097951157 7926.2183 8722.3188 2005al "" "" "" +CMFGEN 1.04 14.210000000057335 -4.250905909290044 3999.7905 4149.9981 -63.22309641135568 4149.9981 4450.4134 806.4592111111131 4501.484 5549.9334 156.96782404433512 5204.4558 5655.0787 -2.4205754284688727 5655.0787 5802.2822 250.7391064778947 5802.2822 6598.3827 461.969325227014 7502.6328 8899.5639 2005al "" "" "" +CMFGEN 1.02 14.210000000057335 6.833778449410349 3999.7905 4149.9981 -78.10203753496101 4149.9981 4450.4134 777.1441947522128 4501.484 5549.9334 232.17175477443317 5153.3852 5628.0414 -2.050905494043181 5628.0414 5802.2822 196.2616752351094 5802.2822 6598.3827 452.7702755795366 7502.6328 8899.5639 2005al "" "" "" +CMFGEN 1.4 14.210000000057335 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3939.7074 4564.5712 243.65773628235078 4564.5712 5204.4558 10.430719462374766 5204.4558 5501.867 75.07791693085686 5552.9375 5862.3653 93.93364670219125 5862.3653 6231.8761 214.13343204571177 7866.1353 8704.2939 2005al "" "" "" +CMFGEN 1.02 49.17000000002008 38.48740457674302 3924.6867 4149.9981 206.3481165608698 3924.6867 4606.6294 260.58756318111534 4606.6294 5234.4973 2.7322186859518607 5234.4973 5501.867 39.218450900225946 5552.9375 5865.3694 180.27683694229302 5865.3694 6376.0754 305.4738393148266 7884.1602 8680.2607 2005al "" "" "" +CMFGEN 1.4 49.17000000002008 45.19904936984945 3918.6784 4149.9981 215.62907469742595 3918.6784 4594.6128 265.2639023925998 4594.6128 5234.4973 50.45279397858283 5234.4973 5619.0289 31.690818822349197 5619.0289 5868.3736 174.83881625453802 5868.3736 6373.0713 301.4564459676634 7878.1519 8677.2565 2005al "" "" "" +CMFGEN 1.7 49.17000000002008 31.397565823579136 3924.6867 4149.9981 163.4279481685976 3924.6867 4573.5837 250.35069252271154 4573.5837 5216.4724 10.188500650306464 5216.4724 5501.867 68.04365049528825 5552.9375 5865.3694 137.07123951353555 5865.3694 6264.9218 246.70515103799914 7923.2142 8707.2981 2005al "" "" "" +OBSERVED "" 18.159999999777938 -1.767515856369885 3957.7324 4002.7947 277.3216497133203 3957.7324 4636.6709 292.9675186730196 4636.6709 5411.7424 -4.936464757538895 5288.5721 5501.867 78.74212749512743 5552.9375 5859.3611 162.48433421472743 5859.3611 6427.146 359.2770282835064 7658.8487 8704.2939 2005al "" "" "" +CMFGEN 1.04 18.159999999777938 -0.152192408933626 3999.7905 4050.8611 58.71858596146156 4050.8611 4450.4134 124.44055345372094 4501.484 5051.244 6.668506233730237 5150.3811 5501.867 -8.720899887047672 5697.1369 5802.2822 107.78904769572289 5802.2822 6243.8927 -18.500136462341878 7998.318 8334.7831 2005al "" "" "" +CMFGEN 1.02 18.159999999777938 6.833778449410349 3999.7905 4149.9981 -78.10203753496101 4149.9981 4450.4134 777.1441947522128 4501.484 5549.9334 232.17175477443317 5153.3852 5628.0414 -2.050905494043181 5628.0414 5802.2822 196.2616752351094 5802.2822 6598.3827 452.7702755795366 7502.6328 8899.5639 2005al "" "" "" +CMFGEN 1.4 18.159999999777938 17.130570743127755 3999.7905 4149.9981 -95.47559201265179 4149.9981 4450.4134 691.0514172627059 4501.484 5549.9334 193.99333660145123 5150.3811 5588.9874 49.69229634326147 5588.9874 5997.5522 55.61575619931343 5997.5522 6598.3827 338.61518907827565 7502.6328 8899.5639 2005al "" "" "" +CMFGEN 1.7 18.159999999777938 6.280129129056829 3900.6535 4002.7947 280.8890681493139 3900.6535 4486.4633 209.074190659634 4501.484 5381.7008 51.55494179705493 5204.4558 5697.1369 0.41106738303348317 5697.1369 5820.3072 84.20254747573313 5820.3072 6337.0215 415.1010145544162 7502.6328 8295.7291 2005al "" "" "" +OBSERVED "" 23.17000000002008 69.2240951636804 3970.7451 4086.8513 252.7158431311949 4086.8513 4633.5179 337.8421511744533 4633.5179 5465.6122 14.014838772440429 5279.3586 5523.6653 64.51446850353912 5562.3674 5833.2818 222.51852331321112 5833.2818 6515.4057 "" "" "" 2005al "" "" "" +CMFGEN 1.04 23.17000000002008 -0.291565480171461 3999.7716 4033.636 86.19525843971408 4033.636 4495.6418 122.59561265336264 4500.4796 5085.8482 37.58156297583647 5151.158 5552.6919 2.608355545293441 5552.6919 5801.8364 170.10851340398403 5801.8364 6297.7066 "" "" "" 2005al "" "" "" +CMFGEN 1.02 23.17000000002008 -0.11828102010858331 3999.7716 4028.7982 90.55515533909222 4028.7982 4452.102 137.17458482581347 4500.4796 5051.9839 35.384515206683986 5151.158 5504.3143 33.746925618162024 5550.273 5801.8364 153.2587154757614 5801.8364 6290.4499 "" "" "" 2005al "" "" "" +CMFGEN 1.4 23.17000000002008 84.96852981263578 3900.5976 4149.7421 274.7150005360144 3900.5976 4512.574 159.53319115169944 4512.574 5119.7126 21.511365069246825 5151.158 5501.8954 10.319762758597467 5550.273 5801.8364 108.07539029653506 5801.8364 6355.7596 "" "" "" 2005al "" "" "" +CMFGEN 1.7 23.17000000002008 -0.2322164254306009 3999.7716 4031.2171 74.91330761158156 4031.2171 4452.102 115.64083382567884 4500.4796 5107.6182 57.08756452977545 5151.158 5555.1107 16.88601599847112 5555.1107 5823.6063 154.6496929589964 5823.6063 6292.8688 "" "" "" 2005al "" "" "" +OBSERVED "" 37.270000000113214 6.490275863031751 3963.7407 4014.8113 298.0343279636784 3963.7407 4630.6626 373.917760796544 4630.6626 5525.9002 25.117490975369 5285.5679 5525.9002 61.01511710422362 5561.95 5832.3238 248.14771425995957 5832.3238 6523.2789 476.3213248809459 7697.9027 8722.3188 2005al "" "" "" +CMFGEN 1.04 37.270000000113214 0.2616372564256462 3909.6659 4002.7947 73.46896807689033 3909.6659 4450.4134 169.31073608850818 4513.5007 5168.406 67.06834356695202 5168.406 5613.0206 16.679022327066313 5613.0206 5847.3445 136.75975239212528 5847.3445 6261.9176 180.90154168821056 7884.1602 8545.0738 2005al "" "" "" +CMFGEN 1.02 37.270000000113214 28.199155700083686 3900.6535 4107.94 87.43593927393727 3900.6535 4522.5131 162.80955400282724 4522.5131 5117.3354 91.70591510315836 5171.4101 5625.0372 18.849674497159835 5625.0372 5853.3528 156.7197622495778 5853.3528 6340.0256 191.9638975133397 7815.0647 8575.1154 2005al "" "" "" +CMFGEN 1.4 37.270000000113214 36.34738488224629 3900.6535 4104.9359 93.97791781583284 4104.9359 4513.5007 180.34766710055501 4513.5007 5108.3229 92.49683027233783 5174.4143 5622.0331 29.92900808638343 5622.0331 5886.3985 157.73116797701624 5886.3985 6340.0256 195.88015369532195 7779.0148 8566.1029 2005al "" "" "" +CMFGEN 1.7 37.270000000113214 13.69115279521836 3900.6535 4095.9234 69.2411118770867 3900.6535 4516.5048 158.68663808508546 4516.5048 5159.3935 84.55955804850592 5159.3935 5616.0248 15.681012099355186 5616.0248 5841.3362 140.01096027617353 5841.3362 6300.9716 183.24808190821486 7857.1228 8572.1112 2005al "" "" "" +OBSERVED "" 35.50999999977648 4.798818005983405 3939.2039 4002.573 347.12983995458853 3939.2039 4597.0353 491.58067734869417 4597.0353 5541.5362 41.19827126955877 5291.0775 5541.5362 89.65562038103805 5553.6065 5861.3992 287.6317708303592 5861.3992 6552.4238 710.620565569998 7542.1884 8722.0602 2005am "" "" "" +CMFGEN 1.04 35.50999999977648 0.3690597390332418 3906.0106 4002.573 60.55639979273154 3906.0106 4452.1917 152.7761301345874 4500.4729 5158.3042 71.35402818805996 5158.3042 5604.9053 15.114053573874752 5604.9053 5840.2762 142.46911662163436 5840.2762 6262.7366 165.25263501174317 7868.0865 8537.9881 2005am "" "" "" +CMFGEN 1.02 35.50999999977648 26.030691043601504 3902.9931 4099.1354 76.50085379500086 4099.1354 4512.5432 155.12984319425985 4512.5432 5107.0054 93.95423264924749 5161.3218 5619.9932 18.18367383956043 5619.9932 5843.2937 155.43729334535828 5843.2937 6335.1584 170.19382137438686 7795.6647 8556.0936 2005am "" "" "" +CMFGEN 1.4 35.50999999977648 31.423640083456885 3902.9931 4096.1178 97.31592329789999 4096.1178 4506.508 173.06555492913063 4506.508 5097.9527 94.00956126846714 5164.3394 5616.9756 31.45222090792214 5616.9756 5879.5046 158.8312422644198 5879.5046 6338.176 174.52256819133257 7762.4714 8541.0057 2005am "" "" "" +CMFGEN 1.7 35.50999999977648 12.94112220260396 3902.9931 4087.0651 59.997288789159214 3902.9931 4512.5432 146.0319651115966 4512.5432 5152.2691 90.55004051009028 5152.2691 5619.9932 14.141194035624297 5619.9932 5828.2059 139.17048835003828 5828.2059 6311.0179 161.64716567900774 7852.9986 8547.0409 2005am "" "" "" +OBSERVED "" 38.5 3.379978356631602 3981.45 4002.573 322.18739297692764 3981.45 4618.1583 419.0108481752362 4618.1583 5526.4484 29.40082118395046 5279.0072 5556.6241 72.33869989448279 5556.6241 5828.2059 266.09543998547815 5828.2059 6495.0899 579.5995082629329 7765.489 8821.6402 2005am "" "" "" +CMFGEN 1.04 38.5 -0.1425345594072079 3909.0282 4002.573 80.4313325524158 3909.0282 4455.2093 182.43056783953364 4521.5959 5173.3921 65.28421922930377 5173.3921 5619.9932 17.49232673285206 5619.9932 5849.3289 132.31528023665817 5849.3289 6259.7191 188.11462498461998 7892.2271 8547.0409 2005am "" "" "" +CMFGEN 1.02 38.5 28.261030113763592 3902.9931 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5565.6768 5801.0477 164.48699936690622 5801.0477 6301.9651 49.29660622130665 7505.9775 8390.127 2005am "" "" "" +CMFGEN 1.02 25.5 -0.4783061718121807 3999.5554 4041.8015 103.83794199611376 4041.8015 4458.2268 129.21029100081876 4500.4729 5052.6891 55.23682524871249 5152.2691 5556.6241 23.467507486600564 5556.6241 5813.118 168.73853178861248 5813.118 6304.9827 57.234266609599416 7729.2781 8378.0567 2005am "" "" "" +CMFGEN 1.4 25.5 -3.817816297424552 3999.5554 4102.153 74.54266272158192 4102.153 4458.2268 154.0483181381583 4500.4729 5052.6891 39.88130210661571 5152.2691 5514.3781 44.15819609685682 5550.589 5828.2059 142.52104823374435 5828.2059 6308.0003 213.92388030117885 7539.1708 8423.3203 2005am "" "" "" +CMFGEN 1.7 25.5 15.329507849601994 3902.9931 4047.8366 68.41992809554979 4047.8366 4461.2444 121.08295676536508 4506.508 5119.0757 69.16375967672847 5152.2691 5580.7647 11.574349787062122 5580.7647 5834.241 147.133067298457 5834.241 6304.9827 68.87319221126096 7680.9969 8429.3555 2005am "" "" "" +OBSERVED "" 30.540000000037253 -0.7638784931335914 3942.2215 4011.6257 289.7600365722486 3942.2215 4600.0529 423.00016428789036 4600.0529 5532.4835 21.340883440917437 5288.0599 5553.6065 48.078283436169414 5553.6065 5819.1531 254.4663416682062 5819.1531 6519.2305 430.9949222043558 7732.2956 8716.0251 2005am "" "" "" +CMFGEN 1.04 30.540000000037253 0.46825156026514986 3945.2391 4020.6785 50.9681683335038 3945.2391 4494.4377 123.05831083535746 4500.4729 5131.146 79.18811601518846 5152.2691 5598.8702 7.960494981127527 5598.8702 5801.0477 155.4634041488746 5801.0477 6289.8948 105.15249753533988 7840.9283 8471.6015 2005am "" "" "" +CMFGEN 1.02 30.540000000037253 20.4842610264789 3902.9931 4074.9948 89.73838195435349 4074.9948 4485.385 135.95356688528923 4500.4729 5073.8121 93.18043491397671 5152.2691 5595.8526 19.20936863600123 5595.8526 5846.3113 163.21216989434106 5846.3113 6326.1057 107.15507768620994 7729.2781 8474.6191 2005am "" "" "" +CMFGEN 1.4 30.540000000037253 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464.1412849577873 3997.584 4694.0065 112.02033084850423 4694.0065 5052.5025 30.27567117376878 5234.689 5502.0917 149.2866867038889 5552.0461 5936.9885 273.2429971421136 5936.9885 6518.8098 489.68419695148185 7858.762 8898.988 2005be "" "" "" +CMFGEN 1.02 53472.299999999814 -6.524780715722497e-16 3997.584 4000.5225 448.97947544302207 3997.584 4688.1295 237.21556144345408 4688.1295 5231.7505 38.45739470213939 5231.7505 5502.0917 171.7234723597561 5552.0461 5872.3417 229.52058448511514 5872.3417 6512.9328 590.3039035834697 7852.885 8898.988 2005be "" "" "" +CMFGEN 1.4 53472.299999999814 0.1816862104823582 3997.584 4035.7844 386.9909278745778 4035.7844 4682.2526 242.68052411522677 4682.2526 5225.8735 37.200114618692204 5225.8735 5502.0917 172.03370019868217 5552.0461 5872.3417 212.37429297368757 5872.3417 6512.9328 580.4543190980468 7855.8235 8898.988 2005be "" "" "" +CMFGEN 1.7 53472.299999999814 -0.005557860975733709 3991.707 4000.5225 495.34989693139573 3991.707 4682.2526 120.35030552062278 4682.2526 5052.5025 45.33771111804557 5249.3814 5502.0917 175.56833680351014 5552.0461 5887.0341 311.5053401671219 5887.0341 6551.1332 648.6716666151741 7861.7005 8872.5416 2005be "" "" "" +OBSERVED "" 53479.299999999814 30.478649958920347 3932.9372 4032.8459 357.23154657141936 3932.9372 4605.8518 387.7474942606309 4605.8518 5478.5838 7.595751648951311 5296.3973 5522.6612 100.896900611426 5593.185 5863.5262 267.5121143137427 5863.5262 6427.7166 590.0746283553382 7723.5914 8734.4325 2005be "" "" "" +CMFGEN 1.04 53479.299999999814 -6.524780715722497e-16 3997.584 4000.5225 464.1412849577873 3997.584 4694.0065 112.02033084850423 4694.0065 5052.5025 30.27567117376878 5234.689 5502.0917 149.2866867038889 5552.0461 5936.9885 273.2429971421136 5936.9885 6518.8098 489.68419695148185 7858.762 8898.988 2005be "" "" "" +CMFGEN 1.02 53479.299999999814 -6.524780715722497e-16 3997.584 4000.5225 448.97947544302207 3997.584 4688.1295 237.21556144345408 4688.1295 5231.7505 38.45739470213939 5231.7505 5502.0917 171.7234723597561 5552.0461 5872.3417 229.52058448511514 5872.3417 6512.9328 590.3039035834697 7852.885 8898.988 2005be "" "" "" +CMFGEN 1.4 53479.299999999814 0.1816862104823582 3997.584 4035.7844 386.9909278745778 4035.7844 4682.2526 242.68052411522677 4682.2526 5225.8735 37.200114618692204 5225.8735 5502.0917 172.03370019868217 5552.0461 5872.3417 212.37429297368757 5872.3417 6512.9328 580.4543190980468 7855.8235 8898.988 2005be "" "" "" +CMFGEN 1.7 53479.299999999814 -0.005557860975733709 3991.707 4000.5225 495.34989693139573 3991.707 4682.2526 120.35030552062278 4682.2526 5052.5025 45.33771111804557 5249.3814 5502.0917 175.56833680351014 5552.0461 5887.0341 311.5053401671219 5887.0341 6551.1332 648.6716666151741 7861.7005 8872.5416 2005be "" "" "" +OBSERVED "" 53467.310000000056 41.26926953296 3906.4908 4050.4769 250.23605901521606 3906.4908 4588.2208 267.6893757790708 4588.2208 5390.429 68.52508272528902 5214.1195 5554.9846 64.45605794328937 5554.9846 5857.6492 163.62100817920745 5857.6492 6354.2543 712.8940815810221 7617.8057 8605.1389 2005be "" "" "" +CMFGEN 1.04 53467.310000000056 -6.524780715722497e-16 3997.584 4000.5225 464.1412849577873 3997.584 4694.0065 112.02033084850423 4694.0065 5052.5025 30.27567117376878 5234.689 5502.0917 149.2866867038889 5552.0461 5936.9885 273.2429971421136 5936.9885 6518.8098 489.68419695148185 7858.762 8898.988 2005be "" "" "" +CMFGEN 1.02 53467.310000000056 -6.524780715722497e-16 3997.584 4000.5225 448.97947544302207 3997.584 4688.1295 237.21556144345408 4688.1295 5231.7505 38.45739470213939 5231.7505 5502.0917 171.7234723597561 5552.0461 5872.3417 229.52058448511514 5872.3417 6512.9328 590.3039035834697 7852.885 8898.988 2005be "" "" "" +CMFGEN 1.4 53467.310000000056 0.1816862104823582 3997.584 4035.7844 386.9909278745778 4035.7844 4682.2526 242.68052411522677 4682.2526 5225.8735 37.200114618692204 5225.8735 5502.0917 172.03370019868217 5552.0461 5872.3417 212.37429297368757 5872.3417 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4148.7314 4472.378 636.8023213540755 4502.3453 5548.2033 38.9652790581811 5299.4749 5674.0659 -3.7069907066571472 5674.0659 5802.9252 217.43657178160527 5802.9252 6582.0745 593.1245442245291 7502.07 8847.6008 2005el "" "" "" +OBSERVED "" 1.619999999886204 22.437704200992535 3947.9506 4079.8066 89.63614003664748 3947.9506 4502.3453 116.7477357327987 4502.3453 5122.668 92.50419574060005 5203.5796 5602.1444 24.360628269421287 5602.1444 5886.8336 101.46158359877252 5886.8336 6303.3788 212.6972156152695 7795.7493 8550.9248 2005el "" "" "" +CMFGEN 1.04 1.619999999886204 -3.9382715752260062 3998.895 4148.7314 -64.92404908902938 4148.7314 4451.4009 807.7906048173988 4502.3453 5548.2033 159.82397738915913 5203.5796 5653.0888 -2.8392296757195243 5653.0888 5802.9252 249.2341034317538 5802.9252 6597.0581 462.7561401411508 7502.07 8898.5452 2005el "" "" "" +CMFGEN 1.02 1.619999999886204 7.274241418436193 3998.895 4148.7314 -79.9743813340014 4148.7314 4451.4009 776.5984467041095 4502.3453 5548.2033 233.45844220548355 5152.6353 5629.115 -1.8925468648559842 5629.115 5802.9252 196.5077493582451 5802.9252 6597.0581 455.375390524098 7502.07 8898.5452 2005el "" "" "" +CMFGEN 1.4 1.619999999886204 17.576672564100264 3998.895 4148.7314 -97.50877432960218 4148.7314 4451.4009 691.0048254690498 4502.3453 5548.2033 191.66804974969813 5155.632 5587.1608 49.35143465342426 5587.1608 5997.7125 56.82506774691132 5997.7125 6597.0581 342.19844072402117 7502.07 8898.5452 2005el "" "" "" +CMFGEN 1.7 1.619999999886204 11.579595089909859 3998.895 4148.7314 115.5767760662831 4148.7314 4472.378 636.8023213540755 4502.3453 5548.2033 38.9652790581811 5299.4749 5674.0659 -3.7069907066571472 5674.0659 5802.9252 217.43657178160527 5802.9252 6582.0745 593.1245442245291 7502.07 8847.6008 2005el "" "" "" +OBSERVED "" 14.599999999867578 18.288700779062903 3952.4786 4058.1108 268.4364787014542 3952.4786 4611.1264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005el 96.74851282023016 3656.2942 3952.4786 +CMFGEN 1.04 14.599999999867578 -3.9397122855643976 3998.0455 4149.2445 -65.35375438180766 4149.2445 4451.6425 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005el 126.60317971255336 3774.3537 4099.5352 +CMFGEN 1.02 14.599999999867578 7.533901457835566 3998.0455 4149.2445 -80.20754227430027 4149.2445 4451.6425 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005el 146.60020440918532 3757.784 4099.5352 +CMFGEN 1.4 14.599999999867578 18.15174510952851 3998.0455 4149.2445 -97.60566126823184 4149.2445 4451.6425 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005el 145.32719101814592 3761.9264 4099.5352 +CMFGEN 1.7 14.599999999867578 11.8415252037406 3998.0455 4149.2445 115.18332190759872 4149.2445 4472.3547 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005el 84.08913389077553 3799.2084 4099.5352 +OBSERVED "" 14.590000000091095 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 211.9004299633325 5848.2889 6459.0437 328.9740628796691 7957.5625 8695.1408 2005el "" "" "" +CMFGEN 1.04 14.590000000091095 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 251.05637563217326 5801.5645 6599.217 465.01963500474994 7500.3307 8898.7258 2005el "" "" "" +CMFGEN 1.02 14.590000000091095 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 197.77757570375823 5801.5645 6599.217 458.3084580206714 7500.3307 8898.7258 2005el "" "" "" +CMFGEN 1.4 14.590000000091095 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 56.50885266225202 5998.4745 6599.217 345.1121223735194 7500.3307 8898.7258 2005el "" "" "" +CMFGEN 1.7 14.590000000091095 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 219.01278188152196 5801.5645 6582.5297 596.7199504698438 7500.3307 8845.3264 2005el "" "" "" +OBSERVED "" 14.579999999848951 "" "" "" "" "" "" 243.07678606610858 4625.0929 5256.5982 -4.319630553105721 5256.5982 5502.0019 78.68504748069233 5551.0826 5881.5595 171.08559802799715 5881.5595 6467.2561 321.4825561336897 7831.7002 8685.7048 2005el "" "" "" +CMFGEN 1.04 14.579999999848951 "" "" "" "" "" "" 808.9834738938719 4500.7551 5547.8105 159.5464832036338 5204.2455 5652.5161 -2.9905694394370137 5652.5161 5803.0303 249.50247478146503 5803.0303 6598.138 463.76201818297073 7501.2233 8898.3879 2005el "" "" "" +CMFGEN 1.02 14.579999999848951 "" "" "" "" "" "" 777.1725284809784 4500.7551 5547.8105 233.80487396123723 5151.8927 5629.6117 -1.784451479375642 5629.6117 5803.0303 196.51363804243397 5803.0303 6598.138 456.84955300208236 7501.2233 8898.3879 2005el "" "" "" +CMFGEN 1.4 14.579999999848951 "" "" "" "" "" "" 691.7818262178329 4500.7551 5547.8105 192.06002434824796 5155.1647 5587.0751 49.71660309834549 5587.0751 5999.3532 56.37441415332914 5999.3532 6598.138 343.6541531277486 7501.2233 8898.3879 2005el "" "" "" +CMFGEN 1.7 14.579999999848951 "" "" "" "" "" "" 638.0326318650906 4500.7551 5547.8105 39.354466895930926 5299.1349 5672.1484 -3.9981541376050056 5672.1484 5803.0303 217.26435631144352 5803.0303 6581.7778 595.0780773729053 7501.2233 8846.0351 2005el "" "" "" +OBSERVED "" -7.029999999940628 10.745901522553167 3926.4943 4056.5478 106.70850435693788 4056.5478 4514.6909 113.74260467302533 4514.6909 5108.7991 69.29729369988227 5159.047 5658.5707 17.899882427717696 5658.5707 5909.8105 76.05501115676483 5909.8105 6379.7766 400.7859631124387 7635.9754 8794.634 2005eq "" "" "" +CMFGEN 1.04 -7.029999999940628 -3.9468836057108874 3997.4326 4148.1765 -68.1060219464052 4148.1765 4452.6199 805.9327300240716 4502.8679 5549.2076 159.2494640786359 5203.3834 5652.6592 -2.899457771264155 5652.6592 5800.4473 251.97061024058942 5800.4473 6598.503 464.92423847176127 7500.0103 8898.0857 2005eq "" "" "" +CMFGEN 1.02 -7.029999999940628 7.552007170912892 3997.4326 4148.1765 -82.72824240632123 4148.1765 4452.6199 775.8246573696699 4502.8679 5549.2076 234.56169060436082 5150.1797 5629.0131 -1.9507058866834253 5629.0131 5800.4473 198.0824325746907 5800.4473 6598.503 458.0488994818687 7500.0103 8898.0857 2005eq "" "" "" +CMFGEN 1.4 -7.029999999940628 18.12318475909849 3997.4326 4148.1765 -100.80916854024994 4148.1765 4452.6199 689.8292793736628 4502.8679 5549.2076 195.07445421563602 5150.1797 5587.6325 49.71289990120106 5587.6325 5998.4833 55.80952744464231 5998.4833 6598.503 344.3210471371007 7500.0103 8898.0857 2005eq "" "" "" +CMFGEN 1.7 -7.029999999940628 11.846871131408296 3997.4326 4148.1765 114.84422359664389 4148.1765 4473.3103 636.9486348012081 4502.8679 5549.2076 37.69539907619449 5297.9678 5673.3495 -3.574945062203196 5673.3495 5800.4473 220.26432775550612 5800.4473 6583.7242 597.5619852129702 7500.0103 8847.8377 2005eq "" "" "" +OBSERVED "" 5.90000000022701 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 91.18395129581995 5830.8859 6288.4508 265.6625158722402 7845.4884 8582.8593 2005eq "" "" "" +CMFGEN 1.04 5.90000000022701 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 251.26576541454796 5801.2594 6597.8832 461.2230837520612 7503.1377 8898.8754 2005eq "" "" "" +CMFGEN 1.02 5.90000000022701 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 197.35812539991866 5801.2594 6597.8832 452.5610485050887 7503.1377 8898.8754 2005eq "" "" "" +CMFGEN 1.4 5.90000000022701 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 55.786777233924745 5998.7694 6597.8832 338.7814214447404 7503.1377 8898.8754 2005eq "" "" "" +CMFGEN 1.7 5.90000000022701 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 219.2396299137791 5801.2594 6581.4241 591.0821183305593 7503.1377 8846.2061 2005eq "" "" "" +OBSERVED "" 5.919999999779975 21.99347647442801 3914.7903 4074.1369 104.84769626987867 4074.1369 4492.9325 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005eq 137.4606522183279 3604.2687 4074.1369 +CMFGEN 1.04 5.919999999779975 -4.110296301907867 3998.5494 4149.7244 -62.33445417042016 4149.7244 4450.0315 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005eq 126.20266303266573 3773.8298 4098.6518 +CMFGEN 1.02 5.919999999779975 7.271206414321942 3998.5494 4149.7244 -77.13816666262218 4149.7244 4450.0315 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005eq 145.73794845217571 3757.4866 4098.6518 +CMFGEN 1.4 5.919999999779975 17.83399134413871 3998.5494 4149.7244 -94.73378191633802 4149.7244 4450.0315 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005eq 144.32416537643346 3761.5724 4098.6518 +CMFGEN 1.7 5.919999999779975 11.649956569080798 3998.5494 4149.7244 114.1923672328378 4149.7244 4472.5035 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005eq 83.34302701745861 3798.3447 4098.6518 +OBSERVED "" 5.889999999984866 20.62803082785333 3958.358 4058.4049 146.78516741926683 3958.358 4526.366 186.1124787926843 4526.366 5204.1029 85.76837151452827 5204.1029 5591.3811 26.498825517797385 5591.3811 5862.4758 88.49573711283288 5862.4758 6301.3911 181.46078506345927 7898.9137 8521.7861 2005eq "" "" "" +CMFGEN 1.04 5.889999999984866 -3.9579846248834056 3997.0858 4148.7698 -66.84945533708928 4148.7698 4452.1377 808.2103205087733 4500.5475 5549.426 158.78492312386152 5204.1029 5652.7001 -2.8692990572025585 5652.7001 5801.1568 251.46411881696224 5801.1568 6598.3044 462.9143289721061 7501.9535 8899.3824 2005eq "" "" "" +CMFGEN 1.02 5.889999999984866 7.659638514387983 3997.0858 4148.7698 -81.59244821543089 4148.7698 4452.1377 778.3365063119627 4500.5475 5549.426 232.4933156421344 5152.4658 5630.1089 -1.7005879645661286 5630.1089 5801.1568 197.48156115813288 5801.1568 6598.3044 454.5090463705108 7501.9535 8899.3824 2005eq "" "" "" +CMFGEN 1.4 5.889999999984866 18.386318970494866 3997.0858 4148.7698 -99.293226698025 4148.7698 4452.1377 692.6261165304129 4500.5475 5549.426 190.7459248843947 5155.6931 5588.1538 49.66329525764012 5588.1538 5998.0232 55.92856937969984 5998.0232 6598.3044 340.7073635366986 7501.9535 8899.3824 2005eq "" "" "" +CMFGEN 1.7 5.889999999984866 12.007018170881432 3997.0858 4148.7698 115.04123505148442 4148.7698 4471.5016 640.5245460596998 4500.5475 5549.426 37.94879706281429 5297.6951 5672.064 -3.837990801817048 5672.064 5801.1568 219.47446695936452 5801.1568 6582.1678 593.5932642495051 7501.9535 8847.7453 2005eq "" "" "" +OBSERVED "" -1.170000000129221 16.176312155261996 3913.08025656143 4074.26785507789 106.09528968700342 3913.08025656143 4510.93971287703 127.64765918443402 4510.93971287703 5097.07643475508 86.22242118871085 5182.06625942739 5577.70854669507 24.23163274535672 5577.70854669507 5882.49964207165 89.35782251629388 5882.49964207165 6281.07261294872 "" "" "" 2005hc "" "" "" +CMFGEN 1.04 -1.170000000129221 -4.087742382420019 3998.07008123375 4147.53494531265 -67.938168396981 4147.53494531265 4452.32604068923 803.2624396916085 4502.14766204886 5548.40171060117 156.32020735240437 5205.51172830251 5653.90632053921 -2.5553124927830146 5653.90632053921 5800.44050100872 252.13786377450825 5800.44050100872 6597.58644276286 "" "" "" 2005hc "" "" "" +CMFGEN 1.02 -1.170000000129221 7.19481175011828 3998.07008123375 4147.53494531265 -82.86930948713005 4147.53494531265 4452.32604068923 771.6728562512428 4502.14766204886 5548.40171060117 232.30458370612692 5152.75942333349 5627.5301680547 -2.188136365914716 5627.5301680547 5800.44050100872 197.319927571925 5800.44050100872 6597.58644276286 "" "" "" 2005hc "" "" "" +CMFGEN 1.4 -1.170000000129221 17.535095743070727 3998.07008123375 4147.53494531265 -101.06866785689047 4147.53494531265 4452.32604068923 684.7637503054451 4502.14766204886 5548.40171060117 189.248409619577 5155.69010694288 5589.43128113263 50.292980728644835 5589.43128113263 5999.72698644726 54.66505771831983 5999.72698644726 6597.58644276286 "" "" "" 2005hc "" "" "" +CMFGEN 1.7 -1.170000000129221 11.516141146874201 3998.07008123375 4147.53494531265 115.02137868814097 4147.53494531265 4472.84082595496 633.575453390818 4502.14766204886 5548.40171060117 41.534477986077505 5299.293603803 5662.69837136738 -5.224221075086144 5662.69837136738 5800.44050100872 220.4259274599337 5800.44050100872 6582.93302471591 "" "" "" 2005hc "" "" "" +OBSERVED "" 0.7499999997962732 18.429523314391208 3924.54001151333 4056.42598768228 110.00346216541796 4056.42598768228 4507.76910612715 138.8741426687079 4507.76910612715 5105.65219809307 98.55672033534906 5184.78378379444 5603.88810806467 20.333129848930998 5603.88810806467 5835.42126622795 101.14112825133664 5835.42126622795 6336.58797566998 "" "" "" 2005hc "" "" "" +CMFGEN 1.04 0.7499999997962732 -4.0594850340656405 3997.80999827386 4147.28077126534 -67.43329901101407 4147.28077126534 4452.08391618914 803.334637695554 4501.9075071863 5548.20291812667 156.583700679687 5205.29938008739 5653.71169906183 -2.601004942616016 5653.71169906183 5800.2516725829 252.20647750806015 5800.2516725829 6597.42912853746 "" "" "" 2005hc "" "" "" +CMFGEN 1.02 0.7499999997962732 7.26320793280088 3997.80999827386 4147.28077126534 -82.53208678272676 4147.28077126534 4452.08391618914 771.4700908403223 4501.9075071863 5548.20291812667 231.4436656058188 5152.54498961981 5630.26530329846 -1.6316345419771001 5630.26530329846 5800.2516725829 197.463471549323 5800.2516725829 6597.42912853746 "" "" "" 2005hc "" "" "" +CMFGEN 1.4 0.7499999997962732 17.620088686401118 3997.80999827386 4147.28077126534 -100.71422548695406 4147.28077126534 4452.08391618914 684.5567111926653 4501.9075071863 5548.20291812667 189.54585083025978 5155.47578909023 5589.23411071257 50.253400699951726 5589.23411071257 5999.54603657154 54.71362423850127 5999.54603657154 6597.42912853746 "" "" "" 2005hc "" "" "" +CMFGEN 1.7 0.7499999997962732 11.571043609510758 3997.80999827386 4147.28077126534 115.35473414742805 4147.28077126534 4472.59951248209 633.3613210427467 4501.9075071863 5548.20291812667 41.40028315067906 5299.08496314087 5662.5040974731 -5.238816044642173 5662.5040974731 5800.2516725829 220.64238024221336 5800.2516725829 6582.77513118535 "" "" "" 2005hc "" "" "" +OBSERVED "" -5.320000000036089 45.62815071440574 3929.091 4106.8899 233.48768223520818 3929.091 4576.7872 216.8279244014252 4576.7872 5129.234 126.40202490204642 5180.0337 5583.2564 98.72256603311 5583.2564 5945.2043 152.59419812436082 5945.2043 6278.5774 457.280983538568 7535.8701 8421.6899 2005hc "" "" "" +CMFGEN 1.04 -5.320000000036089 -4.165861681266635 3998.9406 4148.1647 -69.2953332373604 4148.1647 4452.9629 804.6477267667569 4500.5877 5548.3316 156.64353822038197 5205.4336 5653.106 -2.7302015549701397 5653.106 5802.3301 251.12248499417268 5802.3301 6599.2505 463.3243285342469 7500.9453 8897.9372 2005hc "" "" "" +CMFGEN 1.02 -5.320000000036089 6.958260367713884 3998.9406 4148.1647 -83.82359536028585 4148.1647 4452.9629 772.9107956879961 4500.5877 5548.3316 233.15551055942012 5151.4589 5627.7061 -2.0790682568148675 5627.7061 5802.3301 195.91451410449775 5802.3301 6599.2505 455.3420473737725 7500.9453 8897.9372 2005hc "" "" "" +CMFGEN 1.4 -5.320000000036089 17.161987061375758 3998.9406 4148.1647 -102.0454415819571 4148.1647 4452.9629 686.2374483191027 4500.5877 5548.3316 189.79260171907288 5154.6339 5589.6063 50.14997091086797 5589.6063 5999.179 54.6731153360673 5999.179 6599.2505 340.8556046280586 7500.9453 8897.9372 2005hc "" "" "" +CMFGEN 1.7 -5.320000000036089 11.323126076262959 3998.9406 4148.1647 114.79677131097317 4148.1647 4472.0128 635.7250244900097 4500.5877 5548.3316 40.2673303725532 5297.508 5662.6309 -5.414741862505203 5662.6309 5802.3301 218.32811409245426 5802.3301 6583.3756 596.1767768098605 7500.9453 8847.1375 2005hc "" "" "" +OBSERVED "" -5.309999999793945 "" "" "" "" "" "" "" "" "" "" "" "" 200.39184706827456 5584.1204 5878.8195 469.7501664819679 5878.8195 6494.1253 722.1018681100409 7553.0988 8375.6654 2005hc "" "" "" +CMFGEN 1.04 -5.309999999793945 "" "" "" "" "" "" "" "" "" "" "" "" -2.3699854464703973 5655.3664 5801.0967 251.7715561291708 5801.0967 6597.7557 462.8305811095196 7501.2836 8897.0561 2005hc "" "" "" +CMFGEN 1.02 -5.309999999793945 "" "" "" "" "" "" "" "" "" "" "" "" -1.7644199222047559 5629.4588 5801.0967 196.7920167363577 5801.0967 6597.7557 454.9096955156264 7501.2836 8897.0561 2005hc "" "" "" +CMFGEN 1.4 -5.309999999793945 "" "" "" "" "" "" "" "" "" "" "" "" 49.92126388904123 5587.3589 5998.6422 54.886638031475684 5998.6422 6597.7557 340.4668946638923 7501.2836 8897.0561 2005hc "" "" "" +CMFGEN 1.7 -5.309999999793945 "" "" "" "" "" "" "" "" "" "" "" "" -5.436852957040088 5661.8433 5801.0967 219.57365222628414 5801.0967 6581.5634 595.379081994483 7501.2836 8845.2409 2005hc "" "" "" +OBSERVED "" 10.870000000111759 52.31796055178032 3948.3265 4133.9885 211.56532890582088 3948.3265 4602.9041 206.55069782764792 4602.9041 5207.4957 23.45849095168018 5207.4957 5531.214 67.57525318750986 5550.2563 5897.7775 182.24850359852996 5897.7775 6507.1296 "" "" "" 2005iq "" "" "" +CMFGEN 1.04 10.870000000111759 -4.170862226573304 3998.3124 4148.2702 -64.12276527441257 4148.2702 4450.566 803.9654732751457 4500.5519 5547.876 155.8285596650927 5205.1154 5654.9887 -2.4187587724296256 5654.9887 5800.1859 252.94189828174638 5800.1859 6599.9606 "" "" "" 2005iq "" "" "" +CMFGEN 1.02 10.870000000111759 7.118400217185376 3998.3124 4148.2702 -79.38997445120897 4148.2702 4450.566 771.5366071197616 4500.5519 5547.876 233.42076706387903 5150.3689 5628.8056 -1.9199981877776402 5628.8056 5800.1859 197.6229264349118 5800.1859 6599.9606 "" "" "" 2005iq "" "" "" +CMFGEN 1.4 10.870000000111759 17.518253786836492 3998.3124 4148.2702 -97.2598403271787 4148.2702 4450.566 684.8139568928148 4500.5519 5547.876 193.68180328872458 5150.3689 5588.3408 49.824151807769844 5588.3408 5997.7493 54.80725574555839 5997.7493 6599.9606 "" "" "" 2005iq "" "" "" +CMFGEN 1.7 10.870000000111759 11.467972980388183 3998.3124 4148.2702 114.62044455356272 4148.2702 4471.9886 634.4007282080468 4500.5519 5547.876 40.611726738886546 5297.9464 5662.1295 -5.293421229026101 5662.1295 5800.1859 220.74410862049706 5800.1859 6583.2987 "" "" "" 2005iq "" "" "" +OBSERVED "" 38.81999999983236 0.7332570552842758 3980.7863 4001.3753 286.52932559101816 3980.7863 4619.0438 407.537391606062 4619.0438 5516.1337 43.03558174103905 5274.9489 5516.1337 67.53452000374007 5551.4291 5830.8505 231.245673709487 5830.8505 6469.1079 644.5188358448465 7657.3844 8892.7214 2005iq "" "" "" +CMFGEN 1.04 38.81999999983236 -0.18227089670990934 3910.1957 4001.3753 82.58855419975984 3910.1957 4457.2735 186.3872189837159 4524.9229 5174.9454 65.48536067807217 5174.9454 5622.0197 17.74162418799495 5622.0197 5848.4982 130.90874656491388 5848.4982 6257.3359 189.59313468885952 7889.7454 8545.6505 2005iq "" "" "" +CMFGEN 1.02 38.81999999983236 28.615788986874794 3901.3718 4113.1439 92.8878094802844 3901.3718 4530.8054 171.3089396826328 4530.8054 5127.8849 86.22187325463133 5177.8867 5577.9006 17.768291345177676 5577.9006 5857.322 159.00229724824817 5857.322 6348.5155 211.8788390093423 7822.096 8598.5935 2005iq "" "" "" +CMFGEN 1.4 38.81999999983236 38.17078766398547 3901.3718 4110.2026 92.38833581108514 4110.2026 4521.9816 187.86299305638357 4521.9816 5119.0611 84.60129184835316 5180.828 5563.1942 24.841377799939647 5563.1942 5866.1458 157.97358124346374 5866.1458 6345.5742 214.2857356808871 7789.742 8586.8284 2005iq "" "" "" +CMFGEN 1.7 38.81999999983236 15.173811956904007 3901.3718 4113.1439 78.00604025566 3901.3718 4519.0403 172.55475977281128 4519.0403 5169.0628 77.7236051063671 5169.0628 5610.2546 16.7932107787634 5610.2546 5848.4982 140.10965877174928 5848.4982 6286.7487 200.4278227904801 7860.3326 8586.8284 2005iq "" "" "" +OBSERVED "" 14.419999999794527 13.118998756020707 3957.2921 4031.4329 361.84588744104565 3957.2921 4613.9676 338.92180492692364 4613.9676 5265.3472 31.92222897225548 5265.3472 5524.8399 98.16822400175522 5583.0934 5863.7692 249.54212307071896 5863.7692 6562.8108 445.2265887293219 7907.9363 8522.2455 2005kc 80.06459055757217 3766.6444 3957.2921 +CMFGEN 1.04 14.419999999794527 -3.8743308347572096 3999.6583 4147.9399 -73.53412162086366 4147.9399 4455.0945 806.6558981846513 4502.7564 5546.023 161.6786999761651 5201.798 5651.9384 -3.13072665099088 5651.9384 5800.22 251.95886524054663 5800.22 6599.8812 465.24803692342726 7500.162 8898.2452 2005kc 126.7819091131686 3771.9402 4094.9822 +CMFGEN 1.02 14.419999999794527 7.072369475176113 3999.6583 4147.9399 -87.00142274490693 4147.9399 4455.0945 772.718461207538 4502.7564 5546.023 232.1000149906417 5154.1361 5630.7553 -1.6808354397214973 5630.7553 5800.22 199.21283656091836 5800.22 6599.8812 459.11691146036566 7500.162 8898.2452 2005kc 144.49892741824488 3756.0529 4094.9822 +CMFGEN 1.4 14.419999999794527 17.077014959339902 3999.6583 4147.9399 -105.1474555257458 4147.9399 4455.0945 686.9848762717654 4502.7564 5546.023 192.37924275608466 5154.1361 5588.3892 49.166484844730874 5588.3892 5996.1634 57.51837741070022 5996.1634 6599.8812 346.22520719629597 7500.162 8898.2452 2005kc 141.70938652502184 3761.3487 4094.9822 +CMFGEN 1.7 14.419999999794527 11.356316014815834 3999.6583 4147.9399 116.24298663786877 4147.9399 4470.9818 631.8703802390343 4502.7564 5546.023 37.81407749047289 5297.1219 5673.1215 -3.606265557490285 5673.1215 5800.22 220.36591083457432 5800.22 6583.9939 596.9280960570475 7500.162 8845.2875 2005kc 80.91766485613687 3798.4191 4094.9822 +OBSERVED "" 0.47000000007392373 347.93895343626394 3903.1421 4140.787 63.06679014925299 4140.787 4594.2524 134.84655215699482 4594.2524 5110.7664 82.86485091226587 5198.0645 5554.532 46.60893512653645 5554.532 5952.2235 108.04030232259055 5952.2235 6403.2639 "" "" "" 2005kc "" "" "" +CMFGEN 1.04 0.47000000007392373 -3.7903674424765694 3997.7151 4148.0619 -64.48269596305067 4148.0619 4451.1804 810.0889959418082 4502.1044 5549.6821 158.70001322108385 5205.3394 5653.9548 -2.6254301054042437 5653.9548 5801.8767 250.7486908583462 5801.8767 6599.6847 "" "" "" 2005kc "" "" "" +CMFGEN 1.02 0.47000000007392373 7.659374902740311 3997.7151 4148.0619 -79.66939781629179 4148.0619 4451.1804 781.0413808545159 4502.1044 5549.6821 232.30350056086488 5154.4155 5629.7054 -1.8377308994178803 5629.7054 5801.8767 197.85405075570932 5801.8767 6599.6847 "" "" "" 2005kc "" "" "" +CMFGEN 1.4 0.47000000007392373 18.163158597059777 3997.7151 4148.0619 -97.4047984574336 4148.0619 4451.1804 695.9970294388329 4502.1044 5549.6821 192.23681501814326 5154.4155 5588.4812 49.51804626812098 5588.4812 5998.2975 56.88467082770474 5998.2975 6599.6847 "" "" "" 2005kc "" "" "" +CMFGEN 1.7 0.47000000007392373 11.923642390792523 3997.7151 4148.0619 116.08277049186663 4148.0619 4473.005 641.376649298447 4502.1044 5549.6821 39.78222135656533 5299.9124 5673.3544 -3.7184560085181153 5673.3544 5801.8767 218.65158976646222 5801.8767 6582.7101 "" "" "" 2005kc "" "" "" +OBSERVED "" 1.4799999998504063 4.151290294776837 3995.294 4109.2681 89.66521209435007 4109.2681 4611.2395 154.24905319196841 4611.2395 5202.9353 87.24593872778615 5202.9353 5556.9827 42.762857408571335 5556.9827 5966.8048 102.05912649713132 5966.8048 6330.5522 "" "" "" 2005kc "" "" "" +CMFGEN 1.04 1.4799999998504063 -3.7910786499931644 3997.7189 4148.0679 -64.5023400137423 4148.0679 4451.1907 810.0984181386914 4502.1153 5549.7078 158.66971339687274 5205.3602 5653.982 -2.6208819699036665 5653.982 5801.906 250.73227302790082 5801.906 6599.7252 "" "" "" 2005kc "" "" "" +CMFGEN 1.02 1.4799999998504063 7.658426863347685 3997.7189 4148.0679 -79.68566646023649 4148.0679 4451.1907 781.0854087611756 4502.1153 5549.7078 232.27829201318292 5154.4356 5629.7322 -1.8306596735543168 5629.7322 5801.906 197.83459409517587 5801.906 6599.7252 "" "" "" 2005kc "" "" "" +CMFGEN 1.4 1.4799999998504063 18.162382068889972 3997.7189 4148.0679 -97.41872353225651 4148.0679 4451.1907 696.0430619745293 4502.1153 5549.7078 192.217487099169 5154.4356 5588.5075 49.52566701725884 5588.5075 5998.3295 56.87433127626508 5998.3295 6599.7252 "" "" "" 2005kc "" "" "" +CMFGEN 1.7 1.4799999998504063 11.922807312621828 3997.7189 4148.0679 116.0695928034284 4148.0679 4473.0155 641.4230851358326 4502.1153 5549.7078 39.78852287878688 5299.9346 5673.3819 -3.7167030855371324 5673.3819 5801.906 218.61993983017655 5801.906 6582.7503 "" "" "" 2005kc "" "" "" +OBSERVED "" 28.419999999794527 14.161334427096513 3977.0944 4031.0243 342.4502835464774 3977.0944 4630.2459 439.3972351598676 4630.2459 5535.0703 32.116885593905806 5298.3779 5535.0703 61.43626653943813 5577.0159 5822.6967 289.14209830994116 5822.6967 6517.7936 479.10479864612716 7731.2172 8728.921 2005kc "" "" "" +CMFGEN 1.04 28.419999999794527 2.3678178956409357 3932.1528 4049.001 72.72686634501099 4049.001 4534.3704 124.52487588848673 4534.3704 5121.6075 72.28706061883337 5151.5686 5586.0042 4.622467555331864 5586.0042 5801.7239 159.10765425085782 5801.7239 6299.0778 84.4165513894967 7770.1666 8438.2986 2005kc "" "" "" +CMFGEN 1.02 28.419999999794527 -1.436883521757502 3998.0672 4063.9815 98.43410760842116 4063.9815 4474.4483 127.71111232077956 4501.4132 5055.6931 82.48152863888419 5151.5686 5583.0081 20.43485153794744 5583.0081 5834.6811 168.23221425449003 5834.6811 6320.0505 84.15259796068801 7728.2211 8438.2986 2005kc "" "" "" +CMFGEN 1.4 28.419999999794527 -1.0645650243591809 3998.0672 4057.9893 101.00107937700591 4057.9893 4468.456 148.87827544033902 4501.4132 5052.697 70.91695012459621 5151.5686 5568.0275 37.793545021808825 5568.0275 5846.6655 158.00740330885031 5846.6655 6320.0505 96.13121020789285 7755.1861 8435.3025 2005kc "" "" "" +CMFGEN 1.7 28.419999999794527 15.625585798777891 3902.1917 4063.9815 71.87281126424357 4063.9815 4531.3743 127.87609359330332 4531.3743 5130.5958 86.37560982698278 5151.5686 5594.9925 7.241814656474003 5594.9925 5801.7239 139.1488120612019 5801.7239 6317.0544 94.29707682747596 7722.2289 8471.2558 2005kc "" "" "" +OBSERVED "" 29.709999999999127 0.6680541216964782 3993.4107 4002.4906 324.4182834263811 4002.4906 4610.8452 396.4982747299199 4610.8452 5533.9704 30.161925864751076 5297.8925 5533.9704 73.12207241012332 5552.1303 5875.9808 195.94360074067598 5875.9808 6499.4686 472.79297032256187 7731.3111 8645.3564 2005ke "" "" "" +CMFGEN 1.04 29.709999999999127 0.8014182905281787 3941.9578 4017.6238 59.42807380390476 3941.9578 4538.2059 126.14028964548605 4538.2059 5128.4007 76.88742132190666 5152.6138 5591.4766 6.5715220014374705 5591.4766 5800.3148 157.00760167426517 5800.3148 6290.6304 96.82355463054728 7822.1103 8454.6781 2005ke "" "" "" +CMFGEN 1.02 29.709999999999127 19.37418283377529 3902.6115 4072.1033 93.1133130504343 4072.1033 4480.6997 133.6382084699104 4501.8862 5067.8679 90.08513295473703 5152.6138 5591.4766 19.527343427200126 5591.4766 5839.6611 165.3827472891134 5839.6611 6323.9235 98.28766064464742 7722.2312 8463.758 2005ke "" "" "" +CMFGEN 1.4 29.709999999999127 -1.5394186293634828 3999.4639 4066.05 107.90956517996764 4066.05 4474.6464 150.27118711726268 4501.8862 5055.7613 81.78301611014912 5152.6138 5582.3967 36.620065130510646 5582.3967 5854.7943 160.14156606707684 5854.7943 6320.8968 117.10803225136331 7740.391 8451.6514 2005ke "" "" "" +CMFGEN 1.7 29.709999999999127 14.46521228427182 3902.6115 4072.1033 69.79791985248858 4072.1033 4538.2059 131.2556874132478 4538.2059 5134.454 90.98898973020121 5152.6138 5600.5565 8.023952049236014 5600.5565 5800.3148 138.16174357838057 5800.3148 6314.8436 106.00470467345261 7752.4976 8484.9445 2005ke "" "" "" +OBSERVED "" -1.3199999997959821 14.922844411126954 3986.9538 4080.017 182.27051936328616 4080.017 4564.9252 208.56784508487075 4564.9252 5250.6538 39.9487434887347 5250.6538 5583.7221 60.847277594593436 5583.7221 5919.2393 108.61840458146301 5919.2393 6357.6159 "" "" "" 2005ke "" "" "" +CMFGEN 1.04 -1.3199999997959821 -4.208714764909217 3999.199 4148.5899 -67.59180392915695 4148.5899 4452.2697 804.7000150339876 4501.2504 5549.4356 156.83065441234638 5204.1223 5654.744 -2.411834997899452 5654.744 5801.6858 251.2798430558124 5801.6858 6597.6209 "" "" "" 2005ke "" "" "" +CMFGEN 1.02 -1.3199999997959821 6.8921753914906185 3999.199 4148.5899 -82.35818449810009 4148.5899 4452.2697 774.4925769540625 4501.2504 5549.4356 233.98108060088222 5150.2436 5627.8046 -2.0848973510038245 5627.8046 5801.6858 196.2672361170168 5801.6858 6597.6209 "" "" "" 2005ke "" "" "" +CMFGEN 1.4 -1.3199999997959821 17.081629282639042 3999.199 4148.5899 -100.2048740264286 4148.5899 4452.2697 687.9697179178461 4501.2504 5549.4356 193.88437538979628 5150.2436 5588.6201 49.77637541837999 5588.6201 5997.6083 55.10562706062472 5997.6083 6597.6209 "" "" "" 2005ke "" "" "" +CMFGEN 1.7 -1.3199999997959821 11.25707908612053 3999.199 4148.5899 114.4455356298039 4148.5899 4471.862 637.0693795840807 4501.2504 5549.4356 41.95165439769616 5299.6345 5662.0911 -5.450573490604983 5662.0911 5801.6858 219.06839480954847 5801.6858 6582.9267 "" "" "" 2005ke "" "" "" +OBSERVED "" -0.31999999979598215 33.44765024945762 3979.6226 4129.0243 169.26390423853528 4129.0243 4572.3311 168.87348804052095 4572.3311 5255.6604 37.68655210663897 5255.6604 5583.8544 58.90584874526472 5583.8544 5907.1499 106.66137262151791 5907.1499 6360.2536 "" "" "" 2005ke "" "" "" +CMFGEN 1.04 -0.31999999979598215 -4.211600332203179 3999.2163 4148.618 -67.7015502504849 4148.618 4452.3199 804.7435362212789 4501.3041 5549.5654 156.66126938874407 5204.227 5654.8814 -2.400205314238093 5654.8814 5801.8339 251.2184559277801 5801.8339 6597.8268 "" "" "" 2005ke "" "" "" +CMFGEN 1.02 -0.31999999979598215 6.8876373704776555 3999.2163 4148.618 -82.43959925420201 4148.618 4452.3199 774.7164844147238 4501.3041 5549.5654 233.85210510604554 5150.3444 5627.9401 -2.049222417952138 5627.9401 5801.8339 196.16865619547733 5801.8339 6597.8268 "" "" "" 2005ke "" "" "" +CMFGEN 1.4 -0.31999999979598215 17.077365339784514 3999.2163 4148.618 -100.29699264287484 4148.618 4452.3199 688.1847691764926 4501.3041 5549.5654 193.64902745204955 5150.3444 5588.7528 49.8190912550671 5588.7528 5997.7707 55.04508234453034 5997.7707 6597.8268 "" "" "" 2005ke "" "" "" +CMFGEN 1.7 -0.31999999979598215 11.253504691414985 3999.2163 4148.618 114.41944373159521 4148.618 4471.9136 637.2785039710976 4501.3041 5549.5654 42.00066599983624 5299.7461 5662.229 -5.440966948614187 5662.229 5801.8339 218.90356946217088 5801.8339 6583.1316 "" "" "" 2005ke "" "" "" +OBSERVED "" 0.6600000001853914 476.2720869159083 3911.0632 4124.1707 186.85631255838118 4124.1707 4569.9818 166.5983279544834 4569.9818 5263.1936 38.35309036910978 5263.1936 5601.2262 60.940148766679854 5601.2262 5917.2132 112.9015887767822 5917.2132 6382.6204 "" "" "" 2005ke "" "" "" +CMFGEN 1.04 0.6600000001853914 -4.216551850954697 3999.2456 4148.6658 -67.88929067482249 4148.6658 4452.4052 804.8229605106661 4501.3955 5549.7864 156.3600134551727 5204.4053 5655.1154 -2.3853870600114844 5655.1154 5802.0861 251.10596394535267 5802.0861 6598.1774 "" "" "" 2005ke "" "" "" +CMFGEN 1.02 0.6600000001853914 6.879971843350985 3999.2456 4148.6658 -82.57910857630488 4148.6658 4452.4052 775.0984670733849 4501.3955 5549.7864 231.8898011048254 5152.9655 5628.1708 -1.9883623508289896 5628.1708 5802.0861 196.00175612002164 5802.0861 6598.1774 "" "" "" 2005ke "" "" "" +CMFGEN 1.4 0.6600000001853914 17.070401500949416 3999.2456 4148.6658 -100.45545988405523 4148.6658 4452.4052 688.5868886705628 4501.3955 5549.7864 193.16948863765225 5150.516 5588.9786 49.89974066837439 5588.9786 5998.047 54.95115663750017 5998.047 6598.1774 "" "" "" 2005ke "" "" "" +CMFGEN 1.7 0.6600000001853914 11.247478255318622 3999.2456 4148.6658 114.37212214706425 4148.6658 4472.0013 637.6333753283045 4501.3955 5549.7864 42.08009897899737 5299.9362 5662.464 -5.423181620679815 5662.464 5802.0861 218.6106650598395 5802.0861 6583.4803 "" "" "" 2005ke "" "" "" +OBSERVED "" 128.45000000022264 3.3689628600728785 3993.4107 4038.8103 286.86009818792684 4038.8103 4644.1383 288.8580638145047 4644.1383 5282.7593 97.8316172537874 5282.7593 5552.1303 257.62402752145664 5552.1303 5918.3537 220.3927324951442 5918.3537 6266.4173 645.3871398987583 7816.057 8781.5552 2005ke "" "" "" +CMFGEN 1.04 128.45000000022264 -0.18318451732822033 3978.2775 4002.4906 400.3888734019814 3978.2775 4677.4313 238.17092163488684 4677.4313 5216.1732 37.48293389641136 5216.1732 5518.8372 168.38980807375572 5552.1303 5872.9541 59.27920436589795 5872.9541 6224.0444 485.23931007864235 7867.5099 8751.2888 2005ke "" "" "" +CMFGEN 1.02 128.45000000022264 -0.3420182387532155 3972.2242 4002.4906 361.68032357218954 3972.2242 4659.2715 236.7917647246448 4659.2715 5204.0667 12.713001233703613 5204.0667 5521.8639 154.85790709540365 5552.1303 5869.9275 75.53424531919677 5869.9275 6230.0977 512.3003648093 7867.5099 8727.0757 2005ke "" "" "" +CMFGEN 1.4 128.45000000022264 -0.2681904440828899 3969.1975 4002.4906 339.90286784099675 3969.1975 4653.2182 278.11685753786946 4653.2182 5294.8659 15.767875419494382 5294.8659 5521.8639 141.7859283602157 5552.1303 5869.9275 80.51584135549002 5869.9275 6230.0977 528.827247856221 7704.0713 8702.8626 2005ke "" "" "" +CMFGEN 1.7 128.45000000022264 -0.2577479346372997 3969.1975 4002.4906 423.0029947140646 3969.1975 4680.458 270.15484269240864 4680.458 5249.4663 37.40692711368225 5249.4663 5500.6774 176.14407240373237 5552.1303 5885.0607 68.95380939903211 5885.0607 6202.8579 553.208872040464 7861.4566 8839.0614 2005ke "" "" "" +OBSERVED "" 0.5699999998687417 -1.6324142507933244 3953.2326 4001.2809 284.4051768768977 3953.2326 4561.8445 206.03070416433144 4561.8445 5266.5529 33.64679739702411 5266.5529 5592.2137 58.48794955028907 5592.2137 5907.197 109.28431011905346 5907.197 6377.0027 322.0628280510026 7797.097 8613.9182 2005ke 101.8511082733441 3680.9588 3953.2326 +CMFGEN 1.04 0.5699999998687417 -3.7875150665231163 3995.9422 4145.4258 -74.87423566112798 4145.4258 4455.0704 803.0005885311068 4503.1187 5549.5041 159.11376550983977 5202.4885 5650.9394 -3.285322983296537 5650.9394 5800.423 251.43246090343231 5800.423 6595.8894 460.0501890806604 7503.4685 8896.8694 2005ke 126.55836579434808 3771.7168 4097.3775 +CMFGEN 1.02 0.5699999998687417 7.735310282234956 3995.9422 4145.4258 -89.01507078747078 4145.4258 4455.0704 772.9239915101714 4503.1187 5549.5041 230.26636011885935 5154.4402 5629.5846 -1.7581048534224704 5629.5846 5800.423 197.15021576012464 5800.423 6595.8894 451.1067331176322 7503.4685 8896.8694 2005ke 145.26640986278727 3755.7007 4097.3775 +CMFGEN 1.4 0.5699999998687417 18.07153848655793 3995.9422 4145.4258 -108.08084981446949 4145.4258 4455.0704 686.2723283946193 4503.1187 5549.5041 191.14482187261308 5154.4402 5586.875 49.70860166193148 5586.875 5997.9549 55.1456138987537 5997.9549 6595.8894 336.6382289607768 7503.4685 8896.8694 2005ke 142.89376632061536 3761.0393 4097.3775 +CMFGEN 1.7 0.5699999998687417 12.172834799043367 3995.9422 4145.4258 116.7310203978799 4145.4258 4471.0865 635.0147128008452 4503.1187 5549.5041 37.951907079313024 5298.5851 5672.2942 -3.6933549511186055 5672.2942 5800.423 220.03011396029132 5800.423 6585.212 590.3252690527312 7503.4685 8848.8211 2005ke 82.00749767680529 3798.4103 4097.3775 +OBSERVED "" 23.700000000222644 "" "" "" "" "" "" 389.5442546941423 4605.1645 5523.8734 23.393035839718554 5299.1533 5553.6158 53.52280793121869 5553.6158 5847.7349 228.27744600135077 5847.7349 6531.8095 443.8279885481378 7744.6375 8650.1276 2005ke "" "" "" +CMFGEN 1.04 23.700000000222644 "" "" "" "" "" "" 122.60574678479327 4502.7185 5087.6519 41.61174115361857 5150.4414 5556.9205 2.3911061034895096 5556.9205 5801.4689 169.51431847247514 5801.4689 6300.4799 37.65203263427662 7519.9173 8359.3133 2005ke "" "" "" +CMFGEN 1.02 23.700000000222644 "" "" "" "" "" "" 133.37269214253297 4502.7185 5051.3001 40.353662017706725 5150.4414 5520.5687 30.891012645649763 5550.3111 5804.7736 158.8998861835977 5804.7736 6293.8705 42.343572395788684 7807.4269 8359.3133 2005ke "" "" "" +CMFGEN 1.4 23.700000000222644 "" "" "" "" "" "" 154.04257955344406 4506.0232 5051.3001 26.90297301174162 5150.4414 5500.7405 22.410447527804763 5550.3111 5801.4689 113.37716598791317 5801.4689 6310.394 427.3421455105814 7549.6597 8488.1969 2005ke "" "" "" +CMFGEN 1.7 23.700000000222644 "" "" "" "" "" "" 116.62102304656085 4502.7185 5110.7849 60.608027539121764 5150.4414 5570.1394 15.832839667626034 5570.1394 5827.9066 153.10176812739942 5827.9066 6293.8705 57.99714297354592 7695.0669 8402.2745 2005ke "" "" "" +OBSERVED "" 103.50000000003638 3.3214541173825327 3990.384 4026.7037 291.14678678338925 4026.7037 4644.1383 272.5824169777823 4644.1383 5334.2122 16.328075891388036 5297.8925 5515.8106 210.05793293659997 5552.1303 5912.3004 271.0919472480479 5912.3004 6435.9092 548.805221880122 7682.8849 8754.3154 2005ke "" "" "" +CMFGEN 1.04 103.50000000003638 -0.3534999754751861 3972.2242 4002.4906 354.22150546701266 3972.2242 4671.378 234.99179027513162 4671.378 5210.12 33.087832757766215 5210.12 5530.9438 152.79046117898736 5552.1303 5869.9275 54.82148082370418 5869.9275 6214.9645 458.4348742057105 7867.5099 8736.1556 2005ke "" "" "" +CMFGEN 1.02 103.50000000003638 -0.573696429113914 3966.1709 4002.4906 319.3678567745078 3966.1709 4647.1649 270.798926887721 4647.1649 5285.786 16.348370339144765 5285.786 5530.9438 132.67517488665374 5552.1303 5863.8742 69.70983336369628 5863.8742 6224.0444 513.5063261797211 7707.098 8708.9158 2005ke "" "" "" +CMFGEN 1.4 103.50000000003638 -0.5823351554132448 3963.1443 4002.4906 318.93622586273614 3963.1443 4644.1383 303.7699815700448 4644.1383 5319.079 6.716868413510252 5297.8925 5521.8639 117.33672544795631 5552.1303 5860.8476 73.395669777913 5860.8476 6221.0177 527.4764697626085 7704.0713 8702.8626 2005ke "" "" "" +CMFGEN 1.7 103.50000000003638 -0.42139970046786435 3966.1709 4002.4906 364.1212436208152 3966.1709 4674.4047 268.41873433456425 4674.4047 5240.3864 19.99804456377826 5240.3864 5500.6774 169.83807880210352 5552.1303 5885.0607 64.8338579663906 5885.0607 6202.8579 493.5116161742155 7867.5099 8820.9015 2005ke "" "" "" +OBSERVED "" 13.56000000009226 0.12518849008560004 3987.3183 4003.3754 316.1466214114667 3987.3183 4592.1384 400.8891116134541 4592.1384 5539.5116 15.84198143306785 5298.654 5598.3879 24.80974779547863 5598.3879 5801.7787 209.85780505317763 5801.7787 6545.761 390.04558342469664 7728.6393 8595.7266 2005ke 131.9814027264059 3655.4701 3987.3183 +CMFGEN 1.04 13.56000000009226 -4.117547452122669 3998.0231 4147.89 -69.44160934494471 4147.89 4452.9763 801.1816596392432 4501.1478 5544.8639 159.01263200697426 5202.311 5651.9118 -3.0173727676683404 5651.9118 5801.7787 251.63448234777417 5801.7787 6599.2849 459.5688581288692 7503.8389 8895.4605 2005ke 126.29623600344834 3773.2226 4099.7185 +CMFGEN 1.02 13.56000000009226 7.191946358739326 3998.0231 4147.89 -83.9747708692408 4147.89 4452.9763 764.8181690395727 4501.1478 5544.8639 230.14420041959474 5154.1394 5630.5022 -1.523165996203614 5630.5022 5801.7787 196.32176779539742 5801.7787 6599.2849 450.70920325567556 7503.8389 8895.4605 2005ke 146.081081568149 3757.1655 4099.7185 +CMFGEN 1.4 13.56000000009226 17.57728253573295 3998.0231 4147.89 -102.28420865777714 4147.89 4452.9763 677.5183941953297 4501.1478 5544.8639 190.96614105852126 5154.1394 5587.6831 50.245565569194376 5587.6831 5999.8172 54.49742537165582 5999.8172 6599.2849 336.3010543482916 7503.8389 8895.4605 2005ke 144.1599745767221 3762.5179 4099.7185 +CMFGEN 1.7 13.56000000009226 11.540777118171972 3998.0231 4147.89 112.25697182545638 4147.89 4474.3858 626.1280598007974 4501.1478 5544.8639 40.98522874872518 5298.654 5662.6165 -5.348268458256332 5662.6165 5801.7787 218.97498940953835 5801.7787 6583.2277 589.8364294711575 7503.8389 8847.289 2005ke 83.35982021721625 3799.9846 4099.7185 +OBSERVED "" 110.52999999983149 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 164.85363950591406 5930.2594 6210.0334 695.3218846113257 7571.8251 8633.6181 2005ke "" "" "" +CMFGEN 1.04 110.52999999983149 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 56.472472088768725 5872.9563 6216.775 469.92403093755166 7868.453 8741.4828 2005ke "" "" "" +CMFGEN 1.02 110.52999999983149 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 72.85573719255694 5869.5855 6226.8873 512.9430086612883 7706.656 8714.5166 2005ke "" "" "" +CMFGEN 1.4 110.52999999983149 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 75.7031454403906 5862.844 6223.5165 529.3753301870455 7703.2852 8701.0335 2005ke "" "" "" +CMFGEN 1.7 110.52999999983149 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 65.69017010175251 5883.0686 6203.2919 514.2566230076287 7868.453 8825.7521 2005ke "" "" "" +OBSERVED "" 110.50999999981286 "" "" "" "" "" "" 277.921554053817 4641.5163 5305.7627 24.73406024565305 5289.2391 5507.3499 210.0466145537073 5556.9205 5907.2196 292.5143699481511 5907.2196 6469.02 563.0292291913684 7711.5904 8613.7758 2005ke "" "" "" +CMFGEN 1.04 110.50999999981286 "" "" "" "" "" "" 237.07975079789327 4674.5634 5213.2308 33.454842796981225 5213.2308 5523.8734 159.26150082080173 5550.3111 5870.8678 56.385449378591304 5870.8678 6217.8622 469.7744149327434 7866.9117 8742.6594 2005ke "" "" "" +CMFGEN 1.02 110.50999999981286 "" "" "" "" "" "" 263.13596848008376 4651.4304 5279.325 18.998834784220282 5279.325 5530.4828 140.17385268338342 5550.3111 5867.5631 72.67425782540168 5867.5631 6227.7763 512.8171495950828 7704.981 8712.9171 2005ke "" "" "" +CMFGEN 1.4 110.50999999981286 "" "" "" "" "" "" 300.5150252761491 4648.1257 5318.9815 9.580789700538588 5299.1533 5523.8734 125.5071997164056 5550.3111 5864.2584 76.09440448303481 5864.2584 6224.4716 529.5191081698911 7704.981 8703.0029 2005ke "" "" "" +CMFGEN 1.7 110.50999999981286 "" "" "" "" "" "" 270.1534363304361 4677.8681 5242.9732 26.442754206866198 5242.9732 5500.7405 174.24663570897297 5550.3111 5884.0867 65.87980229018288 5884.0867 6201.3387 514.280122958879 7866.9117 8825.2771 2005ke "" "" "" +OBSERVED "" 52.58999999988737 "" "" "" "" "" "" 382.5078039353339 4618.3833 5530.4828 28.72909140980114 5295.8485 5530.4828 138.5662977064204 5550.3111 5870.8678 194.30060974150814 5870.8678 6505.3718 525.3075082013098 7688.4574 8689.7841 2005ke "" "" "" +CMFGEN 1.04 52.58999999988737 "" "" "" "" "" "" 240.93032053814682 4588.6409 5206.6214 5.317673846335519 5206.6214 5500.7405 86.33936256536501 5550.3111 5854.3443 70.31833128386212 5854.3443 6221.1669 247.5710301822017 7837.1693 8703.0029 2005ke "" "" "" +CMFGEN 1.02 52.58999999988737 "" "" "" "" "" "" 281.0236054807095 4618.3833 5269.4109 -3.7239966452073077 5269.4109 5500.7405 56.76332027974482 5550.3111 5867.5631 186.46037694200248 5867.5631 6393.0117 471.3292852664533 7503.3938 8686.4794 2005ke "" "" "" +CMFGEN 1.4 52.58999999988737 "" "" "" "" "" "" 290.0438138538386 4611.7739 5266.1062 -0.47094193256621675 5266.1062 5500.7405 35.90330161000174 5613.1006 5870.8678 181.3615634632675 5870.8678 6386.4023 402.9935300465448 7605.8397 8683.1747 2005ke "" "" "" +CMFGEN 1.7 52.58999999988737 "" "" "" "" "" "" 260.3988846228956 4591.9457 5223.145 4.51092526059302 5223.145 5500.7405 88.55458117069563 5550.3111 5867.5631 129.53660907872336 5867.5631 6257.5187 256.2469014232635 7923.0917 8736.05 2005ke "" "" "" +OBSERVED "" 119.45999999999913 1.6587987202709653 3999.4639 4026.7037 256.87779809059805 4026.7037 4632.0317 247.960779470028 4632.0317 5294.8659 24.422395208300095 5294.8659 5503.704 205.17967790088963 5570.2901 5909.2738 152.64541858845598 5909.2738 6224.0444 790.5790192542852 7673.8049 8872.3544 2005ke "" "" "" +CMFGEN 1.04 119.45999999999913 -0.26252352763625386 3975.2508 4002.4906 386.81636530802143 3975.2508 4674.4047 237.0862078417802 4674.4047 5213.1466 35.568598606573644 5213.1466 5521.8639 163.47929273236304 5552.1303 5872.9541 58.08567731471678 5872.9541 6221.0177 479.380614897624 7867.5099 8745.2355 2005ke "" "" "" +CMFGEN 1.02 119.45999999999913 -0.4413974561981178 3969.1975 4002.4906 346.7698390557822 3969.1975 4656.2448 237.67235003614903 4656.2448 5201.04 2.837029521280792 5201.04 5521.8639 147.0371141065526 5552.1303 5869.9275 74.95690696877206 5869.9275 6230.0977 504.65305817450667 7864.4833 8717.9958 2005ke "" "" "" +CMFGEN 1.4 119.45999999999913 -0.39335039926272836 3966.1709 4002.4906 331.6333420141135 3966.1709 4650.1916 290.68940050581995 4650.1916 5309.9991 12.379944214879217 5297.8925 5521.8639 133.3214121103017 5552.1303 5866.9008 78.4782406528119 5866.9008 6227.071 530.265193180021 7704.0713 8702.8626 2005ke "" "" "" +CMFGEN 1.7 119.45999999999913 -0.3846555551524439 3966.1709 4002.4906 406.1992980893858 3966.1709 4677.4313 270.3530983093657 4677.4313 5246.4396 32.83468907223789 5246.4396 5500.6774 174.5991811864765 5552.1303 5885.0607 67.80504296561111 5885.0607 6202.8579 535.8590579503363 7861.4566 8829.9814 2005ke "" "" "" +OBSERVED "" 26.66000000018539 0.30861404813067705 3990.384 4005.5172 321.0297857421506 3990.384 4607.8186 396.4043813835598 4607.8186 5506.7307 32.27497148275208 5297.8925 5506.7307 54.56664531897703 5552.1303 5833.6078 201.32445285498872 5833.6078 6508.5485 460.33809213546925 7719.2045 8645.3564 2005ke "" "" "" +CMFGEN 1.04 26.66000000018539 4.212059891556316 3923.7979 4041.8369 79.63642608114131 4041.8369 4523.0727 124.23325508883322 4523.0727 5107.2142 61.893418674566846 5152.6138 5573.3168 2.264574652907169 5573.3168 5800.3148 162.1138292715362 5800.3148 6299.7104 55.22028930392276 7501.2865 8409.2785 2005ke "" "" "" +CMFGEN 1.02 26.66000000018539 -0.8438997335425933 3999.4639 4050.9168 105.55590957494206 4050.9168 4462.5399 127.77764476552878 4501.8862 5052.7347 66.17422816330088 5152.6138 5570.2901 21.7810297424166 5570.2901 5818.4746 170.08724230823634 5818.4746 6311.8169 66.84428185940828 7722.2312 8400.1985 2005ke "" "" "" +CMFGEN 1.4 26.66000000018539 -0.6325464676818202 3999.4639 4047.8902 94.90124706926639 4047.8902 4462.5399 150.88169171546457 4501.8862 5052.7347 52.400924340541934 5152.6138 5543.0504 41.584763774270435 5552.1303 5833.6078 151.6503892953231 5833.6078 6311.8169 53.30804543542495 7870.5365 8418.3584 2005ke "" "" "" +CMFGEN 1.7 26.66000000018539 16.172505013578522 3902.6115 4053.9435 73.16875082207702 4053.9435 4517.0194 124.8834361684182 4517.0194 5122.3474 75.76223704709736 5152.6138 5582.3967 8.33713767704824 5582.3967 5815.448 143.1130893513503 5815.448 6308.7903 78.37070902319742 7682.8849 8445.5981 2005ke "" "" "" +OBSERVED "" -7.399999999906868 46.94135938091955 3926.0695 4087.8392 103.3612342325974 4087.8392 4604.5363 112.08685485451801 4604.5363 5075.3584 112.57135431004397 5157.4505 5635.516 42.22217356018252 5635.516 5879.3778 138.56367838325087 5879.3778 6352.6144 "" "" "" 2005ki "" "" "" +CMFGEN 1.04 -7.399999999906868 -4.145489183539084 3998.5037 4148.201 -62.942264376373274 4148.201 4450.0101 804.9077884880345 4500.714 5548.595 155.62477455332575 5205.7399 5654.8318 -2.4143685604311793 5654.8318 5802.1146 251.22021828329804 5802.1146 6598.8905 "" "" "" 2005ki "" "" "" +CMFGEN 1.02 -7.399999999906868 7.101957852899003 3998.5037 4148.201 -78.06969720332596 4148.201 4450.0101 773.5449303118751 4500.714 5548.595 233.9375907097554 5150.2071 5628.2726 -1.973457659843437 5628.2726 5802.1146 196.10697196885903 5802.1146 6598.8905 "" "" "" 2005ki "" "" "" +CMFGEN 1.4 -7.399999999906868 17.436576892403917 3998.5037 4148.201 -96.1651469097712 4148.201 4450.0101 687.0974348397062 4500.714 5548.595 194.58981227757135 5150.2071 5587.2266 49.675936171774744 5587.2266 5997.6869 55.09523621525701 5997.6869 6598.8905 "" "" "" 2005ki "" "" "" +CMFGEN 1.7 -7.399999999906868 11.443102316809105 3998.5037 4148.201 114.84822175050567 4148.201 4471.7403 636.2833623717027 4500.714 5548.595 42.20648586840977 5299.9044 5662.0752 -5.499149588092202 5662.0752 5802.1146 218.50577096621532 5802.1146 6581.9892 "" "" "" 2005ki "" "" "" +OBSERVED "" -5.430000000167638 28.706233851077936 3945.4063 4015.4322 302.20409132869236 3945.4063 4512.8578 78.21687445309155 4512.8578 5070.6504 92.18231050874098 5169.6526 5640.5166 27.24507598672992 5640.5166 5910.9615 103.35016424683795 5910.9615 6282.8233 "" "" "" 2005ki "" "" "" +CMFGEN 1.04 -5.430000000167638 -4.148987740123735 3998.5294 4148.24 -63.069341839246825 4148.24 4450.0759 804.9569679239219 4500.7843 5548.7584 157.1548898627936 5203.4582 5655.0047 -2.4037715254878687 5655.0047 5802.3006 251.10748797325425 5802.3006 6599.1473 "" "" "" 2005ki "" "" "" +CMFGEN 1.02 -5.430000000167638 7.095424831721747 3998.5294 4148.24 -78.20953774339742 4148.24 4450.0759 773.8197099644948 4500.7843 5548.7584 233.7744550066958 5150.3351 5628.4431 -1.929476408001689 5628.4431 5802.3006 195.97546852812116 5802.3006 6599.1473 "" "" "" 2005ki "" "" "" +CMFGEN 1.4 -5.430000000167638 17.428362079485776 3998.5294 4148.24 -96.26973068330514 4148.24 4450.0759 687.4390280345035 4500.7843 5548.7584 194.31380273157015 5150.3351 5587.3934 49.73507211191627 5587.3934 5997.8902 55.02490566138746 5997.8902 6599.1473 "" "" "" 2005ki "" "" "" +CMFGEN 1.7 -5.430000000167638 11.437537383771947 3998.5294 4148.24 114.81764194974969 4148.24 4471.8081 636.5392204708512 4500.7843 5548.7584 40.475463273735876 5297.631 5662.2487 -5.487554233013748 5662.2487 5802.3006 218.32691454088337 5802.3006 6582.2445 "" "" "" 2005ki "" "" "" +OBSERVED "" 46.56000000005588 "" "" "" "" "" "" 385.4330609818036 4644.6956 5501.6168 31.704177618675075 5289.8302 5501.6168 88.22352372796459 5557.0071 5843.7336 249.17606141771358 5843.7336 6505.1594 522.7562042115097 7733.5217 8746.8392 2005ki "" "" "" +CMFGEN 1.04 46.56000000005588 "" "" "" "" "" "" 241.42536885443798 4546.948 5198.599 17.349022883185295 5198.599 5501.6168 64.03686927422878 5550.4906 5863.2831 105.56489971377768 5863.2831 6234.7243 190.4412863006277 7886.6597 8694.7071 2005ki "" "" "" +CMFGEN 1.02 46.56000000005588 "" "" "" "" "" "" 243.45483665007293 4586.047 5214.8903 53.47490002027028 5214.8903 5612.3975 26.67347758855253 5612.3975 5860.0249 174.0377424118636 5860.0249 6365.0545 283.98300251232155 7886.6597 8671.8993 2005ki "" "" "" +CMFGEN 1.4 46.56000000005588 "" "" "" "" "" "" 247.14425727849795 4566.4975 5218.1486 68.56184350960098 5218.1486 5612.3975 30.60449508428038 5612.3975 5873.0579 169.10080279402752 5873.0579 6365.0545 287.3144634255351 7863.8519 8662.1245 2005ki "" "" "" +CMFGEN 1.7 46.56000000005588 "" "" "" "" "" "" 239.52779091807682 4563.2392 5208.3738 16.143002870426844 5208.3738 5501.6168 52.11443695486686 5550.4906 5866.5414 140.89476237429244 5866.5414 6270.5651 237.16157162774365 7922.5005 8684.9323 2005ki "" "" "" +OBSERVED "" 145.39999999990687 21.226184907779206 3993.9746 4032.7679 365.86181045161186 3993.9746 4671.3644 264.48968552885157 4671.3644 5223.4221 133.85343780922798 5223.4221 5572.5613 210.25308687673237 5572.5613 5942.5891 354.1130229181214 5942.5891 6503.5991 677.2878208474191 7834.5058 8613.3548 2005ki "" "" "" +CMFGEN 1.04 145.39999999990687 -0.11269079171104682 3982.0383 4002.9269 420.63235303649253 3982.0383 4680.3166 237.84969439834526 4680.3166 5220.438 37.892639330307794 5220.438 5512.8793 174.0058918585899 5551.6726 5873.9549 233.4860990358212 5873.9549 6506.5832 488.3196832225958 7870.315 8762.5596 2005ki "" "" "" +CMFGEN 1.02 145.39999999990687 -0.255131673943764 3976.0701 4002.9269 385.94536203914873 3976.0701 4668.3803 236.94961546291864 4668.3803 5208.5016 23.262576549160432 5208.5016 5518.8475 167.16012116021648 5551.6726 5870.9708 76.96404956337047 5870.9708 6232.0464 558.0005977129156 7867.3309 8899.828 2005ki "" "" "" +CMFGEN 1.4 145.39999999990687 -0.2860758746883654 3970.1019 4002.9269 357.2203856780482 3970.1019 4659.428 235.631555693087 4659.428 5202.5334 0.7684831691158395 5202.5334 5521.8316 157.05345631248431 5551.6726 5870.9708 81.51023488492932 5870.9708 6232.0464 561.2182658155223 7700.2215 8899.828 2005ki "" "" "" +CMFGEN 1.7 145.39999999990687 -0.2559838968610901 3970.1019 4002.9269 448.2185530418574 3970.1019 4680.3166 265.796746319269 4680.3166 5250.2789 41.15232868179233 5250.2789 5500.943 177.92681147604307 5551.6726 5885.8913 70.98031126357832 5885.8913 6202.2055 580.1828691996054 7861.3627 8846.1143 2005ki "" "" "" +OBSERVED "" 21.56000000005588 9.510174342806494 3952.1973 4044.7043 262.5205571885611 3952.1973 4605.7142 337.9785024172771 4605.7142 5483.0384 6.063189410863972 5298.0245 5506.9112 59.71556092190102 5551.6726 5841.1299 210.21747067463895 5841.1299 6443.9172 429.73329122004924 7676.3487 8753.6073 2005ki "" "" "" +CMFGEN 1.04 21.56000000005588 -0.08880029155106348 3999.9428 4020.8315 86.89264774199113 4020.8315 4480.3822 123.77843671104421 4501.2709 5074.2173 30.195708157222242 5151.8038 5539.7362 1.907292513809497 5551.6726 5802.3366 165.82711248142687 5802.3366 6288.7442 39.2377544606041 7625.6191 8323.8975 2005ki "" "" "" +CMFGEN 1.02 21.56000000005588 37.23060851963248 3901.4677 4110.3544 131.63858005250094 3901.4677 4483.3663 156.8503301544698 4501.2709 5092.1218 18.618348997825255 5151.8038 5500.943 25.753978146630704 5551.6726 5802.3366 119.3298816214944 5802.3366 6291.7283 412.44067751973915 7509.2394 8437.2931 2005ki "" "" "" +CMFGEN 1.4 21.56000000005588 65.7359432116043 3901.4677 4149.1476 73.70121119482818 4149.1476 4462.4777 355.91156636597475 4501.2709 5292.0563 129.62822237517508 5292.0563 5697.8933 -3.531170369422588 5697.8933 5802.3366 60.16242823956263 5802.3366 6369.3148 409.6887908865098 7521.1758 8571.5774 2005ki "" "" "" +CMFGEN 1.7 21.56000000005588 -0.08680602322572356 3999.9428 4023.8156 82.48485059607634 4023.8156 4450.5413 129.63812927218945 4501.2709 5095.1059 47.45623173480534 5151.8038 5530.7839 24.39230915368124 5551.6726 5811.2889 155.30235966247028 5811.2889 6279.7919 57.878489667990415 7688.2851 8371.643 2005ki "" "" "" +OBSERVED "" 53696.10000000009 14.27829876879529 3922.32752304041 4054.30462031827 86.17229157155097 4054.30462031827 4505.95957544692 86.16497252174541 4505.95957544692 5115.987047309 52.90641100790063 5162.91223745224 5588.17177312532 17.23161299645703 5588.17177312532 5878.5213871366 290.3356229426771 5878.5213871366 6561.86946859748 "" "" "" 2005ku "" "" "" +CMFGEN 1.04 53696.10000000009 3.2560891582433714e-16 3998.58095702317 4001.51378140712 464.2036891592327 3998.58095702317 4693.66033601987 111.71963631640975 4693.66033601987 5051.46491086205 29.119837437478125 5236.23284705104 5500.18704160675 151.5812649390678 5550.04505613394 5937.17787481565 273.11552983936986 5937.17787481565 6517.8771028382 "" "" "" 2005ku "" "" "" +CMFGEN 1.02 53696.10000000009 6.512178316486743e-16 3998.58095702317 4001.51378140712 449.0314637323815 3998.58095702317 4687.79468725196 236.36289366575812 4687.79468725196 5230.36719828314 35.71189114963022 5230.36719828314 5500.18704160675 173.5290770541965 5550.04505613394 5872.65573836869 229.59880475756978 5872.65573836869 6514.94427845425 "" "" "" 2005ku "" "" "" +CMFGEN 1.4 53696.10000000009 0.10622458311307598 3998.58095702317 4036.70767401455 387.1137990731035 4036.70767401455 4681.92903848406 241.93049852442098 4681.92903848406 5224.50154951524 34.68663244027543 5224.50154951524 5500.18704160675 173.81961568165272 5550.04505613394 5872.65573836869 212.2230123975415 5872.65573836869 6512.0114540703 "" "" "" 2005ku "" "" "" +CMFGEN 1.7 53696.10000000009 -0.006048693635329141 3992.71530825527 4001.51378140712 495.30692526207804 3992.71530825527 4681.92903848406 120.275678915088 4681.92903848406 5051.46491086205 44.36230194723868 5250.89696897081 5500.18704160675 177.4709206510335 5550.04505613394 5887.31986028846 311.1767431378922 5887.31986028846 6550.13817106167 "" "" "" 2005ku "" "" "" +OBSERVED "" 53699.12999999989 14.635873157952764 3954.79061930731 4048.98176929856 101.96897803776885 4048.98176929856 4519.93751925482 130.78542799858752 4519.93751925482 5103.92264920058 80.54979953238411 5176.9207904438 5581.94273540619 30.958890678743153 5581.94273540619 5862.16140663016 401.59933808087806 5862.16140663016 6563.88547406499 "" "" "" 2005ku "" "" "" +CMFGEN 1.04 53699.12999999989 0.0 3999.53141555315 4001.88619430293 463.6278906566548 3999.53141555315 4694.19114673864 111.86300221967127 4694.19114673864 5052.11751670539 30.567826768532015 5235.79025918834 5501.88025791362 150.04907961976812 5551.33061165903 5937.51432662316 273.19625429716393 5937.51432662316 6519.14467781914 "" "" "" 2005ku "" "" "" +CMFGEN 1.02 53699.12999999989 -0.0016833040290355047 3997.17663680337 4001.88619430293 450.10560558855366 3997.17663680337 4687.12681048929 236.40737961560478 4687.12681048929 5231.08070168877 37.62904553819334 5231.08070168877 5501.88025791362 172.11860518185017 5551.33061165903 5873.93530037907 229.64018778516885 5873.93530037907 6514.43512031958 "" "" "" 2005ku "" "" "" +CMFGEN 1.4 53699.12999999989 0.1504522992444572 3999.53141555315 4034.85309679987 388.2439129313168 4034.85309679987 4682.41725298973 242.49841934207785 4682.41725298973 5226.37114418921 37.06620286209676 5226.37114418921 5501.88025791362 172.50040581907172 5551.33061165903 5873.93530037907 212.30238707739403 5873.93530037907 6512.0803415698 "" "" "" 2005ku "" "" "" +CMFGEN 1.7 53699.12999999989 -0.009004149415932583 3992.46707930381 4001.88619430293 495.36323071848625 3992.46707930381 4682.41725298973 120.27444503921757 4682.41725298973 5052.11751670539 45.37387581634449 5249.91893168702 5501.88025791362 176.7694044192982 5551.33061165903 5885.70919412797 311.3156423410119 5885.70919412797 6552.11158031608 "" "" "" 2005ku "" "" "" +OBSERVED "" 53728.04000000004 20.150024845395993 3908.29943120472 4027.57726405151 140.2294865088661 3908.29943120472 4623.96642828545 183.6418203742091 4623.96642828545 5531.64164409515 18.9887832020782 5284.35833209571 5531.64164409515 29.44739105692289 5557.82458301274 5877.83828089436 410.02070186457746 5877.83828089436 6564.41312362221 "" "" "" 2005ku "" "" "" +CMFGEN 1.04 53728.04000000004 -6.45975591970817e-16 3998.48510969864 4001.39432513393 464.22707461873654 3998.48510969864 4693.78759873235 111.75506232555638 4693.78759873235 5051.62109727271 30.603215001236777 5234.90166969583 5502.54948974228 149.76082387801807 5552.00615214216 5936.02258960011 273.044419175524 5936.02258960011 6517.86567665761 "" "" "" 2005ku "" "" "" +CMFGEN 1.02 53728.04000000004 3.229877959854085e-16 3998.48510969864 4001.39432513393 449.0535536501446 3998.48510969864 4687.96916786178 235.99855218510228 4687.96916786178 5229.08323882525 36.8964310716349 5229.08323882525 5502.54948974228 171.8653254443063 5552.00615214216 5872.01985002379 229.5221312163411 5872.01985002379 6514.95646122233 "" "" "" 2005ku "" "" "" +CMFGEN 1.4 53728.04000000004 0.1269687625781135 3998.48510969864 4036.30491035737 387.326672968645 4036.30491035737 4682.1507369912 242.4022839185664 4682.1507369912 5226.17402338996 37.46031049560193 5226.17402338996 5502.54948974228 172.13314695176473 5552.00615214216 5872.01985002379 212.13477594435574 5872.01985002379 6512.04724578704 "" "" "" 2005ku "" "" "" +CMFGEN 1.7 53728.04000000004 -0.005682021463509523 3992.66667882806 4001.39432513393 495.303077506979 3992.66667882806 4682.1507369912 120.31180827335534 4682.1507369912 5051.62109727271 45.625803973255735 5249.44774687226 5502.54948974228 175.86066032185582 5552.00615214216 5886.56592720023 311.0389078149727 5886.56592720023 6549.86704644578 "" "" "" 2005ku "" "" "" +OBSERVED "" 53728.12000000011 35.426257203873774 3920.8522 4135.9889 194.75116654254748 3920.8522 4595.733 195.09536816211732 4595.733 5255.8784 1.92294913329694 5255.8784 5506.38 41.89079578341338 5559.4274 5845.2939 422.6253694639556 5845.2939 6561.4337 115.09732495056663 7507.4456 8208.8501 2005lu "" "" "" +CMFGEN 1.04 53728.12000000011 0.0 3997.4762 4000.4233 464.16762255243333 3997.4762 4692.9865 111.83669176717326 4692.9865 5052.53 29.167062005101165 5235.2488 5500.4858 150.94948330035294 5550.5861 5936.6533 273.1361415973905 5936.6533 6517.2276 489.31834402987425 7861.095 8898.4663 2005lu "" "" "" +CMFGEN 1.02 53728.12000000011 -6.543876551745296e-16 3997.4762 4000.4233 448.97967895793295 3997.4762 4687.0924 236.4371609832771 4687.0924 5229.3547 35.706121300666695 5229.3547 5500.4858 173.09312612426575 5550.5861 5871.8176 229.65533885194552 5871.8176 6514.2805 589.9510962091741 7852.2537 8898.4663 2005lu "" "" "" +CMFGEN 1.4 53728.12000000011 0.18533480153590967 3997.4762 4035.7882 386.9502010776155 4035.7882 4681.1982 242.76269263688027 4681.1982 5226.4076 36.404603473888976 5226.4076 5500.4858 172.99516216329738 5550.5861 5874.7647 212.4469082706977 5874.7647 6511.3334 580.0098938608093 7855.2008 8898.4663 2005lu "" "" "" +CMFGEN 1.7 53728.12000000011 -0.005648843172639898 3991.5821 4000.4233 494.8566695106293 3991.5821 4684.1453 120.91444598752223 4684.1453 5052.53 44.33058102304137 5249.9842 5500.4858 177.0405852092359 5550.5861 5886.553 311.64934892018323 5886.553 6552.5925 648.784318947801 7861.095 8871.9426 2005lu "" "" "" +OBSERVED "" 53722.169999999925 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 111.32372778558887 5866.269 6269.975 260.9278021314343 7934.0315 8557.6424 2005lu "" "" "" +CMFGEN 1.04 53722.169999999925 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 269.81534568146924 5876.1155 6519.4194 489.67328185752115 7858.5417 8898.9873 2005lu "" "" "" +CMFGEN 1.02 53722.169999999925 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 229.6240353199295 5872.8333 6512.855 590.3585663271069 7851.9774 8898.9873 2005lu "" "" "" +CMFGEN 1.4 53722.169999999925 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 212.48362193226814 5872.8333 6512.855 580.4829970683854 7855.2596 8898.9873 2005lu "" "" "" +CMFGEN 1.7 53722.169999999925 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 311.60416700095374 5885.962 6552.241 648.5393921948929 7861.8239 8872.73 2005lu "" "" "" +OBSERVED "" 53722.12999999989 49.42579695259404 3921.6205 4133.4585 119.0582100464494 4133.4585 4563.245 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005lu 160.7301328575025 3726.0778 4098.8311 +CMFGEN 1.04 53722.12999999989 0.0 3999.0229 4001.0598 463.2826019901017 3999.0229 4693.6068 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005lu 285.28531416550385 3502.0185 3999.0229 +CMFGEN 1.02 53722.12999999989 -0.0008561550528712535 3996.986 4001.0598 449.22146402763906 3996.986 4687.4961 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005lu 225.9252660515821 3502.0185 3996.986 +CMFGEN 1.4 53722.12999999989 0.1329084339159053 3999.0229 4035.6871 386.9789895698791 4035.6871 4681.3854 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005lu 164.6475462729431 3687.3767 4035.6871 +CMFGEN 1.7 53722.12999999989 -0.004068931159009384 3992.9122 4001.0598 494.3891624011766 3992.9122 4683.4223 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005lu 304.36471435391974 3502.0185 3992.9122 +OBSERVED "" 53722.14999999991 48.82343661696634 3920.9854 4143.0161 213.33168423282495 3920.9854 4590.2954 250.06490763220552 4590.2954 5211.3378 29.615726166813907 5211.3378 5500.943 45.555676265739805 5555.6463 5838.8159 136.8177489791131 5838.8159 6389.0659 262.4683635919995 7911.1024 8564.3232 2005lu "" "" "" +CMFGEN 1.04 53722.14999999991 0.0 3998.2135 4001.4313 463.7452591614527 3998.2135 4693.2661 111.9231188249811 4693.2661 5050.446 30.885650798723372 5237.0805 5500.943 165.39309700630824 5552.4284 5877.4299 269.81111686082545 5877.4299 6517.7793 489.6995705726893 7859.6171 8898.9782 2005lu "" "" "" +CMFGEN 1.02 53722.14999999991 1.7862378243196098e-16 3998.2135 4001.4313 448.5478399369644 3998.2135 4686.8305 236.78731049653038 4686.8305 5230.6448 36.94239093361209 5230.6448 5500.943 170.98070477474326 5552.4284 5874.2121 229.8724480170282 5874.2121 6514.5615 590.2343729062762 7853.1814 8898.9782 2005lu "" "" "" +CMFGEN 1.4 53722.14999999991 0.11411053473188229 3998.2135 4036.8275 386.4554799814762 4036.8275 4680.3948 242.0350398134358 4680.3948 5224.2091 35.46605965905034 5224.2091 5500.943 171.42247000547496 5552.4284 5874.2121 212.4256466458611 5874.2121 6511.3436 580.324582095871 7856.3992 8898.9782 2005lu "" "" "" +CMFGEN 1.7 53722.14999999991 -0.008525304597553835 3991.7778 4001.4313 494.88194138667427 3991.7778 4683.6126 121.25689491115031 4683.6126 5050.446 44.77557977505842 5249.9518 5500.943 175.13698381996005 5552.4284 5887.0834 311.3703294796164 5887.0834 6549.9577 648.1927563027429 7862.8349 8873.2355 2005lu "" "" "" +OBSERVED "" 53724.12000000011 37.46106438641954 3923.7993 4138.936 182.9627113101019 3923.7993 4569.2093 205.6031572424946 4569.2093 5202.831 8.72985730777833 5202.831 5500.4858 48.69055970022113 5550.5861 5857.0822 397.2413431665361 5857.0822 6561.4337 220.6777094395958 7528.0752 8653.8588 2005lu "" "" "" +CMFGEN 1.04 53724.12000000011 0.0 3997.4762 4000.4233 464.16762255243333 3997.4762 4692.9865 111.83669176717326 4692.9865 5052.53 29.167062005101165 5235.2488 5500.4858 150.94948330035294 5550.5861 5936.6533 273.1361415973905 5936.6533 6517.2276 489.31834402987425 7861.095 8898.4663 2005lu "" "" "" +CMFGEN 1.02 53724.12000000011 -6.543876551745296e-16 3997.4762 4000.4233 448.97967895793295 3997.4762 4687.0924 236.4371609832771 4687.0924 5229.3547 35.706121300666695 5229.3547 5500.4858 173.09312612426575 5550.5861 5871.8176 229.65533885194552 5871.8176 6514.2805 589.9510962091741 7852.2537 8898.4663 2005lu "" "" "" +CMFGEN 1.4 53724.12000000011 0.18533480153590967 3997.4762 4035.7882 386.9502010776155 4035.7882 4681.1982 242.76269263688027 4681.1982 5226.4076 36.404603473888976 5226.4076 5500.4858 172.99516216329738 5550.5861 5874.7647 212.4469082706977 5874.7647 6511.3334 580.0098938608093 7855.2008 8898.4663 2005lu "" "" "" +CMFGEN 1.7 53724.12000000011 -0.005648843172639898 3991.5821 4000.4233 494.8566695106293 3991.5821 4684.1453 120.91444598752223 4684.1453 5052.53 44.33058102304137 5249.9842 5500.4858 177.0405852092359 5550.5861 5886.553 311.64934892018323 5886.553 6552.5925 648.784318947801 7861.095 8871.9426 2005lu "" "" "" +OBSERVED "" 53725.08999999985 38.877826155205945 3912.011 4138.936 180.35224097266675 3912.011 4569.2093 204.4683357733462 4569.2093 5252.9313 19.434067003461948 5252.9313 5503.4329 46.00596383032162 5553.5332 5836.4526 447.5286844512848 5836.4526 6561.4337 247.75597890052182 7522.181 8550.7111 2005lu "" "" "" +CMFGEN 1.04 53725.08999999985 0.0 3997.4762 4000.4233 464.16762255243333 3997.4762 4692.9865 111.83669176717326 4692.9865 5052.53 29.167062005101165 5235.2488 5500.4858 150.94948330035294 5550.5861 5936.6533 273.1361415973905 5936.6533 6517.2276 489.31834402987425 7861.095 8898.4663 2005lu "" "" "" +CMFGEN 1.02 53725.08999999985 -6.543876551745296e-16 3997.4762 4000.4233 448.97967895793295 3997.4762 4687.0924 236.4371609832771 4687.0924 5229.3547 35.706121300666695 5229.3547 5500.4858 173.09312612426575 5550.5861 5871.8176 229.65533885194552 5871.8176 6514.2805 589.9510962091741 7852.2537 8898.4663 2005lu "" "" "" +CMFGEN 1.4 53725.08999999985 0.18533480153590967 3997.4762 4035.7882 386.9502010776155 4035.7882 4681.1982 242.76269263688027 4681.1982 5226.4076 36.404603473888976 5226.4076 5500.4858 172.99516216329738 5550.5861 5874.7647 212.4469082706977 5874.7647 6511.3334 580.0098938608093 7855.2008 8898.4663 2005lu "" "" "" +CMFGEN 1.7 53725.08999999985 -0.005648843172639898 3991.5821 4000.4233 494.8566695106293 3991.5821 4684.1453 120.91444598752223 4684.1453 5052.53 44.33058102304137 5249.9842 5500.4858 177.0405852092359 5550.5861 5886.553 311.64934892018323 5886.553 6552.5925 648.784318947801 7861.095 8871.9426 2005lu "" "" "" +OBSERVED "" 53726.10999999987 44.05591100630206 3920.8522 4141.883 209.4517363195897 3920.8522 4589.8388 224.85898350131276 4589.8388 5238.1959 6.248145752319768 5238.1959 5503.4329 53.841265708132426 5550.5861 5865.9234 370.9348516727316 5865.9234 6561.4337 159.5413089819887 7501.5515 8562.4994 2005lu "" "" "" +CMFGEN 1.04 53726.10999999987 0.0 3997.4762 4000.4233 464.16762255243333 3997.4762 4692.9865 111.83669176717326 4692.9865 5052.53 29.167062005101165 5235.2488 5500.4858 150.94948330035294 5550.5861 5936.6533 273.1361415973905 5936.6533 6517.2276 489.31834402987425 7861.095 8898.4663 2005lu "" "" "" +CMFGEN 1.02 53726.10999999987 -6.543876551745296e-16 3997.4762 4000.4233 448.97967895793295 3997.4762 4687.0924 236.4371609832771 4687.0924 5229.3547 35.706121300666695 5229.3547 5500.4858 173.09312612426575 5550.5861 5871.8176 229.65533885194552 5871.8176 6514.2805 589.9510962091741 7852.2537 8898.4663 2005lu "" "" "" +CMFGEN 1.4 53726.10999999987 0.18533480153590967 3997.4762 4035.7882 386.9502010776155 4035.7882 4681.1982 242.76269263688027 4681.1982 5226.4076 36.404603473888976 5226.4076 5500.4858 172.99516216329738 5550.5861 5874.7647 212.4469082706977 5874.7647 6511.3334 580.0098938608093 7855.2008 8898.4663 2005lu "" "" "" +CMFGEN 1.7 53726.10999999987 -0.005648843172639898 3991.5821 4000.4233 494.8566695106293 3991.5821 4684.1453 120.91444598752223 4684.1453 5052.53 44.33058102304137 5249.9842 5500.4858 177.0405852092359 5550.5861 5886.553 311.64934892018323 5886.553 6552.5925 648.784318947801 7861.095 8871.9426 2005lu "" "" "" +OBSERVED "" 53727.12000000011 32.55332010991256 3917.9051 4144.8301 171.3775009726022 3917.9051 4586.8918 179.46259106556903 4586.8918 5244.0901 2.677393070333907 5244.0901 5506.38 44.41405310142483 5556.4803 5862.9764 438.38767325263086 5862.9764 6561.4337 143.4699692502365 7548.7047 8426.9339 2005lu "" "" "" +CMFGEN 1.04 53727.12000000011 0.0 3997.4762 4000.4233 464.16762255243333 3997.4762 4692.9865 111.83669176717326 4692.9865 5052.53 29.167062005101165 5235.2488 5500.4858 150.94948330035294 5550.5861 5936.6533 273.1361415973905 5936.6533 6517.2276 489.31834402987425 7861.095 8898.4663 2005lu "" "" "" +CMFGEN 1.02 53727.12000000011 -6.543876551745296e-16 3997.4762 4000.4233 448.97967895793295 3997.4762 4687.0924 236.4371609832771 4687.0924 5229.3547 35.706121300666695 5229.3547 5500.4858 173.09312612426575 5550.5861 5871.8176 229.65533885194552 5871.8176 6514.2805 589.9510962091741 7852.2537 8898.4663 2005lu "" "" "" +CMFGEN 1.4 53727.12000000011 0.18533480153590967 3997.4762 4035.7882 386.9502010776155 4035.7882 4681.1982 242.76269263688027 4681.1982 5226.4076 36.404603473888976 5226.4076 5500.4858 172.99516216329738 5550.5861 5874.7647 212.4469082706977 5874.7647 6511.3334 580.0098938608093 7855.2008 8898.4663 2005lu "" "" "" +CMFGEN 1.7 53727.12000000011 -0.005648843172639898 3991.5821 4000.4233 494.8566695106293 3991.5821 4684.1453 120.91444598752223 4684.1453 5052.53 44.33058102304137 5249.9842 5500.4858 177.0405852092359 5550.5861 5886.553 311.64934892018323 5886.553 6552.5925 648.784318947801 7861.095 8871.9426 2005lu "" "" "" +OBSERVED "" 11.339999999945576 18.289212671984824 3941.3037 4064.1951 214.92079664755363 3941.3037 4584.4355 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005na 93.21617820627776 3668.8944 3941.3037 +CMFGEN 1.04 11.339999999945576 -4.007150861677603 3998.653 4148.1709 -65.15902935951999 4148.1709 4451.3031 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005na 128.07622127319468 3771.3039 4099.0144 +CMFGEN 1.02 11.339999999945576 7.215464591454059 3998.653 4148.1709 -80.35159779281302 4148.1709 4451.3031 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005na 146.2873541938024 3756.9666 4099.0144 +CMFGEN 1.4 11.339999999945576 17.50323830722012 3998.653 4148.1709 -98.09121765345625 4148.1709 4451.3031 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005na 144.94773304492003 3761.0629 4099.0144 +CMFGEN 1.7 11.339999999945576 11.53101577273178 3998.653 4148.1709 115.58074208845446 4148.1709 4471.785 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005na 83.19646171227556 3799.9785 4099.0144 +OBSERVED "" 62.29999999990832 21.644269028083723 3954.4329 4016.6645 226.81728839484452 4016.6645 4612.3096 211.96932188672554 4612.3096 5498.3688 21.415984352926536 5293.8936 5516.1492 53.64722180983203 5557.637 5830.2706 247.08169904154994 5830.2706 6565.1959 307.73131002099245 7516.45 8692.9232 2005na "" "" "" +CMFGEN 1.04 62.29999999990832 -1.106226759492233 3957.3963 4001.8475 214.98885481524175 3957.3963 4621.1999 236.31053651036632 4621.1999 5216.845 5.11704531883541 5216.845 5530.9663 107.46258796713698 5551.7102 5856.9412 39.014920348435375 5856.9412 6200.6966 330.71352100782855 7839.4616 8710.7037 2005na "" "" "" +CMFGEN 1.02 62.29999999990832 -2.426706023748261 3945.5427 4001.8475 270.1049824795051 3945.5427 4627.1267 283.87549718064747 4627.1267 5308.7107 -4.527220980122702 5299.8204 5501.3322 74.50615185253812 5551.7102 5848.051 184.842845906223 5848.051 6449.623 476.7448481923383 7697.218 8695.8867 2005na "" "" "" +CMFGEN 1.4 62.29999999990832 -3.331919116500137 3933.6891 4001.8475 289.7555534365602 3933.6891 4627.1267 300.53405049262653 4627.1267 5308.7107 0.6896754342260618 5299.8204 5501.3322 64.31254456698645 5551.7102 5856.9412 194.71448599493124 5856.9412 6449.623 469.0887000652092 7685.3643 8686.9964 2005na "" "" "" +CMFGEN 1.7 62.29999999990832 -2.2057077902017452 3945.5427 4001.8475 225.4618780175035 3945.5427 4618.2365 270.63119648245174 4618.2365 5237.5889 -1.2834550441424586 5237.5889 5501.3322 129.86601576090968 5551.7102 5877.6851 85.61537414439233 5877.6851 6221.4405 293.8466300740603 7875.0225 8767.0085 2005na "" "" "" +OBSERVED "" 69.25000000009459 "" "" "" "" "" "" "" "" "" 43.89037462057123 5279.7124 5501.5297 120.5489883875446 5550.6708 5823.6768 244.83209742114983 5823.6768 6439.3053 529.6789991768163 7650.7695 8690.2398 2005na "" "" "" +CMFGEN 1.04 69.25000000009459 "" "" "" "" "" "" "" "" "" 5.0448778561460905 5214.8734 5534.973 119.50751447627538 5550.6708 5857.8026 38.393366673298516 5857.8026 6200.4251 363.56333516006845 7844.6037 8713.4453 2005na "" "" "" +CMFGEN 1.02 69.25000000009459 "" "" "" "" "" "" "" "" "" -2.341676427447279 5299.5053 5506.9899 88.05078484204893 5550.6708 5848.2474 175.79035045011148 5848.2474 6464.5584 493.93876932060914 7702.6406 8701.16 2005na "" "" "" +CMFGEN 1.4 69.25000000009459 "" "" "" "" "" "" "" "" "" 5.941060503266417 5299.5053 5506.3073 66.44010713302161 5550.6708 5842.1047 196.7410527882505 5842.1047 6466.6059 485.30605918621956 7698.5455 8694.3349 2005na "" "" "" +CMFGEN 1.7 69.25000000009459 "" "" "" "" "" "" "" "" "" -2.9781070501621967 5248.3167 5500.1647 145.843940845263 5550.6708 5882.3731 62.54168566565514 5882.3731 6200.4251 330.06799713681903 7871.9043 8774.8717 2005na "" "" "" +OBSERVED "" 69.23999999985244 70.1136997279375 3923.2992 4052.7259 500.1235604444143 3923.2992 4686.9168 405.2173150280544 4686.9168 5505.5407 82.47619735115373 5236.9803 5505.5407 113.76703173631385 5557.3114 5845.2858 335.7280622834453 5845.2858 6566.8397 420.8965204337604 7819.0431 8712.0874 2005na "" "" "" +CMFGEN 1.04 69.23999999985244 -0.7417763788618247 3962.1272 4000.9553 245.6070276402088 3962.1272 4638.3818 232.2508753377332 4638.3818 5214.3306 4.705377389465776 5214.3306 5534.6617 119.25844497881918 5550.8401 5858.2285 38.73806202744215 5858.2285 6201.2093 363.5857899133349 7844.9285 8712.0874 2005na "" "" "" +CMFGEN 1.02 69.23999999985244 -2.1503076599378446 3949.1846 4000.9553 275.56740903500736 3949.1846 4631.9105 285.0312688889361 4631.9105 5311.4007 -2.896616305722242 5298.458 5505.5407 87.90701184687194 5550.8401 5848.5215 175.70499056131376 5848.5215 6463.2984 493.79800967015615 7702.5591 8702.3804 2005na "" "" "" +CMFGEN 1.4 69.23999999985244 -2.152079289974435 3945.9489 4000.9553 290.0567873118339 3945.9489 4631.9105 311.35235868440634 4631.9105 5505.5407 5.7960313488719635 5298.458 5505.5407 66.35689008647805 5550.8401 5842.0502 196.7450456621807 5842.0502 6466.534 485.3102124047507 7699.3234 8692.6734 2005na "" "" "" +CMFGEN 1.7 69.23999999985244 -1.2824324910959504 3955.6559 4000.9553 253.65486102757944 3955.6559 4625.4391 274.7553728107228 4625.4391 5246.6873 -3.245303184936099 5246.6873 5502.3051 146.21875700213846 5550.8401 5880.8782 62.32557760366499 5880.8782 6201.2093 329.8832356931332 7870.8138 8776.8007 2005na "" "" "" +OBSERVED "" 39.2799999998897 8.795631952731895 3997.7196 4023.6049 408.95767680486017 4023.6049 4599.5538 534.4443484691469 4599.5538 5537.8974 70.98903901538678 5246.6873 5537.8974 66.94328235637626 5579.9611 5803.2222 296.41482317640384 5803.2222 6453.5914 522.7185926914406 7751.0941 8670.0237 2005na "" "" "" +CMFGEN 1.04 39.2799999998897 -0.36858715958613836 3910.3566 4000.9553 84.57847489184321 3910.3566 4460.4201 190.95077056384463 4525.1334 5175.5026 64.43488182648335 5175.5026 5625.2604 17.831422372348708 5625.2604 5851.7572 129.86762329908544 5851.7572 6259.4513 191.1822341494721 7893.4635 8547.0683 2005na "" "" "" +CMFGEN 1.02 39.2799999998897 28.698793845012084 3900.6496 4114.2036 94.14439548273677 3900.6496 4531.6048 178.63900192252618 4531.6048 5178.7383 85.73438803588273 5178.7383 5583.1968 18.44790147183308 5583.1968 5858.2285 159.5708814286507 5858.2285 6350.05 217.77859733144416 7828.7501 8608.546 2005na "" "" "" +CMFGEN 1.4 39.2799999998897 38.655848487499114 3900.6496 4114.2036 92.11322698966737 4114.2036 4525.1334 198.35175174863326 4525.1334 5185.2096 84.4282544397579 5185.2096 5563.7828 25.032058859845872 5563.7828 5867.9355 158.26613194579204 5867.9355 6346.8143 220.0922117889342 7806.1004 8592.3677 2005na "" "" "" +CMFGEN 1.7 39.2799999998897 15.828141330372535 3903.8852 4117.4393 81.11438505204151 3903.8852 4525.1334 176.85941876838916 4525.1334 5172.267 75.81101658660693 5172.267 5615.5534 17.233853875208045 5615.5534 5851.7572 140.58234013155774 5851.7572 6288.5723 204.59600112433085 7867.5781 8595.6034 2005na "" "" "" +OBSERVED "" 11.359999999964202 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 159.76995244840265 5869.0733 6466.4367 308.46367089831085 7878.9867 8657.8695 2005na "" "" "" +CMFGEN 1.04 11.359999999964202 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 249.84580359319298 5803.0663 6598.4507 461.685059708169 7502.7468 8898.795 2005na "" "" "" +CMFGEN 1.02 11.359999999964202 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 195.9615561344074 5803.0663 6598.4507 453.268212587035 7502.7468 8898.795 2005na "" "" "" +CMFGEN 1.4 11.359999999964202 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 56.000660496318936 5997.787 6598.4507 339.5199894244332 7502.7468 8898.795 2005na "" "" "" +CMFGEN 1.7 11.359999999964202 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 217.30607116912617 5803.0663 6581.949 591.91950659349 7502.7468 8845.9894 2005na "" "" "" +OBSERVED "" 77.15000000000146 1.447615360916466e-14 3998.8841 4001.8475 271.43305922495676 3998.8841 4677.5046 275.4827185147873 4677.5046 5433.1738 15.217094594527174 5299.8204 5510.2224 94.91778997417124 5563.5638 5833.234 278.3875054881868 5833.234 6565.1959 608.0302349293121 7756.4861 8772.9353 2005na "" "" "" +CMFGEN 1.04 77.15000000000146 -0.7057033746221933 3963.3232 4001.8475 276.0091437895518 3963.3232 4650.8339 228.5783925987072 4650.8339 5204.9913 9.184447552111154 5204.9913 5536.8931 129.16912017762104 5551.7102 5859.9046 41.35967368174972 5859.9046 6200.6966 390.0693235986041 7851.3152 8716.6305 2005na "" "" "" +CMFGEN 1.02 77.15000000000146 -1.6485052687955397 3954.4329 4001.8475 284.7517560379468 3954.4329 4633.0535 288.6207256927481 4633.0535 5314.6375 2.730646460832718 5299.8204 5522.0761 101.3187583102536 5551.7102 5853.9778 162.2095427344525 5853.9778 6476.2936 504.32944436433684 7706.1082 8704.7769 2005na "" "" "" +CMFGEN 1.4 77.15000000000146 -1.7395595979561407 3951.4695 4001.8475 298.4195464141076 3951.4695 4633.0535 295.5704510794816 4633.0535 5314.6375 5.477118756641494 5299.8204 5516.1492 81.63683288613672 5551.7102 5848.051 189.61566883260141 5848.051 6470.3668 502.7961547043528 7703.1448 8698.8501 2005na "" "" "" +CMFGEN 1.7 77.15000000000146 -1.2001021539715668 3957.3963 4001.8475 280.6774929247048 3957.3963 4633.0535 271.3732290319023 4633.0535 5246.4791 -3.1905793174032806 5246.4791 5501.3322 153.66192792577743 5551.7102 5883.6119 58.38022468765268 5883.6119 6200.6966 372.02549806803296 7863.1688 8787.7523 2005na "" "" "" +OBSERVED "" 11.35000000018772 20.247753003311534 3952.4202 4049.4903 224.24237297788972 3952.4202 4609.2608 228.81319972635106 4609.2608 5220.802 37.52337409837261 5220.802 5528.1904 56.87209419264767 5554.0757 5854.9928 119.65381284204432 5854.9928 6330.636 281.77747079465786 7864.3425 8657.081 2005na "" "" "" +CMFGEN 1.04 11.35000000018772 -4.076241896293096 3997.7196 4149.796 -63.65654398978338 4149.796 4450.7131 805.1898637263395 4502.4838 5547.6044 157.84700128713249 5204.6236 5654.3814 -2.540521619198836 5654.3814 5803.2222 249.865082330214 5803.2222 6599.1964 463.106523652354 7501.9477 8899.7561 2005na "" "" "" +CMFGEN 1.02 11.35000000018772 7.503274797108723 3997.7196 4149.796 -78.61094871398888 4149.796 4450.7131 772.8785084179036 4502.4838 5547.6044 232.8283692822563 5152.853 5628.4961 -1.9560876105331206 5628.4961 5803.2222 195.89220858610554 5803.2222 6599.1964 454.48461466931656 7501.9477 8899.7561 2005na "" "" "" +CMFGEN 1.4 11.35000000018772 18.276714906029966 3997.7196 4149.796 -95.92016782359514 4149.796 4450.7131 686.7836477940704 4502.4838 5547.6044 189.62662234450346 5156.0886 5589.6681 49.569820955693075 5589.6681 5997.3622 56.081886782749905 5997.3622 6599.1964 340.6680132836596 7501.9477 8899.7561 2005na "" "" "" +CMFGEN 1.7 11.35000000018772 11.870913110726368 3997.7196 4149.796 113.50875911695384 4149.796 4473.3627 633.5394775335972 4502.4838 5547.6044 40.881852325535256 5298.458 5664.0884 -5.30463573762632 5664.0884 5803.2222 217.18676953830672 5803.2222 6583.0181 593.5607434674196 7501.9477 8847.9854 2005na "" "" "" +OBSERVED "" 19.35000000018772 "" "" "" "" "" "" "" "" "" 9.205298618868289 5285.164 5503.3464 85.31632824560171 5553.9593 5854.2166 219.95568138574737 5854.2166 6564.1644 363.12671108424934 7613.3551 8691.272 2005na "" "" "" +CMFGEN 1.04 19.35000000018772 "" "" "" "" "" "" "" "" "" 26.909538398673096 5150.4244 5500.6106 -3.0340956266773027 5550.5395 5800.184 135.1345235777383 5800.184 6262.5392 52.097625468573796 7721.4203 8295.9446 2005na "" "" "" +CMFGEN 1.02 19.35000000018772 "" "" "" "" "" "" "" "" "" 218.17108435630414 5170.9431 5612.7796 -1.4426014752389449 5612.7796 5800.184 65.50394093721621 5800.184 6577.1596 458.1266484287711 7500.5021 8856.7897 2005na "" "" "" +CMFGEN 1.4 19.35000000018772 "" "" "" "" "" "" "" "" "" 194.6624082132858 5150.4244 5588.1572 50.10411967203554 5588.1572 5999.8995 55.444815401809976 5999.8995 6599.7302 343.11365350789697 7500.5021 8899.879 2005na "" "" "" +CMFGEN 1.7 19.35000000018772 "" "" "" "" "" "" "" "" "" 17.411706841024653 5150.4244 5500.6106 23.75962010119241 5550.5395 5800.184 112.31307839288729 5800.184 6265.959 378.263638299417 7500.5021 8431.3682 2005na "" "" "" +OBSERVED "" 67.0299999998897 6.864862511638105 3981.99 4012.147 358.10498185738317 3981.99 4624.3338 357.71180878429266 4624.3338 5441.5882 15.308329216954796 5281.7561 5501.9021 139.00176345640088 5556.1847 5833.629 272.0384844549507 5833.629 6460.8943 1042.7035761196319 7634.001 8810.1235 2006D "" "" "" +CMFGEN 1.04 67.0299999998897 -0.7790164530409391 3960.8801 4000.0842 236.41056705666978 3960.8801 4633.3809 233.95851217148726 4633.3809 5215.4108 3.6877249301887987 5215.4108 5532.0591 116.24949661554679 5550.1533 5857.7546 38.63139626180014 5857.7546 6201.5442 354.7823548354481 7842.0842 8710.6054 2006D "" "" "" +CMFGEN 1.02 67.0299999998897 -2.0638214522854774 3948.8173 4000.0842 273.32953848480554 3948.8173 4630.3652 283.8478270082511 4630.3652 5311.9131 -3.1146404082964967 5299.8503 5501.9021 84.12514222711656 5550.1533 5845.6918 179.39531045496213 5845.6918 6460.8943 488.511416070089 7700.3464 8701.5583 2006D "" "" "" +CMFGEN 1.4 67.0299999998897 -2.337716489798673 3942.7859 4000.0842 288.9904938851423 3942.7859 4630.3652 311.45934954786173 4630.3652 5501.9021 5.739398414474532 5299.8503 5501.9021 62.640112284969454 5550.1533 5842.6761 196.7701517494445 5842.6761 6463.91 478.5613074912945 7697.3307 8692.5113 2006D "" "" "" +CMFGEN 1.7 67.0299999998897 -1.2468437198468594 3954.8487 4000.0842 245.09402815206764 3954.8487 4624.3338 274.82320423318254 4624.3338 5245.5677 -2.0754805434191534 5245.5677 5501.9021 142.1905362726389 5550.1533 5881.8802 66.39125526318145 5881.8802 6201.5442 317.8152780056755 7872.2412 8773.9351 2006D "" "" "" +OBSERVED "" 36.0299999998897 0.20750587451276697 3960.8801 4000.0842 278.3999193756056 3960.8801 4624.3338 369.6201813501185 4624.3338 5498.8864 26.14220767233503 5275.7247 5501.9021 58.53231126974016 5550.1533 5800.4563 227.0187979681997 5800.4563 6488.0356 527.0519774837526 7549.5615 8704.574 2006D "" "" "" +CMFGEN 1.04 36.0299999998897 0.39121846508147434 3906.5976 4000.0842 64.97648783117815 3906.5976 4452.439 157.19602640741545 4500.6902 5161.1282 69.98704726694541 5161.1282 5607.4516 15.65630344603324 5607.4516 5842.6761 140.80722705119408 5842.6761 6261.8582 170.51213839589613 7872.2412 8538.7106 2006D "" "" "" +CMFGEN 1.02 36.0299999998897 27.615551407827112 3900.5662 4102.618 75.75487332264501 4102.618 4515.7687 157.43078783042023 4515.7687 5109.8613 93.48019617968971 5164.1439 5622.5301 18.38360729318717 5622.5301 5845.6918 155.6960294516777 5845.6918 6337.2506 176.37648569292708 7802.8802 8556.8048 2006D "" "" "" +CMFGEN 1.4 36.0299999998897 34.04126012603997 3900.5662 4099.6023 96.16409176793013 4099.6023 4506.7216 175.08859500049314 4506.7216 5100.8142 93.60707519553071 5167.1596 5616.4987 30.947016216227418 5616.4987 5881.8802 158.44026451695407 5881.8802 6337.2506 180.42957573140146 7763.6761 8547.7577 2006D "" "" "" +CMFGEN 1.7 36.0299999998897 13.564422968127658 3900.5662 4090.5552 64.14982520850754 3900.5662 4515.7687 149.4987150644386 4515.7687 5152.0811 88.97033967305275 5152.0811 5619.5144 14.719527390710745 5619.5144 5833.629 139.50508323786477 5833.629 6307.0937 168.00137964983907 7854.147 8553.7891 2006D "" "" "" +OBSERVED "" 69.92999999979656 2.9393595298317177 3988.0214 4009.1313 306.79841875368777 3988.0214 4633.3809 316.93935870035966 4633.3809 5420.4783 16.55886119649707 5299.8503 5529.0434 132.73319862329794 5556.1847 5842.6761 245.96857415984095 5842.6761 6475.9728 727.6244773185222 7652.0952 8861.3904 2006D "" "" "" +CMFGEN 1.04 69.92999999979656 -0.7742175176956154 3960.8801 4000.0842 248.44675866383542 3960.8801 4639.4123 232.00373879813665 4639.4123 5212.3951 4.894841032310706 5212.3951 5535.0748 120.68012415996316 5550.1533 5857.7546 39.09222393021644 5857.7546 6201.5442 366.0399041718316 7845.0999 8713.6211 2006D "" "" "" +CMFGEN 1.02 69.92999999979656 -1.7659870850636834 3951.833 4000.0842 276.02433145113315 3951.833 4630.3652 285.7931120168632 4630.3652 5311.9131 -1.3634411690860848 5299.8503 5510.9492 89.55730565538947 5550.1533 5848.7075 174.62795756963203 5848.7075 6463.91 494.94452157854397 7703.3621 8701.5583 2006D "" "" "" +CMFGEN 1.4 69.92999999979656 -2.098837901247591 3945.8016 4000.0842 290.46745837119875 3945.8016 4630.3652 312.00476120608414 4630.3652 5507.9335 5.9547871327299 5299.8503 5507.9335 68.09857625384794 5550.1533 5842.6761 196.58283765040017 5842.6761 6466.9257 486.87110617572006 7700.3464 8695.5269 2006D "" "" "" +CMFGEN 1.7 69.92999999979656 -1.3232455324530723 3954.8487 4000.0842 256.1200455073364 3954.8487 4627.3495 275.58827628584504 4627.3495 5248.5834 -2.1962477812392946 5248.5834 5501.9021 147.19138079942624 5550.1533 5881.8802 62.084112954419446 5881.8802 6201.5442 333.5058457151011 7869.2255 8776.9508 2006D "" "" "" +OBSERVED "" -6.019999999924039 17.993522779716233 3921.2227 4052.5355 147.44349157161798 3921.2227 4509.0041 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006D 86.0800301962434 3671.1029 3921.2227 +CMFGEN 1.04 -6.019999999924039 -4.108129606144221 3998.3429 4148.4148 -64.05447077494074 4148.4148 4450.6428 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006D 127.56900957459717 3771.1508 4098.3908 +CMFGEN 1.02 -6.019999999924039 7.19803858420034 3998.3429 4148.4148 -79.2866501740661 4148.4148 4450.6428 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006D 145.68981397578807 3756.5605 4098.3908 +CMFGEN 1.4 -6.019999999924039 17.609695085655126 3998.3429 4148.4148 -97.06889132599736 4148.4148 4450.6428 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006D 144.21028809384154 3760.7291 4098.3908 +CMFGEN 1.7 -6.019999999924039 11.532697334155301 3998.3429 4148.4148 114.86465989906398 4148.4148 4471.4861 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006D 82.9312326971329 3798.2471 4098.3908 +OBSERVED "" 42.04000000013184 0.8026141836169906 3972.9429 4003.0999 287.58346123690706 3972.9429 4609.2553 381.18128694951224 4609.2553 5489.8393 15.868544106746299 5293.8189 5519.9963 73.46914493087502 5553.169 5815.5348 236.41636044197008 5815.5348 6457.8786 545.2724426882025 7664.158 8695.5269 2006D "" "" "" +CMFGEN 1.04 42.04000000013184 -1.2989026537628385 3915.6447 4000.0842 106.67397298937935 3915.6447 4533.8629 219.22031910219098 4533.8629 5185.2538 25.420888572637928 5185.2538 5501.9021 22.987171506207595 5622.5301 5854.7389 120.96916322382035 5854.7389 6249.7954 197.88524612284772 7896.3668 8547.7577 2006D "" "" "" +CMFGEN 1.02 42.04000000013184 30.53765650821343 3906.5976 4123.7279 112.42194424544445 3906.5976 4545.9257 201.82201016941877 4545.9257 5191.2852 79.99462716714785 5191.2852 5604.4359 22.141629515073966 5604.4359 5863.786 163.92933481248804 5863.786 6361.3762 272.6342796324117 7501.3103 8638.2287 2006D "" "" "" +CMFGEN 1.4 42.04000000013184 40.322156902711825 3903.5819 4123.7279 133.52750521558073 3903.5819 4539.8943 215.07622534329073 4539.8943 5197.3166 83.71185566908659 5197.3166 5586.3417 27.61086239038167 5586.3417 5875.8488 161.22191532898773 5875.8488 6358.3605 250.734787407478 7823.9901 8629.1816 2006D "" "" "" +CMFGEN 1.7 42.04000000013184 20.129399116660874 3906.5976 4129.7593 102.9917387309239 3906.5976 4539.8943 205.095582070801 4539.8943 5188.2695 64.53251247765887 5188.2695 5625.5458 19.689305489484607 5625.5458 5854.7389 140.44444686717281 5854.7389 6279.9524 221.80621263839194 7887.3197 8632.1973 2006D "" "" "" +OBSERVED "" 45.0299999998897 1.4242617689817356 3957.8644 4000.0842 302.50220832896025 3957.8644 4618.3024 380.39849843549996 4618.3024 5474.7608 18.994607229487958 5296.8346 5501.9021 81.3028315890514 5553.169 5803.472 228.92836907119676 5803.472 6451.8472 567.2186462914856 7679.2365 8785.9979 2006D "" "" "" +CMFGEN 1.04 45.0299999998897 -1.878577303887306 3924.6918 4000.0842 123.67180492044456 3924.6918 4539.8943 236.78242568505826 4539.8943 5194.3009 20.530286396255 5194.3009 5501.9021 54.04834948374086 5550.1533 5860.7703 110.9610393059281 5860.7703 6237.7326 206.24118521073407 7893.3511 8541.7263 2006D "" "" "" +CMFGEN 1.02 45.0299999998897 35.291898014814635 3912.629 4147.8534 145.62882406285593 3912.629 4570.0513 230.57814448956026 4570.0513 5206.3637 64.3595180003374 5206.3637 5613.483 24.661936995787944 5613.483 5863.786 170.07715726904178 5863.786 6358.3605 273.2798696606469 7881.2883 8662.3543 2006D "" "" "" +CMFGEN 1.4 45.0299999998897 42.79017761286214 3912.629 4132.775 159.6580927149481 3912.629 4554.9728 236.23646492263612 4554.9728 5212.3951 76.56759101488566 5212.3951 5607.4516 29.99672455956871 5607.4516 5875.8488 165.80985622101187 5875.8488 6364.3919 277.44806146120203 7848.1156 8653.3072 2006D "" "" "" +CMFGEN 1.7 45.0299999998897 26.40103577544006 3912.629 4147.8534 129.5210766796157 3912.629 4554.9728 230.05988610639582 4554.9728 5200.3323 19.893810314773326 5200.3323 5501.9021 42.2803053379183 5550.1533 5863.786 141.29971777400806 5863.786 6273.921 230.68136308010835 7923.5081 8671.4014 2006D "" "" "" +OBSERVED "" 50.96999999983382 3.7776905541152663 3967.3401 4011.7524 302.0576939012579 3967.3401 4627.0886 362.9529661198241 4627.0886 5496.0258 18.58785650607369 5299.7103 5504.3933 94.21180250784192 5551.3803 5823.6472 207.36896325888017 5823.6472 6454.4312 512.0563742288224 7678.0234 8750.9999 2006D "" "" "" +CMFGEN 1.04 50.96999999983382 -1.6325478466382708 3943.5247 4000.1666 155.0034600292457 3943.5247 4574.3087 242.54321574079418 4574.3087 5207.0237 7.31155147400061 5207.0237 5500.5313 82.66503153989501 5550.0929 5857.1174 82.05331998756003 5857.1174 6227.8639 233.64011050457594 7844.087 8704.0129 2006D "" "" "" +CMFGEN 1.02 50.96999999983382 37.13981832280838 3929.3643 4149.495 231.1032678664364 3929.3643 4613.5718 271.47455392087113 4613.5718 5251.436 -2.648279704286735 5251.436 5500.5313 49.33380498997837 5550.0929 5866.7723 183.81494676995936 5866.7723 6384.9163 323.28721822690824 7874.3389 8683.4159 2006D "" "" "" +CMFGEN 1.4 50.96999999983382 42.80784566975855 3921.6404 4149.495 243.0958932958275 3921.6404 4607.1353 278.10136670823385 4607.1353 5249.5051 36.33529214961234 5249.5051 5615.746 33.36763111557117 5615.746 5868.7032 178.41531416574065 5868.7032 6380.4106 312.4680220965141 7880.1318 8678.9103 2006D "" "" "" +CMFGEN 1.7 50.96999999983382 32.06029242856857 3927.4333 4149.495 175.10759304140393 3927.4333 4583.9636 256.1551000917086 4583.9636 5221.1842 7.042488275864209 5221.1842 5500.5313 79.79318215573993 5550.0929 5866.7723 133.58960939064252 5866.7723 6260.6904 251.7577135807852 7923.2568 8723.9663 2006D "" "" "" +OBSERVED "" 22.029999999889696 "" "" "" "" "" "" 345.868169205716 4624.737 5484.1478 13.118954623570291 5279.9966 5513.7827 65.42380143294267 5550.0031 5849.6444 206.63367336435357 5849.6444 6455.5126 449.8776576266664 7657.3706 8714.3471 2006D "" "" "" +CMFGEN 1.04 22.029999999889696 "" "" "" "" "" "" 123.45241418378554 4502.9048 5079.1381 31.812871057359377 5151.5789 5543.4176 3.07983903822505 5550.0031 5800.253 169.26776257974115 5800.253 6290.8745 36.37044195679281 7588.2226 8335.6795 2006D "" "" "" +CMFGEN 1.02 22.029999999889696 "" "" "" "" "" "" 155.51229634080664 4502.9048 5089.0164 22.851374739928136 5151.5789 5500.6116 33.58315695157659 5550.0031 5800.253 131.69069720701435 5800.253 6287.5817 359.86304319745875 7502.6108 8414.7058 2006D "" "" "" +CMFGEN 1.4 22.029999999889696 "" "" "" "" "" "" 202.66677000379207 4502.9048 5286.5821 47.239618990455746 5286.5821 5698.1774 -3.9101829432111264 5698.1774 5800.253 75.17995068879446 5800.253 6363.3152 397.125456374304 7568.466 8559.5873 2006D "" "" "" +CMFGEN 1.7 22.029999999889696 "" "" "" "" "" "" 122.19712815523923 4502.9048 5095.6019 50.56391834891051 5151.5789 5540.1248 21.86104682012062 5550.0031 5816.7168 156.47063073465358 5816.7168 6284.2889 56.6765400150938 7700.1765 8378.4854 2006D "" "" "" +OBSERVED "" 22.04000000013184 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 210.7179086600314 5858.4425 6486.4981 448.2273374920428 7662.0032 8689.7304 2006D "" "" "" +CMFGEN 1.04 22.04000000013184 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 168.84204688539234 5801.3465 6291.7001 35.978687023742495 7588.1143 8333.7203 2006D "" "" "" +CMFGEN 1.02 22.04000000013184 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 131.9936244536132 5801.3465 6288.3415 358.1090939114425 7500.791 8414.3264 2006D "" "" "" +CMFGEN 1.4 22.04000000013184 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 75.00563307223823 5801.3465 6365.589 397.5074560287733 7567.9628 8558.7456 2006D "" "" "" +CMFGEN 1.7 22.04000000013184 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 156.4552188332713 5814.7809 6284.9829 57.35486072330421 7702.3062 8380.7405 2006D "" "" "" +OBSERVED "" -5.9999999999054126 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 95.67921359153277 5939.0486 6389.0991 153.1338893471911 7776.1951 8464.7052 2006D "" "" "" +CMFGEN 1.04 -5.9999999999054126 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 251.2850223385907 5801.3465 6597.3314 463.6469361599906 7500.791 8897.9628 2006D "" "" "" +CMFGEN 1.02 -5.9999999999054126 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 196.7877831170439 5801.3465 6597.3314 455.99965478369825 7500.791 8897.9628 2006D "" "" "" +CMFGEN 1.4 -5.9999999999054126 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 55.05566978478396 5999.5031 6597.3314 341.771466374206 7500.791 8897.9628 2006D "" "" "" +CMFGEN 1.7 -5.9999999999054126 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 219.33163460467608 5801.3465 6583.8971 596.3100858689473 7500.791 8847.584 2006D "" "" "" +OBSERVED "" 59.89000000022497 0.6228397383606338 3972.9429 4003.0999 295.41074273663673 3972.9429 4615.2867 330.63438060701196 4615.2867 5501.9021 14.02393969859568 5299.8503 5501.9021 105.90205076286183 5550.1533 5827.5976 213.11663512747992 5827.5976 6442.8001 568.9617023215558 7552.5772 8722.6682 2006D "" "" "" +CMFGEN 1.04 59.89000000022497 -1.1737345415249496 3954.8487 4000.0842 203.18129324274207 3954.8487 4609.2553 237.32443178272547 4609.2553 5212.3951 2.5733671812117436 5212.3951 5523.012 104.37607585274151 5550.1533 5854.7389 43.434555956710064 5854.7389 6207.5756 316.2553145896375 7836.0528 8707.5897 2006D "" "" "" +CMFGEN 1.02 59.89000000022497 -2.815521639621179 3939.7702 4000.0842 268.89248018996676 3939.7702 4627.3495 287.6690063309676 4627.3495 5305.8817 -5.2060414881460995 5299.8503 5501.9021 72.68722164268758 5550.1533 5851.7232 186.95776811171618 5851.7232 6436.7687 470.92856604958223 7688.2836 8692.5113 2006D "" "" "" +CMFGEN 1.4 59.89000000022497 -3.31654339820176 3930.7232 4000.0842 291.42185258647106 3930.7232 4627.3495 309.1127476658967 4627.3495 5305.8817 -0.7357732149027053 5299.8503 5501.9021 63.23492250912901 5550.1533 5863.786 192.36613421581205 5863.786 6436.7687 462.03777204407595 7670.1894 8686.4799 2006D "" "" "" +CMFGEN 1.7 59.89000000022497 -2.2899497459895093 3942.7859 4000.0842 215.17390899367905 3942.7859 4612.271 270.9472419870352 4612.271 5236.5206 -0.26869210682213995 5236.5206 5501.9021 122.40782854589033 5550.1533 5875.8488 98.0676558191339 5875.8488 6228.6855 287.7119665444863 7875.2569 8761.8723 2006D "" "" "" +OBSERVED "" 92.8599999999642 2.848796696881331 3960.8801 4003.0999 296.20941872176024 3960.8801 4651.4751 287.78907001581337 4651.4751 5317.9445 26.348934670985656 5287.7875 5526.0277 142.918118979442 5553.169 5836.6447 228.13981308889373 5836.6447 6430.7373 788.0541136826681 7682.2522 8840.2805 2006D "" "" "" +CMFGEN 1.04 92.8599999999642 -0.3444469190131412 3969.9272 4000.0842 326.4557138708692 3969.9272 4666.5536 231.4165321813278 4666.5536 5206.3637 24.060357053600598 5206.3637 5532.0591 144.67012586195239 5550.1533 5869.8174 48.561560801711565 5869.8174 6201.5442 434.86939039063 7866.2098 8725.6839 2006D "" "" "" +CMFGEN 1.02 92.8599999999642 -0.788772597083149 3960.8801 4000.0842 303.4685657991612 3960.8801 4642.428 280.7882906640742 4642.428 5293.8189 11.612979200880497 5293.8189 5532.0591 122.74867004084764 5550.1533 5860.7703 66.09411199921253 5860.7703 6219.6384 512.7753328705189 7706.3778 8707.5897 2006D "" "" "" +CMFGEN 1.4 92.8599999999642 -0.8662032239680573 3957.8644 4000.0842 311.8198491362797 3957.8644 4639.4123 303.71679550948176 4639.4123 5317.9445 5.658025383126457 5299.8503 5523.012 106.3630349965438 5550.1533 5854.7389 163.17773259979754 5854.7389 6485.0199 521.6921427152033 7703.3621 8701.5583 2006D "" "" "" +CMFGEN 1.7 92.8599999999642 -0.49926731483377973 3963.8958 4000.0842 332.30104661265807 3963.8958 4648.4594 264.4059227911325 4648.4594 5239.5363 9.616699577284077 5239.5363 5501.9021 166.38615077325161 5550.1533 5884.8958 61.88557974199972 5884.8958 6201.5442 451.97775882898355 7866.2098 8816.1549 2006D "" "" "" +OBSERVED "" -6.010000000147556 "" "" "" "" "" "" 102.49986509322802 4502.9048 5102.1875 79.21788039460286 5197.6776 5576.3452 27.122569749139906 5576.3452 5928.6707 101.95549546801817 5928.6707 6389.6573 136.9166637731558 7802.2521 8503.6104 2006D "" "" "" +CMFGEN 1.04 -6.010000000147556 "" "" "" "" "" "" 802.2456894823296 4502.9048 5546.7103 156.6534492369654 5204.2631 5655.3714 -2.4129267450530665 5655.3714 5800.253 251.91812410589932 5800.253 6597.1013 461.5700315144176 7502.6108 8898.7418 2006D "" "" "" +CMFGEN 1.02 -6.010000000147556 "" "" "" "" "" "" 768.5169604802953 4502.9048 5546.7103 232.91870376319002 5151.5789 5629.0294 -1.907595694356936 5629.0294 5800.253 197.67331080058545 5800.253 6597.1013 452.7241320234235 7502.6108 8898.7418 2006D "" "" "" +CMFGEN 1.4 -6.010000000147556 "" "" "" "" "" "" 681.7398693320176 4502.9048 5546.7103 190.07402659136284 5154.8717 5589.5162 49.77680403345727 5589.5162 5997.8187 55.45102463027594 5997.8187 6597.1013 338.48935341618835 7502.6108 8898.7418 2006D "" "" "" +CMFGEN 1.7 -6.010000000147556 "" "" "" "" "" "" 629.4378700322341 4502.9048 5546.7103 42.24926794181764 5299.7532 5661.957 -5.345629813623275 5661.957 5800.253 220.5464397602554 5800.253 6583.9303 592.432063053687 7502.6108 8846.0576 2006D "" "" "" +OBSERVED "" 1.9699999998338171 28.016714740516043 3924.4332 4054.9547 212.83436728394793 3924.4332 4523.6747 146.4935618391012 4523.6747 5111.9859 87.68190004828065 5197.5 5554.9874 31.272146688827295 5554.9874 5907.9741 104.19564398816539 5907.9741 6338.1164 226.2605068631587 7819.5031 8553.7669 2006D "" "" "" +CMFGEN 1.04 1.9699999998338171 -4.236222610011381 3999.6599 4149.4702 -63.32780109950076 4149.4702 4450.3769 806.7911220026843 4500.528 5549.8437 157.39564036577465 5204.5726 5654.0037 -2.550076014872694 5654.0037 5800.5993 252.42265277309784 5800.5993 6599.8023 464.5475325536499 7500.5935 8899.681 2006D "" "" "" +CMFGEN 1.02 1.9699999998338171 6.835478474474871 3999.6599 4149.4702 -78.31148236518604 4149.4702 4450.3769 777.2479635981897 4500.528 5549.8437 231.40741763523704 5153.7785 5628.9281 -1.9176099744944763 5628.9281 5800.5993 197.60773829891883 5800.5993 6599.8023 456.062040057245 7500.5935 8899.681 2006D "" "" "" +CMFGEN 1.4 1.9699999998338171 17.076782292204715 3999.6599 4149.4702 -95.8679884292269 4149.4702 4450.3769 691.1413620151916 4500.528 5549.8437 193.89996920111054 5150.5637 5587.7785 50.204989848585335 5587.7785 5999.9178 54.80652439366036 5999.9178 6599.8023 341.7373711225179 7500.5935 8899.681 2006D "" "" "" +CMFGEN 1.7 1.9699999998338171 11.227657743070143 3999.6599 4149.4702 113.7224112228657 4149.4702 4472.8806 640.1120901462798 4500.528 5549.8437 41.793052044381035 5299.7311 5663.6481 -5.086888777086154 5663.6481 5800.5993 220.207879079263 5800.5993 6583.0853 596.8219744860617 7500.5935 8846.3151 2006D "" "" "" +OBSERVED "" 53824.25999999978 43.51325753993511 3934.494 4019.2095 419.3482708174597 3934.494 4627.3462 515.7519165573322 4627.3462 5547.115 23.045664925079457 5292.9683 5574.345 53.21714093136927 5574.345 5843.6194 245.20322939091477 5843.6194 6527.3949 496.02892434267903 7789.0515 8766.3059 2006X "" "" "" +CMFGEN 1.04 53824.25999999978 1.6794898805018126e-16 3998.0307 4001.0562 463.7375632828573 3998.0307 4693.9084 112.09654365957644 4693.9084 5050.9239 30.60791562767887 5235.4828 5501.7317 151.2030434479056 5550.1406 5937.4116 273.26158748271905 5937.4116 6518.3183 489.91421742199896 7858.6393 8899.4303 2006X "" "" "" +CMFGEN 1.02 53824.25999999978 0.0 3998.0307 4001.0562 448.4834718446825 3998.0307 4687.8573 236.63499265125935 4687.8573 5229.4317 36.81325030106632 5229.4317 5501.7317 173.13322422733626 5550.1406 5873.875 229.90813608398952 5873.875 6515.2927 590.6545760576944 7852.5882 8899.4303 2006X "" "" "" +CMFGEN 1.4 53824.25999999978 0.22401420626829652 3998.0307 4034.3373 387.8169509777291 4034.3373 4681.8062 242.87280585052153 4681.8062 5226.4061 37.33277260910682 5226.4061 5501.7317 173.52457665675846 5550.1406 5873.875 212.49880277901607 5873.875 6512.2672 580.857451502749 7855.6137 8899.4303 2006X "" "" "" +CMFGEN 1.7 53824.25999999978 -0.006392821336576353 3991.9795 4001.0562 495.1081618451794 3991.9795 4681.8062 120.65281853003168 4681.8062 5050.9239 46.131964145467066 5250.6106 5501.7317 177.64221408737538 5550.1406 5885.9772 311.545289428759 5885.9772 6551.5994 648.6531368229598 7861.6649 8872.2003 2006X "" "" "" +OBSERVED "" 53793.330000000075 65.36897972632642 3901.2129 4143.2573 147.45471061611434 4143.2573 4524.4773 328.288708796239 4524.4773 5241.5339 31.413502992701837 5241.5339 5695.3672 11.191059191861116 5695.3672 5867.8239 165.54301053213334 5867.8239 6412.4238 481.67572532512764 7556.0838 8678.5648 2006X "" "" "" +CMFGEN 1.04 53793.330000000075 1.6794898805018126e-16 3998.0307 4001.0562 463.7375632828573 3998.0307 4693.9084 112.09654365957644 4693.9084 5050.9239 30.60791562767887 5235.4828 5501.7317 151.2030434479056 5550.1406 5937.4116 273.26158748271905 5937.4116 6518.3183 489.91421742199896 7858.6393 8899.4303 2006X "" "" "" +CMFGEN 1.02 53793.330000000075 0.0 3998.0307 4001.0562 448.4834718446825 3998.0307 4687.8573 236.63499265125935 4687.8573 5229.4317 36.81325030106632 5229.4317 5501.7317 173.13322422733626 5550.1406 5873.875 229.90813608398952 5873.875 6515.2927 590.6545760576944 7852.5882 8899.4303 2006X "" "" "" +CMFGEN 1.4 53793.330000000075 0.22401420626829652 3998.0307 4034.3373 387.8169509777291 4034.3373 4681.8062 242.87280585052153 4681.8062 5226.4061 37.33277260910682 5226.4061 5501.7317 173.52457665675846 5550.1406 5873.875 212.49880277901607 5873.875 6512.2672 580.857451502749 7855.6137 8899.4303 2006X "" "" "" +CMFGEN 1.7 53793.330000000075 -0.006392821336576353 3991.9795 4001.0562 495.1081618451794 3991.9795 4681.8062 120.65281853003168 4681.8062 5050.9239 46.131964145467066 5250.6106 5501.7317 177.64221408737538 5550.1406 5885.9772 311.545289428759 5885.9772 6551.5994 648.6531368229598 7861.6649 8872.2003 2006X "" "" "" +OBSERVED "" 53827.20999999996 27.63616083200573 3979.8773 4037.3629 375.2593947249527 3979.8773 4612.2184 496.4378783842711 4612.2184 5538.0383 16.688067604455618 5295.9939 5586.4472 60.755509338833804 5586.4472 5855.7217 249.9005539700597 5855.7217 6572.7783 506.13567020012135 7767.8726 8811.6892 2006X "" "" "" +CMFGEN 1.04 53827.20999999996 1.6794898805018126e-16 3998.0307 4001.0562 463.7375632828573 3998.0307 4693.9084 112.09654365957644 4693.9084 5050.9239 30.60791562767887 5235.4828 5501.7317 151.2030434479056 5550.1406 5937.4116 273.26158748271905 5937.4116 6518.3183 489.91421742199896 7858.6393 8899.4303 2006X "" "" "" +CMFGEN 1.02 53827.20999999996 0.0 3998.0307 4001.0562 448.4834718446825 3998.0307 4687.8573 236.63499265125935 4687.8573 5229.4317 36.81325030106632 5229.4317 5501.7317 173.13322422733626 5550.1406 5873.875 229.90813608398952 5873.875 6515.2927 590.6545760576944 7852.5882 8899.4303 2006X "" "" "" +CMFGEN 1.4 53827.20999999996 0.22401420626829652 3998.0307 4034.3373 387.8169509777291 4034.3373 4681.8062 242.87280585052153 4681.8062 5226.4061 37.33277260910682 5226.4061 5501.7317 173.52457665675846 5550.1406 5873.875 212.49880277901607 5873.875 6512.2672 580.857451502749 7855.6137 8899.4303 2006X "" "" "" +CMFGEN 1.7 53827.20999999996 -0.006392821336576353 3991.9795 4001.0562 495.1081618451794 3991.9795 4681.8062 120.65281853003168 4681.8062 5050.9239 46.131964145467066 5250.6106 5501.7317 177.64221408737538 5550.1406 5885.9772 311.545289428759 5885.9772 6551.5994 648.6531368229598 7861.6649 8872.2003 2006X "" "" "" +OBSERVED "" 53799.29000000004 66.28694601337223 3910.2895 4149.3084 326.79053034398794 3910.2895 4560.784 362.2359078172171 4560.784 5320.1983 -5.41018544955275 5299.0195 5504.7572 71.28540663989506 5550.1406 5907.1561 160.81085438900914 5907.1561 6454.7816 429.4193159081881 7837.4604 8739.0759 2006X "" "" "" +CMFGEN 1.04 53799.29000000004 1.6794898805018126e-16 3998.0307 4001.0562 463.7375632828573 3998.0307 4693.9084 112.09654365957644 4693.9084 5050.9239 30.60791562767887 5235.4828 5501.7317 151.2030434479056 5550.1406 5937.4116 273.26158748271905 5937.4116 6518.3183 489.91421742199896 7858.6393 8899.4303 2006X "" "" "" +CMFGEN 1.02 53799.29000000004 0.0 3998.0307 4001.0562 448.4834718446825 3998.0307 4687.8573 236.63499265125935 4687.8573 5229.4317 36.81325030106632 5229.4317 5501.7317 173.13322422733626 5550.1406 5873.875 229.90813608398952 5873.875 6515.2927 590.6545760576944 7852.5882 8899.4303 2006X "" "" "" +CMFGEN 1.4 53799.29000000004 0.22401420626829652 3998.0307 4034.3373 387.8169509777291 4034.3373 4681.8062 242.87280585052153 4681.8062 5226.4061 37.33277260910682 5226.4061 5501.7317 173.52457665675846 5550.1406 5873.875 212.49880277901607 5873.875 6512.2672 580.857451502749 7855.6137 8899.4303 2006X "" "" "" +CMFGEN 1.7 53799.29000000004 -0.006392821336576353 3991.9795 4001.0562 495.1081618451794 3991.9795 4681.8062 120.65281853003168 4681.8062 5050.9239 46.131964145467066 5250.6106 5501.7317 177.64221408737538 5550.1406 5885.9772 311.545289428759 5885.9772 6551.5994 648.6531368229598 7861.6649 8872.2003 2006X "" "" "" +OBSERVED "" 53802.35999999987 67.00169772811425 3916.3407 4143.2573 354.5091737635784 3916.3407 4575.9117 381.0632321364554 4575.9117 5420.0417 -14.194262119998584 5299.0195 5507.7828 79.12902852872371 5553.1661 5913.2072 162.16593652609006 5913.2072 6500.1649 553.5043156008442 7525.8282 8748.1526 2006X "" "" "" +CMFGEN 1.04 53802.35999999987 1.6794898805018126e-16 3998.0307 4001.0562 463.7375632828573 3998.0307 4693.9084 112.09654365957644 4693.9084 5050.9239 30.60791562767887 5235.4828 5501.7317 151.2030434479056 5550.1406 5937.4116 273.26158748271905 5937.4116 6518.3183 489.91421742199896 7858.6393 8899.4303 2006X "" "" "" +CMFGEN 1.02 53802.35999999987 0.0 3998.0307 4001.0562 448.4834718446825 3998.0307 4687.8573 236.63499265125935 4687.8573 5229.4317 36.81325030106632 5229.4317 5501.7317 173.13322422733626 5550.1406 5873.875 229.90813608398952 5873.875 6515.2927 590.6545760576944 7852.5882 8899.4303 2006X "" "" "" +CMFGEN 1.4 53802.35999999987 0.22401420626829652 3998.0307 4034.3373 387.8169509777291 4034.3373 4681.8062 242.87280585052153 4681.8062 5226.4061 37.33277260910682 5226.4061 5501.7317 173.52457665675846 5550.1406 5873.875 212.49880277901607 5873.875 6512.2672 580.857451502749 7855.6137 8899.4303 2006X "" "" "" +CMFGEN 1.7 53802.35999999987 -0.006392821336576353 3991.9795 4001.0562 495.1081618451794 3991.9795 4681.8062 120.65281853003168 4681.8062 5050.9239 46.131964145467066 5250.6106 5501.7317 177.64221408737538 5550.1406 5885.9772 311.545289428759 5885.9772 6551.5994 648.6531368229598 7861.6649 8872.2003 2006X "" "" "" +OBSERVED "" 53818.20999999996 75.17708360093359 3901.2129 4131.1551 375.555329995669 3901.2129 4609.1928 522.1100394958489 4609.1928 5544.0894 19.70187607577319 5299.0195 5559.2172 39.46540959682562 5559.2172 5834.5428 245.193497592415 5834.5428 6548.5738 483.2509896494253 7767.8726 8720.9226 2006X "" "" "" +CMFGEN 1.04 53818.20999999996 1.6794898805018126e-16 3998.0307 4001.0562 463.7375632828573 3998.0307 4693.9084 112.09654365957644 4693.9084 5050.9239 30.60791562767887 5235.4828 5501.7317 151.2030434479056 5550.1406 5937.4116 273.26158748271905 5937.4116 6518.3183 489.91421742199896 7858.6393 8899.4303 2006X "" "" "" +CMFGEN 1.02 53818.20999999996 0.0 3998.0307 4001.0562 448.4834718446825 3998.0307 4687.8573 236.63499265125935 4687.8573 5229.4317 36.81325030106632 5229.4317 5501.7317 173.13322422733626 5550.1406 5873.875 229.90813608398952 5873.875 6515.2927 590.6545760576944 7852.5882 8899.4303 2006X "" "" "" +CMFGEN 1.4 53818.20999999996 0.22401420626829652 3998.0307 4034.3373 387.8169509777291 4034.3373 4681.8062 242.87280585052153 4681.8062 5226.4061 37.33277260910682 5226.4061 5501.7317 173.52457665675846 5550.1406 5873.875 212.49880277901607 5873.875 6512.2672 580.857451502749 7855.6137 8899.4303 2006X "" "" "" +CMFGEN 1.7 53818.20999999996 -0.006392821336576353 3991.9795 4001.0562 495.1081618451794 3991.9795 4681.8062 120.65281853003168 4681.8062 5050.9239 46.131964145467066 5250.6106 5501.7317 177.64221408737538 5550.1406 5885.9772 311.545289428759 5885.9772 6551.5994 648.6531368229598 7861.6649 8872.2003 2006X "" "" "" +OBSERVED "" 53809.33999999985 "" "" "" "" "" "" 458.6435146789988 4583.693 5518.5903 -3.3778552342344113 5297.2542 5518.5903 65.28385107205773 5558.2326 5872.0674 211.10007007844945 5872.0674 6503.0405 513.307108387469 7682.3986 8742.8298 2006X "" "" "" +CMFGEN 1.04 53809.33999999985 "" "" "" "" "" "" 111.74884749938302 4692.7093 5052.7934 30.228451638446202 5234.4872 5502.0727 166.62220268041554 5551.6255 5875.3709 269.7824516126797 5875.3709 6519.5581 489.1225567587973 7860.7889 8898.0955 2006X "" "" "" +CMFGEN 1.02 53809.33999999985 "" "" "" "" "" "" 236.7479596239107 4686.1022 5231.1837 38.23374021840344 5231.1837 5502.0727 172.11810310360116 5551.6255 5872.0674 229.5469348813362 5872.0674 6512.9511 589.8284601153509 7850.8783 8898.0955 2006X "" "" "" +CMFGEN 1.4 53809.33999999985 "" "" "" "" "" "" 242.58011700683556 4682.7987 5224.5767 36.52667401408543 5224.5767 5502.0727 172.41106871384508 5551.6255 5872.0674 212.38485339958243 5872.0674 6512.9511 579.727369148558 7854.1819 8898.0955 2006X "" "" "" +CMFGEN 1.7 53809.33999999985 "" "" "" "" "" "" 120.52648871107667 4682.7987 5052.7934 46.75901554031054 5251.0048 5502.0727 176.46136038834666 5551.6255 5885.2815 311.5297171983267 5885.2815 6552.5934 648.8763822131106 7860.7889 8871.6673 2006X "" "" "" +OBSERVED "" 53809.35000000009 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 212.5513501830742 5874.2212 6548.1339 507.237970949458 7687.0463 8765.3066 2006X "" "" "" +CMFGEN 1.04 53809.35000000009 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 269.81999233603744 5877.5907 6517.8078 488.47398807598296 7858.894 8896.7196 2006X "" "" "" +CMFGEN 1.02 53809.35000000009 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 229.85370156829586 5874.2212 6514.4382 588.7739945186081 7852.1549 8896.7196 2006X "" "" "" +CMFGEN 1.4 53809.35000000009 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 212.3958050900001 5874.2212 6511.0687 578.3444904569951 7855.5245 8896.7196 2006X "" "" "" +CMFGEN 1.7 53809.35000000009 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 311.31666325887954 5884.3299 6551.5034 648.3700643616867 7862.2636 8873.1326 2006X "" "" "" +OBSERVED "" 53779.35999999987 "" "" "" "" "" "" 318.68551816556567 4504.4084 5478.948 66.00344420718105 5151.8991 5654.0348 6.568073421388805 5654.0348 5809.3004 203.8187576851668 5809.3004 6334.5608 402.6258986312111 7520.5259 8462.0459 2006X "" "" "" +CMFGEN 1.04 53779.35999999987 "" "" "" "" "" "" 111.74884749938302 4692.7093 5052.7934 30.228451638446202 5234.4872 5502.0727 166.61536420547063 5551.6255 5875.3709 269.7002741787693 5875.3709 6517.8078 489.2201885168546 7858.894 8898.0955 2006X "" "" "" +CMFGEN 1.02 53779.35999999987 "" "" "" "" "" "" 236.7479596239107 4686.1022 5231.1837 38.23374021840344 5231.1837 5502.0727 172.11193970818294 5551.6255 5872.0674 229.69953364646673 5872.0674 6514.4382 589.8348049723563 7850.8783 8898.0955 2006X "" "" "" +CMFGEN 1.4 53779.35999999987 "" "" "" "" "" "" 242.58011700683556 4682.7987 5224.5767 36.52667401408543 5224.5767 5502.0727 172.12810174694266 5551.6255 5874.2212 212.54664959681378 5874.2212 6512.9511 579.6424726458481 7855.5245 8898.0955 2006X "" "" "" +CMFGEN 1.7 53779.35999999987 "" "" "" "" "" "" 120.52648871107667 4682.7987 5052.7934 46.75901554031054 5251.0048 5502.0727 176.45344755529402 5551.6255 5885.2815 311.47086675321395 5885.2815 6551.5034 648.5780351603319 7862.2636 8871.6673 2006X "" "" "" +OBSERVED "" 53779.33999999985 1.8190773495008512 3998.8646 4053.2343 121.26879819736541 4053.2343 4486.1011 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006X 16.21121197051513 3785.5679 4053.2343 +CMFGEN 1.04 53779.33999999985 2.3215873667937723e-16 3998.8646 4000.9557 463.04901401879044 3998.8646 4695.2155 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006X 285.9034627179019 3501.1723 3998.8646 +CMFGEN 1.02 53779.33999999985 -0.0008747131746632625 3996.7734 4000.9557 449.5393417210595 3996.7734 4686.8509 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006X 226.84139476254114 3501.1723 3996.7734 +CMFGEN 1.4 53779.33999999985 0.19057543558638831 3998.8646 4034.414 387.52582411659466 4034.414 4682.6686 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006X 164.75152793844956 3687.2841 4034.414 +CMFGEN 1.7 53779.33999999985 -0.00459673374359195 3992.5911 4000.9557 494.70373530738317 3992.5911 4682.6686 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006X 305.05757968861144 3501.1723 3992.5911 +OBSERVED "" 53809.299999999814 54.707383194967505 3900.8698 4030.0136 418.5335447114876 3900.8698 4586.6232 472.12072945321523 4586.6232 5523.5611 -1.7203037796602119 5296.2681 5523.5611 66.2319688250787 5551.327 5879.3522 220.33636693303822 5879.3522 6521.8424 511.871371151958 7673.159 8720.5149 2006X "" "" "" +CMFGEN 1.04 53809.299999999814 -4.705352817516839e-05 3998.3733 4000.3105 463.4635767231066 3998.3733 4694.4582 112.24128300782101 4694.4582 5050.2493 29.230641709639883 5235.5705 5500.3152 151.52375878968002 5550.0356 5936.8212 273.2586591017624 5936.8212 6518.6138 489.9122804174326 7859.126 8899.379 2006X "" "" "" +CMFGEN 1.02 53809.299999999814 -0.00046776100880253186 3997.0819 4000.3105 449.0885799023805 3997.0819 4688.001 237.17262376538844 4688.001 5231.0505 36.65705728831744 5231.0505 5500.3152 173.43200344938828 5550.0356 5872.895 229.75934300086897 5872.895 6514.0938 590.8002280013673 7850.7317 8899.379 2006X "" "" "" +CMFGEN 1.4 53809.299999999814 0.1587222215075158 3999.6648 4034.5336 387.585384098839 4034.5336 4682.1895 242.81821304153414 4682.1895 5225.8848 35.979438407830436 5225.8848 5500.3152 173.76266390643252 5550.0356 5872.895 212.4398406866739 5872.895 6512.1566 580.8489673285721 7855.2517 8899.379 2006X "" "" "" +CMFGEN 1.7 53809.299999999814 -0.0020740038615515806 3993.2076 4000.3105 494.3813528983802 3993.2076 4682.8353 121.09418755747551 4682.8353 5050.2493 44.99592734779311 5251.0678 5500.3152 178.00604774268942 5550.0356 5885.1636 311.46165351161306 5885.1636 6551.5454 648.8219473293283 7861.7089 8870.9673 2006X "" "" "" +OBSERVED "" 53841.16000000015 59.29000255706346 3947.1189 4047.3265 443.03507137986486 3947.1189 4648.5717 434.6038966679935 4648.5717 5548.7967 10.893775229772894 5294.7186 5578.9137 85.63931230896043 5578.9137 5885.0121 229.12723858575634 5885.0121 6566.7519 522.5169912529394 7770.3374 8742.2957 2006X "" "" "" +CMFGEN 1.04 53841.16000000015 -1.9034969917938528e-05 3998.5917 4000.2344 463.3332546644075 3998.5917 4694.5686 112.27468251064457 4694.5686 5050.4969 28.97664921740585 5235.5797 5500.0619 151.01325665207602 5550.4394 5937.0324 273.26548569073316 5937.0324 6518.5647 490.25440581137366 7859.5933 8899.9994 2006X "" "" "" +CMFGEN 1.02 53841.16000000015 -0.000488783666973689 3996.9489 4000.2344 449.1772173772854 3996.9489 4687.9976 237.05195807630102 4687.9976 5230.6515 36.18807659110203 5230.6515 5500.0619 173.14902454939516 5550.4394 5872.4177 229.72538255486035 5872.4177 6514.184 591.2833693329894 7850.832 8899.9994 2006X "" "" "" +CMFGEN 1.4 53841.16000000015 0.1501463950265305 3999.6868 4034.7321 387.51272453791324 4034.7321 4681.9742 242.73690239181664 4681.9742 5225.7232 35.693183097919636 5225.7232 5500.0619 173.3911133304971 5550.4394 5872.9653 212.43082096714014 5872.9653 6511.9937 581.4362444988344 7855.2126 8899.9994 2006X "" "" "" +CMFGEN 1.7 53841.16000000015 -0.0021238028493130987 3993.1158 4000.2344 494.38323026007276 3993.1158 4683.0693 121.10301035927007 4683.0693 5050.4969 44.62524276125675 5250.912 5500.0619 177.50994850850424 5550.4394 5885.5597 311.48900099717616 5885.5597 6551.4196 648.803653757996 7861.7836 8870.9775 2006X "" "" "" +OBSERVED "" 53879.14000000013 "" "" "" "" "" "" "" "" "" 50.32532697337287 5185.647 5601.4341 119.25213204762134 5601.4341 5947.9233 243.56187673540217 5947.9233 6583.6558 696.0350834084486 7520.6832 8837.3423 2006X "" "" "" +CMFGEN 1.04 53879.14000000013 "" "" "" "" "" "" "" "" "" 31.832287871227734 5236.8671 5502.0067 167.8346206944622 5550.2139 5875.6125 269.67035116967054 5875.6125 6517.3709 488.8542952582419 7861.1465 8897.6013 2006X "" "" "" +CMFGEN 1.02 53879.14000000013 "" "" "" "" "" "" "" "" "" 37.969362919319636 5230.8412 5502.0067 173.30972574944497 5550.2139 5872.5996 229.756347841035 5872.5996 6514.3579 589.374870674787 7852.1077 8897.6013 2006X "" "" "" +CMFGEN 1.4 53879.14000000013 "" "" "" "" "" "" "" "" "" 36.61714257292909 5224.8153 5502.0067 173.62730002456098 5550.2139 5872.5996 212.3384995159862 5872.5996 6511.345 579.2085697402382 7855.1206 8897.6013 2006X "" "" "" +CMFGEN 1.7 53879.14000000013 "" "" "" "" "" "" "" "" "" 47.17163719192492 5251.9319 5502.0067 177.9613942548187 5550.2139 5884.6514 311.22825220718096 5884.6514 6550.5133 648.9768055988252 7861.1465 8870.4847 2006X "" "" "" +OBSERVED "" 53848.14000000013 157.02018854968966 3904.2384 4128.1295 517.9027211148425 3904.2384 4657.6017 429.45571737573204 4657.6017 5541.0639 13.486624059538332 5299.0195 5580.3961 99.57758133502502 5580.3961 5873.875 234.3853697608867 5873.875 6527.3949 577.255776551555 7776.9493 8784.4592 2006X "" "" "" +CMFGEN 1.04 53848.14000000013 1.6794898805018126e-16 3998.0307 4001.0562 463.7375632828573 3998.0307 4693.9084 112.09654365957644 4693.9084 5050.9239 30.60791562767887 5235.4828 5501.7317 151.2030434479056 5550.1406 5937.4116 273.26158748271905 5937.4116 6518.3183 489.91421742199896 7858.6393 8899.4303 2006X "" "" "" +CMFGEN 1.02 53848.14000000013 0.0 3998.0307 4001.0562 448.4834718446825 3998.0307 4687.8573 236.63499265125935 4687.8573 5229.4317 36.81325030106632 5229.4317 5501.7317 173.13322422733626 5550.1406 5873.875 229.90813608398952 5873.875 6515.2927 590.6545760576944 7852.5882 8899.4303 2006X "" "" "" +CMFGEN 1.4 53848.14000000013 0.22401420626829652 3998.0307 4034.3373 387.8169509777291 4034.3373 4681.8062 242.87280585052153 4681.8062 5226.4061 37.33277260910682 5226.4061 5501.7317 173.52457665675846 5550.1406 5873.875 212.49880277901607 5873.875 6512.2672 580.857451502749 7855.6137 8899.4303 2006X "" "" "" +CMFGEN 1.7 53848.14000000013 -0.006392821336576353 3991.9795 4001.0562 495.1081618451794 3991.9795 4681.8062 120.65281853003168 4681.8062 5050.9239 46.131964145467066 5250.6106 5501.7317 177.64221408737538 5550.1406 5885.9772 311.545289428759 5885.9772 6551.5994 648.6531368229598 7861.6649 8872.2003 2006X "" "" "" +OBSERVED "" 53817.220000000205 10.28022970263298 3967.7751 4001.0562 354.19618052328724 3967.7751 4591.0395 528.2586182190311 4591.0395 5547.115 25.963175704670036 5283.8917 5565.2683 40.84144459700067 5565.2683 5843.6194 244.19763743601706 5843.6194 6545.5483 486.031296735087 7773.9237 8720.9226 2006X "" "" "" +CMFGEN 1.04 53817.220000000205 1.6794898805018126e-16 3998.0307 4001.0562 463.7375632828573 3998.0307 4693.9084 112.09654365957644 4693.9084 5050.9239 30.60791562767887 5235.4828 5501.7317 151.2030434479056 5550.1406 5937.4116 273.26158748271905 5937.4116 6518.3183 489.91421742199896 7858.6393 8899.4303 2006X "" "" "" +CMFGEN 1.02 53817.220000000205 0.0 3998.0307 4001.0562 448.4834718446825 3998.0307 4687.8573 236.63499265125935 4687.8573 5229.4317 36.81325030106632 5229.4317 5501.7317 173.13322422733626 5550.1406 5873.875 229.90813608398952 5873.875 6515.2927 590.6545760576944 7852.5882 8899.4303 2006X "" "" "" +CMFGEN 1.4 53817.220000000205 0.22401420626829652 3998.0307 4034.3373 387.8169509777291 4034.3373 4681.8062 242.87280585052153 4681.8062 5226.4061 37.33277260910682 5226.4061 5501.7317 173.52457665675846 5550.1406 5873.875 212.49880277901607 5873.875 6512.2672 580.857451502749 7855.6137 8899.4303 2006X "" "" "" +CMFGEN 1.7 53817.220000000205 -0.006392821336576353 3991.9795 4001.0562 495.1081618451794 3991.9795 4681.8062 120.65281853003168 4681.8062 5050.9239 46.131964145467066 5250.6106 5501.7317 177.64221408737538 5550.1406 5885.9772 311.545289428759 5885.9772 6551.5994 648.6531368229598 7861.6649 8872.2003 2006X "" "" "" +OBSERVED "" 53850.189999999944 2.276072739168026 3991.9795 4007.1073 292.31377938382684 3991.9795 4675.7551 343.74535636420603 4675.7551 5544.0894 4.667115455125212 5299.0195 5586.4472 94.75304201228043 5586.4472 5879.9261 220.31263055892663 5879.9261 6542.5227 546.5176172878366 7776.9493 8775.3826 2006X "" "" "" +CMFGEN 1.04 53850.189999999944 1.6794898805018126e-16 3998.0307 4001.0562 463.7375632828573 3998.0307 4693.9084 112.09654365957644 4693.9084 5050.9239 30.60791562767887 5235.4828 5501.7317 151.2030434479056 5550.1406 5937.4116 273.26158748271905 5937.4116 6518.3183 489.91421742199896 7858.6393 8899.4303 2006X "" "" "" +CMFGEN 1.02 53850.189999999944 0.0 3998.0307 4001.0562 448.4834718446825 3998.0307 4687.8573 236.63499265125935 4687.8573 5229.4317 36.81325030106632 5229.4317 5501.7317 173.13322422733626 5550.1406 5873.875 229.90813608398952 5873.875 6515.2927 590.6545760576944 7852.5882 8899.4303 2006X "" "" "" +CMFGEN 1.4 53850.189999999944 0.22401420626829652 3998.0307 4034.3373 387.8169509777291 4034.3373 4681.8062 242.87280585052153 4681.8062 5226.4061 37.33277260910682 5226.4061 5501.7317 173.52457665675846 5550.1406 5873.875 212.49880277901607 5873.875 6512.2672 580.857451502749 7855.6137 8899.4303 2006X "" "" "" +CMFGEN 1.7 53850.189999999944 -0.006392821336576353 3991.9795 4001.0562 495.1081618451794 3991.9795 4681.8062 120.65281853003168 4681.8062 5050.9239 46.131964145467066 5250.6106 5501.7317 177.64221408737538 5550.1406 5885.9772 311.545289428759 5885.9772 6551.5994 648.6531368229598 7861.6649 8872.2003 2006X "" "" "" +OBSERVED "" 53809.31999999983 76.06436362858202 3942.4037 4132.6978 367.1445469446736 3942.4037 4586.476 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006X 282.57112469871475 3530.4483 3942.4037 +CMFGEN 1.04 53809.31999999983 2.3215873667937723e-16 3998.8646 4000.9557 463.04901401879044 3998.8646 4695.2155 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006X 285.9034627179019 3501.1723 3998.8646 +CMFGEN 1.02 53809.31999999983 -0.0008747131746632625 3996.7734 4000.9557 449.5393417210595 3996.7734 4686.8509 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006X 226.84139476254114 3501.1723 3996.7734 +CMFGEN 1.4 53809.31999999983 0.19057543558638831 3998.8646 4034.414 387.52582411659466 4034.414 4682.6686 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006X 164.75152793844956 3687.2841 4034.414 +CMFGEN 1.7 53809.31999999983 -0.00459673374359195 3992.5911 4000.9557 494.70373530738317 3992.5911 4682.6686 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006X 305.05757968861144 3501.1723 3992.5911 +OBSERVED "" -2.830000000205473 14.5960906104912 3943.8442 4078.4545 90.6778004944024 3943.8442 4503.2248 107.7474612769646 4503.2248 5125.4236 82.93238466636758 5191.2331 5630.9601 12.056702431891017 5630.9601 5885.224 91.81078546612099 5885.224 6315.977 148.45707685778385 7775.7511 8571.4476 2006ax "" "" "" +CMFGEN 1.04 -2.830000000205473 -3.985873704097856 3997.6883 4147.2553 -67.94330955082953 4147.2553 4452.372 805.3444730446065 4500.2335 5547.2026 160.01501094312394 5200.2071 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219.2095147752757 5801.4665 6582.2063 596.8623343821765 7500.5478 8846.651 2006ax "" "" "" +OBSERVED "" -1.8800000000192085 15.1470534441053 3946.8355 4114.3506 91.45396036176807 3946.8355 4509.2075 116.77145030241685 4509.2075 5125.4236 89.30382512679799 5206.1898 5636.9428 11.859071388373652 5636.9428 5888.2154 93.22436307102186 5888.2154 6315.977 135.16073766614917 7787.7165 8499.6555 2006ax "" "" "" +CMFGEN 1.04 -1.8800000000192085 -3.985873704097856 3997.6883 4147.2553 -67.94330955082953 4147.2553 4452.372 805.3444730446065 4500.2335 5547.2026 160.01501094312394 5200.2071 5654.8908 -2.418421401052705 5654.8908 5801.4665 251.08731078038295 5801.4665 6597.163 463.9333505449096 7500.5478 8897.5037 2006ax "" "" "" +CMFGEN 1.02 -1.8800000000192085 7.369079221952721 3997.6883 4147.2553 -82.88946414377051 4147.2553 4452.372 772.209060784538 4500.2335 5547.2026 232.84278739471324 5152.3457 5627.9688 -2.0941326627880907 5627.9688 5801.4665 196.73218510234972 5801.4665 6597.163 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5502.32953484831 167.50383552204758 5550.52055101039 5875.80991010439 269.6856873254193 5875.80991010439 6517.35281276202 "" "" "" 2006ef "" "" "" +CMFGEN 1.02 54046.279999999795 -0.003436598064143745 3996.36027978346 4002.38415680372 449.1667778290603 3996.36027978346 4689.10613711329 237.45847807612483 4689.10613711329 5231.25506893664 38.528157676925986 5231.25506893664 5502.32953484831 172.98733494163974 5550.52055101039 5872.79797159426 229.78691576320242 5872.79797159426 6514.34087425189 "" "" "" 2006ef "" "" "" +CMFGEN 1.4 54046.279999999795 0.12782305255021126 3999.37221829359 4035.51548041515 386.57248631480167 4035.51548041515 4683.08226009303 242.82296281619878 4683.08226009303 5225.23119191638 37.12966163722609 5225.23119191638 5502.32953484831 173.32497033696166 5550.52055101039 5872.79797159426 212.3671032041779 5872.79797159426 6511.32893574176 "" "" "" 2006ef "" "" "" +CMFGEN 1.7 54046.279999999795 -0.008351901060918054 3993.34834127333 4002.38415680372 494.2200945927417 3993.34834127333 4683.08226009303 121.11987519403576 4683.08226009303 5050.53875832885 45.665933332606315 5249.32669999742 5502.32953484831 177.61201118027586 5550.52055101039 5884.84572563478 311.2737573987466 5884.84572563478 6550.48413637345 "" "" "" 2006ef "" "" "" +OBSERVED "" 54025.33999999985 2.1299600387065523 3981.39971204371 4002.50200658512 317.99423349115915 4002.50200658512 4638.58545633333 379.8106900586637 4638.58545633333 5533.9256675903 21.804410096417485 5286.72736010521 5533.9256675903 100.92773890210482 5555.02796213171 5859.50392622919 240.84161331113387 5859.50392622919 6501.61660298924 "" "" "" 2006ef "" "" "" +CMFGEN 1.04 54025.33999999985 0.0 3999.48739307921 4002.50200658512 463.17785269667513 3999.48739307921 4692.84849943982 111.81804882752456 4692.84849943982 5051.58750664379 29.638798016910787 5235.47893050464 5500.76491902522 165.72606016387846 5552.01334862579 5877.59160726469 269.9184017404731 5877.59160726469 6519.70428402473 "" "" "" 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5500.76491902522 175.66444559170552 5552.01334862579 5886.63544778243 311.3126767146823 5886.63544778243 6549.85041908389 "" "" "" 2006ef "" "" "" +OBSERVED "" 54006.14000000013 6.775250473095681 3960.327 4011.1227 308.5587353269317 3960.327 4626.6461 417.72813701687255 4626.6461 5520.0515 16.051030916372266 5298.9412 5564.8712 62.430092782603275 5564.8712 5833.7892 248.29061525481313 5833.7892 6538.952 478.1132994685463 7740.1192 8726.1519 2006ef "" "" "" +CMFGEN 1.04 54006.14000000013 3.317346397579778e-16 3999.1707 4002.1587 462.8037672561114 3999.1707 4695.3696 112.50032987968967 4695.3696 5050.939 31.543686256461033 5236.1936 5502.1237 165.39160252755028 5552.9193 5875.6209 269.7442465601205 5875.6209 6518.0362 489.94329451548316 7859.6383 8899.4546 2006ef "" "" "" +CMFGEN 1.02 54006.14000000013 -0.0031070030124805033 3996.1828 4002.1587 449.9537056502727 3996.1828 4686.4057 236.5716531374767 4686.4057 5230.2177 37.69257244823178 5230.2177 5502.1237 170.858769963132 5552.9193 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5552.95277191239 5820.83609591665 46.09566949792389 5820.83609591665 6332.52334401467 "" "" "" 2006ef "" "" "" +CMFGEN 1.04 54071.25999999978 -0.0016241182282966597 3996.82155269663 4002.84140267426 464.0207890505103 3996.82155269663 4695.12415010099 112.43614892141701 4695.12415010099 5050.2952987808 31.660927897440217 5236.91064808714 5501.78404710258 165.49875847844316 5552.95277191239 5875.01474571526 269.74846940063793 5875.01474571526 6519.13869332101 "" "" "" 2006ef "" "" "" +CMFGEN 1.02 54071.25999999978 -0.0038563309497134635 3996.82155269663 4002.84140267426 448.864579007147 3996.82155269663 4689.10430012337 237.35257656390087 4689.10430012337 5230.89079810951 37.83781828217913 5230.89079810951 5501.78404710258 170.93799851811596 5552.95277191239 5872.00482072645 229.5692985240006 5872.00482072645 6513.11884334338 "" "" "" 2006ef "" "" "" +CMFGEN 1.4 54071.25999999978 0.09683527761871098 3999.83147768544 4035.95057755119 386.2761861089036 4035.95057755119 4683.08445014575 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35.05954180390346 5228.9752 5500.1968 172.71449317459508 5550.8646 5872.754 229.62016727295034 5872.754 6513.5523 589.6508242632354 7851.7776 8897.9181 2006ej "" "" "" +CMFGEN 1.4 54004.12000000011 0.12225410634337938 3998.0463 4036.7923 386.7772393553465 4036.7923 4680.571 242.36009124320393 4680.571 5225.9947 35.824408142897184 5225.9947 5500.1968 173.04082870659244 5550.8646 5872.754 212.22104808693675 5872.754 6510.5718 579.5785128778718 7854.7581 8897.9181 2006ej "" "" "" +CMFGEN 1.7 54004.12000000011 -0.005968861852693996 3992.0854 4001.0268 494.9624348070962 3992.0854 4683.5515 121.195074311958 4683.5515 5050.1477 43.760253558631774 5249.8384 5500.1968 177.3955610999538 5550.8646 5884.6758 311.3613818257993 5884.6758 6552.2982 649.0533999391633 7860.719 8871.094 2006ej "" "" "" +OBSERVED "" 54013.06999999983 "" "" "" "" "" "" 91.80642041082186 4626.0154 5361.4833 30.241539335227706 5283.3805 5667.3859 11.58180954298298 5667.3859 5817.0829 48.99298014929379 5817.0829 6380.0738 84.55008987014408 7551.6156 8280.5749 2006ej "" "" "" +CMFGEN 1.04 54013.06999999983 "" "" "" "" "" "" 112.11122134327613 4694.3553 5052.3264 29.466153513401398 5234.5663 5501.4174 151.13783544575142 5550.2317 5937.4913 273.2893328919438 5937.4913 6520.0079 489.5525613090505 7860.7724 8898.8886 2006ej "" "" "" +CMFGEN 1.02 54013.06999999983 "" "" "" "" "" "" 237.02774563017547 4687.8468 5231.312 37.62002278191002 5231.312 5501.4174 173.34988045940037 5550.2317 5872.4057 229.582613405211 5872.4057 6513.4994 590.4257348120195 7851.0096 8898.8886 2006ej "" "" "" +CMFGEN 1.4 54013.06999999983 "" "" "" "" "" "" 242.20233020458141 4681.3382 5224.8034 36.038751496367915 5224.8034 5501.4174 173.64717784603218 5550.2317 5872.4057 212.15291563204494 5872.4057 6510.2451 580.4974391239938 7854.2639 8898.8886 2006ej "" "" "" +CMFGEN 1.7 54013.06999999983 "" "" "" "" "" "" 120.07941060580708 4681.3382 5052.3264 45.83727527810513 5250.8377 5501.4174 177.7765087547756 5550.2317 5885.4228 311.4608804079541 5885.4228 6552.5508 648.7978589369982 7860.7724 8872.8544 2006ej "" "" "" +OBSERVED "" 54031.27000000002 4.046487828940683 3955.6280526896 4000.66708420249 334.80473130669293 3955.6280526896 4619.2031169794 396.01752282657714 4619.2031169794 5471.9421136233 28.686618549157206 5279.77557916833 5559.0175745482 105.6701746790294 5559.0175745482 5844.26477412979 256.2731976580991 5844.26477412979 6522.85284892388 "" "" "" 2006ej "" "" "" +CMFGEN 1.04 54031.27000000002 -6.667115972325851e-16 3997.66448210163 4000.66708420249 464.0752804265429 3997.66448210163 4694.26816950087 112.09120942971383 4694.26816950087 5051.57781950307 30.163004468745335 5234.73654765545 5501.96813463189 151.43400684602565 5550.00976824563 5937.34543925641 273.2765021948875 5937.34543925641 6519.85024682302 "" "" "" 2006ej "" "" "" +CMFGEN 1.02 54031.27000000002 0.0 3997.66448210163 4000.66708420249 448.92219198362466 3997.66448210163 4688.26296529915 237.21889892119398 4688.26296529915 5231.7339455546 38.327774469477504 5231.7339455546 5501.96813463189 173.1924959584429 5550.00976824563 5874.29079513838 229.73560741147963 5874.29079513838 6513.8450426213 "" "" "" 2006ej "" "" "" +CMFGEN 1.4 54031.27000000002 0.14049141752387367 3997.66448210163 4036.69830941279 386.4028530937102 4036.69830941279 4682.25776109743 242.62699624674923 4682.25776109743 5225.72874135288 37.00710806372717 5225.72874135288 5501.96813463189 173.59800410030624 5550.00976824563 5874.29079513838 212.31196139546833 5874.29079513838 6510.84244052044 "" "" "" 2006ej "" "" "" +CMFGEN 1.7 54031.27000000002 -0.006092178147384669 3991.65927789991 4000.66708420249 495.39002899383746 3991.65927789991 4682.25776109743 120.55520791292217 4682.25776109743 5051.57781950307 45.54012930989237 5249.74955815975 5501.96813463189 177.71550976858856 5550.00976824563 5886.30120354181 311.1882889671912 5886.30120354181 6549.87626783161 "" "" "" 2006ej "" "" "" +OBSERVED "" 54003.029999999795 70.28491621679174 3942.4418 4110.5234 250.12110259220316 3942.4418 4568.4008 451.88476065794083 4568.4008 5417.5026 40.10449815641604 5284.1965 5608.7678 90.71764872709294 5608.7678 5927.5433 316.18040940991517 5927.5433 6559.2982 "" "" "" 2006eq "" "" "" +CMFGEN 1.04 54003.029999999795 -6.43463060612234e-16 3997.503 4000.4009 464.1120265272454 3997.503 4695.911 112.35146820854456 4695.911 5052.3598 29.66135270333966 5234.9312 5501.5434 150.98962334295413 5550.8087 5936.2371 273.13787215854086 5936.2371 6518.7268 "" "" "" 2006eq "" "" "" +CMFGEN 1.02 54003.029999999795 0.0 3997.503 4000.4009 449.6984798631172 3997.503 4687.2171 235.9285334206907 4687.2171 5229.1353 36.13812878956448 5229.1353 5501.5434 172.8514261880886 5550.8087 5872.4821 229.42608376827354 5872.4821 6512.9309 "" "" "" 2006eq "" "" "" +CMFGEN 1.4 54003.029999999795 0.20995171020206735 3997.503 4035.1764 388.11221696549813 4035.1764 4681.4212 242.3629626211091 4681.4212 5226.2373 36.80440593674864 5226.2373 5501.5434 173.14678992549688 5550.8087 5872.4821 212.29817525338365 5872.4821 6512.9309 "" "" "" 2006eq "" "" "" +CMFGEN 1.7 54003.029999999795 -0.005261943048139752 3991.7071 4000.4009 495.2421411477872 3991.7071 4684.3191 120.73059963512213 4684.3191 5052.3598 44.613084150481534 5249.421 5501.5434 176.83197996578198 5550.8087 5886.9718 311.28375543927393 5886.9718 6550.6043 "" "" "" 2006eq "" "" "" +OBSERVED "" 54004.04000000004 35.69238474441331 3919.2581 4009.0948 268.3791569151601 3919.2581 4603.1763 340.09523893960784 4603.1763 5533.4209 57.81950067813046 5284.1965 5553.7066 60.190488440119815 5553.7066 5840.6045 247.9152030523784 5840.6045 6541.9104 "" "" "" 2006eq "" "" "" +CMFGEN 1.04 54004.04000000004 -6.43463060612234e-16 3997.503 4000.4009 464.1120265272454 3997.503 4695.911 112.35146820854456 4695.911 5052.3598 29.66135270333966 5234.9312 5501.5434 150.98962334295413 5550.8087 5936.2371 273.13787215854086 5936.2371 6518.7268 "" "" "" 2006eq "" "" "" +CMFGEN 1.02 54004.04000000004 0.0 3997.503 4000.4009 449.6984798631172 3997.503 4687.2171 235.9285334206907 4687.2171 5229.1353 36.13812878956448 5229.1353 5501.5434 172.8514261880886 5550.8087 5872.4821 229.42608376827354 5872.4821 6512.9309 "" "" "" 2006eq "" "" "" +CMFGEN 1.4 54004.04000000004 0.20995171020206735 3997.503 4035.1764 388.11221696549813 4035.1764 4681.4212 242.3629626211091 4681.4212 5226.2373 36.80440593674864 5226.2373 5501.5434 173.14678992549688 5550.8087 5872.4821 212.29817525338365 5872.4821 6512.9309 "" "" "" 2006eq "" "" "" +CMFGEN 1.7 54004.04000000004 -0.005261943048139752 3991.7071 4000.4009 495.2421411477872 3991.7071 4684.3191 120.73059963512213 4684.3191 5052.3598 44.613084150481534 5249.421 5501.5434 176.83197996578198 5550.8087 5886.9718 311.28375543927393 5886.9718 6550.6043 "" "" "" 2006eq "" "" "" +OBSERVED "" 19.949999999866122 "" "" "" "" "" "" 302.23284701815 4640.9675 5290.728 6.8061685953698134 5290.728 5508.3978 86.35582900633412 5566.8763 5882.0102 162.69851510101415 5882.0102 6424.5603 478.83387418475354 7584.383 8731.2104 2006et "" "" "" +CMFGEN 1.04 19.949999999866122 "" "" "" "" "" "" 128.37897732676117 4501.2689 5063.3118 28.134934629900744 5151.0295 5511.6467 -1.575340277144927 5550.6323 5800.7901 146.36049469909693 5800.7901 6268.6177 43.89419297227353 7681.847 8292.622 2006et "" "" "" +CMFGEN 1.02 19.949999999866122 "" "" "" "" "" "" 306.9659160160067 4501.2689 5277.7328 117.97055887732584 5277.7328 5696.8284 -3.4531666135551866 5696.8284 5800.7901 49.378096606249684 5800.7901 6284.8618 407.1520919728555 7503.1629 8552.5262 2006et "" "" "" +CMFGEN 1.4 19.949999999866122 "" "" "" "" "" "" 682.7858704823552 4501.2689 5547.3835 189.80445413838254 5154.2783 5589.6179 50.13895321314092 5589.6179 5998.9671 54.46842492398538 5998.9671 6599.9956 336.86022753061354 7503.1629 8896.8994 2006et "" "" "" +CMFGEN 1.7 19.949999999866122 "" "" "" "" "" "" 158.5543411275302 4501.2689 5076.3071 28.114404532278606 5151.0295 5501.9002 31.13863255171315 5550.6323 5800.7901 131.25568606512937 5800.7901 6268.6177 207.56161270738207 7503.1629 8393.3349 2006et "" "" "" +OBSERVED "" 19.94000000008964 8.564423840820607 3979.9251 4025.1682 312.2894622792759 3979.9251 4627.7242 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006et 122.00464458601037 3687.9014 3979.9251 +CMFGEN 1.04 19.94000000008964 -0.008394616726138431 3998.4337 4006.6597 89.54697179458348 4006.6597 4454.9778 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006et 159.04109613066674 3500.7594 4006.6597 +CMFGEN 1.02 19.94000000008964 58.27342204962663 3901.7779 4148.5585 72.36456811974605 4148.5585 4454.9778 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006et 73.59546204739951 3798.9527 4099.2024 +CMFGEN 1.4 19.94000000008964 17.49317325997353 3998.4337 4148.5585 -97.62894358381743 4148.5585 4450.8648 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006et 144.02105976237237 3761.9356 4099.2024 +CMFGEN 1.7 19.94000000008964 -0.026189394056551796 3998.4337 4014.8857 78.64552187661269 4014.8857 4450.8648 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006et 19.28493102253588 3798.9527 4014.8857 +OBSERVED "" 25.980000000126893 1.19503050650797 3955.6089 4000.2405 305.9356854227406 3955.6089 4642.9352 358.29510505609096 4642.9352 5443.3282 9.554863918619004 5294.5563 5523.6651 75.57081137720752 5550.444 5871.7914 196.8618574388907 5871.7914 6514.4861 411.7110455313999 7674.9072 8737.1388 2006et "" "" "" +CMFGEN 1.04 25.980000000126893 4.56613474059201 3919.9036 4053.7984 83.76075721028201 4053.7984 4520.9422 124.49116284970614 4520.9422 5104.1282 57.597464572751505 5151.7352 5568.2966 1.6127587488047481 5568.2966 5800.3809 163.43981453901168 5800.3809 6300.2545 52.225641069680236 7502.3318 8397.9388 2006et "" "" "" +CMFGEN 1.02 25.980000000126893 -0.8638322629282906 3997.265 4047.8475 105.89105848483382 4047.8475 4461.4335 129.01957293331378 4500.1142 5050.5703 60.61044684257726 5151.7352 5565.3212 22.722012466295464 5565.3212 5815.2581 169.64287644242944 5815.2581 6309.1809 61.52743213434786 7725.4897 8389.0125 2006et "" "" "" +CMFGEN 1.4 25.980000000126893 -0.6319391572624677 3997.265 4044.8721 86.17196675453037 4044.8721 4458.458 152.95466427933894 4500.1142 5050.5703 45.14829836086337 5151.7352 5520.6896 43.522442652174746 5550.444 5830.1352 147.1040027378436 5830.1352 6306.2054 12.729824699520439 7957.5739 8418.7669 2006et "" "" "" +CMFGEN 1.7 25.980000000126893 16.263662449660462 3902.051 4047.8475 67.31049874863102 4047.8475 4461.4335 123.54134959606665 4512.0159 5121.9808 72.83224823015334 5151.7352 5583.1738 9.734209952757384 5583.1738 5818.2335 145.1294319377031 5818.2335 6306.2054 72.14575274607711 7677.8826 8433.6441 2006et "" "" "" +OBSERVED "" 10.040000000182772 40.44628435771886 3905.0264 4068.6756 219.20569474752128 3905.0264 4541.7703 238.82798515045613 4541.7703 5235.0475 67.1553519255793 5235.0475 5604.0019 38.983622660086354 5604.0019 5865.8405 104.49078234447984 5865.8405 6291.3282 288.1368976046415 7853.4335 8389.0125 2006et "" "" "" 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11.78638542228726 3997.265 4149.0124 113.2406316131295 4149.0124 4473.3352 634.0214615688319 4500.1142 5547.4686 39.9581462247749 5297.5317 5663.5107 -5.0592279334323065 5663.5107 5800.3809 220.52659962712858 5800.3809 6582.9212 593.1861023581977 7502.3318 8847.23 2006et "" "" "" +OBSERVED "" 11.00000000014552 30.880805066304287 3919.9036 4083.5528 222.70458117104903 3919.9036 4568.5493 253.3894685336408 4568.5493 5229.0966 47.73909769970996 5229.0966 5547.4686 46.800072793246215 5556.3949 5880.7177 114.03639974116595 5880.7177 6332.9844 401.9829405001092 7820.7037 8796.6476 2006et "" "" "" +CMFGEN 1.04 11.00000000014552 -4.171647474728618 3997.265 4149.0124 -68.13485221475547 4149.0124 4452.5072 803.8898581864078 4500.1142 5547.4686 155.9058618357847 5205.2931 5654.5844 -2.4469602562986803 5654.5844 5800.3809 252.3333946304443 5800.3809 6597.7984 461.46756688564597 7502.3318 8897.8125 2006et "" "" "" +CMFGEN 1.02 11.00000000014552 7.413671059426037 3997.265 4149.0124 -82.69832361978983 4149.0124 4452.5072 770.8549042982766 4500.1142 5547.4686 232.73940711413732 5151.7352 5627.8054 -2.117176129982028 5627.8054 5800.3809 197.24960481532776 5800.3809 6597.7984 452.72543516136193 7502.3318 8897.8125 2006et "" "" "" +CMFGEN 1.4 11.00000000014552 18.146173723877858 3997.265 4149.0124 -100.51065834000369 4149.0124 4452.5072 684.2671335888172 4500.1142 5547.4686 189.93476566549595 5154.7107 5589.1247 50.34055742688726 5589.1247 5999.7352 54.456091618882944 5999.7352 6597.7984 338.12067852523205 7502.3318 8897.8125 2006et "" "" "" +CMFGEN 1.7 11.00000000014552 11.78638542228726 3997.265 4149.0124 113.2406316131295 4149.0124 4473.3352 634.0214615688319 4500.1142 5547.4686 39.9581462247749 5297.5317 5663.5107 -5.0592279334323065 5663.5107 5800.3809 220.52659962712858 5800.3809 6582.9212 593.1861023581977 7502.3318 8847.23 2006et "" "" "" +OBSERVED "" 76.96000000010827 9.433113064398192 3999.81836052813 4140.68492845902 45.14973716553162 4140.68492845902 4620.23069162802 61.17221990455559 4620.23069162802 5549.35060776794 8.185697503718885 5297.58908210422 5558.34209082736 25.69520520137677 5558.34209082736 5935.98437932294 261.3020197027854 5935.98437932294 6568.38535450205 "" "" "" 2006et "" "" "" +CMFGEN 1.04 76.96000000010827 -0.7219589866306078 3963.85242829046 4002.81552154794 275.2495159057845 3963.85242829046 4650.20230182608 229.35577634207223 4650.20230182608 5204.67709049022 9.836433617158804 5204.67709049022 5537.36196368871 127.94629654472183 5552.34776878774 5861.05535382778 42.72492969243986 5861.05535382778 6202.73171008569 "" "" "" 2006et "" "" "" +CMFGEN 1.02 76.96000000010827 -1.7140674402919154 3954.86094523104 4002.81552154794 283.9542372357872 3954.86094523104 4635.21649672705 289.47042768216215 4635.21649672705 5312.57488720325 2.276323736241252 5297.58908210422 5522.37615858968 100.81679419114789 5552.34776878774 5852.06387076836 162.86912958491746 5852.06387076836 6475.47336288805 "" "" "" 2006et "" "" "" 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147.5388248085773 5800.114 6267.3526 42.70864144754211 7675.6956 8292.0528 2006et "" "" "" +CMFGEN 1.02 19.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 57.393435047376485 5800.114 6353.51 405.0745591000374 7506.6945 8553.8389 2006et "" "" "" +CMFGEN 1.4 19.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 54.56524230569354 5998.9389 6598.7274 341.89174002277355 7500.067 8898.4688 2006et "" "" "" +CMFGEN 1.7 19.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 131.77177762097523 5803.4278 6267.3526 198.91867233755235 7500.067 8391.4653 2006et "" "" "" +OBSERVED "" 54005.04000000004 7.66741345028955 3954.0319 4022.0305 288.6570402684413 3954.0319 4592.6276 288.3873143601819 4592.6276 5278.5266 -0.5842847223103608 5278.5266 5503.2177 80.9689706767266 5559.3904 5878.6883 162.4217323011636 5878.6883 6410.8513 386.7587987736972 7690.9991 8681.4137 2006ev "" "" "" +CMFGEN 1.04 54005.04000000004 3.282374372304534e-16 3998.3788 4001.3353 464.74981528897865 3998.3788 4696.1037 111.94444764679592 4696.1037 5050.8791 29.211355231355167 5237.1362 5500.2612 151.12234445294374 5550.5211 5937.8175 273.09515338740505 5937.8175 6520.2404 488.72079936079655 7859.5174 8897.2354 2006ev "" "" "" +CMFGEN 1.02 54005.04000000004 6.564748744609068e-16 3998.3788 4001.3353 450.5358583177293 3998.3788 4687.2343 235.70046970353144 4687.2343 5231.2232 35.781579203033765 5231.2232 5500.2612 173.17863863914903 5550.5211 5872.7754 229.27210004544497 5872.7754 6514.3275 589.5410849557993 7850.648 8897.2354 2006ev "" "" "" +CMFGEN 1.4 54005.04000000004 0.10971197123354269 3998.3788 4036.8128 388.5048155371203 4036.8128 4681.3214 241.3469138968684 4681.3214 5225.3103 34.703671143169814 5225.3103 5500.2612 173.44770691608693 5550.5211 5872.7754 211.92121556075577 5872.7754 6511.371 578.9564716357512 7856.561 8897.2354 2006ev "" "" "" +CMFGEN 1.7 54005.04000000004 -0.005975422402112272 3992.4659 4001.3353 495.7968349217818 3992.4659 4684.2779 120.59659018058609 4684.2779 5050.8791 44.4965912991249 5251.9185 5500.2612 178.04551730432328 5550.5211 5884.6012 310.8209679174699 5884.6012 6552.7615 649.2146275835314 7862.4739 8870.6272 2006ev "" "" "" +OBSERVED "" 54019.049999999814 7.723752492496288 3951.0754 4033.8563 252.64365955750708 3951.0754 4598.5405 407.08397917597523 4598.5405 5547.5646 34.09616584184823 5296.2654 5547.5646 50.185467450539896 5550.5211 5834.3414 254.00140129197948 5834.3414 6567.5438 450.75347743189536 7776.7365 8642.9797 2006ev "" "" "" +CMFGEN 1.04 54019.049999999814 3.282374372304534e-16 3998.3788 4001.3353 464.74981528897865 3998.3788 4696.1037 111.94444764679592 4696.1037 5050.8791 29.211355231355167 5237.1362 5500.2612 151.12234445294374 5550.5211 5937.8175 273.09515338740505 5937.8175 6520.2404 488.72079936079655 7859.5174 8897.2354 2006ev "" "" "" +CMFGEN 1.02 54019.049999999814 6.564748744609068e-16 3998.3788 4001.3353 450.5358583177293 3998.3788 4687.2343 235.70046970353144 4687.2343 5231.2232 35.781579203033765 5231.2232 5500.2612 173.17863863914903 5550.5211 5872.7754 229.27210004544497 5872.7754 6514.3275 589.5410849557993 7850.648 8897.2354 2006ev "" "" "" +CMFGEN 1.4 54019.049999999814 0.10971197123354269 3998.3788 4036.8128 388.5048155371203 4036.8128 4681.3214 241.3469138968684 4681.3214 5225.3103 34.703671143169814 5225.3103 5500.2612 173.44770691608693 5550.5211 5872.7754 211.92121556075577 5872.7754 6511.371 578.9564716357512 7856.561 8897.2354 2006ev "" "" "" +CMFGEN 1.7 54019.049999999814 -0.005975422402112272 3992.4659 4001.3353 495.7968349217818 3992.4659 4684.2779 120.59659018058609 4684.2779 5050.8791 44.4965912991249 5251.9185 5500.2612 178.04551730432328 5550.5211 5884.6012 310.8209679174699 5884.6012 6552.7615 649.2146275835314 7862.4739 8870.6272 2006ev "" "" "" +OBSERVED "" 54013.029999999795 162.2351767667492 3952.8388 4094.8744 341.7686164018027 4094.8744 4466.1039 449.5052653919536 4656.5607 5373.195 62.06904279376592 5276.3525 5512.0025 111.35939816000007 5563.6518 5909.0566 218.34160295635607 5909.0566 6483.6553 487.6642367377356 7732.9231 8591.593 2006ev "" "" "" +CMFGEN 1.04 54013.029999999795 0.0 3998.0319 4001.26 465.1171845801496 3998.0319 4695.2977 111.75465516937537 4695.2977 5050.3867 31.65533623156553 5237.6155 5502.3183 150.77914645391377 5550.7395 5938.1094 273.0723928925447 5938.1094 6519.1642 489.2535537970892 7858.8183 8898.2608 2006ev "" "" "" +CMFGEN 1.02 54013.029999999795 0.0 3998.0319 4001.26 450.3855866504367 3998.0319 4688.8415 236.03146754842206 4688.8415 5231.1594 37.5024795438465 5231.1594 5502.3183 172.83692417907997 5550.7395 5873.5477 229.15797331759882 5873.5477 6512.708 590.0685935328315 7852.3621 8898.2608 2006ev "" "" "" +CMFGEN 1.4 54013.029999999795 0.12443636547443952 3998.0319 4036.7689 388.2629989588534 4036.7689 4682.3854 241.40450163320526 4682.3854 5224.7032 35.89280052247598 5224.7032 5502.3183 173.15049712488013 5550.7395 5873.5477 212.07818176851367 5873.5477 6512.708 580.0609912122095 7855.5902 8898.2608 2006ev "" "" "" +CMFGEN 1.7 54013.029999999795 -0.0084342737845281 3991.5758 4001.26 496.58399465308906 3991.5758 4682.3854 120.24653496903132 4682.3854 5050.3867 45.81615718658752 5250.5279 5502.3183 177.29176116582835 5550.7395 5886.4601 310.9701060391653 5886.4601 6551.445 649.0930998588237 7862.0464 8872.4361 2006ev "" "" "" +OBSERVED "" 54003.12999999989 26.855880652442913 3903.772 4042.7257 306.1677563011919 3903.772 4625.1486 358.43871900961665 4625.1486 5420.4368 24.4430355823645 5266.7008 5512.0871 87.333209494275 5580.0857 5911.2094 194.10290939782539 5911.2094 6514.3275 402.7116832386246 7936.3854 8690.2831 2006ev "" "" "" +CMFGEN 1.04 54003.12999999989 3.282374372304534e-16 3998.3788 4001.3353 464.74981528897865 3998.3788 4696.1037 111.94444764679592 4696.1037 5050.8791 29.211355231355167 5237.1362 5500.2612 151.12234445294374 5550.5211 5937.8175 273.09515338740505 5937.8175 6520.2404 488.72079936079655 7859.5174 8897.2354 2006ev "" "" "" +CMFGEN 1.02 54003.12999999989 6.564748744609068e-16 3998.3788 4001.3353 450.5358583177293 3998.3788 4687.2343 235.70046970353144 4687.2343 5231.2232 35.781579203033765 5231.2232 5500.2612 173.17863863914903 5550.5211 5872.7754 229.27210004544497 5872.7754 6514.3275 589.5410849557993 7850.648 8897.2354 2006ev "" "" "" +CMFGEN 1.4 54003.12999999989 0.10971197123354269 3998.3788 4036.8128 388.5048155371203 4036.8128 4681.3214 241.3469138968684 4681.3214 5225.3103 34.703671143169814 5225.3103 5500.2612 173.44770691608693 5550.5211 5872.7754 211.92121556075577 5872.7754 6511.371 578.9564716357512 7856.561 8897.2354 2006ev "" "" "" +CMFGEN 1.7 54003.12999999989 -0.005975422402112272 3992.4659 4001.3353 495.7968349217818 3992.4659 4684.2779 120.59659018058609 4684.2779 5050.8791 44.4965912991249 5251.9185 5500.2612 178.04551730432328 5550.5211 5884.6012 310.8209679174699 5884.6012 6552.7615 649.2146275835314 7862.4739 8870.6272 2006ev "" "" "" +OBSERVED "" 54005.16000000015 24.85813388044023 3915.9751 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5826.28424937511 6306.25484761399 "" "" "" 2006gj "" "" "" +CMFGEN 1.7 25.349999999889405 16.317331857512524 3900.43948873963 4046.51749689929 68.53422761809898 4046.51749689929 4460.90205065832 120.38646762897994 4505.61980825821 5119.74367929677 67.87257004195416 5152.5367015367 5581.82717449569 12.019653221377753 5581.82717449569 5835.22780089509 147.67567973631947 5835.22780089509 6306.25484761399 "" "" "" 2006gj "" "" "" +OBSERVED "" 3.3200000000942964 23.025648783789265 3931.8336 4073.7962 167.08459916147575 3931.8336 4561.7927 171.69221813139427 4561.7927 5236.1152 83.34587557337763 5236.1152 5591.0217 50.90892827356902 5591.0217 5948.8859 121.61118896468635 5948.8859 6362.9435 284.4297758682408 7850.5935 8598.8548 2006gj "" "" "" +CMFGEN 1.04 3.3200000000942964 -4.016029458650309 3999.8573 4147.7351 -67.53931523727056 4147.7351 4452.3632 806.7689669858203 4502.6416 5549.616 159.14000403669672 5203.5821 5653.1304 -2.7645959858765714 5653.1304 5801.0081 251.79648391577683 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8847.2894 2006gj "" "" "" +OBSERVED "" 5.2800000000570435 27.154179389703753 3949.5789 4091.5415 209.47877150791993 3949.5789 4570.6654 199.9307035563558 4570.6654 5242.0303 79.17930388272927 5242.0303 5632.4275 45.67274022900323 5632.4275 5922.2679 130.36206831277428 5922.2679 6389.5615 299.73315959862043 7856.5086 8643.2182 2006gj "" "" "" +CMFGEN 1.04 5.2800000000570435 -4.016029458650309 3999.8573 4147.7351 -67.53931523727056 4147.7351 4452.3632 806.7689669858203 4502.6416 5549.616 159.14000403669672 5203.5821 5653.1304 -2.7645959858765714 5653.1304 5801.0081 251.79648391577683 5801.0081 6599.5479 462.850059952617 7501.6021 8897.5678 2006gj "" "" "" +CMFGEN 1.02 5.2800000000570435 6.868855770944761 3999.8573 4147.7351 -82.37389861426895 4147.7351 4452.3632 777.2661808524549 4502.6416 5549.616 232.24833138091543 5153.3036 5629.4699 -1.8457183558653827 5629.4699 5801.0081 197.7923586411137 5801.0081 6599.5479 455.57040029685686 7501.6021 8897.5678 2006gj "" "" "" +CMFGEN 1.4 5.2800000000570435 16.81130296278357 3999.8573 4147.7351 -100.47408971707402 4147.7351 4452.3632 691.3276153409415 4502.6416 5549.616 194.76766341771093 5150.3461 5588.0642 49.899338868632626 5588.0642 5999.1643 55.71467009136887 5999.1643 6599.5479 341.9409192333289 7501.6021 8897.5678 2006gj "" "" "" +CMFGEN 1.7 5.2800000000570435 11.17415329634 3999.8573 4147.7351 115.53014658480458 4147.7351 4473.0661 638.3820714107223 4502.6416 5549.616 37.730543866628565 5298.2238 5673.8333 -3.5617534129756656 5673.8333 5801.0081 219.5731981285926 5801.0081 6581.8025 594.3858612634383 7501.6021 8847.2894 2006gj "" "" "" +OBSERVED "" 6.2800000000570435 23.573809475724627 3952.5365 4082.6689 225.87320182694046 3952.5365 4626.8589 204.9091071005875 4626.8589 5250.903 57.93088088968759 5250.903 5582.1491 48.07618047680175 5582.1491 5910.4376 130.8035188744 5910.4376 6386.6039 255.38170624485892 7874.2539 8660.9635 2006gj "" "" "" +CMFGEN 1.04 6.2800000000570435 -4.016029458650309 3999.8573 4147.7351 -67.53931523727056 4147.7351 4452.3632 806.7689669858203 4502.6416 5549.616 159.14000403669672 5203.5821 5653.1304 -2.7645959858765714 5653.1304 5801.0081 251.79648391577683 5801.0081 6599.5479 462.850059952617 7501.6021 8897.5678 2006gj "" "" "" +CMFGEN 1.02 6.2800000000570435 6.868855770944761 3999.8573 4147.7351 -82.37389861426895 4147.7351 4452.3632 777.2661808524549 4502.6416 5549.616 232.24833138091543 5153.3036 5629.4699 -1.8457183558653827 5629.4699 5801.0081 197.7923586411137 5801.0081 6599.5479 455.57040029685686 7501.6021 8897.5678 2006gj "" "" "" +CMFGEN 1.4 6.2800000000570435 16.81130296278357 3999.8573 4147.7351 -100.47408971707402 4147.7351 4452.3632 691.3276153409415 4502.6416 5549.616 194.76766341771093 5150.3461 5588.0642 49.899338868632626 5588.0642 5999.1643 55.71467009136887 5999.1643 6599.5479 341.9409192333289 7501.6021 8897.5678 2006gj "" "" "" +CMFGEN 1.7 6.2800000000570435 11.17415329634 3999.8573 4147.7351 115.53014658480458 4147.7351 4473.0661 638.3820714107223 4502.6416 5549.616 37.730543866628565 5298.2238 5673.8333 -3.5617534129756656 5673.8333 5801.0081 219.5731981285926 5801.0081 6581.8025 594.3858612634383 7501.6021 8847.2894 2006gj "" "" "" +OBSERVED "" 13.2699999998149 49.13136783371246 3918.7784 4009.1982 455.9142412666256 3918.7784 4609.8435 368.56775987696045 4609.8435 5462.3723 18.832194720850634 5278.3036 5504.3529 108.46997733422091 5565.7092 5914.471 200.78460084273678 5914.471 6476.365 513.7186183266656 7642.1336 8672.2726 2006gj "" "" "" +CMFGEN 1.04 13.2699999998149 -4.022835603175093 3999.5103 4148.057 -65.77838023640294 4148.057 4451.609 809.1197517297171 4500.0481 5549.5628 158.9116378795818 5204.0302 5652.8996 -2.825071166591523 5652.8996 5801.4463 251.37526215050013 5801.4463 6599.0775 464.98474181791283 7500.0454 8898.3219 2006gj "" "" "" +CMFGEN 1.02 13.2699999998149 6.9762890652012945 3999.5103 4148.057 -80.87939085144482 4148.057 4451.609 779.455958262881 4500.0481 5549.5628 232.61417795983988 5152.3618 5630.2947 -1.6628829462882933 5630.2947 5801.4463 197.39005408456575 5801.4463 6599.0775 458.09283662160203 7500.0454 8898.3219 2006gj "" "" "" +CMFGEN 1.4 13.2699999998149 17.018128447743397 3999.5103 4148.057 -98.67259362152227 4148.057 4451.609 693.9190040916226 4500.0481 5549.5628 190.84698936953663 5155.5911 5588.3141 49.729918907308914 5588.3141 5998.4321 55.90642339751958 5998.4321 6599.0775 344.44551550411023 7500.0454 8898.3219 2006gj "" "" "" +CMFGEN 1.7 13.2699999998149 11.29282052005528 3999.5103 4148.057 115.42747741687833 4148.057 4470.9846 641.9384904014534 4500.0481 5549.5628 37.95215584195594 5297.6793 5672.2753 -3.8230690610676334 5672.2753 5801.4463 219.19532000160478 5801.4463 6582.9311 597.5777405752151 7500.0454 8846.6535 2006gj "" "" "" +OBSERVED "" 15.210000000202854 49.67409015025064 3948.6459 4044.7115 443.22714197120473 3948.6459 4629.8382 437.50945673718564 4629.8382 5511.8949 42.32322869895121 5284.8308 5511.8949 104.94760865366113 5552.65 5904.8904 208.8439719862178 5904.8904 6463.8175 "" "" "" 2006gt "" "" "" +CMFGEN 1.04 15.210000000202854 -4.203809453277842 3998.1342 4149.5103 -67.29321949546593 4149.5103 4452.2624 805.0298137866469 4501.7508 5549.7389 159.82109425364166 5200.4095 5654.5377 -2.4783286719001243 5654.5377 5800.0916 252.325874084308 5800.0916 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.02 15.210000000202854 7.240600069819938 3998.1342 4149.5103 -81.87459693083258 4149.5103 4452.2624 775.3286437253822 4501.7508 5549.7389 231.39466862145196 5153.8323 5628.338 -2.0415699112729726 5628.338 5800.0916 197.73415777059094 5800.0916 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.4 15.210000000202854 17.875935920252356 3998.1342 4149.5103 -99.43340521547479 4149.5103 4452.2624 688.9319955777304 4501.7508 5549.7389 191.13382572414122 5153.8323 5587.5829 49.77147344818559 5587.5829 5998.0449 55.17848839483759 5998.0449 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.7 15.210000000202854 11.62043565074779 3998.1342 4149.5103 113.69181983097596 4149.5103 4472.64 637.4833242935738 4501.7508 5549.7389 41.54638687285906 5299.3862 5663.271 -5.0897774230939525 5663.271 5800.0916 220.80611958380857 5800.0916 6583.1717 "" "" "" 2006gt "" "" "" +OBSERVED "" 18.179999999942083 6.845889366787245 3977.7567 4024.3339 299.6353262308845 3977.7567 4583.2609 391.10186454329704 4583.2609 5474.0509 23.818763624923456 5299.3862 5535.1835 62.294708885730245 5555.5611 5881.6018 203.33204207052103 5881.6018 6501.6615 "" "" "" 2006gt "" "" "" +CMFGEN 1.04 18.179999999942083 -0.16526081139291562 3998.1342 4050.5336 59.66989371176169 4050.5336 4452.2624 124.47979665541538 4501.7508 5051.9445 8.005393346365008 5150.9212 5500.2506 -8.07571523139132 5698.2039 5800.0916 110.18443833235419 5800.0916 6242.5755 "" "" "" 2006gt "" "" "" +CMFGEN 1.02 18.179999999942083 7.240600069819938 3998.1342 4149.5103 -81.87459693083258 4149.5103 4452.2624 775.3286437253822 4501.7508 5549.7389 231.39466862145196 5153.8323 5628.338 -2.0415699112729726 5628.338 5800.0916 197.73415777059094 5800.0916 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.4 18.179999999942083 17.875935920252356 3998.1342 4149.5103 -99.43340521547479 4149.5103 4452.2624 688.9319955777304 4501.7508 5549.7389 191.13382572414122 5153.8323 5587.5829 49.77147344818559 5587.5829 5998.0449 55.17848839483759 5998.0449 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.7 18.179999999942083 5.562834667144989 3902.0687 4001.0453 277.78702434914794 3902.0687 4487.1954 206.6922677620756 4501.7508 5380.8964 50.338281017769916 5206.2317 5698.2039 0.7066064694887728 5698.2039 5820.4692 84.68889673522403 5820.4692 6332.8189 "" "" "" 2006gt "" "" "" +OBSERVED "" 0.23999999999796273 28.7665816751492 3916.624 4070.9112 203.6802975181319 3916.624 4559.9723 139.31288152510416 4559.9723 5145.099 81.84964131872103 5249.8978 5578.8497 61.955702699238756 5578.8497 5919.4458 131.59486995837298 5919.4458 6388.1294 "" "" "" 2006gt "" "" "" +CMFGEN 1.04 0.23999999999796273 -4.203809453277842 3998.1342 4149.5103 -67.29321949546593 4149.5103 4452.2624 805.0298137866469 4501.7508 5549.7389 159.82109425364166 5200.4095 5654.5377 -2.4783286719001243 5654.5377 5800.0916 252.325874084308 5800.0916 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.02 0.23999999999796273 7.240600069819938 3998.1342 4149.5103 -81.87459693083258 4149.5103 4452.2624 775.3286437253822 4501.7508 5549.7389 231.39466862145196 5153.8323 5628.338 -2.0415699112729726 5628.338 5800.0916 197.73415777059094 5800.0916 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.4 0.23999999999796273 17.875935920252356 3998.1342 4149.5103 -99.43340521547479 4149.5103 4452.2624 688.9319955777304 4501.7508 5549.7389 191.13382572414122 5153.8323 5587.5829 49.77147344818559 5587.5829 5998.0449 55.17848839483759 5998.0449 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.7 0.23999999999796273 11.62043565074779 3998.1342 4149.5103 113.69181983097596 4149.5103 4472.64 637.4833242935738 4501.7508 5549.7389 41.54638687285906 5299.3862 5663.271 -5.0897774230939525 5663.271 5800.0916 220.80611958380857 5800.0916 6583.1717 "" "" "" 2006gt "" "" "" +OBSERVED "" 2.090000000091095 23.200452238873698 3919.5351 4062.178 218.0975975505849 3919.5351 4559.9723 138.22248490884687 4559.9723 5136.3658 89.43400798672424 5246.9868 5593.4051 66.67122826630212 5593.4051 5907.8015 133.0491336325779 5907.8015 6391.0405 "" "" "" 2006gt "" "" "" +CMFGEN 1.04 2.090000000091095 -4.203809453277842 3998.1342 4149.5103 -67.29321949546593 4149.5103 4452.2624 805.0298137866469 4501.7508 5549.7389 159.82109425364166 5200.4095 5654.5377 -2.4783286719001243 5654.5377 5800.0916 252.325874084308 5800.0916 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.02 2.090000000091095 7.240600069819938 3998.1342 4149.5103 -81.87459693083258 4149.5103 4452.2624 775.3286437253822 4501.7508 5549.7389 231.39466862145196 5153.8323 5628.338 -2.0415699112729726 5628.338 5800.0916 197.73415777059094 5800.0916 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.4 2.090000000091095 17.875935920252356 3998.1342 4149.5103 -99.43340521547479 4149.5103 4452.2624 688.9319955777304 4501.7508 5549.7389 191.13382572414122 5153.8323 5587.5829 49.77147344818559 5587.5829 5998.0449 55.17848839483759 5998.0449 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.7 2.090000000091095 11.62043565074779 3998.1342 4149.5103 113.69181983097596 4149.5103 4472.64 637.4833242935738 4501.7508 5549.7389 41.54638687285906 5299.3862 5663.271 -5.0897774230939525 5663.271 5800.0916 220.80611958380857 5800.0916 6583.1717 "" "" "" 2006gt "" "" "" +OBSERVED "" 3.079999999848951 24.490668437244896 3948.6459 4073.8223 219.89668169857853 3948.6459 4571.6166 166.9369928854984 4571.6166 5252.8089 80.08953506953047 5252.8089 5596.3161 59.62083512728358 5596.3161 5913.6237 126.25322380875907 5913.6237 6335.73 "" "" "" 2006gt "" "" "" +CMFGEN 1.04 3.079999999848951 -4.203809453277842 3998.1342 4149.5103 -67.29321949546593 4149.5103 4452.2624 805.0298137866469 4501.7508 5549.7389 159.82109425364166 5200.4095 5654.5377 -2.4783286719001243 5654.5377 5800.0916 252.325874084308 5800.0916 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.02 3.079999999848951 7.240600069819938 3998.1342 4149.5103 -81.87459693083258 4149.5103 4452.2624 775.3286437253822 4501.7508 5549.7389 231.39466862145196 5153.8323 5628.338 -2.0415699112729726 5628.338 5800.0916 197.73415777059094 5800.0916 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.4 3.079999999848951 17.875935920252356 3998.1342 4149.5103 -99.43340521547479 4149.5103 4452.2624 688.9319955777304 4501.7508 5549.7389 191.13382572414122 5153.8323 5587.5829 49.77147344818559 5587.5829 5998.0449 55.17848839483759 5998.0449 6597.7271 "" "" "" 2006gt "" "" "" +CMFGEN 1.7 3.079999999848951 11.62043565074779 3998.1342 4149.5103 113.69181983097596 4149.5103 4472.64 637.4833242935738 4501.7508 5549.7389 41.54638687285906 5299.3862 5663.271 -5.0897774230939525 5663.271 5800.0916 220.80611958380857 5800.0916 6583.1717 "" "" "" 2006gt "" "" "" +OBSERVED "" 54016.47999999998 6.363542375392384 3958.38661707351 4000.64087662033 306.2539820386313 3958.38661707351 4601.25499446439 329.62436223013935 4601.25499446439 5446.34018540075 6.484847808527194 5295.43211559069 5506.70341332478 88.28767467601901 5554.993995664 5890.00991064234 194.80537731347212 5890.00991064234 6484.587705694 "" "" "" 2006hb "" "" "" +CMFGEN 1.04 54016.47999999998 -3.350832274096002e-16 3997.62271522413 4000.64087662033 463.77464221777416 3997.62271522413 4694.81799774663 112.33234309467943 4694.81799774663 5050.96104249838 29.18987294472494 5235.06888766666 5500.66709053238 149.82002558646056 5551.9758342678 5935.28233158536 273.0845199984633 5935.28233158536 6517.78748105221 "" "" "" 2006hb "" "" "" +CMFGEN 1.02 54016.47999999998 0.0 3997.62271522413 4000.64087662033 448.5348476199457 3997.62271522413 4688.78167495423 236.6599722407163 4688.78167495423 5229.03256487426 35.61873913495919 5229.03256487426 5500.66709053238 171.8365165488016 5551.9758342678 5871.90094226514 229.69264048839716 5871.90094226514 6514.76931965601 "" "" "" 2006hb "" "" "" +CMFGEN 1.4 54016.47999999998 0.258451995475357 3997.62271522413 4033.84065197854 387.9212290505144 4033.84065197854 4682.74535216182 242.92995279726125 4682.74535216182 5226.01440347806 36.29842075092793 5226.01440347806 5500.66709053238 172.12173754999637 5551.9758342678 5871.90094226514 212.26473777205712 5871.90094226514 6511.75115825981 "" "" "" 2006hb "" "" "" +CMFGEN 1.7 54016.47999999998 -0.006219965890759804 3991.58639243173 4000.64087662033 495.18044146103034 3991.58639243173 4682.74535216182 120.9150855270797 4682.74535216182 5050.96104249838 44.64245280612892 5250.15969464767 5500.66709053238 175.60719140040004 5551.9758342678 5886.99174924614 311.54264692484423 5886.99174924614 6550.98725641043 "" "" "" 2006hb "" "" "" +OBSERVED "" 54013.33999999985 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 160.99959690480154 5899.1677 6472.9654 362.85451714802764 7787.3624 8724.7876 2006hb "" "" "" +CMFGEN 1.04 54013.33999999985 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 273.21639618762345 5935.8641 6519.6698 489.2194020863626 7860.7551 8898.2613 2006hb "" "" "" +CMFGEN 1.02 54013.33999999985 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 229.59567555408273 5872.4795 6512.9978 589.9607611000515 7850.747 8898.2613 2006hb "" "" "" +CMFGEN 1.4 54013.33999999985 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 212.4462348472952 5872.4795 6512.9978 579.889378008748 7854.083 8898.2613 2006hb "" "" "" +CMFGEN 1.7 54013.33999999985 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 311.17924038812373 5885.8236 6549.6941 648.9079157455675 7860.7551 8871.5731 2006hb "" "" "" +OBSERVED "" 54018.330000000075 4.760343376424599 3970.2281 4018.1553 276.66302966614853 3970.2281 4620.2403 340.5364555545149 4620.2403 5461.9613 12.843232764722872 5294.2162 5500.9021 70.44470746296501 5554.8202 5872.3377 196.28681288101734 5872.3377 6501.3818 432.4591245424153 7702.5565 8643.1272 2006hb "" "" "" +CMFGEN 1.04 54018.330000000075 0.0 3997.1871 4000.1826 463.91835087121694 3997.1871 4695.1266 112.40537509028049 4695.1266 5051.5849 28.870209956582613 5234.3072 5500.9021 166.45738764383228 5551.8247 5875.3331 269.77093817222703 5875.3331 6519.3544 488.9196570856898 7861.3152 8897.7403 2006hb "" "" "" +CMFGEN 1.02 54018.330000000075 -6.651346140529297e-16 3997.1871 4000.1826 448.71404187093964 3997.1871 4689.1357 237.41588476398599 4689.1357 5231.3118 37.29297506144827 5231.3118 5500.9021 171.90235725332752 5551.8247 5872.3377 229.62223676020514 5872.3377 6513.3636 589.4542458476211 7852.3289 8897.7403 2006hb "" "" "" +CMFGEN 1.4 54018.330000000075 0.18160417309098384 3997.1871 4036.128 387.0632142344205 4036.128 4680.1493 242.23671302571705 4680.1493 5225.3209 36.06197693862206 5225.3209 5500.9021 172.21760561303972 5551.8247 5872.3377 212.21285230645617 5872.3377 6510.3681 579.3252606642366 7855.3243 8897.7403 2006hb "" "" "" +CMFGEN 1.7 54018.330000000075 -0.0005953932503690263 3994.1917 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218.41394815505362 3920.3887 4572.1058 270.80702636286276 4572.1058 5203.1802 16.188764367678655 5203.1802 5503.9726 64.54229879160093 5560.0026 5881.4377 100.98320948833363 5881.4377 6244.158 505.9319924127126 7559.3878 8753.7109 2006is "" "" "" +CMFGEN 1.04 54021.37000000011 -6.548095399239327e-16 3997.0613 4000.0103 464.59668634096636 3997.0613 4693.0125 111.73805089342414 4693.0125 5052.7839 29.84828675093455 5235.6186 5501.0237 150.11448466586592 5551.1558 5937.4676 273.2361516138682 5937.4676 6518.41 489.1532537117213 7863.1292 8898.2092 2006is "" "" "" +CMFGEN 1.02 54021.37000000011 -6.548095399239327e-16 3997.0613 4000.0103 449.5495687860431 3997.0613 4687.1146 236.37040862316246 4687.1146 5229.7207 36.27717454118427 5229.7207 5501.0237 172.47882781453274 5551.1558 5872.5908 229.76327157591828 5872.5908 6515.461 589.8908073808951 7851.3335 8898.2092 2006is "" "" "" +CMFGEN 1.4 54021.37000000011 0.21657327892633965 3997.0613 4035.3976 387.52259727546937 4035.3976 4681.2167 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4001.5579 448.97018141249396 3997.4815 4688.4294 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006is 227.86444594883125 3500.1621 3997.4815 +CMFGEN 1.4 54013.35000000009 0.17783869610188227 3999.5197 4034.169 388.0729186307678 4034.169 4682.3148 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006is 164.87556860232996 3685.6378 4034.169 +CMFGEN 1.7 54013.35000000009 -0.004875774856499409 3993.4051 4001.5579 494.5326140756059 3993.4051 4682.3148 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006is 305.75763206371045 3500.1621 3993.4051 +OBSERVED "" 54025.439999999944 15.107239541751223 3922.87238821293 4029.9350853219 280.03569686378773 3922.87238821293 4574.17046229248 303.40241567861597 4574.17046229248 5231.41646398919 -1.2417235963424331 5231.41646398919 5516.9169896131 101.63118698802967 5561.52644674184 5882.71453806874 96.12554034934675 5882.71453806874 6266.35586937587 "" "" "" 2006is "" "" "" +CMFGEN 1.04 54025.439999999944 3.3017630946983345e-16 3997.22148342749 4000.19544723608 464.4922352918354 3997.22148342749 4693.12901463578 111.78073606206875 4693.12901463578 5050.00467166566 30.00748385004461 5234.39042779777 5502.04717057019 148.89442985765967 5552.60455531609 5936.24588662322 273.20510470883755 5936.24588662322 6519.14279310537 "" "" "" 2006is "" "" "" +CMFGEN 1.02 54025.439999999944 0.0 3997.22148342749 4000.19544723608 449.42679609077356 3997.22148342749 4687.18108701861 236.90369302788886 4687.18108701861 5231.41646398919 38.237820598312716 5231.41646398919 5502.04717057019 170.9411033723541 5552.60455531609 5873.79264664299 229.65775034938747 5873.79264664299 6513.19486548821 "" "" "" 2006is "" "" "" +CMFGEN 1.4 54025.439999999944 0.19071561059830916 3997.22148342749 4035.88301293906 387.18804171058866 4035.88301293906 4681.23315940145 242.37108226863015 4681.23315940145 5225.46853637203 36.923989978277376 5225.46853637203 5502.04717057019 171.34920148399544 5552.60455531609 5873.79264664299 212.48783559692154 5873.79264664299 6513.19486548821 "" "" "" 2006is "" "" "" +CMFGEN 1.7 54025.439999999944 -0.0005812220938122985 3994.24751961891 4000.19544723608 493.7422635529849 3994.24751961891 4684.20712321003 121.37735207595209 4684.20712321003 5050.00467166566 47.22931845905689 5252.23421064927 5502.04717057019 175.46676300596596 5552.60455531609 5885.68850187732 311.4722806656363 5885.68850187732 6551.85639499978 "" "" "" 2006is "" "" "" +OBSERVED "" 54027.419999999925 67.29118314766106 3919.23075259129 4133.05602582152 271.0213277639153 3919.23075259129 4584.46493597423 307.9070550402961 4584.46493597423 5288.30646035708 13.928449697991791 5288.30646035708 5516.98071089496 87.70209094532382 5552.61825643334 5891.17493904787 107.68969802197611 5891.17493904787 6229.7316216624 "" "" "" 2006is "" "" "" +CMFGEN 1.04 54027.419999999925 0.0 3999.41523005262 4002.38502551415 463.16825142824575 3999.41523005262 4694.34736805088 112.12822117032997 4694.34736805088 5050.7228234346 30.43310139853151 5234.85014204952 5502.13173358731 149.03044318403641 5552.61825643334 5935.72187097084 273.0919331102938 5935.72187097084 6517.80178143091 "" "" "" 2006is "" "" "" +CMFGEN 1.02 54027.419999999925 -0.0033359314692430046 3996.44543459109 4002.38502551415 449.6572396078878 3996.44543459109 4688.40777712782 236.41406847040165 4688.40777712782 5228.91055112646 36.70040693728005 5228.91055112646 5502.13173358731 171.01869365525164 5552.61825643334 5873.35616627869 229.79231086756806 5873.35616627869 6514.83198596938 "" "" "" 2006is "" "" "" +CMFGEN 1.4 54027.419999999925 0.14552694133810634 3999.41523005262 4035.052775591 387.4286584829588 4035.052775591 4682.46818620475 242.73733786838477 4682.46818620475 5225.94075566493 37.27056909665066 5225.94075566493 5502.13173358731 171.3987251217438 5552.61825643334 5873.35616627869 212.388165215931 5873.35616627869 6511.86219050785 "" "" "" 2006is "" "" "" +CMFGEN 1.7 54027.419999999925 -0.008037930896133177 3993.47563912956 4002.38502551415 494.4732156546153 3993.47563912956 4682.46818620475 120.81413532800671 4682.46818620475 5050.7228234346 45.683556167483964 5249.69911935718 5502.13173358731 175.59164320482537 5552.61825643334 5885.23534812481 311.22898108824086 5885.23534812481 6550.46953150775 "" "" "" 2006is "" "" "" +OBSERVED "" 54030.450000000186 6.187651664501452 3924.50075001363 4013.81555828988 288.09118832872656 3924.50075001363 4582.453170982 328.180351899205 4582.453170982 5320.788919399 -8.396359598677885 5299.94879746788 5502.39569622738 91.68577101371528 5550.03026064138 5904.3123334705 143.3872135205945 5904.3123334705 6443.17834340388 "" "" "" 2006is "" "" "" +CMFGEN 1.04 54030.450000000186 3.3053118862809915e-16 3998.9297569105 4001.90691718638 463.1268207615831 3998.9297569105 4695.58526146525 112.42780949781732 4695.58526146525 5052.84449457025 30.41519518246673 5234.45127139863 5502.39569622738 151.4998701974604 5550.03026064138 5937.06109650513 273.16322316684136 5937.06109650513 6517.60735030075 "" "" "" 2006is "" "" "" +CMFGEN 1.02 54030.450000000186 -0.002798032590436896 3995.95259663462 4001.90691718638 450.3840726779749 3995.95259663462 4686.65378063763 236.7999476462219 4686.65378063763 5231.47411112275 38.57099593994057 5231.47411112275 5502.39569622738 173.6622170165396 5550.03026064138 5871.56357043588 229.57240080630368 5871.56357043588 6514.63019002488 "" "" "" 2006is "" "" "" +CMFGEN 1.4 54030.450000000186 0.17798273816826765 3998.9297569105 4034.655680221 388.1610922066766 4034.655680221 4680.69946008587 242.27650332651518 4680.69946008587 5225.519790571 37.21834632393732 5225.519790571 5502.39569622738 173.54487016642395 5550.03026064138 5874.54073071175 212.40616764735498 5874.54073071175 6511.653029749 "" "" "" 2006is "" "" "" +CMFGEN 1.7 54030.450000000186 -0.007091871057845782 3992.97543635875 4001.90691718638 494.49205681131093 3992.97543635875 4683.67662036175 120.64237022078166 4683.67662036175 5052.84449457025 45.61521347245114 5249.337072778 5502.39569622738 177.64615661710332 5550.03026064138 5886.44937181525 311.3156832680161 5886.44937181525 6550.35611333538 "" "" "" 2006is "" "" "" +OBSERVED "" 54042.27000000002 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 221.4819094278886 5853.5665 6530.1206 467.9669512100887 7758.4275 8753.5533 2006is "" "" "" +CMFGEN 1.04 54042.27000000002 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 273.1950151437312 5935.6725 6520.2678 489.0530144085851 7863.5233 8898.06 2006is "" "" "" +CMFGEN 1.02 54042.27000000002 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 229.68762975148815 5873.2719 6513.6994 589.8776045027502 7850.3864 8898.06 2006is "" "" "" +CMFGEN 1.4 54042.27000000002 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 212.24613183646596 5873.2719 6510.4151 579.4198032028858 7856.9548 8898.06 2006is "" "" "" +CMFGEN 1.7 54042.27000000002 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 311.1938738943055 5886.4089 6549.826 648.9911097866549 7860.2391 8871.786 2006is "" "" "" +OBSERVED "" 54042.25999999978 23.640843657259396 3915.4078 4008.6086 290.5182980941846 3915.4078 4599.9517 405.65511471048603 4599.9517 5531.9599 28.201514389051113 5287.7095 5531.9599 76.95116544146508 5557.6705 5895.1217 217.5604566801896 5895.1217 6486.4648 418.8759909427851 7749.4965 8524.0274 2006is "" "" "" +CMFGEN 1.04 54042.25999999978 0.0 3998.9672 4002.181 463.6248129270999 3998.9672 4693.1526 111.77259583527308 4693.1526 5053.1005 32.39308751421112 5236.2883 5503.0355 150.2042971578996 5551.2428 5936.9014 273.229713559825 5936.9014 6518.603 488.529975557184 7858.7664 8896.8307 2006is "" "" "" +CMFGEN 1.02 54042.25999999978 -0.003651817836700136 3995.7534 4002.181 450.496324653642 3995.7534 4686.7249 236.32895348499702 4686.7249 5229.8607 38.100204474459815 5229.8607 5503.0355 172.39132624549399 5551.2428 5872.6249 229.76505139806187 5872.6249 6515.3892 588.8654110825981 7852.3388 8896.8307 2006is "" "" "" +CMFGEN 1.4 54042.25999999978 0.19051218959188823 3998.9672 4034.3192 388.4942694040407 4034.3192 4680.2973 242.4773127905267 4680.2973 5226.6469 38.332560435603334 5226.6469 5503.0355 172.71310637394785 5551.2428 5872.6249 212.3651169927098 5872.6249 6512.1753 578.4752662287556 7855.5526 8896.8307 2006is "" "" "" +CMFGEN 1.7 54042.25999999978 -0.009838565440690422 3992.5395 4002.181 494.7322774705775 3992.5395 4683.5111 120.54693992869198 4683.5111 5053.1005 48.30458625944573 5252.3574 5503.0355 176.8061684121902 5551.2428 5885.4802 311.30673687768115 5885.4802 6550.7412 648.8057921702114 7861.9802 8871.1201 2006is "" "" "" +OBSERVED "" 54042.25 6.0180662791342465 3952.6412 4005.6343 292.33299746430595 3952.6412 4588.5579 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006is 76.98323435374539 3718.2489 3952.6412 +CMFGEN 1.04 54042.25 -0.00038071125268595825 3997.4815 4001.5579 464.087224087404 3997.4815 4694.544 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006is 286.9650447042361 3500.1621 3997.4815 +CMFGEN 1.02 54042.25 -0.0011219251796105029 3997.4815 4001.5579 448.97018141249396 3997.4815 4688.4294 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006is 227.86444594883125 3500.1621 3997.4815 +CMFGEN 1.4 54042.25 0.17783869610188227 3999.5197 4034.169 388.0729186307678 4034.169 4682.3148 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006is 164.87556860232996 3685.6378 4034.169 +CMFGEN 1.7 54042.25 -0.004875774856499409 3993.4051 4001.5579 494.5326140756059 3993.4051 4682.3148 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006is 305.75763206371045 3500.1621 3993.4051 +OBSERVED "" 54043.43000000017 13.63962760651926 3914.99184455339 4013.15630077017 315.9552368876681 3914.99184455339 4587.26963561372 410.75966349920236 4587.26963561372 5533.21803188446 6.75645944658963 5292.26891207965 5533.21803188446 57.42874633580408 5554.04079532438 5833.66076151762 220.06353991966193 5833.66076151762 6517.83727454362 "" "" "" 2006is "" "" "" +CMFGEN 1.04 54043.43000000017 3.3025587724780464e-16 3998.28289831308 4001.2575788045 463.7290790067526 3998.28289831308 4694.35813330475 112.12916330061474 4694.35813330475 5051.31979227484 29.39982006777574 5235.74998274272 5500.49654647887 150.11288617543522 5551.06611483296 5937.77457871722 273.2060189833045 5937.77457871722 6517.83727454362 "" "" "" 2006is "" "" "" +CMFGEN 1.02 54043.43000000017 8.256396931195116e-16 3998.28289831308 4001.2575788045 448.4377716005447 3998.28289831308 4688.40877232192 236.69399643420826 4688.40877232192 5229.80062175988 35.871538279739255 5229.80062175988 5500.49654647887 172.60581008267144 5551.06611483296 5872.33160790604 229.70685686667437 5872.33160790604 6514.8625940522 "" "" "" 2006is "" "" "" +CMFGEN 1.4 54043.43000000017 0.22885203837848334 3998.28289831308 4033.97906421009 388.1579609328064 4033.97906421009 4682.45941133908 242.1843840571506 4682.45941133908 5223.85126077705 34.78557239355992 5223.85126077705 5500.49654647887 172.9062428274977 5551.06611483296 5872.33160790604 212.3054566248216 5872.33160790604 6511.88791356078 "" "" "" 2006is "" "" "" +CMFGEN 1.7 54043.43000000017 -0.0060336671974618 3992.33353733024 4001.2575788045 495.02359546950714 3992.33353733024 4682.45941133908 120.6831530998486 4682.45941133908 5051.31979227484 44.737288896970334 5250.6233851998 5500.49654647887 176.43842151959203 5551.06611483296 5887.20501036313 311.42730657996094 5887.20501036313 6550.55875994921 "" "" "" 2006is "" "" "" +OBSERVED "" 54044.39999999991 48.508462918643 3924.07272480298 4093.48119180657 320.35822103004296 3924.07272480298 4604.67867118584 398.1816595507797 4604.67867118584 5523.05088704742 7.713609692000038 5282.31253920021 5558.71582746923 60.35025370042472 5558.71582746923 5835.11911573825 215.38305213838936 5835.11911573825 6494.92051354172 "" "" "" 2006is "" "" "" +CMFGEN 1.04 54044.39999999991 0.0 3998.37468401508 4001.34676238356 463.78485353456307 3998.37468401508 4693.84102224036 111.98592640462324 4693.84102224036 5050.49042645845 30.485938915322667 5234.75928530447 5502.24633846804 148.7306771644653 5552.77167073226 5936.16978026671 273.18608674010636 5936.16978026671 6518.6971404896 "" "" "" 2006is "" "" "" +CMFGEN 1.02 54044.39999999991 3.29966983567658e-16 3998.37468401508 4001.34676238356 448.51385553755944 3998.37468401508 4687.89686550339 236.28495616323568 4687.89686550339 5228.8151285675 36.73599888536753 5228.8151285675 5502.24633846804 170.7989747316227 5552.77167073226 5873.75613452855 229.6016967464809 5873.75613452855 6512.75298375263 "" "" "" 2006is "" "" "" +CMFGEN 1.4 54044.39999999991 0.2230167902384292 3998.37468401508 4034.03962443689 388.25934369456013 4034.03962443689 4681.95270876642 242.61996922378873 4681.95270876642 5225.84305019901 37.3003576424407 5225.84305019901 5502.24633846804 171.20503514293713 5552.77167073226 5873.75613452855 212.4713865442732 5873.75613452855 6512.75298375263 "" "" "" 2006is "" "" "" +CMFGEN 1.7 54044.39999999991 -0.006114780653463312 3992.43052727811 4001.34676238356 495.04332362733396 3992.43052727811 4681.95270876642 120.70442242381202 4681.95270876642 5050.49042645845 45.730014994371835 5249.61967714689 5502.24633846804 175.32364216601718 5552.77167073226 5885.64444800248 311.41703139123075 5885.64444800248 6551.39000254292 "" "" "" 2006is "" "" "" +OBSERVED "" 54046.37999999989 58.01776747828767 3928.66953298679 4101.14367429007 331.53047250251313 3928.66953298679 4591.802869377 408.4975878742581 4591.802869377 5540.41064654505 19.514323651227688 5293.59420295587 5540.41064654505 59.11682811179381 5552.30541491079 5828.85877941433 245.9773794133865 5828.85877941433 6539.57118926751 "" "" "" 2006is "" "" "" +CMFGEN 1.04 54046.37999999989 0.0 3997.06445108982 4000.03814318125 464.6167922408363 3997.06445108982 4692.90840048582 111.7113159431931 4692.90840048582 5052.72514354956 31.593829248855137 5237.09405321859 5501.75264935638 149.32333639484028 5552.30541491079 5935.91169470602 273.170125268296 5935.91169470602 6518.75534462746 "" "" "" 2006is "" "" "" +CMFGEN 1.02 54046.37999999989 -6.602922856102004e-16 3997.06445108982 4000.03814318125 449.58203798290924 3997.06445108982 4686.96101630294 236.7802909617097 4686.96101630294 5231.14666903571 37.82588253124222 5231.14666903571 5501.75264935638 171.27769752934793 5552.30541491079 5873.46416078587 229.59534959485387 5873.46416078587 6512.80796044459 "" "" "" 2006is "" "" "" +CMFGEN 1.4 54046.37999999989 0.203253565594757 3997.06445108982 4035.72244827848 387.3521419140068 4035.72244827848 4681.01363212007 242.25261631744826 4681.01363212007 5225.19928485284 36.53972537931878 5225.19928485284 5501.75264935638 171.6618652480729 5552.30541491079 5873.46416078587 212.46032333132365 5873.46416078587 6512.80796044459 "" "" "" 2006is "" "" "" +CMFGEN 1.7 54046.37999999989 -0.0005737928316978653 3994.09075899838 4000.03814318125 493.87360306570395 3994.09075899838 4683.98732421151 120.73883862469894 4683.98732421151 5052.72514354956 46.81509012053863 5251.96251367577 5501.75264935638 175.8476761407801 5552.30541491079 5885.35892915161 311.39842077894286 5885.35892915161 6551.46595763325 "" "" "" 2006is "" "" "" +OBSERVED "" 54048.39999999991 24.0961821956895 3929.40261292374 4015.60699868015 368.85155319155047 3929.40261292374 4648.76334923585 403.47769511410814 4648.76334923585 5516.75233685211 41.6312837489155 5258.13917958288 5573.23107234769 77.83948504813995 5573.23107234769 5822.92653453867 287.3743678645674 5822.92653453867 6548.23240090295 "" "" "" 2006is "" "" "" +CMFGEN 1.04 54048.39999999991 -3.300210134149769e-16 3997.77160852365 4000.74417354973 464.17649698009484 3997.77160852365 4693.35182462709 111.84275034717783 4693.35182462709 5050.05962775706 29.820268113344316 5234.35865937422 5501.8895117217 149.2010229063239 5552.42311716511 5935.88400552983 273.15583902752155 5935.88400552983 6518.50675064212 "" "" "" 2006is "" "" "" +CMFGEN 1.02 54048.39999999991 6.600420268299538e-16 3997.77160852365 4000.74417354973 449.01190963316765 3997.77160852365 4687.40669457493 236.95009050963927 4687.40669457493 5231.38609434813 38.08480140838905 5231.38609434813 5501.8895117217 171.17267083313052 5552.42311716511 5873.46013998208 229.8322084185502 5873.46013998208 6515.53418561603 "" "" "" 2006is "" "" "" +CMFGEN 1.4 54048.39999999991 0.14873053180560986 3997.77160852365 4036.41495386273 386.7733887996493 4036.41495386273 4681.46156452276 242.41326678023307 4681.46156452276 5225.44096429597 36.788113994729294 5225.44096429597 5501.8895117217 171.55821472592675 5552.42311716511 5873.46013998208 212.4475500204827 5873.46013998208 6512.56162058995 "" "" "" 2006is "" "" "" +CMFGEN 1.7 54048.39999999991 -0.005857875529476892 3991.82647847148 4000.74417354973 494.8554716699497 3991.82647847148 4684.43412954884 121.40258986157987 4684.43412954884 5050.05962775706 47.04816018309365 5252.19404953072 5501.8895117217 175.740124278507 5552.42311716511 5885.35040008642 311.36391196794136 5885.35040008642 6551.20496592903 "" "" "" 2006is "" "" "" +OBSERVED "" 54055.299999999814 5.661626188343893 3941.0314 4008.8571 289.97453449817226 3941.0314 4622.2378 363.7407701795162 4622.2378 5548.2068 13.599545549346567 5282.8017 5548.2068 73.89178418690838 5551.1558 5848.9993 234.82269977967192 5848.9993 6530.2058 493.2259936863265 7768.763 8736.0172 2006is "" "" "" +CMFGEN 1.04 54055.299999999814 -6.548095399239327e-16 3997.0613 4000.0103 464.59668634096636 3997.0613 4693.0125 111.73805089342414 4693.0125 5052.7839 29.84828675093455 5235.6186 5501.0237 150.11448466586592 5551.1558 5937.4676 273.2361516138682 5937.4676 6518.41 489.1532537117213 7863.1292 8898.2092 2006is "" "" "" +CMFGEN 1.02 54055.299999999814 -6.548095399239327e-16 3997.0613 4000.0103 449.5495687860431 3997.0613 4687.1146 236.37040862316246 4687.1146 5229.7207 36.27717454118427 5229.7207 5501.0237 172.47882781453274 5551.1558 5872.5908 229.76327157591828 5872.5908 6515.461 589.8908073808951 7851.3335 8898.2092 2006is "" "" "" +CMFGEN 1.4 54055.299999999814 0.21657327892633965 3997.0613 4035.3976 387.52259727546937 4035.3976 4681.2167 242.6872358824835 4681.2167 5226.7717 36.88142295741649 5226.7717 5501.0237 172.79667505476664 5551.1558 5872.5908 212.38519520333648 5872.5908 6512.5121 579.8654808972435 7854.2824 8898.2092 2006is "" "" "" +CMFGEN 1.7 54055.299999999814 -0.0005583484651815473 3994.1124 4000.0103 493.8209126808429 3994.1124 4684.1657 120.76055751089228 4684.1657 5052.7839 45.09658575284756 5250.3633 5501.0237 177.18985816909046 5551.1558 5884.3866 311.16543882140195 5884.3866 6550.8484 649.0138035277007 7860.1803 8871.6687 2006is "" "" "" +OBSERVED "" 54009.33999999985 "" "" "" "" "" "" 137.01556156143485 4513.4179 5126.0931 88.22157794003073 5165.9265 5596.5063 13.987408938616392 5596.5063 5807.0541 85.36459108743287 5807.0541 6250.9117 164.19265121315243 7880.2864 8593.4935 2006is "" "" "" +CMFGEN 1.04 54009.33999999985 "" "" "" "" "" "" 111.91902099710461 4693.6165 5050.22 30.86774258926462 5236.1091 5501.6649 150.75957769037535 5550.9825 5936.0384 273.1576943548543 5936.0384 6518.3644 489.6459556761673 7859.4213 8898.8827 2006is "" "" "" +CMFGEN 1.02 54009.33999999985 "" "" "" "" "" "" 236.7994255914454 4687.926 5230.4186 37.29694366330334 5230.4186 5501.6649 172.48406103754428 5550.9825 5873.4431 229.777276331552 5873.4431 6514.5707 590.3293131628288 7851.834 8898.8827 2006is "" "" "" +CMFGEN 1.4 54009.33999999985 "" "" "" "" "" "" 242.37804408708513 4682.2355 5224.7281 36.203231002955015 5224.7281 5501.6649 172.8501303437925 5550.9825 5873.4431 212.45256630165164 5873.4431 6512.6739 580.3860948029173 7855.6277 8898.8827 2006is "" "" "" +CMFGEN 1.7 54009.33999999985 "" "" "" "" "" "" 120.84974593141116 4682.2355 5050.22 46.4304669509094 5251.2837 5501.6649 177.25231537873657 5550.9825 5884.8241 311.20259076304865 5884.8241 6550.6105 648.7763019888586 7861.3181 8872.3271 2006is "" "" "" +OBSERVED "" 54013.35999999987 15.383057868940575 3917.0312 4071.5853 116.55784140976776 4071.5853 4515.9282 188.10272707707082 4515.9282 5150.2438 58.03293679451154 5150.2438 5510.8699 22.890822481084484 5562.3879 5839.2973 103.47479492547706 5839.2973 6293.2998 192.2208158138656 7784.1024 8411.9783 2006is "" "" "" +CMFGEN 1.04 54013.35999999987 3.5748071169905997e-16 3997.5281 4000.748 464.3614757347619 3997.5281 4693.0214 111.75730947588391 4693.0214 5050.4276 31.086881313940214 5237.1804 5501.2103 148.8570478966699 5552.7283 5935.8936 273.1640767930955 5935.8936 6518.6911 489.1443370654456 7861.3795 8898.1796 2006is "" "" "" +CMFGEN 1.02 54013.35999999987 -7.149614233981199e-16 3997.5281 4000.748 449.35931056980473 3997.5281 4686.5816 236.57247117471616 4686.5816 5230.7407 37.10527923117935 5230.7407 5501.2103 171.24306605076012 5552.7283 5871.496 229.61092740854758 5871.496 6515.4713 589.8263681777246 7851.7198 8898.1796 2006is "" "" "" +CMFGEN 1.4 54013.35999999987 0.16784736315977755 3997.5281 4036.1666 387.27890132724843 4036.1666 4680.1419 241.8456313580609 4680.1419 5224.3009 35.5997172821155 5224.3009 5501.2103 171.09802236437557 5552.7283 5874.7159 212.4688934364782 5874.7159 6512.2514 579.8013677121887 7854.9397 8898.1796 2006is "" "" "" +CMFGEN 1.7 54013.35999999987 -0.0011068392481772698 3994.3083 4000.748 493.8935493449481 3994.3083 4683.3617 121.10465148298272 4683.3617 5050.4276 45.030271568028674 5250.0599 5501.2103 175.7197682715891 5552.7283 5884.3755 311.1678480584122 5884.3755 6550.8899 648.7516714280391 7861.3795 8872.4206 2006is "" "" "" +OBSERVED "" 14.229999999777647 2.319860326264022 3944.091 4000.6725 302.9220955761918 3944.091 4620.0913 310.03935121798446 4620.0913 5421.1666 0.1896296200872138 5296.0916 5513.4838 77.86738373276437 5555.1755 5885.7307 168.54760443875784 5885.7307 6460.4799 387.55530251242817 7830.3484 8774.3665 2006kf "" "" "" +CMFGEN 1.04 14.229999999777647 -3.5138431518773117 3997.6945 4149.5712 -61.565849809355 4149.5712 4450.3467 817.2056295429545 4500.9723 5549.2195 162.5230649819944 5203.7744 5653.4486 -2.8520210301982245 5653.4486 5802.3474 249.02619891389102 5802.3474 6597.4667 463.7674412247908 7502.7711 8899.4414 2006kf "" "" "" +CMFGEN 1.02 14.229999999777647 8.10749117016918 3997.6945 4149.5712 -76.35135716806931 4149.5712 4450.3467 788.4110987142074 4500.9723 5549.2195 235.4911344916149 5153.1488 5629.6248 -2.002509503539184 5629.6248 5802.3474 199.21503628875416 5802.3474 6597.4667 457.6844363628268 7502.7711 8899.4414 2006kf "" "" "" +CMFGEN 1.4 14.229999999777647 18.850141067211858 3997.6945 4149.5712 -93.74701549722582 4149.5712 4450.3467 705.2076893051103 4500.9723 5549.2195 197.98192906297686 5150.1709 5587.9332 49.24761905771498 5587.9332 5998.8937 59.24018468796807 5998.8937 6597.4667 346.53435314712686 7502.7711 8899.4414 2006kf "" "" "" +CMFGEN 1.7 14.229999999777647 12.342935076207546 3997.6945 4149.5712 116.8788225757894 4149.5712 4471.1925 647.3753136887694 4500.9723 5549.2195 38.91241241037418 5299.0696 5677.2724 -3.2533552042757656 5677.2724 5802.3474 218.1076109163537 5802.3474 6582.5769 591.0986826149259 7502.7711 8845.8379 2006kf "" "" "" +OBSERVED "" 16.32999999987078 5.680666361953928 3959.36567804264 4010.4021490532 305.05715004612244 3959.36567804264 4625.8419465335 337.65795709257577 4625.8419465335 5436.42119199534 5.244571021755087 5280.3096336101 5505.47053512728 77.73193730891825 5556.50700613784 5862.72583220121 189.34758253770272 5862.72583220121 6463.15490291369 "" "" "" 2006kf "" "" "" +CMFGEN 1.04 16.32999999987078 -3.48977354893702 3998.39356763895 4148.50083531707 -64.51982869786329 4148.50083531707 4451.71751602688 814.3339069487396 4502.75398703744 5547.50057007715 161.66653813083497 5205.25599977104 5652.57565745184 -3.091611900877997 5652.57565745184 5802.68292512996 248.968341450406 5802.68292512996 6598.25144382399 "" "" "" 2006kf "" "" "" +CMFGEN 1.02 16.32999999987078 7.8695495418354975 3998.39356763895 4148.50083531707 -79.36938616087328 4148.50083531707 4451.71751602688 783.2898030039216 4502.75398703744 5547.50057007715 233.99838834010805 5154.21952876048 5631.5606399769 -1.6014002471410724 5631.5606399769 5802.68292512996 199.02357009278705 5802.68292512996 6598.25144382399 "" "" "" 2006kf "" "" "" +CMFGEN 1.4 16.32999999987078 18.290483026037524 3998.39356763895 4148.50083531707 -96.89536681726315 4148.50083531707 4451.71751602688 699.6917494832604 4502.75398703744 5547.50057007715 193.97880985837028 5154.21952876048 5589.53060502703 49.058207216607975 5589.53060502703 5997.82237311151 59.46281624920434 5997.82237311151 6598.25144382399 "" "" "" 2006kf "" "" "" +CMFGEN 1.7 16.32999999987078 12.072913201729882 3998.39356763895 4148.50083531707 117.66590188048707 4148.50083531707 4472.73253350181 641.1155388569659 4502.75398703744 5547.50057007715 39.59969304881297 5298.32250573147 5673.59067492677 -3.827161899434678 5673.59067492677 5802.68292512996 217.7426157146932 5802.68292512996 6583.24071705618 "" "" "" 2006kf "" "" "" +OBSERVED "" -5.7199999999429565 22.97355994631979 3929.2011 4092.9897 85.7966203242197 4092.9897 4506.9282 126.69882924192751 4506.9282 5105.5012 91.87188295341369 5200.7964 5614.735 39.782290182752206 5614.735 5885.7307 124.86437640362219 5885.7307 6335.4049 281.9272745928987 7687.4056 8732.6748 2006kf "" "" "" +CMFGEN 1.04 -5.7199999999429565 -3.5138431518773117 3997.6945 4149.5712 -61.565849809355 4149.5712 4450.3467 817.2056295429545 4500.9723 5549.2195 162.5230649819944 5203.7744 5653.4486 -2.8520210301982245 5653.4486 5802.3474 249.02619891389102 5802.3474 6597.4667 463.7674412247908 7502.7711 8899.4414 2006kf "" "" "" +CMFGEN 1.02 -5.7199999999429565 8.10749117016918 3997.6945 4149.5712 -76.35135716806931 4149.5712 4450.3467 788.4110987142074 4500.9723 5549.2195 235.4911344916149 5153.1488 5629.6248 -2.002509503539184 5629.6248 5802.3474 199.21503628875416 5802.3474 6597.4667 457.6844363628268 7502.7711 8899.4414 2006kf "" "" "" +CMFGEN 1.4 -5.7199999999429565 18.850141067211858 3997.6945 4149.5712 -93.74701549722582 4149.5712 4450.3467 705.2076893051103 4500.9723 5549.2195 197.98192906297686 5150.1709 5587.9332 49.24761905771498 5587.9332 5998.8937 59.24018468796807 5998.8937 6597.4667 346.53435314712686 7502.7711 8899.4414 2006kf "" "" "" +CMFGEN 1.7 -5.7199999999429565 12.342935076207546 3997.6945 4149.5712 116.8788225757894 4149.5712 4471.1925 647.3753136887694 4500.9723 5549.2195 38.91241241037418 5299.0696 5677.2724 -3.2533552042757656 5677.2724 5802.3474 218.1076109163537 5802.3474 6582.5769 591.0986826149259 7502.7711 8845.8379 2006kf "" "" "" +OBSERVED "" 1.2100000002246816 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 129.3605560376364 5911.1887 6345.6597 193.34639534986962 7894.4994 8488.166 2006kf "" "" "" +CMFGEN 1.04 1.2100000002246816 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 249.61743321028197 5801.7417 6597.7193 463.30581715940264 7503.1438 8899.4211 2006kf "" "" "" +CMFGEN 1.02 1.2100000002246816 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 199.7086177914098 5801.7417 6597.7193 457.06970052344207 7503.1438 8899.4211 2006kf "" "" "" +CMFGEN 1.4 1.2100000002246816 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 59.61244086943361 5997.4196 6597.7193 345.9069731405215 7503.1438 8899.4211 2006kf "" "" "" +CMFGEN 1.7 1.2100000002246816 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 218.61018194660835 5801.7417 6584.453 590.3301343569452 7503.1438 8846.3559 2006kf "" "" "" +OBSERVED "" 1.1999999999825377 "" "" "" "" "" "" 167.66035867131936 4612.7788 5213.1885 100.50808528965602 5213.1885 5605.889 42.313872504480095 5605.889 5959.6439 129.9832083830797 5959.6439 6326.3806 203.54902820455027 7848.5003 8598.2011 2006kf "" "" "" +CMFGEN 1.04 1.1999999999825377 "" "" "" "" "" "" 814.5975515596554 4502.4333 5547.4707 162.22468766369172 5203.4522 5654.5708 -2.644731302259286 5654.5708 5800.6164 250.7562323038701 5800.6164 6598.9991 465.03044457652703 7501.2364 8896.7832 2006kf "" "" "" +CMFGEN 1.02 1.1999999999825377 "" "" "" "" "" "" 783.512239181913 4502.4333 5547.4707 233.44510258642887 5154.7703 5631.8526 -1.6246092875015399 5631.8526 5800.6164 200.7389006974476 5800.6164 6598.9991 460.66514285124003 7501.2364 8896.7832 2006kf "" "" "" +CMFGEN 1.4 1.1999999999825377 "" "" "" "" "" "" 699.9533247002591 4502.4333 5547.4707 193.54003890161508 5154.7703 5589.6617 49.224913193419034 5589.6617 5998.5894 59.239661718102305 5998.5894 6598.9991 349.61626132485276 7501.2364 8896.7832 2006kf "" "" "" +CMFGEN 1.7 1.1999999999825377 "" "" "" "" "" "" 641.3465428586214 4502.4333 5547.4707 38.95114266551663 5297.5705 5674.0436 -3.6057462624380263 5674.0436 5800.6164 219.97788087598985 5800.6164 6582.7718 594.2397057032562 7501.2364 8848.1014 2006kf "" "" "" +OBSERVED "" 29.249999999796273 55.3884251290597 3921.4480052801 4008.36318318487 494.89509343650786 3921.4480052801 4622.76357871866 521.6860195856358 4622.76357871866 5497.90950796678 66.6647630463786 5282.12010075492 5506.90073326728 77.6820857357123 5587.82176097172 5821.59361878458 319.9395115645855 5821.59361878458 6471.95891552034 "" "" "" 2006kf "" "" "" +CMFGEN 1.04 29.249999999796273 1.4137346790773246 3939.43045588108 4053.31930968735 68.6790582396509 4053.31930968735 4538.84547591404 124.33917002105375 4538.84547591404 5129.26927064651 75.31512739046018 5150.24879634766 5590.81883607189 5.877179300896031 5590.81883607189 5800.61409308343 157.45168911464248 5800.61409308343 6298.12855971078 "" "" "" 2006kf "" "" "" +CMFGEN 1.02 29.249999999796273 20.12159297126062 3900.46847957894 4068.30468518817 94.38237761000258 4068.30468518817 4478.90397391075 129.7534047049937 4502.88057471207 5066.33069354305 88.29261111554514 5150.24879634766 5590.81883607189 19.8233240725626 5590.81883607189 5839.57606938557 166.37600331473843 5839.57606938557 6325.10223561227 "" "" "" 2006kf "" "" "" +CMFGEN 1.4 29.249999999796273 -1.2289789126506299 3999.37195788438 4062.31053498784 104.8487480473215 4062.31053498784 4472.90982371042 147.9195961035709 4502.88057471207 5057.33946824255 78.66752994796767 5150.24879634766 5578.83053567123 36.850680721689194 5578.83053567123 5851.56436978623 159.4252532830123 5851.56436978623 6325.10223561227 "" "" "" 2006kf "" "" "" +CMFGEN 1.7 29.249999999796273 15.760427239164404 3900.46847957894 4071.30176028833 70.35648102475785 4071.30176028833 4538.84547591404 128.07369105039515 4538.84547591404 5132.26634574667 89.96697628267357 5150.24879634766 5596.81298627222 7.47192858514878 5596.81298627222 5800.61409308343 137.94778876773663 5800.61409308343 6319.10808541194 "" "" "" 2006kf "" "" "" +OBSERVED "" 1.1799999999639113 29.42360901173963 3942.1526 4086.2307 135.12902645722943 3942.1526 4532.8727 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006kf 118.7246806789415 3579.8992 3942.1526 +CMFGEN 1.04 1.1799999999639113 -3.5393385473027923 3999.7838 4147.9784 -62.23546381136988 4147.9784 4450.5424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006kf 125.62326363388061 3777.492 4098.5802 +CMFGEN 1.02 1.1799999999639113 7.441735651980395 3999.7838 4147.9784 -77.3623655385525 4147.9784 4450.5424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006kf 147.9739870138316 3756.9094 4098.5802 +CMFGEN 1.4 1.1799999999639113 17.44719423930111 3999.7838 4147.9784 -95.13894353529608 4147.9784 4450.5424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006kf 146.3428854735073 3761.0259 4098.5802 +CMFGEN 1.7 1.1799999999639113 11.649938957431269 3999.7838 4147.9784 117.78442325766864 4147.9784 4473.1832 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006kf 84.52968170193014 3798.0745 4098.5802 +OBSERVED "" 2.30000000007567 26.85545700782772 3930.44634879894 4107.54761739301 133.26336345239378 3930.44634879894 4608.83425900674 167.2790459972657 4608.83425900674 5218.18269162703 90.14902703755524 5218.18269162703 5614.40925865106 45.74384793077707 5614.40925865106 5938.59463167072 125.40277302393974 5938.59463167072 6325.8160494442 "" "" "" 2006kf "" "" "" +CMFGEN 1.04 2.30000000007567 -3.6131115215640883 3999.48582638646 4149.57164722889 -66.71497912986723 4149.57164722889 4452.74500533061 816.795000284591 4500.77246800019 5548.37149748039 165.15262363238878 5200.17239312594 5653.43157207009 -2.8540967425631325 5653.43157207009 5800.51567649568 250.81155447779014 5800.51567649568 6598.97224337743 "" "" "" 2006kf "" "" "" +CMFGEN 1.02 2.30000000007567 7.569418322109007 3999.48582638646 4149.57164722889 -80.84384395268805 4149.57164722889 4452.74500533061 786.8585534474942 4500.77246800019 5548.37149748039 236.29428427157114 5152.14493045636 5629.4178407353 -2.1099596407185754 5629.4178407353 5800.51567649568 200.8180019671259 5800.51567649568 6598.97224337743 "" "" "" 2006kf "" "" "" +CMFGEN 1.4 2.30000000007567 17.862468467060648 3999.48582638646 4149.57164722889 -98.39889649669809 4149.57164722889 4452.74500533061 703.4979878354089 4500.77246800019 5548.37149748039 194.21472087038381 5155.14664687321 5587.39381089942 49.12455937653808 5587.39381089942 5998.62896000769 59.228734999862795 5998.62896000769 6598.97224337743 "" "" "" 2006kf "" "" "" +CMFGEN 1.7 2.30000000007567 11.824188273425552 3999.48582638646 4149.57164722889 115.7163242728919 4149.57164722889 4473.75702024855 645.6881067030868 4500.77246800019 5548.37149748039 39.92729728971806 5299.22903488194 5674.44358698803 -3.5599912195264305 5674.44358698803 5800.51567649568 220.01507086048917 5800.51567649568 6583.96366129319 "" "" "" 2006kf "" "" "" +OBSERVED "" 54048.52000000002 50.435418239334986 3908.37893972778 4091.80843085457 237.82172994608652 3908.37893972778 4583.86531975023 239.96225513520574 4583.86531975023 5227.3243283061 29.066238898018614 5227.3243283061 5506.83593383263 82.3020131349999 5556.33278064462 5867.87175763773 234.57100460359553 5867.87175763773 6496.77287007243 "" "" "" 2006lu "" "" "" +CMFGEN 1.04 54048.52000000002 -6.465004585520975e-16 3998.63789567906 4001.54947490329 465.63468880843084 3998.63789567906 4694.50533027115 111.245542599996 4694.50533027115 5052.62957485202 28.869604514926596 5236.0590659788 5501.01277538416 151.34215122103558 5550.50962219615 5937.74965901937 272.99435163277866 5937.74965901937 6520.06550386631 "" "" "" 2006lu "" "" "" +CMFGEN 1.02 54048.52000000002 3.2325022927604877e-16 3998.63789567906 4001.54947490329 450.8593181610596 3998.63789567906 4688.68217182268 235.2310691392973 4688.68217182268 5230.23590753033 35.43118956849254 5230.23590753033 5501.01277538416 173.08847579787835 5550.50962219615 5873.6949160862 229.15187185474298 5873.6949160862 6514.24234541784 "" "" "" 2006lu "" "" "" +CMFGEN 1.4 54048.52000000002 0.1147492143127042 3998.63789567906 4036.48842559411 389.1927966421001 4036.48842559411 4682.85901337421 240.9873120424332 4682.85901337421 5224.41274908186 34.39349841045089 5224.41274908186 5501.01277538416 173.3870018898511 5550.50962219615 5873.6949160862 211.817714693342 5873.6949160862 6511.3307661936 "" "" "" 2006lu "" "" "" +CMFGEN 1.7 54048.52000000002 -0.005942396727759839 3992.81473723059 4001.54947490329 496.4369934138461 3992.81473723059 4682.85901337421 119.58060521444094 4682.85901337421 5052.62957485202 44.19740756642596 5250.61696209998 5501.01277538416 177.99575704794316 5550.50962219615 5885.34123298314 310.7095443155364 5885.34123298314 6552.09287533289 "" "" "" 2006lu "" "" "" +OBSERVED "" 54042.29000000004 26.726299177421915 3941.7483 4077.4446 195.0295086994483 3941.7483 4626.2162 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006lu 151.17251375090262 3562.597 3941.7483 +CMFGEN 1.04 54042.29000000004 -4.4309000912789836e-16 3999.6188 4001.6143 465.2218523603148 3999.6188 4694.0644 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006lu 287.1960511934434 3500.7355 3999.6188 +CMFGEN 1.02 54042.29000000004 -0.0011031053850364524 3997.6233 4001.6143 451.70994559667486 3997.6233 4688.0778 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006lu 166.39783848411372 3682.329 3997.6233 +CMFGEN 1.4 54042.29000000004 0.120461216425097 3999.6188 4035.5384 390.0628767489494 4035.5384 4682.0912 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006lu 164.87634902858082 3686.3201 4035.5384 +CMFGEN 1.7 54042.29000000004 -0.004781691657034001 3993.6322 4001.6143 495.800060387681 3993.6322 4684.0867 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006lu 306.01876913084413 3500.7355 3993.6322 +OBSERVED "" 54042.31999999983 26.11457669633074 3949.8775 4063.1534 189.84152413919998 3949.8775 4613.8003 178.63581135898627 4613.8003 5123.5419 82.20340372049624 5158.154 5579.7921 47.88993020657858 5579.7921 5847.2491 124.25231258283084 5847.2491 6334.9649 417.514152544288 7835.8708 8896.2592 2006lu "" "" "" +CMFGEN 1.04 54042.31999999983 0.0 3997.0758 4000.2224 464.58155659901377 4000.2224 4695.6106 111.55540639436111 4695.6106 5051.1712 29.50056469482056 5236.8178 5501.1283 150.01552706477824 5551.4731 5938.4992 272.88525435557267 5938.4992 6517.465 489.66676689554595 7864.1897 8899.4058 2006lu "" "" "" +CMFGEN 1.02 54042.31999999983 0.0 3997.0758 4000.2224 451.721504679023 3997.0758 4689.3175 235.4135398030997 4689.3175 5230.5247 35.72225078782701 5230.5247 5501.1283 172.45372745176047 5551.4731 5872.4216 229.05853743102927 5872.4216 6514.3184 591.1128869594936 7851.6035 8899.4058 2006lu "" "" "" +CMFGEN 1.4 54042.31999999983 0.24040705771281626 3997.0758 4034.8345 390.2789030857432 4034.8345 4683.0244 240.963540183987 4683.0244 5224.2316 34.370392346052355 5224.2316 5501.1283 172.26678343964863 5551.4731 5875.5681 211.90964468922968 5875.5681 6511.1719 581.3121091720934 7854.7501 8899.4058 2006lu "" "" "" +CMFGEN 1.7 54042.31999999983 -0.0007262402508527717 3993.9293 4000.2224 495.85326195670956 3993.9293 4683.0244 119.97603919158747 4683.0244 5051.1712 43.239871728140876 5249.404 5501.1283 177.18894010600567 5551.4731 5885.0078 310.66636415664595 5885.0078 6552.0771 649.709311353455 7861.0432 8871.0868 2006lu "" "" "" +OBSERVED "" 54055.35999999987 9.016426478745412 3959.595 4017.3395 255.62395331930227 3959.595 4609.22 262.38174842197554 4609.22 5296.3788 13.980228874728267 5296.3788 5510.0332 79.25933371909238 5550.4543 5859.387 179.70259000636293 5859.387 6514.7864 "" "" "" 2006lu "" "" "" +CMFGEN 1.04 54055.35999999987 0.0 3997.1289 4000.0162 464.63512961994246 4000.0162 4695.8366 111.61269870572643 4695.8366 5050.9649 29.013493893547206 5235.7471 5501.3715 151.53315376093246 5550.4543 5937.342 272.8704429825184 5937.342 6517.6736 "" "" "" 2006lu "" "" "" +CMFGEN 1.02 54055.35999999987 -6.411093878000137e-16 3997.1289 4000.0162 452.2210534819229 3997.1289 4687.175 234.80670545774404 4687.175 5229.9727 35.55898338130073 5229.9727 5501.3715 173.113904305414 5550.4543 5873.8231 229.20116868691397 5873.8231 6514.7864 "" "" "" 2006lu "" "" "" +CMFGEN 1.4 54055.35999999987 0.2453837898986984 3997.1289 4034.6628 390.8328154548003 4034.6628 4681.4005 241.35079608910803 4681.4005 5227.0854 36.20553979683841 5227.0854 5501.3715 173.41793410875823 5550.4543 5873.8231 211.8761568931577 5873.8231 6511.8992 "" "" "" 2006lu "" "" "" +CMFGEN 1.7 54055.35999999987 -0.0005095528085259385 3994.2417 4000.0162 495.43949952721164 3994.2417 4684.2877 120.31374001912441 4684.2877 5050.9649 44.22041108547525 5250.1832 5501.3715 178.03885290551378 5550.4543 5885.372 310.71758729434373 5885.372 6552.3203 "" "" "" 2006lu "" "" "" +OBSERVED "" -2.3799999998518615 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 107.50781631374598 5906.0979 6429.047 316.8937995662989 7784.6747 8534.3099 2006mr "" "" "" +CMFGEN 1.04 -2.3799999998518615 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 252.6103896318004 5800.6104 6599.6227 463.86614856729784 7500.756 8899.0276 2006mr "" "" "" +CMFGEN 1.02 -2.3799999998518615 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 197.2327940598908 5800.6104 6599.6227 455.3042971329747 7500.756 8899.0276 2006mr "" "" "" +CMFGEN 1.4 -2.3799999998518615 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 54.478469562260216 5999.2412 6599.6227 340.6472391458067 7500.756 8899.0276 2006mr "" "" "" +CMFGEN 1.7 -2.3799999998518615 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 220.26550638030324 5800.6104 6582.7896 596.6914474604296 7500.756 8846.2838 2006mr "" "" "" +OBSERVED "" -2.3900000000940054 17.903911668203342 3900.2365 4038.9317 251.14111975252655 3900.2365 4485.1964 159.12102896601198 4500.6069 5340.4835 14.351455100230654 5231.3252 5562.6527 46.77596795490229 5562.6527 5901.6854 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.04 -2.3900000000940054 -4.309689504308759 3999.7631 4149.3742 -63.83089593453907 4149.3742 4450.5226 805.2501445265298 4500.6069 5549.8106 156.61515837706025 5204.9988 5653.832 -2.5714472303900644 5653.832 5800.2325 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.02 -2.3900000000940054 6.720810418153263 3999.7631 4149.3742 -78.88802218859738 4149.3742 4450.5226 775.4830195541397 4500.6069 5549.8106 231.08381814404007 5153.6302 5628.7898 -1.9212334248878866 5628.7898 5800.2325 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.4 -2.3900000000940054 16.92969336047413 3999.7631 4149.3742 -96.43375699280394 4149.3742 4450.5226 688.9896633819648 4500.6069 5549.8106 193.85132668314012 5150.4197 5587.6949 50.29814235555673 5587.6949 5999.9279 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.7 -2.3900000000940054 11.124215814029686 3999.7631 4149.3742 113.66108744810515 4149.3742 4472.3542 638.7816419174486 4500.6069 5549.8106 41.34553605813882 5299.3886 5663.4636 -5.060012854072257 5663.4636 5800.2325 "" "" "" "" "" "" 2006mr "" "" "" +OBSERVED "" 31.66000000018539 30.059896671499374 3980.7024 4028.9585 280.86356863609797 4028.9585 4620.0962 283.70902526903865 4620.0962 5446.4825 86.45963387048198 5283.618 5570.1388 123.6504881714177 5570.1388 5983.332 236.7502804618448 5983.332 6580.5016 318.7359304810866 7771.825 8384.0747 2006mr "" "" "" +CMFGEN 1.04 31.66000000018539 0.27230168808949595 3902.2862 4022.9265 46.96598695713169 3902.2862 4499.4558 127.61026517998734 4502.4718 5126.7856 80.68042660849991 5150.9137 5603.3149 9.362751979795513 5603.3149 5802.3715 152.9732916510041 5802.3715 6287.9488 117.30485194377952 7856.2732 8486.619 2006mr "" "" "" +CMFGEN 1.02 31.66000000018539 22.21137901932145 3902.2862 4083.2467 86.58073947919489 4083.2467 4493.4238 140.41595372873277 4502.4718 5081.5455 95.4944845318972 5150.9137 5600.2989 18.947663230225416 5600.2989 5853.6436 160.35097229031294 5853.6436 6327.1569 121.90614288804802 7741.6649 8498.683 2006mr "" "" "" +CMFGEN 1.4 31.66000000018539 21.46383193673244 3902.2862 4077.2147 107.75509502201223 4077.2147 4484.3758 156.10837626384034 4502.4718 5072.4974 91.33465465583066 5150.9137 5594.2669 34.813354119067185 5594.2669 5862.6916 161.24283174512385 5862.6916 6327.1569 133.97017946879993 7744.6809 8480.587 2006mr "" "" "" +CMFGEN 1.7 31.66000000018539 13.56938715960461 3902.2862 4065.1506 61.97068873532034 4065.1506 4547.712 133.52789114104968 4547.712 5138.8496 94.89926283341856 5150.9137 5606.3309 9.661203911081993 5606.3309 5802.3715 136.6686750045588 5802.3715 6312.0769 121.39695793987318 7789.921 8504.715 2006mr "" "" "" +OBSERVED "" 62.56999999986874 "" "" "" "" "" "" 330.24217283962287 4611.9697 5426.2869 20.866759499452595 5263.4235 5501.6867 288.9669883099055 5552.9585 5881.7014 328.83342274089955 5881.7014 6509.0272 894.3980152006926 7534.4637 8659.4279 2006mr "" "" "" +CMFGEN 1.04 62.56999999986874 "" "" "" "" "" "" 236.52726799033604 4621.0177 5215.1677 5.324107409325036 5215.1677 5531.8466 107.57212307144766 5552.9585 5854.5575 38.81582654480089 5854.5575 6201.3963 332.4017448383291 7839.0787 8707.6837 2006mr "" "" "" +CMFGEN 1.02 62.56999999986874 "" "" "" "" "" "" 284.08299379492473 4627.0497 5308.6633 -4.288944968265736 5299.6154 5501.6867 74.24891733044511 5552.9585 5848.5255 184.70624577320694 5848.5255 6448.7075 477.015335061148 7697.3272 8695.6198 2006mr "" "" "" +CMFGEN 1.4 62.56999999986874 "" "" "" "" "" "" 299.9560165909333 4627.0497 5308.6633 0.9744365698339547 5299.6154 5501.6867 63.63023679552905 5552.9585 5854.5575 194.78348492319935 5854.5575 6451.7234 469.51348834060127 7685.2632 8686.5718 2006mr "" "" "" +CMFGEN 1.7 62.56999999986874 "" "" "" "" "" "" 271.57351129372876 4618.0017 5239.2956 0.05335410993301189 5239.2956 5501.6867 129.05625467775064 5552.9585 5878.6854 85.65681529219702 5878.6854 6222.5082 294.69092893339985 7872.2546 8768.0035 2006mr "" "" "" +OBSERVED "" 1.5899999998873682 "" "" "" "" "" "" "" "" "" 29.367059885437488 5274.3855 5600.752 55.67628772758752 5600.752 5917.4485 124.58358071074733 5917.4485 6437.2175 357.1709504713754 7799.4957 8544.095 2006mr "" "" "" +CMFGEN 1.04 1.5899999998873682 "" "" "" "" "" "" "" "" "" 157.07747451048493 5204.2771 5653.9377 -2.5524998459389767 5653.9377 5800.1983 252.7936032474497 5800.1983 6599.192 463.83516858090866 7500.9308 8899.472 2006mr "" "" "" +CMFGEN 1.02 1.5899999998873682 "" "" "" "" "" "" "" "" "" 231.25613409654633 5153.509 5628.5537 -1.9711223993014377 5628.5537 5800.1983 197.54393153256075 5800.1983 6599.192 454.93010084325124 7500.9308 8899.472 2006mr "" "" "" +CMFGEN 1.4 1.5899999998873682 "" "" "" "" "" "" "" "" "" 189.82252809761968 5155.9265 5587.4556 50.2005762019157 5587.4556 5999.6445 54.42153908624404 5999.6445 6599.192 340.23723673383154 7500.9308 8899.472 2006mr "" "" "" +CMFGEN 1.7 1.5899999998873682 "" "" "" "" "" "" "" "" "" 41.61108358471528 5299.7695 5663.6078 -5.033339736565499 5663.6078 5800.1983 220.72891585713532 5800.1983 6583.4781 596.3379285085693 7500.9308 8846.2863 2006mr "" "" "" +OBSERVED "" 1.5800000001108856 "" "" "" "" "" "" 153.3936649714603 4592.5614 5251.1151 30.51348063541777 5251.1151 5602.1025 56.18730617200234 5602.1025 5921.7302 124.92338477959126 5921.7302 6417.4547 342.6196092342949 7809.3429 8535.4406 2006mr "" "" "" +CMFGEN 1.04 1.5800000001108856 "" "" "" "" "" "" 804.4175176742373 4500.8946 5549.0322 156.32457754570743 5205.2817 5653.9666 -2.5144891751060827 5653.9666 5801.116 252.28015161991527 5801.116 6599.5822 464.4078026155965 7500.5705 8899.6956 2006mr "" "" "" +CMFGEN 1.02 1.5800000001108856 "" "" "" "" "" "" 773.5846356103598 4500.8946 5549.0322 231.2902500813684 5153.4176 5628.6376 -1.9217155839494764 5628.6376 5801.116 196.81133861423615 5801.116 6599.5822 455.51796592991604 7500.5705 8899.6956 2006mr "" "" "" +CMFGEN 1.4 1.5800000001108856 "" "" "" "" "" "" 687.0521457696534 4500.8946 5549.0322 189.89091550963212 5155.8298 5587.6288 50.04731351186837 5587.6288 5998.9233 54.54978786645091 5998.9233 6599.5822 340.80692340368387 7500.5705 8899.6956 2006mr "" "" "" +CMFGEN 1.7 1.5800000001108856 "" "" "" "" "" "" 636.4949621281771 4500.8946 5549.0322 41.2746476074282 5299.3608 5663.6158 -5.120396183570419 5663.6158 5801.116 219.70558682155698 5801.116 6582.6962 597.0452827663846 7500.5705 8846.6253 2006mr "" "" "" +OBSERVED "" 4.669999999961874 0.2216041906800319 3983.4302 4001.5722 295.6328327813817 3983.4302 4591.1857 236.76708780677012 4591.1857 5549.6856 33.22311564529895 5289.6509 5616.2061 43.96404287529899 5616.2061 5918.572 135.09093207830324 5918.572 6553.5404 332.08056935145476 7802.3116 8543.1081 2006mr "" "" "" +CMFGEN 1.04 4.669999999961874 -4.285954641836434 3998.5485 4149.7315 -66.99312135872479 4149.7315 4452.0974 805.2563987388753 4500.4759 5549.6856 157.01352414719886 5204.9885 5652.49 -2.8793986238730143 5652.49 5800.6493 252.44160149939387 5800.6493 6598.8953 461.4555777966419 7502.9694 8899.8999 2006mr "" "" "" +CMFGEN 1.02 4.669999999961874 7.073508611242804 3998.5485 4149.7315 -81.63507310003027 4149.7315 4452.0974 775.3229279901936 4500.4759 5549.6856 231.28272638508227 5153.5863 5628.3008 -2.0086901305239793 5628.3008 5800.6493 197.14653701326753 5800.6493 6598.8953 451.3214694641267 7502.9694 8899.8999 2006mr "" "" "" +CMFGEN 1.4 4.669999999961874 17.633200783622748 3998.5485 4149.7315 -99.05930940575027 4149.7315 4452.0974 688.8773138845874 4500.4759 5549.6856 193.03980598905164 5150.5626 5588.9932 49.7761368373683 5588.9932 5997.1872 55.037741003517866 5997.1872 6598.8953 336.6055111838327 7502.9694 8899.8999 2006mr "" "" "" +CMFGEN 1.7 4.669999999961874 11.490667858413435 3998.5485 4149.7315 112.78350790243078 4149.7315 4473.263 638.7271031237058 4500.4759 5549.6856 41.28830815677243 5298.7219 5661.561 -5.439044958926942 5661.561 5800.6493 220.1838643477522 5800.6493 6583.777 591.7192637705642 7502.9694 8845.474 2006mr "" "" "" +OBSERVED "" 36.66000000018539 1.245974431979691 3983.4302 4001.5722 350.8882042589049 4001.5722 4621.4223 319.7491403563115 4621.4223 5543.6383 21.22614141457949 5298.7219 5543.6383 163.54340949789827 5567.8276 5945.785 110.26078871099983 5945.785 6517.2565 535.3747886736198 7684.3889 8700.3384 2006mr "" "" "" +CMFGEN 1.04 36.66000000018539 0.33298939690735685 3907.8387 4001.5722 69.92878846591847 3907.8387 4452.0974 163.0361213670553 4500.4759 5165.6809 68.77367387317872 5165.6809 5610.1588 16.221868766136208 5610.1588 5846.0042 138.75989340643622 5846.0042 6260.2455 176.29017934590712 7877.9031 8543.1081 2006mr "" "" "" +CMFGEN 1.02 36.66000000018539 27.554646036246385 3901.7914 4104.3766 74.76671184791849 4104.3766 4518.6179 160.01283269584968 4518.6179 5111.2551 92.78312632400875 5165.6809 5625.2771 18.687551469766916 5625.2771 5849.0279 156.17192713803416 5849.0279 6338.8606 184.46542381027677 7808.359 8567.2974 2006mr "" "" "" +CMFGEN 1.4 36.66000000018539 34.71540769940351 3901.7914 4101.3529 94.9129299886533 4101.3529 4509.5469 178.1295992515183 4509.5469 5105.2077 93.37048856735004 5171.7282 5619.2298 30.518528052864166 5619.2298 5885.3118 158.06105008525287 5885.3118 6338.8606 188.41120465054604 7769.0514 8558.2264 2006mr "" "" "" +CMFGEN 1.7 36.66000000018539 13.442495657767456 3901.7914 4092.2819 66.38078399261616 3901.7914 4515.5942 154.3010723495098 4515.5942 5156.6099 87.00960317109715 5156.6099 5616.2061 15.093894732632547 5616.2061 5836.9332 139.64908855060796 5836.9332 6302.5767 175.78747192001111 7853.7138 8561.2501 2006mr "" "" "" +OBSERVED "" 7.489999999794236 0.06521131886297662 3992.5012 4001.5722 341.8054775600235 3992.5012 4597.233 344.26312287157873 4597.233 5549.6856 47.01197075788052 5289.6509 5628.3008 42.31068906227667 5628.3008 5903.4537 173.7201737311729 5903.4537 6553.5404 410.9076592115521 7766.0277 8594.5103 2006mr "" "" "" +CMFGEN 1.04 7.489999999794236 -4.285954641836434 3998.5485 4149.7315 -66.99312135872479 4149.7315 4452.0974 805.2563987388753 4500.4759 5549.6856 157.01352414719886 5204.9885 5652.49 -2.8793986238730143 5652.49 5800.6493 252.44160149939387 5800.6493 6598.8953 461.4555777966419 7502.9694 8899.8999 2006mr "" "" "" +CMFGEN 1.02 7.489999999794236 7.073508611242804 3998.5485 4149.7315 -81.63507310003027 4149.7315 4452.0974 775.3229279901936 4500.4759 5549.6856 231.28272638508227 5153.5863 5628.3008 -2.0086901305239793 5628.3008 5800.6493 197.14653701326753 5800.6493 6598.8953 451.3214694641267 7502.9694 8899.8999 2006mr "" "" "" +CMFGEN 1.4 7.489999999794236 17.633200783622748 3998.5485 4149.7315 -99.05930940575027 4149.7315 4452.0974 688.8773138845874 4500.4759 5549.6856 193.03980598905164 5150.5626 5588.9932 49.7761368373683 5588.9932 5997.1872 55.037741003517866 5997.1872 6598.8953 336.6055111838327 7502.9694 8899.8999 2006mr "" "" "" +CMFGEN 1.7 7.489999999794236 11.490667858413435 3998.5485 4149.7315 112.78350790243078 4149.7315 4473.263 638.7271031237058 4500.4759 5549.6856 41.28830815677243 5298.7219 5661.561 -5.439044958926942 5661.561 5800.6493 220.1838643477522 5800.6493 6583.777 591.7192637705642 7502.9694 8845.474 2006mr "" "" "" +OBSERVED "" 8.759999999812862 25.832942381286117 3959.11043041148 4038.39060059648 342.07797602833557 3959.11043041148 4599.45026652114 354.5982333816572 4599.45026652114 5547.7630714264 55.58458181893857 5285.52866235292 5611.79705503736 26.700428876351257 5611.79705503736 5800.84976855545 212.81693197937864 5800.84976855545 6526.56824947973 "" "" "" 2006mr "" "" "" +CMFGEN 1.04 8.759999999812862 -4.181108771304335 3998.75051550398 4148.16314392957 -63.10717267833383 4148.16314392957 4450.03763809555 802.587284841067 4501.87467244729 5547.7630714264 159.6914766932471 5200.15001753829 5654.48637744467 -2.4440582532327046 5654.48637744467 5800.84976855545 252.48822281568968 5800.84976855545 6599.74994503512 "" "" "" 2006mr "" "" "" +CMFGEN 1.02 8.759999999812862 6.992857642254372 3998.75051550398 4148.16314392957 -78.2353787662592 4148.16314392957 4450.03763809555 770.0358652552493 4501.87467244729 5547.7630714264 230.00738624720253 5154.41145781618 5630.09247892621 -1.6330859587068742 5630.09247892621 5800.84976855545 197.04211032269387 5800.84976855545 6599.74994503512 "" "" "" 2006mr "" "" "" +CMFGEN 1.4 8.759999999812862 17.240184417505468 3998.75051550398 4148.16314392957 -96.34985854136465 4148.16314392957 4450.03763809555 683.1186726530339 4501.87467244729 5547.7630714264 190.73394251325755 5154.41145781618 5587.4031565189 50.04843908539784 5587.4031565189 5999.05019401796 54.50850918516754 5999.05019401796 6599.74994503512 "" "" "" 2006mr "" "" "" +CMFGEN 1.7 8.759999999812862 11.344047274744359 3998.75051550398 4148.16314392957 114.63296795852872 4148.16314392957 4471.38229929921 631.958428323646 4501.87467244729 5547.7630714264 40.065285325397575 5297.72561161215 5663.6340893891 -5.093127973943041 5663.6340893891 5800.84976855545 219.84219119854447 5800.84976855545 6581.45452114627 "" "" "" 2006mr "" "" "" +OBSERVED "" 10.6899999999805 2.7103582947025227 3974.3592 4001.5722 364.69030090150716 3974.3592 4597.233 364.0884424672239 4597.233 5549.6856 45.575651487713095 5295.6983 5610.1588 39.382724957470124 5610.1588 5864.1462 194.24674459120828 5864.1462 6556.5641 419.10406207922915 7799.288 8603.5813 2006mr "" "" "" +CMFGEN 1.04 10.6899999999805 -4.285954641836434 3998.5485 4149.7315 -66.99312135872479 4149.7315 4452.0974 805.2563987388753 4500.4759 5549.6856 157.01352414719886 5204.9885 5652.49 -2.8793986238730143 5652.49 5800.6493 252.44160149939387 5800.6493 6598.8953 461.4555777966419 7502.9694 8899.8999 2006mr "" "" "" +CMFGEN 1.02 10.6899999999805 7.073508611242804 3998.5485 4149.7315 -81.63507310003027 4149.7315 4452.0974 775.3229279901936 4500.4759 5549.6856 231.28272638508227 5153.5863 5628.3008 -2.0086901305239793 5628.3008 5800.6493 197.14653701326753 5800.6493 6598.8953 451.3214694641267 7502.9694 8899.8999 2006mr "" "" "" +CMFGEN 1.4 10.6899999999805 17.633200783622748 3998.5485 4149.7315 -99.05930940575027 4149.7315 4452.0974 688.8773138845874 4500.4759 5549.6856 193.03980598905164 5150.5626 5588.9932 49.7761368373683 5588.9932 5997.1872 55.037741003517866 5997.1872 6598.8953 336.6055111838327 7502.9694 8899.8999 2006mr "" "" "" +CMFGEN 1.7 10.6899999999805 11.490667858413435 3998.5485 4149.7315 112.78350790243078 4149.7315 4473.263 638.7271031237058 4500.4759 5549.6856 41.28830815677243 5298.7219 5661.561 -5.439044958926942 5661.561 5800.6493 220.1838643477522 5800.6493 6583.777 591.7192637705642 7502.9694 8845.474 2006mr "" "" "" +OBSERVED "" 50.58999999988737 4.219810655902804 3993.0267 4005.5709 425.728752258766 4005.5709 4632.1189 395.9388937371783 4632.1189 5504.9288 50.6900282398545 5269.8907 5504.9288 253.49726779020503 5575.5722 5954.5381 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.04 50.58999999988737 -1.739451374697448 3942.1898 4000.2891 152.965298847354 3942.1898 4572.6992 243.19410687318373 4572.6992 5205.8494 7.646588911503505 5205.8494 5500.3072 81.57113106378333 5550.4839 5856.8256 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.02 50.58999999988737 37.5433505439168 3928.3252 4149.4987 226.18850386124763 3928.3252 4611.6521 269.2716824402517 4611.6521 5246.1228 -2.1410244071842013 5246.1228 5500.3072 47.37966009399382 5550.4839 5866.0687 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.4 50.58999999988737 43.442647821181154 3920.4026 4149.4987 237.4157109104253 3920.4026 4605.05 275.60285190523734 4605.05 5246.1228 39.57908663788419 5246.1228 5617.166 32.92920750096784 5617.166 5868.0493 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.7 50.58999999988737 31.879168886503862 3925.6844 4149.4987 172.76776615139028 3925.6844 4579.9616 255.01981929108186 4579.9616 5219.0538 7.383782123308685 5219.0538 5500.3072 77.26541972315916 5550.4839 5866.7289 "" "" "" "" "" "" 2006mr "" "" "" +OBSERVED "" 55.58999999988737 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 98.0651777016441 5954.7257 6267.8987 391.7231914911192 7567.735 8308.5744 2006mr "" "" "" +CMFGEN 1.04 55.58999999988737 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 56.35378722369611 5853.7022 6217.387 277.906874413951 7837.1311 8705.9336 2006mr "" "" "" +CMFGEN 1.02 55.58999999988737 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 189.32500649852142 5863.8046 6409.3317 499.2554621887296 7507.1209 8692.4638 2006mr "" "" "" +CMFGEN 1.4 55.58999999988737 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 186.2858059642993 5870.5395 6409.3317 436.0951710972188 7628.3491 8689.0964 2006mr "" "" "" +CMFGEN 1.7 55.58999999988737 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 119.2593496224522 5870.5395 6247.694 275.3531801011769 7880.908 8746.343 2006mr "" "" "" +OBSERVED "" 55.56999999986874 "" "" "" "" "" "" 271.5815487727408 4630.3419 5386.3748 63.89175878027047 5293.9341 5554.7489 69.02015682031967 5554.7489 5828.7696 158.71135655699015 5828.7696 6340.4949 629.2538273911321 7558.7313 8783.5705 2006mr "" "" "" +CMFGEN 1.04 55.56999999986874 "" "" "" "" "" "" 238.99726901258842 4594.0259 5204.7948 -1.6840791547111078 5204.7948 5501.9257 92.76610363498261 5551.4475 5855.1812 57.058994069012556 5855.1812 6218.3411 277.58831119382864 7836.0534 8707.6371 2006mr "" "" "" +CMFGEN 1.02 55.56999999986874 "" "" "" "" "" "" 291.2439412558641 4623.739 5290.6326 -4.564848974145037 5290.6326 5501.9257 68.66739086465246 5551.4475 5865.0856 189.318703500747 5865.0856 6409.8254 499.6715501713448 7505.908 8691.1299 2006mr "" "" "" +CMFGEN 1.4 55.56999999986874 "" "" "" "" "" "" 308.2089492543463 4620.4376 5290.6326 -0.2695511066277658 5290.6326 5501.9257 47.28360189514229 5551.4475 5871.6885 186.31158079700288 5871.6885 6406.524 436.16507972604825 7628.0618 8687.8284 2006mr "" "" "" +CMFGEN 1.7 55.56999999986874 "" "" "" "" "" "" 267.0473596304777 4603.9303 5231.2065 2.388982756021784 5231.2065 5501.9257 102.5655726656214 5551.4475 5871.6885 119.71838523803665 5871.6885 6248.0542 274.82951197024516 7882.2737 8747.2546 2006mr "" "" "" +OBSERVED "" 55.549999999850115 1.1223203320148072 3994.2684 4004.7176 354.0481748866096 4004.7176 4669.2846 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006mr 247.3157131092692 3651.5358 4004.7176 +CMFGEN 1.04 55.549999999850115 -1.3533346453406352 3950.3819 4000.5379 181.23767963463914 3950.3819 4594.0506 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006mr 118.80730952503028 3661.9849 3950.3819 +CMFGEN 1.02 55.549999999850115 -2.9432240114305417 3935.7531 4000.5379 264.84266553640964 3935.7531 4623.3082 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006mr 89.44019886613319 3664.0748 3935.7531 +CMFGEN 1.4 55.549999999850115 -3.7836859083633003 3923.2141 4000.5379 287.50347336896425 3923.2141 4621.2184 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006mr 83.09165787879681 3655.7154 3923.2141 +CMFGEN 1.7 55.549999999850115 32.30280737787143 3935.7531 4148.9161 197.43134212973806 3935.7531 4602.4099 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006mr 104.29654801755139 3664.0748 3935.7531 +OBSERVED "" 24.17000000011467 16.0249603510513 3952.1431 4015.3121 313.1184572855296 3952.1431 4575.2194 453.8970883530209 4575.2194 5548.5968 58.529842499891444 5261.4649 5548.5968 67.73250623276428 5551.4682 5858.6994 267.01984549863795 5858.6994 6527.7168 "" "" "" 2006ob "" "" "" +CMFGEN 1.04 24.17000000011467 -0.373190360100855 3998.0842 4041.154 86.7849127334608 4041.154 4506.3078 122.92670058634874 4506.3078 5092.057 43.14390064082663 5152.3547 5560.0821 2.0608752892169524 5560.0821 5801.273 168.32046075355532 5801.273 6300.8826 "" "" "" 2006ob "" "" "" +CMFGEN 1.02 24.17000000011467 -0.32618449610365474 3998.0842 4035.4113 97.79588589118045 4035.4113 4451.7527 131.50466213548464 4500.5651 5051.8585 43.3759564960735 5152.3547 5537.1116 28.37346859519643 5551.4682 5804.1443 162.5005135155857 5804.1443 6298.0113 "" "" "" 2006ob "" "" "" +CMFGEN 1.4 24.17000000011467 48.6305201001403 3900.4593 4127.2936 153.26116024590934 3900.4593 4457.4953 156.99672543874271 4500.5651 5051.8585 28.99307706626234 5152.3547 5502.6557 33.57381660212411 5551.4682 5832.8575 121.37129669411739 5832.8575 6306.6252 "" "" "" 2006ob "" "" "" +CMFGEN 1.7 24.17000000011467 -0.5030719297571056 3998.0842 4038.2827 71.25031226313487 4038.2827 4454.624 117.86960479176372 4500.5651 5112.1562 61.38662693675536 5152.3547 5568.6961 14.391167364235223 5568.6961 5829.9862 151.59355251699526 5829.9862 6298.0113 "" "" "" 2006ob "" "" "" +OBSERVED "" 54082.12999999989 38.863243678572026 3979.2193 4087.8439 235.65640412634673 4087.8439 4616.2881 324.4915000447385 4616.2881 5417.7617 10.464465868107022 5279.7791 5505.8357 72.81540798456312 5552.8085 5869.875 218.94487462574256 5869.875 6559.7882 583.6974777664624 7502.1803 8655.95 2006os "" "" "" +CMFGEN 1.04 54082.12999999989 -6.518785511389512e-16 3999.7699 4002.7057 465.65711108429355 3999.7699 4695.5547 111.20820573092473 4695.5547 5050.7866 30.0807618453719 5235.742 5502.8999 149.1517700014146 5552.8085 5937.3984 272.83218353094804 5937.3984 6518.687 489.84289964833476 7863.2838 8899.6215 2006os "" "" "" +CMFGEN 1.02 54082.12999999989 -0.003541362336505058 3996.8341 4002.7057 453.5758195129387 3996.8341 4686.7473 234.04447548657186 4686.7473 5229.8704 36.335885171646105 5229.8704 5502.8999 171.28565569528786 5552.8085 5872.8108 228.94057365052169 5872.8108 6515.7512 591.438998490707 7851.5406 8899.6215 2006os "" "" "" +CMFGEN 1.4 54082.12999999989 0.13892210335424293 3999.7699 4034.9995 391.03483200671315 4034.9995 4683.8115 241.19403363955453 4683.8115 5226.9346 36.84402542076698 5226.9346 5502.8999 171.12618436595645 5552.8085 5875.7466 211.87207654859975 5875.7466 6512.8154 581.681862633454 7854.4764 8899.6215 2006os "" "" "" +CMFGEN 1.7 54082.12999999989 -0.008939284713788503 3993.8983 4002.7057 496.38972678046287 3993.8983 4683.8115 119.9189934500134 4683.8115 5050.7866 45.5906230024619 5250.421 5502.8999 175.36667881330504 5552.8085 5887.4898 310.51360089446723 5887.4898 6550.9808 649.7877116997987 7860.348 8873.1993 2006os "" "" "" +OBSERVED "" 54061.18000000017 35.66592844861341 3917.8131 4076.8319 125.23364958725347 4076.8319 4515.6061 201.36429171023707 4515.6061 5184.0742 98.42960206597785 5184.0742 5522.7254 53.53232393399919 5631.6827 5932.0516 153.6771672221125 5932.0516 6332.5435 421.3968482725369 7772.5474 8635.3718 2006os "" "" "" +CMFGEN 1.04 54061.18000000017 0.0 3997.3225 4000.2673 465.4728884420457 4000.2673 4695.2385 111.11456848821653 4695.2385 5051.5585 30.189515007411707 5237.0804 5502.1118 149.67544912289583 5552.1733 5937.9412 272.8111316722201 5937.9412 6518.0655 488.65007061559584 7863.836 8897.4584 2006os "" "" "" +CMFGEN 1.02 54061.18000000017 3.2693847629158936e-16 3997.3225 4000.2673 452.6215353921183 3997.3225 4689.3489 234.9887523563835 4689.3489 5231.1909 36.53234665270915 5231.1909 5502.1118 171.788177356787 5552.1733 5873.1558 228.95525893656105 5873.1558 6515.1207 589.8035591876544 7852.0568 8897.4584 2006os "" "" "" +CMFGEN 1.4 54061.18000000017 0.20053771742793947 3997.3225 4035.6048 390.7330644395338 4035.6048 4683.4593 240.76075574991427 4683.4593 5225.3013 35.3149906862694 5225.3013 5502.1118 171.6460539840039 5552.1733 5876.1006 211.86393292732595 5876.1006 6512.1759 579.6187529840308 7855.0016 8897.4584 2006os "" "" "" +CMFGEN 1.7 54061.18000000017 -0.0005778869853546858 3994.3777 4000.2673 496.20964162210817 3994.3777 4683.4593 119.65085534597857 4683.4593 5051.5585 45.63761008536149 5251.8044 5502.1118 168.16376986574483 5552.1733 5911.4381 312.78758646414775 5911.4381 6550.4582 650.0318537155774 7860.8912 8870.9553 2006os "" "" "" +OBSERVED "" 54082.16000000015 58.920700044805535 3941.5211 4111.6703 136.44548200110128 4111.6703 4604.8149 182.6330379554979 4604.8149 5504.5874 39.28796831244104 5299.8315 5631.4784 34.97125315233809 5631.4784 5879.4926 120.24892386296297 5879.4926 6436.0827 829.2430366973517 7658.8505 8847.0116 2006ot 280.75574821140054 3503.1703 4048.2248 +CMFGEN 1.04 54082.16000000015 0.0 3999.1988 4002.0827 462.89432619326664 3999.1988 4694.2154 112.26432817131604 4694.2154 5051.8173 31.331550278940064 5236.386 5501.7035 167.09581937276226 5550.7296 5876.6087 269.88309067939144 5876.6087 6519.7154 489.53006370152696 7863.6064 8898.9216 2006ot 286.2999524809374 3500.2865 3999.1988 +CMFGEN 1.02 54082.16000000015 -0.002795860441643673 3996.3149 4002.0827 449.1928446231723 3996.3149 4688.4476 237.28708282454636 4688.4476 5230.6182 37.681715122801755 5230.6182 5501.7035 172.60525098288662 5550.7296 5873.7249 229.86584758481825 5873.7249 6513.9476 590.2743762068487 7852.0709 8898.9216 2006ot 227.75539811865258 3500.2865 3996.3149 +CMFGEN 1.4 54082.16000000015 0.20168179670948314 3999.1988 4033.8054 387.6475206349685 4033.8054 4682.6798 242.77309752971064 4682.6798 5224.8504 36.51876941126487 5224.8504 5501.7035 173.00352813709037 5550.7296 5873.7249 212.43980713842456 5873.7249 6511.0637 580.4183341706122 7854.9547 8898.9216 2006ot 164.73771972232564 3687.7391 4033.8054 +CMFGEN 1.7 54082.16000000015 -0.006741460557757114 3993.431 4002.0827 494.1283153648716 3993.431 4682.6798 120.80993332363785 4682.6798 5051.8173 46.349506571119626 5250.8054 5501.7035 177.26640230868466 5550.7296 5885.2604 311.53559255006587 5885.2604 6551.4381 648.6411540359861 7860.7225 8872.9666 2006ot 305.5172016567568 3500.2865 3993.431 +OBSERVED "" 54087.16000000015 26.52778353043223 3903.5688 4001.7775 265.8789856823651 3903.5688 4588.1417 329.68522474667293 4588.1417 5512.4595 6.920640670338935 5298.711 5512.4595 52.67815362353399 5564.4524 5864.8557 219.55052975859059 5864.8557 6451.2198 "" "" "" 2006ot "" "" "" +CMFGEN 1.04 54087.16000000015 -3.206879206629789e-16 3998.889 4001.7775 462.8758332758304 3998.889 4695.0159 112.47610062127809 4695.0159 5050.3006 29.6482166576711 5235.1641 5500.9055 167.11017453693387 5550.0099 5879.2981 269.95346245999326 5879.2981 6517.6551 "" "" "" 2006ot "" "" "" +CMFGEN 1.02 54087.16000000015 -0.00251249439800152 3996.0005 4001.7775 449.8871747497726 3996.0005 4686.3504 236.4217811988953 4686.3504 5229.3872 36.19033677954158 5229.3872 5500.9055 173.3049219060428 5550.0099 5873.5211 229.92482537396984 5873.5211 6514.7667 "" "" "" 2006ot "" "" "" +CMFGEN 1.4 54087.16000000015 0.10637694877226547 3998.889 4036.4395 386.43322672164965 4036.4395 4680.5734 242.78694088270487 4680.5734 5226.4987 36.86584026183935 5226.4987 5500.9055 173.68056152179435 5550.0099 5873.5211 212.50912617614682 5873.5211 6511.8782 "" "" "" 2006ot "" "" "" +CMFGEN 1.7 54087.16000000015 -0.006145035945621958 3993.112 4001.7775 494.13713983321975 3993.112 4683.4619 121.32503824350144 4683.4619 5050.3006 44.5229323345192 5249.6066 5500.9055 177.99363169065168 5550.0099 5885.0751 311.5815680595913 5885.0751 6552.3171 "" "" "" 2006ot "" "" "" +OBSERVED "" 54086.04000000004 38.819148143148546 3951.3902 4146.8868 222.23151525114704 3951.3902 4601.1289 228.32934821069693 4601.1289 5270.9923 12.836986881427661 5270.9923 5506.7382 50.809451925420305 5552.7375 5874.7319 160.36815536079985 5874.7319 6581.9696 "" "" "" 2006py "" "" "" +CMFGEN 1.04 54086.04000000004 0.0 3997.3894 4000.2644 464.5899242479825 3997.3894 4696.0023 112.1839885027499 4696.0023 5052.4961 29.935810574623144 5236.4929 5500.9883 148.41163752650039 5552.7375 5937.9808 273.1527854545605 5937.9808 6518.7207 "" "" "" 2006py "" "" "" +CMFGEN 1.02 54086.04000000004 0.0 3997.3894 4000.2644 450.3052712877505 3997.3894 4687.3775 236.1238014507944 4687.3775 5230.743 36.47573959665118 5230.743 5500.9883 171.27082344059713 5552.7375 5871.8569 229.21377733783538 5871.8569 6512.9708 "" "" "" 2006py "" "" "" +CMFGEN 1.4 54086.04000000004 0.23122470797397526 3997.3894 4034.7638 388.9352772601474 4034.7638 4681.6276 241.78297185367768 4681.6276 5224.9931 35.41830200349963 5224.9931 5500.9883 171.14946066367355 5552.7375 5874.7319 212.30016351413622 5874.7319 6512.9708 "" "" "" 2006py "" "" "" +CMFGEN 1.7 54086.04000000004 -0.005148380596459883 3991.6395 4000.2644 495.58170148221245 3991.6395 4684.5025 120.53830879643023 4684.5025 5052.4961 45.02483353650828 5250.8677 5500.9883 175.3492372739582 5552.7375 5886.2317 311.0131348178194 5886.2317 6550.3452 "" "" "" 2006py "" "" "" +OBSERVED "" -0.32999999996536644 14.92577948151465 3947.3105 4099.332 99.04372203677455 3947.3105 4504.7229 124.84899108596133 4504.7229 5115.79 90.10514666819067 5184.3488 5664.26 23.109466179042222 5664.26 5905.706 100.14835842728674 5905.706 6299.1736 230.63166767806277 7905.833 8499.0152 2007A "" "" "" +CMFGEN 1.04 -0.32999999996536644 -3.9111607540430136 3997.9843 4147.0251 -64.9006067528781 4147.0251 4451.0682 805.9298221409067 4501.7421 5548.0082 156.62155931000285 5205.2145 5655.3176 -2.409977107537032 5655.3176 5801.3775 250.98773301842823 5801.3775 6597.2551 464.4335938089712 7500.4421 8898.4444 2007A "" "" "" +CMFGEN 1.02 -0.32999999996536644 7.36369780877523 3997.9843 4147.0251 -80.40216081312276 4147.0251 4451.0682 774.1300781626483 4501.7421 5548.0082 231.53040018132106 5154.5406 5628.4902 -2.024216013749236 5628.4902 5801.3775 197.16208402822357 5801.3775 6597.2551 457.18289994016214 7500.4421 8898.4444 2007A "" "" "" +CMFGEN 1.4 -0.32999999996536644 17.64343111359019 3997.9843 4147.0251 -98.50118678016055 4147.0251 4451.0682 688.0410513754098 4501.7421 5548.0082 191.85184616006188 5154.5406 5586.7588 49.50388699214771 5586.7588 5998.1113 55.915276519806206 5998.1113 6597.2551 343.36969283466 7500.4421 8898.4444 2007A "" "" "" +CMFGEN 1.7 -0.32999999996536644 11.652349442623729 3997.9843 4147.0251 116.419630115996 4147.0251 4471.9339 635.1295192350598 4501.7421 5548.0082 37.498160866664016 5297.6197 5673.2024 -3.665829711445841 5673.2024 5801.3775 219.27196657521904 5801.3775 6582.3511 596.7730911975306 7500.4421 8847.7706 2007A "" "" "" +OBSERVED "" -7.30999999994674 "" "" "" "" "" "" 127.23195583692879 4537.6068 5124.9924 71.13285943576047 5157.625 5572.0582 19.916549156321672 5572.0582 5846.1715 103.35075930359196 5846.1715 6381.3451 212.69764975849125 7611.5917 8606.884 2007A "" "" "" +CMFGEN 1.04 -7.30999999994674 "" "" "" "" "" "" 806.8039705951849 4501.711 5549.2154 161.3596667668426 5200.0472 5653.6395 -2.648259925437981 5653.6395 5800.4859 252.2779460316494 5800.4859 6599.983 463.9932112027131 7500.641 8897.3136 2007A "" "" "" +CMFGEN 1.02 -7.30999999994674 "" "" "" "" "" "" 776.6617732938818 4501.711 5549.2154 230.80244365024888 5154.3617 5630.7967 -1.5832488212663975 5630.7967 5800.4859 198.1178539330278 5800.4859 6599.983 457.0359850096835 7500.641 8897.3136 2007A "" "" "" +CMFGEN 1.4 -7.30999999994674 "" "" "" "" "" "" 690.8681629423061 4501.711 5549.2154 191.25383597131506 5154.3617 5588.3744 50.02910389626523 5588.3744 5999.5444 55.42278163338733 5999.5444 6599.983 343.2773181080604 7500.641 8897.3136 2007A "" "" "" +CMFGEN 1.7 -7.30999999994674 "" "" "" "" "" "" 638.026383347355 4501.711 5549.2154 40.74870713647418 5297.9449 5663.4293 -5.122766241025887 5663.4293 5800.4859 220.23768630214445 5800.4859 6583.6668 596.3257247475924 7500.641 8845.1015 2007A "" "" "" +OBSERVED "" -7.300000000170257 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 91.87766797480337 5859.1977 6261.9448 268.5214268626702 7799.7062 8751.6537 2007A "" "" "" +CMFGEN 1.04 -7.300000000170257 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 250.20196191873276 5802.6134 6598.122 464.73388720789296 7500.1423 8898.1072 2007A "" "" "" +CMFGEN 1.02 -7.300000000170257 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 196.24649063974107 5802.6134 6598.122 457.7464045029525 7500.1423 8898.1072 2007A "" "" "" +CMFGEN 1.4 -7.300000000170257 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 55.66174671622685 5998.9942 6598.122 343.9636234122629 7500.1423 8898.1072 2007A "" "" "" +CMFGEN 1.7 -7.300000000170257 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 217.75696165135906 5802.6134 6581.4796 597.2732646177833 7500.1423 8848.1799 2007A "" "" "" +OBSERVED "" -7.329999999965366 18.429323887659596 3925.3299 4069.9256 110.68313335901863 4069.9256 4565.6822 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007A 139.644187407769 3582.4316 4069.9256 +CMFGEN 1.04 -7.329999999965366 -4.0815854517940995 3999.6934 4148.4204 -62.55545551793362 4148.4204 4450.0057 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007A 125.7582639345418 3774.5373 4098.8447 +CMFGEN 1.02 -7.329999999965366 6.901084282863561 3999.6934 4148.4204 -77.59019496477562 4148.4204 4450.0057 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007A 145.51691859459572 3758.0121 4098.8447 +CMFGEN 1.4 -7.329999999965366 16.975725116181238 3999.6934 4148.4204 -95.59664286312724 4148.4204 4450.0057 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007A 145.26658323905482 3760.0777 4098.8447 +CMFGEN 1.7 -7.329999999965366 11.231094902664909 3999.6934 4148.4204 115.07164076354954 4148.4204 4472.7278 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007A 83.23994639274113 3799.3251 4098.8447 +OBSERVED "" 84.79000000000087 59.831928707006455 3940.8548 4018.926 415.29961471453635 4018.926 4640.4928 368.7988925302708 4640.4928 5325.1171 77.25966538193484 5235.035 5502.2787 226.4288531501336 5589.3581 5871.6155 420.1743607179585 5871.6155 6493.1823 753.7034540049574 7766.3432 8676.1729 2007N "" "" "" +CMFGEN 1.04 84.79000000000087 -0.4430975101477924 3967.8795 4000.9096 301.89024496841853 3967.8795 4658.5093 229.24705155685555 4658.5093 5205.0076 17.4673942566145 5205.0076 5535.3088 137.3044121791895 5550.3225 5865.61 45.90378657102392 5865.61 6201.9167 413.1047448432596 7862.4308 8721.214 2007N "" "" "" +CMFGEN 1.02 84.79000000000087 -1.0654160245300648 3958.8713 4000.9096 293.0543503327468 3958.8713 4637.4901 288.7603365824099 4637.4901 5313.1062 7.314612233438708 5298.0925 5529.3033 113.08480675620017 5550.3225 5856.6018 64.89373974703652 5856.6018 6219.9331 509.98947929729957 7706.2885 8706.2003 2007N "" "" "" +CMFGEN 1.4 84.79000000000087 -1.1634688870555876 3955.8685 4000.9096 305.156938831821 3955.8685 4637.4901 300.9700758016576 4637.4901 5316.1089 4.601995164942162 5298.0925 5520.2951 95.24968436486783 5550.3225 5850.5963 175.35496248947084 5850.5963 6478.1686 514.231104695037 7703.2857 8700.1948 2007N "" "" "" +CMFGEN 1.7 84.79000000000087 -0.7204976381101181 3961.874 4000.9096 306.0953068004708 3961.874 4640.4928 267.3012824124287 4640.4928 5241.0405 1.2449691839152663 5241.0405 5502.2787 161.0930394044264 5550.3225 5883.6264 59.55051464705944 5883.6264 6201.9167 412.45463744438723 7862.4308 8802.2879 2007N "" "" "" +OBSERVED "" 32.85000000005675 -0.2631420883494919 3994.9041 4000.9096 356.90180177658294 3994.9041 4604.46 413.54929349046245 4604.46 5511.2869 33.8140250219932 5295.0897 5511.2869 87.17918644665878 5568.3389 5952.6894 221.00143001009792 5952.6894 6559.2425 584.2678265173296 7757.335 8748.2386 2007N "" "" "" +CMFGEN 1.04 32.85000000005675 0.16470819094444733 3901.8193 4000.9096 51.44405935018912 3901.8193 4502.3669 133.51081849212042 4502.3669 5135.9446 79.29289958868628 5150.9583 5604.3718 11.41838286602054 5604.3718 5817.5662 150.8122978946953 5817.5662 6285.9933 132.44633348272413 7868.4363 8505.0168 2007N "" "" "" +CMFGEN 1.02 32.85000000005675 23.938192430968556 3901.8193 4087.989 82.96645504023172 4087.989 4499.3641 145.12614336773134 4502.3669 5090.9036 95.7183327281275 5150.9583 5607.3745 17.32712391105952 5607.3745 5829.5771 157.25961605107267 5829.5771 6328.0317 136.62535042615963 7757.335 8517.0278 2007N "" "" "" +CMFGEN 1.4 32.85000000005675 25.315868357827448 3901.8193 4081.9835 104.08586474990253 4081.9835 4490.3559 161.49551016576197 4502.3669 5081.8953 93.26469257974048 5153.9611 5601.369 33.590513250496045 5601.369 5865.61 160.86136861880374 5865.61 6331.0344 145.053581013751 7748.3268 8499.0113 2007N "" "" "" +CMFGEN 1.7 32.85000000005675 13.435962575529873 3901.8193 4072.9753 53.68109942677899 3901.8193 4502.3669 132.014821304497 4502.3669 5144.9528 94.95014139946927 5150.9583 5613.38 11.146659160539707 5613.38 5808.558 136.67893103908102 5808.558 6310.0152 132.35089622068676 7817.3898 8520.0305 2007N "" "" "" +OBSERVED "" 5.870000000075379 "" "" "" "" "" "" 349.13836852739166 4598.2981 5495.2334 27.74689486943082 5277.9037 5618.9072 26.846275273474514 5618.9072 5905.8785 141.7025317526722 5905.8785 6491.8282 372.10152487821847 7810.215 8566.6664 2007N "" "" "" +CMFGEN 1.04 5.870000000075379 "" "" "" "" "" "" 805.5947199094974 4501.0401 5549.2656 157.3438166993642 5204.66 5653.728 -2.611571944777879 5653.728 5800.2154 252.73325096377425 5800.2154 6599.8927 464.52933072857417 7500.4301 8899.2649 2007N "" "" "" +CMFGEN 1.02 5.870000000075379 "" "" "" "" "" "" 775.2447379385007 4501.0401 5549.2656 231.99572942391828 5153.0292 5628.5129 -2.0088895532374633 5628.5129 5800.2154 197.86045855130078 5800.2154 6599.8927 456.2900488057274 7500.4301 8899.2649 2007N "" "" "" +CMFGEN 1.4 5.870000000075379 "" "" "" "" "" "" 688.9860427197442 4501.0401 5549.2656 190.5382182295151 5155.4306 5587.6886 50.11968146882678 5587.6886 5999.5344 54.782809697806904 5999.5344 6599.8927 341.92645047560114 7500.4301 8899.2649 2007N "" "" "" +CMFGEN 1.7 5.870000000075379 "" "" "" "" "" "" 637.6725380025382 4501.0401 5549.2656 41.67241966905558 5299.5166 5663.3337 -5.093804226516638 5663.3337 5800.2154 220.65682100675684 5800.2154 6583.0826 597.1744678668664 7500.4301 8846.4334 2007N "" "" "" +OBSERVED "" 7.8500000000567525 4.126339641551806 3981.1594 4003.9885 300.11401352812845 3981.1594 4607.9222 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007N 226.93578673883383 3595.1399 3981.1594 +CMFGEN 1.04 7.8500000000567525 -4.244315138318424 3999.8377 4149.2646 -63.04228007461805 4149.2646 4450.1938 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007N 127.60802145689553 3771.5466 4099.4557 +CMFGEN 1.02 7.8500000000567525 6.766408614564982 3999.8377 4149.2646 -78.00784258001914 4149.2646 4450.1938 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007N 146.13299365305784 3757.019 4099.4557 +CMFGEN 1.4 7.8500000000567525 16.94526315952389 3999.8377 4149.2646 -95.70770752806777 4149.2646 4450.1938 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007N 144.92132811907518 3761.1698 4099.4557 +CMFGEN 1.7 7.8500000000567525 11.147343961423724 3999.8377 4149.2646 113.69082854434012 4149.2646 4473.0229 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007N 83.68809411128848 3798.5265 4099.4557 +OBSERVED "" 19.859999999833235 5.249191329804885 3997.9069 4015.9233 351.1576870389629 3997.9069 4595.4518 436.6508076082488 4595.4518 5502.2787 43.706613924314986 5292.087 5502.2787 9.806061598665599 5679.4402 5811.5607 221.77578541698313 5811.5607 6508.196 494.1729163830354 7766.3432 8652.151 2007N "" "" "" +CMFGEN 1.04 19.859999999833235 -0.01097678951872321 3997.9069 4006.9151 89.2851086536142 4006.9151 4454.3231 127.80234535502902 4502.3669 5060.8762 28.11805000431195 5150.9583 5508.2842 -3.1454969931611463 5550.3225 5802.5525 142.84444972890887 5802.5525 6267.9769 44.576140293456625 7682.2666 8294.8251 2007N "" "" "" +CMFGEN 1.02 19.859999999833235 59.71141347677207 3901.8193 4148.0438 61.820693626172286 4148.0438 4451.3203 361.16182644512526 4502.3669 5277.0733 129.4033555160539 5277.0733 5697.4567 -3.3580375835339438 5697.4567 5802.5525 46.57468462661333 5802.5525 6285.9933 417.4707775481215 7502.1023 8556.0634 2007N "" "" "" +CMFGEN 1.4 19.859999999833235 17.747164903850685 3997.9069 4148.0438 -98.56452633540442 4148.0438 4451.3203 683.2698126158224 4502.3669 5547.3198 190.57253620870466 5153.9611 5589.3581 49.78321748901132 5589.3581 5997.7305 55.29701377784572 5997.7305 6598.2781 339.2444553711302 7502.1023 8898.3755 2007N "" "" "" +CMFGEN 1.7 19.859999999833235 -0.012603317772143555 3997.9069 4012.9206 77.70311968799717 4012.9206 4451.3203 160.15147627207182 4502.3669 5075.8899 26.51358970322063 5150.9583 5502.2787 30.78359808988262 5550.3225 5802.5525 128.80577128239483 5802.5525 6267.9769 250.44268684584318 7502.1023 8393.9155 2007N "" "" "" +OBSERVED "" 0.690000000220607 5.612237237395063 3978.9621 4062.9558 96.58810236168124 4062.9558 4482.9242 142.7992496637423 4515.9217 5118.8764 70.21225791172239 5199.8703 5583.8414 11.085200505066489 5583.8414 5880.8191 63.99325916174874 5880.8191 6300.7875 114.8625983179516 7872.6693 8502.622 2007S "" "" "" +CMFGEN 1.04 0.690000000220607 -4.3362846419542 3999.9605 4149.9492 -68.85672054422047 4149.9492 4452.9264 803.9334258172678 4500.9228 5547.8441 160.69591568695014 5199.8703 5652.8362 -2.8175182372981897 5652.8362 5802.825 250.30029100465296 5802.825 6597.7652 463.817023512399 7500.6973 8898.5922 2007S "" "" "" +CMFGEN 1.02 0.690000000220607 6.6950535671337486 3999.9605 4149.9492 -83.02976837880274 4149.9492 4452.9264 771.5139000326448 4500.9228 5547.8441 232.43645706019402 5151.8739 5628.838 -1.8212995775915928 5628.838 5802.825 195.37446770653185 5802.825 6597.7652 455.6345564300412 7500.6973 8898.5922 2007S "" "" "" +CMFGEN 1.4 0.690000000220607 16.957556375664826 3999.9605 4149.9492 -100.68444906557654 4149.9492 4452.9264 684.8099499717648 4500.9228 5547.8441 190.7705739202508 5154.8737 5586.8412 49.64339285031132 5586.8412 5997.8103 55.0583739449411 5997.8103 6597.7652 341.10455172576553 7500.6973 8898.5922 2007S "" "" "" +CMFGEN 1.7 0.690000000220607 11.128362555489677 3999.9605 4149.9492 111.69933269751577 4149.9492 4473.9249 633.9082319310444 4500.9228 5547.8441 41.39479067641668 5298.8629 5661.8356 -5.616160860027609 5661.8356 5802.825 217.76555693854755 5802.825 6582.7663 596.6399546932212 7500.6973 8847.596 2007S "" "" "" +OBSERVED "" 34.57999999988533 3.375436962958554 3961.418 4009.2905 253.30993074041925 3961.418 4631.6338 393.0512311723179 4631.6338 5529.2442 25.731504567869926 5283.8974 5529.2442 57.384006091093276 5559.1646 5879.3123 305.39483456359767 5879.3123 6564.4883 378.4795604639636 7740.358 8637.9684 2007S 81.80347315309486 3728.0392 3961.418 +CMFGEN 1.04 34.57999999988533 0.38543265757257783 3904.5693 4000.3144 55.78195144970887 3904.5693 4473.0559 145.63190488566892 4502.9763 5152.2478 74.12218639069536 5152.2478 5601.0531 13.940230624176579 5601.0531 5834.4318 145.3057447045254 5834.4318 6265.2848 154.66885872499222 7869.0155 8527.2631 2007S 131.3857905939918 3596.3897 3904.5693 +CMFGEN 1.02 34.57999999988533 25.9594941598893 3901.5773 4096.0595 78.78334622325809 4096.0595 4508.9603 151.94869272602992 4508.9603 5101.3832 95.12544666039244 5155.2399 5619.0053 18.01454132031434 5619.0053 5837.4238 155.47983671723622 5837.4238 6331.1096 157.89595076558015 7779.2544 8539.2313 2007S 151.6423954854256 3563.4773 4096.0595 +CMFGEN 1.4 34.57999999988533 29.94164928889957 3901.5773 4093.0675 99.54644575167309 4093.0675 4499.9842 169.35480811847904 4502.9763 5092.4071 94.23285403744333 5161.2239 5610.0292 32.17779929995223 5610.0292 5876.3203 159.60064333819525 5876.3203 6334.1016 163.88379615865352 7755.3181 8527.2631 2007S 182.63391721902673 3500.6446 4093.0675 +CMFGEN 1.7 34.57999999988533 13.331870608094759 3901.5773 4081.0993 58.420352336854975 3901.5773 4508.9603 140.6387034772095 4508.9603 5149.2558 92.86044428867581 5152.2478 5619.0053 13.064584832168462 5619.0053 5819.4716 138.03931364630344 5819.4716 6310.1653 150.65451372435504 7845.0792 8536.2392 2007S 116.60126637061734 3614.3419 3901.5773 +OBSERVED "" 6.659999999959837 20.07828611165463 3903.9677 4074.9549 119.59440229632428 4074.9549 4539.9199 193.05654436949447 4539.9199 5208.8696 67.86024443909236 5208.8696 5601.8401 17.697794520376426 5601.8401 5877.8193 144.56475938306 5877.8193 6561.7679 182.4960974723118 7881.6686 8616.6134 2007S "" "" "" +CMFGEN 1.04 6.659999999959837 -4.3362846419542 3999.9605 4149.9492 -68.85672054422047 4149.9492 4452.9264 803.9334258172678 4500.9228 5547.8441 160.69591568695014 5199.8703 5652.8362 -2.8175182372981897 5652.8362 5802.825 250.30029100465296 5802.825 6597.7652 463.817023512399 7500.6973 8898.5922 2007S "" "" "" +CMFGEN 1.02 6.659999999959837 6.6950535671337486 3999.9605 4149.9492 -83.02976837880274 4149.9492 4452.9264 771.5139000326448 4500.9228 5547.8441 232.43645706019402 5151.8739 5628.838 -1.8212995775915928 5628.838 5802.825 195.37446770653185 5802.825 6597.7652 455.6345564300412 7500.6973 8898.5922 2007S "" "" "" +CMFGEN 1.4 6.659999999959837 16.957556375664826 3999.9605 4149.9492 -100.68444906557654 4149.9492 4452.9264 684.8099499717648 4500.9228 5547.8441 190.7705739202508 5154.8737 5586.8412 49.64339285031132 5586.8412 5997.8103 55.0583739449411 5997.8103 6597.7652 341.10455172576553 7500.6973 8898.5922 2007S "" "" "" +CMFGEN 1.7 6.659999999959837 11.128362555489677 3999.9605 4149.9492 111.69933269751577 4149.9492 4473.9249 633.9082319310444 4500.9228 5547.8441 41.39479067641668 5298.8629 5661.8356 -5.616160860027609 5661.8356 5802.825 217.76555693854755 5802.825 6582.7663 596.6399546932212 7500.6973 8847.596 2007S "" "" "" +OBSERVED "" 12.659999999959837 16.54286558012226 3954.9639 4068.9553 199.4383338958472 3954.9639 4551.919 232.95667385126015 4551.919 5217.8689 19.144037977987043 5217.8689 5502.8475 51.54907271009844 5553.8437 5862.8204 161.20803528054617 5862.8204 6561.7679 211.20110829713644 7908.6666 8709.6064 2007S "" "" "" +CMFGEN 1.04 12.659999999959837 -4.3362846419542 3999.9605 4149.9492 -68.85672054422047 4149.9492 4452.9264 803.9334258172678 4500.9228 5547.8441 160.69591568695014 5199.8703 5652.8362 -2.8175182372981897 5652.8362 5802.825 250.30029100465296 5802.825 6597.7652 463.817023512399 7500.6973 8898.5922 2007S "" "" "" +CMFGEN 1.02 12.659999999959837 6.6950535671337486 3999.9605 4149.9492 -83.02976837880274 4149.9492 4452.9264 771.5139000326448 4500.9228 5547.8441 232.43645706019402 5151.8739 5628.838 -1.8212995775915928 5628.838 5802.825 195.37446770653185 5802.825 6597.7652 455.6345564300412 7500.6973 8898.5922 2007S "" "" "" +CMFGEN 1.4 12.659999999959837 16.957556375664826 3999.9605 4149.9492 -100.68444906557654 4149.9492 4452.9264 684.8099499717648 4500.9228 5547.8441 190.7705739202508 5154.8737 5586.8412 49.64339285031132 5586.8412 5997.8103 55.0583739449411 5997.8103 6597.7652 341.10455172576553 7500.6973 8898.5922 2007S "" "" "" +CMFGEN 1.7 12.659999999959837 11.128362555489677 3999.9605 4149.9492 111.69933269751577 4149.9492 4473.9249 633.9082319310444 4500.9228 5547.8441 41.39479067641668 5298.8629 5661.8356 -5.616160860027609 5661.8356 5802.825 217.76555693854755 5802.825 6582.7663 596.6399546932212 7500.6973 8847.596 2007S "" "" "" +OBSERVED "" -12.230000000170548 2.5582922746420373 3946.1301 4000.0366 115.76809171446621 3946.1301 4545.3211 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007S 9.04780722045604 3784.4107 3946.1301 +CMFGEN 1.04 -12.230000000170548 -4.213721954917778 3997.9632 4149.316 -66.86341939323547 4149.316 4452.0214 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007S 125.76544499403582 3774.0441 4099.5562 +CMFGEN 1.02 -12.230000000170548 7.258718345512517 3997.9632 4149.316 -81.60873496065818 4149.316 4452.0214 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007S 145.8137489076694 3757.4575 4099.5562 +CMFGEN 1.4 -12.230000000170548 17.902408706102648 3997.9632 4149.316 -99.13795949621951 4149.316 4452.0214 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007S 144.6415080336185 3761.6042 4099.5562 +CMFGEN 1.7 -12.230000000170548 11.630795346513171 3997.9632 4149.316 113.63218002490099 4149.316 4472.7547 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007S 83.58342695408454 3798.924 4099.5562 +OBSERVED "" -0.32000000002153683 8.162164037740329 3981.9619 4062.9558 104.49716092859815 4062.9558 4488.9237 130.54327210295213 4509.9222 5109.8771 77.71670786816468 5214.8692 5682.834 12.21722352600069 5682.834 5877.8193 234.48306988028418 5877.8193 6564.7677 112.43998351070579 7803.6745 8514.621 2007S "" "" "" +CMFGEN 1.04 -0.32000000002153683 -4.3362846419542 3999.9605 4149.9492 -68.85672054422047 4149.9492 4452.9264 803.9334258172678 4500.9228 5547.8441 160.69591568695014 5199.8703 5652.8362 -2.8175182372981897 5652.8362 5802.825 250.30029100465296 5802.825 6597.7652 463.817023512399 7500.6973 8898.5922 2007S "" "" "" +CMFGEN 1.02 -0.32000000002153683 6.6950535671337486 3999.9605 4149.9492 -83.02976837880274 4149.9492 4452.9264 771.5139000326448 4500.9228 5547.8441 232.43645706019402 5151.8739 5628.838 -1.8212995775915928 5628.838 5802.825 195.37446770653185 5802.825 6597.7652 455.6345564300412 7500.6973 8898.5922 2007S "" "" "" +CMFGEN 1.4 -0.32000000002153683 16.957556375664826 3999.9605 4149.9492 -100.68444906557654 4149.9492 4452.9264 684.8099499717648 4500.9228 5547.8441 190.7705739202508 5154.8737 5586.8412 49.64339285031132 5586.8412 5997.8103 55.0583739449411 5997.8103 6597.7652 341.10455172576553 7500.6973 8898.5922 2007S "" "" "" +CMFGEN 1.7 -0.32000000002153683 11.128362555489677 3999.9605 4149.9492 111.69933269751577 4149.9492 4473.9249 633.9082319310444 4500.9228 5547.8441 41.39479067641668 5298.8629 5661.8356 -5.616160860027609 5661.8356 5802.825 217.76555693854755 5802.825 6582.7663 596.6399546932212 7500.6973 8847.596 2007S "" "" "" +OBSERVED "" 34.2600000000748 -0.20730545047459606 3960.8434 4000.1669 289.7384927875622 3960.8434 4608.1683 426.73915386757744 4608.1683 5548.9069 27.575233059081693 5297.8416 5548.9069 61.91388519777301 5551.9318 5821.1464 253.07233699275554 5821.1464 6495.6952 455.1896185185584 7732.8723 8776.4569 2007af "" "" "" +CMFGEN 1.04 34.2600000000748 0.3523343021957037 3903.3706 4000.1669 54.33189905349826 3903.3706 4478.0984 143.07228292590617 4502.2974 5149.6224 75.19494591182723 5152.6472 5600.3299 13.515245605897038 5600.3299 5833.2459 146.4770309785907 5833.2459 6268.829 150.77157052514525 7868.9921 8525.3916 2007af "" "" "" +CMFGEN 1.02 34.2600000000748 26.263635820049647 3900.3457 4096.9631 79.48924091215355 4096.9631 4505.3223 150.16564865661383 4505.3223 5098.1994 95.28158068866466 5155.6721 5615.4543 17.798021772778213 5615.4543 5836.2708 155.71137374565848 5836.2708 6332.3516 153.8306338749618 7775.2207 8534.4663 2007af "" "" "" +CMFGEN 1.4 34.2600000000748 29.938960809623612 3900.3457 4090.9134 100.42274515604682 4090.9134 4499.2725 167.78589440083084 4502.2974 5089.1247 94.1809277600227 5158.697 5609.4046 32.392168857739044 5609.4046 5872.5694 159.87388447912895 5872.5694 6335.3765 160.32094190547633 7754.0465 8522.3668 2007af "" "" "" +CMFGEN 1.7 34.2600000000748 13.699748093944102 3900.3457 4078.8138 58.860943795303456 3900.3457 4508.3472 138.70605788789567 4508.3472 5146.5975 93.42713462865817 5152.6472 5618.4792 12.787112611293628 5618.4792 5818.1215 137.9285432833824 5818.1215 6311.1774 147.12676644598164 7841.7681 8534.4663 2007af "" "" "" +OBSERVED "" 4.180000000000291 25.64318214880651 3936.97 4093.776 158.1792712802078 3936.97 4549.1165 188.76844595356636 4549.1165 5224.5885 91.60718822832614 5224.5885 5604.5415 24.14166463624668 5604.5415 5869.9055 119.90243562978154 5869.9055 6337.3081 237.8042110631944 7872.1976 8595.9176 2007af 107.88924109328049 3665.575 3936.97 +CMFGEN 1.04 4.180000000000291 -4.070441487254833 3997.28 4148.055 -68.52088961273458 4148.055 4452.6205 803.6917697167859 4500.8685 5547.247 158.1504441674692 5203.48 5652.7895 -2.818267692345524 5652.7895 5800.549 252.56093643466235 5800.549 6599.6566 462.83517839398684 7501.2911 8897.4676 2007af 125.82200196442281 3774.133 4099.807 +CMFGEN 1.02 4.180000000000291 7.432502951335322 3997.28 4148.055 -83.2010823015158 4148.055 4452.6205 770.4941960321307 4500.8685 5547.247 232.31425210375357 5152.2165 5628.6655 -1.9503840465208406 5628.6655 5800.549 197.42368340680767 5800.549 6599.6566 454.8745024503807 7501.2911 8897.4676 2007af 146.80036345892483 3756.04 4099.807 +CMFGEN 1.4 4.180000000000291 18.011175037800616 3997.28 4148.055 -101.34542230385826 4148.055 4452.6205 683.8111993860625 4500.8685 5547.247 189.6150261455045 5155.232 5589.464 50.240734461698636 5589.464 5999.572 54.59839481702867 5999.572 6599.6566 340.4471866139446 7501.2911 8897.4676 2007af 144.6250078774536 3762.071 4099.807 +CMFGEN 1.7 4.180000000000291 11.782205285245634 3997.28 4148.055 113.59863951226664 4148.055 4473.729 632.6931250591266 4500.8685 5547.247 42.32162164648173 5299.976 5661.836 -5.390093662599984 5661.836 5800.549 220.16387803195363 5800.549 6581.5636 595.4977372465094 7501.2911 8846.2041 2007af 83.95283791806466 3798.257 4099.807 +OBSERVED "" 4.2000000000189175 "" "" "" "" "" "" "" "" "" 90.64789594646818 5221.2038 5596.2379 22.813708539862596 5596.2379 5874.4889 117.39760507512031 5874.4889 6316.0613 261.24919724749594 7876.687 8587.437 2007af "" "" "" +CMFGEN 1.04 4.2000000000189175 "" "" "" "" "" "" "" "" "" 160.39798637804427 5200.0325 5653.7027 -2.578313418521467 5653.7027 5801.9017 250.96106955643847 5801.9017 6597.3369 462.74726704228385 7501.6529 8898.9572 2007af "" "" "" +CMFGEN 1.02 4.2000000000189175 "" "" "" "" "" "" "" "" "" 232.4044765056462 5151.641 5629.507 -1.7254736991436292 5629.507 5801.9017 196.13095490864646 5801.9017 6597.3369 453.9923372591751 7501.6529 8898.9572 2007af "" "" "" +CMFGEN 1.4 4.2000000000189175 "" "" "" "" "" "" "" "" "" 190.8789326852074 5154.6655 5587.1644 49.8455626109898 5587.1644 5998.4921 54.98659340129744 5998.4921 6597.3369 339.49941165452276 7501.6529 8898.9572 2007af "" "" "" +CMFGEN 1.7 4.2000000000189175 "" "" "" "" "" "" "" "" "" 41.979273012094566 5299.84 5662.7762 -5.342822512248317 5662.7762 5801.9017 218.7821702578379 5801.9017 6582.2145 594.6105469339866 7501.6529 8847.5413 2007af "" "" "" +OBSERVED "" -0.7599999999438296 "" "" "" "" "" "" "" "" "" 86.35900674834689 5207.0235 5549.072 22.7811445975019 5555.126 5921.3904 104.78812283237716 5921.3904 6302.7897 210.98217981163742 7870.7645 8597.2394 2007af "" "" "" +CMFGEN 1.04 -0.7599999999438296 "" "" "" "" "" "" "" "" "" 156.79118203806425 5203.9965 5655.0163 -2.42141139496118 5655.0163 5800.3113 252.6717888718638 5800.3113 6599.4336 463.42811267435627 7501.4732 8899.9372 2007af "" "" "" +CMFGEN 1.02 -0.7599999999438296 "" "" "" "" "" "" "" "" "" 232.41166896559565 5152.5379 5627.7735 -2.1447463761946945 5627.7735 5800.3113 197.60487217817223 5800.3113 6599.4336 454.1498691685492 7501.4732 8899.9372 2007af "" "" "" +CMFGEN 1.4 -0.7599999999438296 "" "" "" "" "" "" "" "" "" 189.81568863964037 5155.5648 5588.4228 49.68159351758315 5588.4228 5997.0649 55.2417583577828 5997.0649 6599.4336 339.5773997127937 7501.4732 8899.9372 2007af "" "" "" +CMFGEN 1.7 -0.7599999999438296 "" "" "" "" "" "" "" "" "" 40.04890854387676 5297.8328 5664.0972 -4.9904620911432245 5664.0972 5800.3113 220.43519498772042 5800.3113 6584.2987 595.0024946819193 7501.4732 8845.4516 2007af "" "" "" +OBSERVED "" 41.20000000001892 0.2783106440012696 3974.2178 4001.3673 307.90727825337046 3974.2178 4631.8388 441.01438217646876 4631.8388 5545.8717 30.18300423921978 5298.5096 5545.8717 85.50492651473392 5554.9215 5859.5991 259.3401184552275 5859.5991 6508.1703 507.71590919663765 7717.831 8746.495 2007af "" "" "" +CMFGEN 1.04 41.20000000001892 -1.0447215330525184 3913.8856 4001.3673 101.45838061535471 3913.8856 4529.2741 211.82106126783293 4529.2741 5183.8785 28.772734641259724 5183.8785 5506.6557 20.761247217121657 5624.3035 5853.5659 123.44295301588626 5853.5659 6251.7584 195.93621297888933 7892.7944 8547.3988 2007af "" "" "" +CMFGEN 1.02 41.20000000001892 29.80072255224226 3904.8358 4122.0317 105.74726460508816 3904.8358 4541.3405 194.3279300810171 4541.3405 5186.8951 82.46560334742313 5186.8951 5597.154 21.001763508028905 5597.154 5862.6157 162.60033586239027 5862.6157 6360.3564 255.51029428904855 7500.635 8628.8472 2007af "" "" "" +CMFGEN 1.4 41.20000000001892 39.745025145945164 3901.8192 4119.0151 128.4530322144059 3901.8192 4535.3073 209.8972562817651 4535.3073 5192.9283 84.72286611954848 5192.9283 5582.071 27.199645155350176 5582.071 5874.6822 160.28087443364032 5874.6822 6354.3232 242.04191428754967 7823.4123 8616.7808 2007af "" "" "" +CMFGEN 1.7 41.20000000001892 18.56083499932209 3904.8358 4125.0483 96.06550575267693 3904.8358 4535.3073 196.7633830388731 4535.3073 5183.8785 67.78121572374368 5183.8785 5621.2869 18.8249048873902 5621.2869 5853.5659 140.5496452112887 5853.5659 6281.9245 218.1862775196971 7877.7113 8619.7974 2007af "" "" "" +OBSERVED "" 11.200000000018917 42.364776306064364 3948.4457 4147.4811 261.4581474649161 3948.4457 4596.8187 275.2646271668411 4596.8187 5245.1918 16.704166691204655 5245.1918 5543.745 62.879904228791695 5552.792 5875.4707 143.60326262912932 5875.4707 6400.2005 328.2795124204793 7886.935 8686.0925 2007af 93.25410108413239 3680.0494 3948.4457 +CMFGEN 1.04 11.200000000018917 -4.1452604082605395 3999.7124 4147.4811 -67.311821234861 4147.4811 4452.0657 806.049647139127 4500.3167 5549.7763 159.42866326854397 5199.9565 5655.3254 -2.410088060928454 5655.3254 5800.0785 252.77998988399165 5800.0785 6599.236 463.3054819748235 7500.9269 8897.1907 2007af 126.02425935522787 3773.5357 4099.2301 +CMFGEN 1.02 11.200000000018917 6.735885776800719 3999.7124 4147.4811 -82.40305821918413 4147.4811 4452.0657 776.2997176610404 4500.3167 5549.7763 232.84916601497065 5151.7055 5628.1843 -2.06647481725194 5628.1843 5800.0785 197.78582839140768 5800.0785 6599.236 455.5495179771627 7500.9269 8897.1907 2007af 146.81225320147794 3755.4416 4099.2301 +CMFGEN 1.4 11.200000000018917 16.652184368988973 3999.7124 4147.4811 -100.50669049985773 4147.4811 4452.0657 690.0008900172708 4500.3167 5549.7763 190.17155707471187 5154.7211 5588.9803 50.13643249155929 5588.9803 5999.114 54.72479989103343 5999.114 6599.236 341.13408954947795 7500.9269 8897.1907 2007af 144.44713702673192 3761.473 4099.2301 +CMFGEN 1.7 11.200000000018917 11.071983865894403 3999.7124 4147.4811 114.81037373980014 4147.4811 4473.1755 639.6388865720736 4500.3167 5549.7763 38.41764058900776 5299.4742 5673.4196 -3.514797007034224 5673.4196 5800.0785 220.73063652017225 5800.0785 6584.1576 596.2382170387366 7500.9269 8845.924 2007af 83.57747806509315 3797.6613 4099.2301 +OBSERVED "" -10.73000000014872 "" "" "" "" "" "" 131.44206114172476 4506.71 5081.3954 80.73924591625975 5163.9652 5606.539 28.212587786849184 5606.539 5920.304 106.56587025872848 5920.304 6277.0053 245.6956206813657 7726.9301 8506.3885 2007af "" "" "" +CMFGEN 1.04 -10.73000000014872 "" "" "" "" "" "" 804.2744609698343 4500.1044 5547.0888 158.0825601670902 5203.5986 5652.778 -2.8024753969168255 5652.778 5801.4036 251.38851809083496 5801.4036 6597.3759 462.0827848207362 7502.3404 8899.4204 2007af "" "" "" +CMFGEN 1.02 -10.73000000014872 "" "" "" "" "" "" 770.8370829253274 4500.1044 5547.0888 230.62686421940845 5154.0568 5629.6585 -1.716798226258327 5629.6585 5801.4036 196.53110000797085 5801.4036 6597.3759 452.71867071588207 7502.3404 8899.4204 2007af "" "" "" +CMFGEN 1.4 -10.73000000014872 "" "" "" "" "" "" 684.2827350364794 4500.1044 5547.0888 191.2282854797819 5154.0568 5586.7223 50.0136821622952 5586.7223 5999.571 54.75202245804866 5999.571 6597.3759 338.21211551091847 7502.3404 8899.4204 2007af "" "" "" +CMFGEN 1.7 -10.73000000014872 "" "" "" "" "" "" 633.622551052559 4500.1044 5547.0888 41.62821330317513 5299.3795 5662.6864 -5.310404382324009 5662.6864 5801.4036 219.26175585157733 5801.4036 6584.1648 593.1502257625298 7502.3404 8846.5758 2007af "" "" "" +OBSERVED "" -10.719999999906577 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 109.1030753108381 5926.8165 6354.6559 286.6545160991162 7729.1322 8497.2219 2007af "" "" "" +CMFGEN 1.04 -10.719999999906577 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 250.6778667642453 5802.1704 6597.2106 464.53498269679096 7500.0529 8898.1109 2007af "" "" "" +CMFGEN 1.02 -10.719999999906577 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 195.91083665008216 5802.1704 6597.2106 456.8898140286557 7500.0529 8898.1109 2007af "" "" "" +CMFGEN 1.4 -10.719999999906577 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 55.21954820543367 5997.5616 6597.2106 342.4493778137515 7500.0529 8898.1109 2007af "" "" "" +CMFGEN 1.7 -10.719999999906577 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 218.48700196767567 5802.1704 6583.7353 597.8501738013501 7500.0529 8847.5786 2007af "" "" "" +OBSERVED "" -10.750000000167347 15.853517316948947 3924.802 4066.9681 113.27822038972829 3924.802 4503.9201 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007af 164.1814055588106 3512.9382 3924.802 +CMFGEN 1.04 -10.750000000167347 -4.147411880483438 3997.9757 4148.5046 -66.19721832480373 4148.5046 4451.6531 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007af 125.25052888301389 3774.2731 4098.3283 +CMFGEN 1.02 -10.750000000167347 7.249933369072394 3997.9757 4148.5046 -81.26244436056822 4148.5046 4451.6531 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007af 144.94726721561173 3757.5476 4098.3283 +CMFGEN 1.4 -10.750000000167347 17.763333232243134 3997.9757 4148.5046 -98.95826861268598 4148.5046 4451.6531 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007af 143.4579249406964 3761.729 4098.3283 +CMFGEN 1.7 -10.750000000167347 11.590010892625779 3997.9757 4148.5046 114.4244240103472 4148.5046 4472.5599 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007af 82.53392802829237 3799.3612 4098.3283 +OBSERVED "" 57.130000000186556 0.21405373082055232 3991.8402 4003.9001 309.309044179973 3991.8402 4624.9855 405.7397848658661 4624.9855 5541.5389 14.98749606616145 5297.3256 5541.5389 109.5672101827226 5556.6137 5858.1115 251.3194822597163 5858.1115 6527.4367 567.3373721758353 7730.4129 8782.6402 2007af 105.54665478750871 3708.4322 3991.8402 +CMFGEN 1.04 57.130000000186556 -1.2999454019635963 3952.6454 4000.8851 189.35644383829805 3952.6454 4594.8358 238.68510045532926 4594.8358 5209.8913 3.692714019643676 5209.8913 5517.419 97.72453905647087 5550.5838 5855.0966 51.20576410077894 5855.0966 6213.879 294.2127000167641 7835.9371 8707.2658 2007af 119.19863109418975 3666.2225 3952.6454 +CMFGEN 1.02 57.130000000186556 -2.9191785139855604 3937.5705 4000.8851 268.07970723873495 3937.5705 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4147.5526 4473.6852 636.2612105524231 4500.8629 5548.715 40.42688734465568 5298.076 5663.4653 -5.266446688629377 5663.4653 5802.3737 218.08803338639552 5802.3737 6584.488 592.8168373463661 7502.4909 8846.2781 2007af 84.77279158119438 3794.2423 4099.2367 +OBSERVED "" 54178.33999999985 30.361671755646046 3907.6331 4078.1208 130.9217168475775 4078.1208 4536.6739 211.57835504491476 4536.6739 5218.6247 84.59300808610406 5218.6247 5588.9946 22.44085798024831 5588.9946 5847.6656 100.96713252138325 5847.6656 6329.7343 305.4304426092696 7802.3953 8554.8928 2007ai 127.80242886214926 3628.386 4078.1208 +CMFGEN 1.04 54178.33999999985 0.0 3998.7558 4001.6953 469.45448654722134 4001.6953 4695.4038 109.26330568552434 4695.4038 5051.0765 27.51763297760195 5239.2008 5500.8113 152.3161381902822 5550.7818 5938.7883 272.3761954571286 5938.7883 6520.7981 489.3379426096855 7867.0631 8898.8076 2007ai 288.8262477604742 3501.9899 4001.6953 +CMFGEN 1.02 54178.33999999985 3.263500580885595e-16 3998.7558 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54185.29000000004 31.082430967706784 3942.5192 4092.4808 236.12199370586487 3942.5192 4583.5315 324.4768545511041 4583.5315 5409.7904 29.828806025993625 5221.6033 5533.2882 59.28698215540071 5565.6329 5862.6156 135.81519753708648 5862.6156 6353.6663 724.7023434817896 7673.9164 8770.6943 2007ai 117.08371004711437 3672.0002 3942.5192 +CMFGEN 1.04 54185.29000000004 0.0 3998.3872 4001.3277 469.6808084467916 4001.3277 4695.2676 109.22902644392703 4695.2676 5051.0588 27.682291516344822 5239.2459 5500.9436 152.05882625644855 5550.9308 5939.0666 272.30160886152964 5939.0666 6518.33 488.4524647449522 7865.0439 8897.1325 2007ai 289.2800432509111 3501.4557 4001.3277 +CMFGEN 1.02 54185.29000000004 3.2646108039099416e-16 3998.3872 4001.3277 458.04177598151495 3998.3872 4689.3867 231.3429437545396 4689.3867 5230.4246 32.40120094458078 5230.4246 5500.9436 173.20437917523932 5550.9308 5874.3773 227.87213879035022 5874.3773 6515.3896 590.3833730979937 7853.2823 8897.1325 2007ai 166.58585675587778 3683.7619 3998.3872 +CMFGEN 1.4 54185.29000000004 0.12239815283136342 3998.3872 4036.6127 396.4551273354327 4036.6127 4683.5059 238.32084682098804 4683.5059 5227.4842 33.21878615379693 5227.4842 5500.9436 172.95412148685529 5550.9308 5877.3178 210.95743356638184 5877.3178 6512.4492 580.121945320103 7856.2227 8897.1325 2007ai 165.1805722152146 3686.7024 4036.6127 +CMFGEN 1.7 54185.29000000004 -0.0013915194380729463 3995.4468 4001.3277 499.50468270890656 3995.4468 4683.5059 117.89752890986006 4683.5059 5051.0588 41.54558649505847 5251.0076 5500.9436 170.438700415726 5550.9308 5912.6028 311.6735128819374 5912.6028 6550.6747 651.0828049118047 7862.1035 8873.6092 2007ai 307.1655112723891 3501.4557 3995.4468 +OBSERVED "" 54169.37000000011 "" "" "" "" "" "" 233.94317439331937 4502.6315 5143.9739 81.72561855761347 5151.1598 5539.1988 46.61227941030967 5627.2262 5903.8837 104.17825738451512 5903.8837 6338.6312 151.4717611156325 7808.1495 8508.7756 2007ai "" "" "" +CMFGEN 1.04 54169.37000000011 "" "" "" "" "" "" 109.59079223716347 4696.6511 5050.5571 28.189661115986166 5239.1872 5501.4728 151.49663127197257 5551.7742 5938.0168 272.3348696848151 5938.0168 6520.0754 489.18749811002886 7867.4332 8898.6111 2007ai "" "" "" +CMFGEN 1.02 54169.37000000011 "" "" "" "" "" "" 231.7590052875501 4689.4651 5232.0012 33.87139542648685 5232.0012 5501.4728 172.66661376264614 5551.7742 5873.3436 227.7940392697417 5873.3436 6514.6859 591.436657828097 7853.0614 8898.6111 2007ai "" "" "" +CMFGEN 1.4 54169.37000000011 "" "" "" "" "" "" 238.24115217726018 4684.0757 5226.6118 33.15555092184823 5226.6118 5501.4728 172.26538274769769 5551.7742 5876.9365 210.9711736206316 5876.9365 6512.8895 581.6951308897007 7854.8579 8898.6111 2007ai "" "" "" +CMFGEN 1.7 54169.37000000011 "" "" "" "" "" "" 118.16009137507461 4684.0757 5050.5571 42.55834027800125 5251.7625 5501.4728 169.52974923457666 5551.7742 5912.8661 311.87982727297305 5912.8661 6552.412 651.1279873041412 7862.0438 8873.4604 2007ai "" "" "" +OBSERVED "" 54171.39000000013 "" "" "" "" "" "" 168.95515400044238 4524.306 5124.5271 75.03910065831025 5174.845 5582.7796 28.255232562074326 5582.7796 5913.4403 79.4921427300476 5913.4403 6301.6072 149.11209378802795 7816.5363 8556.9287 2007ai "" "" "" +CMFGEN 1.04 54171.39000000013 "" "" "" "" "" "" 109.62100308515636 4696.8247 5050.8472 25.80527563284694 5237.7424 5500.1145 152.76837867074246 5550.4324 5938.5993 272.3250558732551 5938.5993 6519.0525 489.1052545948155 7866.8542 8898.3718 2007ai "" "" "" +CMFGEN 1.02 54171.39000000013 "" "" "" "" "" "" 231.53796727259947 4687.8393 5232.3512 32.94725685467004 5232.3512 5500.1145 173.75714893860987 5550.4324 5873.9048 227.86229966133132 5873.9048 6515.4584 591.122184031233 7854.2747 8898.3718 2007ai "" "" "" +CMFGEN 1.4 54171.39000000013 "" "" "" "" "" "" 238.05130174685797 4682.4481 5226.96 32.34571802636202 5226.96 5500.1145 173.6319582939991 5550.4324 5875.7019 210.8480666358834 5875.7019 6511.8643 581.3304599432951 7856.0718 8898.3718 2007ai "" "" "" +CMFGEN 1.7 54171.39000000013 "" "" "" "" "" "" 118.12333596054145 4684.2452 5050.8472 40.166117902689656 5250.3219 5500.1145 170.66121639679835 5550.4324 5913.4403 311.85216910708107 5913.4403 6551.3998 651.309412711809 7861.463 8873.2128 2007ai "" "" "" +OBSERVED "" 54173.35000000009 8.817192252669237 3980.5419 4089.4547 108.24707655196676 4089.4547 4510.3878 170.8323531645229 4510.3878 5137.372 75.29777496470749 5155.0335 5555.3615 31.451086449112648 5555.3615 5917.4228 84.77173821551537 5917.4228 6326.5815 190.09842681580662 7871.9652 8487.1751 2007ai 114.50077886140404 3627.3114 4089.4547 +CMFGEN 1.04 54173.35000000009 0.0 3998.2035 4001.147 469.66292834588205 4001.147 4695.8338 109.32759890562154 4695.8338 5052.008 27.869980355731393 5237.454 5502.3769 150.78419985322498 5552.4179 5938.0279 272.36146923567105 5938.0279 6520.8583 489.75628439087717 7863.1345 8899.2774 2007ai 289.8001460212434 3500.7371 4001.147 +CMFGEN 1.02 54173.35000000009 3.267941472983991e-16 3998.2035 4001.147 457.9987717071499 3998.2035 4689.9466 231.71729412700512 4689.9466 5231.5668 34.36105261523938 5231.5668 5502.3769 172.10042114673797 5552.4179 5873.269 227.80636157327385 5873.269 6514.9712 591.8122785422777 7854.3037 8899.2774 2007ai 166.65796356845394 3683.2395 3998.2035 +CMFGEN 1.4 54173.35000000009 0.0015203940492019962 3998.2035 4039.4137 394.2678873104519 4039.4137 4684.0595 238.02817044398972 4684.0595 5225.6796 33.25269016401519 5225.6796 5502.3769 171.80051742036127 5552.4179 5876.2126 210.90185872815292 5876.2126 6512.0276 582.3461322264423 7854.3037 8899.2774 2007ai 164.9400123609537 3686.1831 4039.4137 +CMFGEN 1.7 54173.35000000009 -0.001180795748180215 3995.2599 4001.147 499.50754265592536 3995.2599 4684.0595 117.77011747199073 4684.0595 5052.008 43.650131578568946 5252.1719 5502.3769 169.2755838848469 5552.4179 5911.5356 311.4549367788811 5911.5356 6550.2942 650.9290580294996 7863.1345 8872.7851 2007ai 307.73812149444655 3500.7371 3995.2599 +OBSERVED "" 54185.14999999991 0.6711115594913156 3991.5582 4003.545 323.83254870522114 3991.5582 4590.9005 401.31830275138213 4590.9005 5444.9634 51.77081555610392 5274.1508 5618.7727 52.08036682699338 5618.7727 5855.5129 201.37666376779055 5855.5129 6541.7599 505.56752888696576 7737.4478 8657.4383 2007al 234.78039818908474 3566.0251 3991.5582 +CMFGEN 1.04 54185.14999999991 3.327005337894369e-16 3997.5516 4000.5483 463.9642604164324 3997.5516 4695.7855 112.38783777690999 4695.7855 5052.3942 30.318018311175436 5235.1936 5501.9009 148.62989167374576 5552.845 5936.4241 273.10991402973895 5936.4241 6517.7862 488.598797663896 7863.3097 8897.1753 2007al 287.09311442880244 3500.0975 3997.5516 +CMFGEN 1.02 54185.14999999991 0.0 3997.5516 4000.5483 449.56265693978105 3997.5516 4686.7953 235.97491480651968 4686.7953 5229.2001 36.57375199694045 5229.2001 5501.9009 170.81093216414575 5552.845 5873.4932 229.73599087136617 5873.4932 6514.7895 589.2273578061399 7851.3229 8897.1753 2007al 227.95842350088313 3500.0975 3997.5516 +CMFGEN 1.4 54185.14999999991 0.15300844371051128 3997.5516 4036.5089 387.15065043548225 4036.5089 4680.8019 242.32997134980326 4680.8019 5226.2034 37.13389770076086 5226.2034 5501.9009 171.1919154516016 5552.845 5873.4932 212.33333148920423 5873.4932 6511.7928 578.9296133351037 7854.3196 8897.1753 2007al 164.70566938636668 3685.8936 4036.5089 +CMFGEN 1.7 54185.14999999991 -0.006037171136794711 3991.5582 4000.5483 495.3074568567914 3991.5582 4683.7986 120.68540166294716 4683.7986 5052.3942 45.753116886637905 5250.1771 5501.9009 175.34956159323622 5552.845 5885.48 311.23229397796337 5885.48 6550.75 648.8563420227132 7860.313 8873.2016 2007al 306.13438866525007 3500.0975 3991.5582 +OBSERVED "" 54178.10000000009 0.22330107603349353 3974.0809 4001.0464 292.4549839057574 3974.0809 4558.3335 302.7591918923321 4558.3335 5430.218 25.07097678101608 5295.3905 5615.9804 53.11041887359274 5615.9804 5924.5856 129.47047994930688 5924.5856 6538.7998 390.404387210662 7818.1631 8561.2125 2007al 128.89024314395039 3680.4565 3974.0809 +CMFGEN 1.04 54178.10000000009 3.3264502263819433e-16 3998.0502 4001.0464 464.28358730976777 3998.0502 4693.161 111.68840389018922 4693.161 5052.701 30.753227253524244 5235.4672 5502.1261 151.66770930516097 5550.0647 5936.5703 273.12356089605225 5936.5703 6517.8267 489.9888644428029 7863.1056 8899.7794 2007al 286.602261314142 3500.6865 3998.0502 +CMFGEN 1.02 54178.10000000009 6.652900452763887e-16 3998.0502 4001.0464 449.1427771137532 3998.0502 4687.1686 236.14392462581094 4687.1686 5229.4749 36.946866710217556 5229.4749 5502.1261 173.29418229115907 5550.0647 5873.6508 229.7469454185875 5873.6508 6514.8305 591.1430009969789 7851.121 8899.7794 2007al 227.2964609706745 3500.6865 3998.0502 +CMFGEN 1.4 54178.10000000009 0.23679332245547596 3998.0502 4034.0042 388.75597242161257 4034.0042 4681.1763 242.47080132737318 4681.1763 5226.4787 37.45313500957049 5226.4787 5502.1261 173.65397927419215 5550.0647 5873.6508 212.34544244215985 5873.6508 6511.8343 581.3560092763918 7854.1171 8899.7794 2007al 164.86223706221645 3686.4489 4034.0042 +CMFGEN 1.7 54178.10000000009 -0.006117260907213692 3992.0579 4001.0464 494.98633265927083 3992.0579 4684.1725 120.69315965906156 4684.1725 5052.701 46.21013354208684 5250.448 5502.1261 177.90828269764418 5550.0647 5885.6354 311.2529579449035 5885.6354 6550.7845 648.3301414538266 7863.1056 8872.8139 2007al 305.62844947476816 3500.6865 3992.0579 +OBSERVED "" 54172.25 "" "" "" "" "" "" 190.63169631795853 4548.8321 5398.2685 21.819114091973464 5237.8599 5593.3107 49.71695311583777 5593.3107 5910.4823 96.15354414866151 5910.4823 6357.0744 284.58746378221105 7826.2712 8551.7555 2007al "" "" "" +CMFGEN 1.04 54172.25 "" "" "" "" "" "" 112.11764555064813 4694.6581 5050.1089 29.335351779173862 5236.0371 5500.3467 150.3812399925855 5551.3858 5936.0018 273.15959928168354 5936.0018 6519.3058 490.1926772387907 7859.0821 8899.9151 2007al "" "" "" +CMFGEN 1.02 54172.25 "" "" "" "" "" "" 236.53672439070021 4687.3668 5230.5686 36.14641750365568 5230.5686 5500.3467 172.36777731693996 5551.3858 5872.2029 229.54332280366512 5872.2029 6513.8373 591.0104592696082 7853.6136 8899.9151 2007al "" "" "" +CMFGEN 1.4 54172.25 "" "" "" "" "" "" 242.27055621825002 4681.8983 5225.1001 35.31253678308229 5225.1001 5500.3467 172.18176405756458 5551.3858 5875.8486 212.5047263775034 5875.8486 6512.0145 581.4016347105711 7855.4364 8899.9151 2007al "" "" "" +CMFGEN 1.7 54172.25 "" "" "" "" "" "" 121.1656184899412 4683.7211 5050.1089 44.49349799404612 5250.6197 5500.3467 176.8808386061677 5551.3858 5884.9627 311.335085520746 5884.9627 6552.1166 648.8809757502527 7860.9049 8872.5727 2007al "" "" "" +OBSERVED "" 54173.08999999985 -0.34615151141473477 3970.4588 4000.4671 307.1036707220479 3970.4588 4549.6189 232.60825116035906 4549.6189 5410.8569 27.973484210905696 5272.8187 5587.9058 69.07727907156698 5587.9058 5923.9987 119.13505780027542 5923.9987 6365.1206 424.29921409454965 7808.5195 8552.7252 2007al 124.55141509358711 3691.3817 3970.4588 +CMFGEN 1.04 54173.08999999985 0.0 3997.4663 4000.4671 464.4733031327961 3997.4663 4693.6587 111.84776739800196 4693.6587 5050.7574 30.38862652896306 5236.8088 5500.8818 149.80761527063893 5551.8959 5936.002 273.10801065760927 5936.002 6518.1629 489.0597871729626 7859.5336 8897.8205 2007al 285.62619595752653 3502.3295 3997.4663 +CMFGEN 1.02 54173.08999999985 6.663114504589894e-16 3997.4663 4000.4671 449.43452505326457 3997.4663 4687.657 236.6878421714029 4687.657 5230.8071 36.75423648314047 5230.8071 5500.8818 171.76160531107868 5551.8959 5872.9846 229.72227618106592 5872.9846 6515.1621 589.7386242873192 7850.5311 8897.8205 2007al 225.62837034841615 3502.3295 3997.4663 +CMFGEN 1.4 54173.08999999985 0.15746708838838536 3997.4663 4036.4771 386.9596735574607 4036.4771 4681.6554 242.1467678535431 4681.6554 5224.8055 35.54068233500405 5224.8055 5500.8818 172.10392250674806 5551.8959 5872.9846 212.33672914257724 5872.9846 6512.1612 579.3027881540601 7856.5328 8897.8205 2007al 164.72451171526788 3685.38 4036.4771 +CMFGEN 1.7 54173.08999999985 -0.006096212326406088 3991.4646 4000.4671 495.6995338302852 3991.4646 4681.6554 120.46423977312742 4681.6554 5050.7574 45.74066467207959 5251.8129 5500.8818 176.3839999684698 5551.8959 5884.9879 311.2395705292569 5884.9879 6551.172 648.760716418564 7862.5344 8870.8131 2007al 304.47012465394357 3502.3295 3991.4646 +OBSERVED "" 54208.189999999944 3.422315188965123 3943.601 4000.3899 307.96313255562063 3943.601 4607.1344 448.82617249873476 4607.1344 5533.6899 14.154237797349717 5297.5677 5533.6899 53.32503104931279 5554.6121 5853.501 241.92479141512297 5853.501 6517.0344 458.1873112374151 7778.3455 8675.0121 2007as "" "" "" +CMFGEN 1.04 54208.189999999944 0.0 3997.401 4000.3899 465.5361619498417 4000.3899 4693.8121 110.76447675166528 4693.8121 5052.4788 29.450058035806393 5237.7899 5500.8121 150.4858189332238 5551.6232 5937.1899 272.88137086145935 5937.1899 6520.0232 489.738692822373 7859.0455 8899.1788 2007as "" "" "" +CMFGEN 1.02 54208.189999999944 3.318345598302447e-16 3997.401 4000.3899 452.7801364876508 3997.401 4687.8344 234.99216590001538 4687.8344 5231.8121 35.87301107231337 5231.8121 5500.8121 172.00368562440704 5551.6232 5874.4232 228.96950670096246 5874.4232 6514.0455 590.903192402619 7853.0677 8899.1788 2007as "" "" "" +CMFGEN 1.4 54208.189999999944 0.17056260209483814 3997.401 4036.2566 390.52863982980256 4036.2566 4681.8566 240.72794936878762 4681.8566 5225.8344 34.75403645652125 5225.8344 5500.8121 172.33251380133692 5551.6232 5874.4232 211.65139370845134 5874.4232 6511.0566 581.0789567831043 7856.0566 8899.1788 2007as "" "" "" +CMFGEN 1.7 54208.189999999944 -0.0006603194013885221 3994.4121 4000.3899 496.30637319752134 3994.4121 4681.8566 119.0274638722894 4681.8566 5052.4788 42.893390584998535 5249.7455 5500.8121 168.076298463344 5551.6232 5913.2788 312.94590801983964 5913.2788 6549.9121 649.5634520634429 7862.0344 8872.2788 2007as "" "" "" +OBSERVED "" 54185.08999999985 29.364182460337535 3901.6004 4086.3939 149.8361380373742 3901.6004 4512.6111 208.15354280574434 4512.6111 5183.2327 95.68977589761494 5183.2327 5609.4499 22.059288587500806 5609.4499 5859.8153 143.57784674170512 5859.8153 6309.8769 337.99479456902486 7713.7114 8500.574 2007as 145.87224916715206 3561.8188 3901.6004 +CMFGEN 1.04 54185.08999999985 -6.618039449790825e-16 3999.9582 4002.9387 465.64715598978376 3999.9582 4694.4241 110.95014472336143 4694.4241 5052.0889 30.19141178816791 5236.8824 5502.1505 149.12454144858404 5552.8197 5937.3094 272.8416029910662 5937.3094 6518.5147 490.0526684059067 7862.7384 8899.9664 2007as 286.47761168368845 3502.208 3999.9582 +CMFGEN 1.02 54185.08999999985 -0.0038326407770903504 3996.9776 4002.9387 452.91167106324895 3996.9776 4688.463 234.8884685221982 4688.463 5230.9213 36.48403156863704 5230.9213 5502.1505 171.4380099776104 5552.8197 5871.7375 228.84147718236432 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5618.5341 5874.8077 141.04929775312442 5874.8077 6333.7161 310.7279187119579 7713.4215 8509.0615 2007as 196.33787517058215 3505.7672 4071.9529 +CMFGEN 1.04 54178.06999999983 0.0 3997.4548 4000.4347 465.3379877627423 4000.4347 4694.7573 111.03759420318163 4694.7573 5052.3483 30.508966099722223 5237.1037 5502.317 148.9255267201539 5552.9757 5937.3861 272.84159433392495 5937.3861 6518.4715 489.87610431076484 7859.4378 8899.4317 2007as 285.9718445167473 3502.7873 4000.4347 +CMFGEN 1.02 54178.06999999983 -6.616707182160599e-16 3997.4548 4000.4347 452.498364188545 3997.4548 4688.7975 235.01172498715852 4688.7975 5231.1438 36.76732883501295 5231.1438 5502.317 171.28532249855988 5552.9757 5871.8277 228.85567493890824 5871.8277 6515.4915 591.0726340448539 7853.4779 8899.4317 2007as 166.5228307929206 3681.5828 3997.4548 +CMFGEN 1.4 54178.06999999983 0.17113450905425492 3997.4548 4036.1938 390.3097457919032 4036.1938 4682.8376 240.73933036476825 4682.8376 5225.184 35.480408103858394 5225.184 5502.317 171.07870574160347 5552.9757 5874.8077 211.79604251555872 5874.8077 6512.5116 581.2514494326855 7856.4579 8899.4317 2007as 164.78101474115996 3687.5426 4036.1938 +CMFGEN 1.7 54178.06999999983 -0.0006768147631932755 3994.4749 4000.4347 496.1470051077394 3994.4749 4682.8376 119.35913842407614 4682.8376 5052.3483 46.013870267423044 5252.0033 5502.317 166.59692684210196 5552.9757 5913.5467 313.1835008964439 5913.5467 6551.2507 649.4201947872681 7862.4177 8872.6123 2007as 304.5388198698064 3502.7873 3994.4749 +OBSERVED "" 54220.06999999983 20.697155640284233 3956.2482 4006.897 437.16921815251237 3956.2482 4564.0335 573.0944882363631 4564.0335 5484.6495 46.13566633730629 5296.9511 5511.4636 88.70267473298524 5571.0503 5836.2116 294.285292845276 5836.2116 6438.0382 750.5754305759378 7829.3898 8848.324 2007as 344.3555809532364 3533.182 3956.2482 +CMFGEN 1.04 54220.06999999983 0.0 3997.959 4000.9383 466.5228558175148 3997.959 4695.1245 111.12694724186817 4695.1245 5052.6452 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6512.45788743783 581.4471354462394 7855.01793150971 8899.9484786319 2007bm 164.79306089047313 3686.77061519252 4034.60267789276 +CMFGEN 1.7 54228.200000000186 -0.0022275436042866544 3993.00626627088 4000.1780613781 494.66883602814823 3993.00626627088 4682.9329555856 121.03694119666135 4682.9329555856 5050.12886507534 44.99105225176302 5250.93912807755 5500.51759780886 177.94967825388665 5550.00298404869 5885.64299506666 311.3728286819885 5885.64299506666 6551.18558101682 648.917301608079 7861.47254710621 8871.26129820301 2007bm 305.74043984579146 3500.30394240475 3993.00626627088 +OBSERVED "" 54231.00999999978 28.517626907855686 3946.90316957868 4148.82220100962 179.00446269613957 3946.90316957868 4603.89345095098 216.06840889619087 4603.89345095098 5239.78771411408 58.32457458414936 5239.78771411408 5592.39258989646 36.049871118883715 5592.39258989646 5872.66826039015 118.55532493814835 5872.66826039015 6336.7806609926 268.8120616586715 7861.72140582922 8609.12319381239 2007bm 95.90651199534297 3672.65493285905 3946.90316957868 +CMFGEN 1.04 54231.00999999978 0.0 3998.13635665817 4001.1500735452 463.86237405191434 3998.13635665817 4694.30495756185 112.08069429434194 4694.30495756185 5052.93726711829 31.591358608271324 5236.77399722705 5501.98108328559 151.65139343382083 5550.20055347806 5935.95631501776 273.08552039706774 5935.95631501776 6517.60367421433 489.38010450180707 7858.7076889422 8898.44001496717 2007bm 286.38496154101273 3500.87307029841 3998.13635665817 +CMFGEN 1.02 54231.00999999978 8.364744694206211e-16 3998.13635665817 4001.1500735452 448.63671670463987 3998.13635665817 4688.27752378779 236.9290664380947 4688.27752378779 5230.74656345299 37.7444895646692 5230.74656345299 5501.98108328559 173.336969091702 5550.20055347806 5872.66826039015 229.70303352177987 5872.66826039015 6514.58995732731 589.9323071343943 7852.68025516814 8898.44001496717 2007bm 227.06252459105454 3500.87307029841 3998.13635665817 +CMFGEN 1.4 54231.00999999978 0.22167676934524883 3998.13635665817 4034.30095930252 388.06825179900227 4034.30095930252 4682.25009001373 242.34246362474587 4682.25009001373 5224.71912967894 36.40456020197651 5224.71912967894 5501.98108328559 173.64910088913828 5550.20055347806 5872.66826039015 212.29823027021973 5872.66826039015 6511.57624044028 579.9795361356228 7855.69397205517 8898.44001496717 2007bm 164.7352796629893 3687.7235172942 4034.30095930252 +CMFGEN 1.7 54231.00999999978 -0.006308715138199299 3992.10892288412 4001.1500735452 495.1998029704205 3992.10892288412 4682.25009001373 120.22681962407076 4682.25009001373 5052.93726711829 46.98007757617099 5251.8425816622 5501.98108328559 178.01060406615855 5550.20055347806 5884.72312793827 311.1906458062521 5884.72312793827 6550.75455997165 648.8554013895715 7861.72140582922 8871.31656298391 2007bm 305.431000992661 3500.87307029841 3992.10892288412 +OBSERVED "" 1.3000000000029104 18.06410242601045 3944.3483 4083.8458 105.76407966072442 3944.3483 4508.0324 135.01440325925796 4508.0324 5095.9151 83.26963985795575 5196.2679 5604.0849 17.541330976555354 5604.0849 5918.6662 96.55191483334411 5918.6662 6300.1494 207.49051954133614 7930.7054 8712.1766 2007ca 155.0373251084947 3567.8471 3944.3483 +CMFGEN 1.04 1.3000000000029104 -4.170673188395941 3999.8626 4149.3243 -63.199060104109634 4149.3243 4450.3829 808.4176802920235 4500.2034 5549.994 157.73173604649293 5204.8086 5653.9054 -2.5904098506986735 5653.9054 5800.5203 252.28267381470926 5800.5203 6599.7845 465.1825053775822 7500.1133 8899.3596 2007ca 126.09782332034533 3774.2466 4099.5037 +CMFGEN 1.02 1.3000000000029104 6.847400798579209 3999.8626 4149.3243 -78.19459562123649 4149.3243 4450.3829 779.213567062211 4500.2034 5549.994 234.26634423602792 5150.006 5629.7069 -1.7921094341543202 5629.7069 5800.5203 197.9756883447846 5800.5203 6599.7845 457.4309334722938 7500.1133 8899.3596 2007ca 145.97726709143726 3757.877 4099.5037 +CMFGEN 1.4 1.3000000000029104 17.037470374528112 3999.8626 4149.3243 -95.77646096419824 4149.3243 4450.3829 693.5096310364366 4500.2034 5549.994 195.2663096191545 5150.006 5587.7153 50.08569574972265 5587.7153 5999.8025 55.24409532067032 5999.8025 6599.7845 343.4779432743791 7500.1133 8899.3596 2007ca 145.10150356644291 3761.4356 4099.5037 +CMFGEN 1.7 1.3000000000029104 11.21689605382329 3999.8626 4149.3243 114.37696115884589 4149.3243 4472.4463 641.9407364762867 4500.2034 5549.994 39.092371816877616 5299.4677 5672.4102 -3.72376299834033 5672.4102 5800.5203 220.238748007868 5800.5203 6583.4149 597.566561386804 7500.1133 8846.6921 2007ca 83.5497888243562 3799.8686 4099.5037 +OBSERVED "" 4.139999999853899 14.714306649383182 3954.9759 4065.5819 107.73604631919663 3954.9759 4531.9208 148.376344686572 4531.9208 5189.5782 90.54910554404475 5189.5782 5620.0449 17.06315523691213 5620.0449 5838.2676 95.3310329733684 5838.2676 6304.6064 224.60836813179733 7912.8777 8540.6416 2007ca 113.41874161847703 3629.1366 3954.9759 +CMFGEN 1.04 4.139999999853899 -4.165720892159891 3999.8162 4149.2838 -64.80399674107089 4149.2838 4451.2083 805.4770058981348 4502.0273 5548.3004 158.22374072098106 5204.525 5652.9277 -2.8174685756273 5652.9277 5802.3953 250.29267344098446 5802.3953 6597.5629 464.8742353317863 7500.3472 8899.3638 2007ca 128.87777571798767 3769.6361 4098.4648 +CMFGEN 1.02 4.139999999853899 6.85616460544424 3999.8162 4149.2838 -79.84385767772102 4149.2838 4451.2083 774.0389447748162 4502.0273 5548.3004 231.82050855732123 5153.706 5629.0129 -1.860444569040303 5629.0129 5802.3953 196.27409643860142 5802.3953 6597.5629 457.02850369213536 7500.3472 8899.3638 2007ca 145.37113008378088 3757.6787 4098.4648 +CMFGEN 1.4 4.139999999853899 17.03935137628556 3999.8162 4149.2838 -97.25279210527658 4149.2838 4451.2083 687.7854550409959 4502.0273 5548.3004 194.12074535780107 5150.7166 5587.162 49.98734652979623 5587.162 5999.6926 55.4104106560784 5999.6926 6597.5629 343.06165333629684 7500.3472 8899.3638 2007ca 144.53192252068195 3760.6681 4098.4648 +CMFGEN 1.7 4.139999999853899 11.21397353263566 3999.8162 4149.2838 114.47676369640271 4149.2838 4472.1338 635.1885759495666 4502.0273 5548.3004 36.880035009371866 5297.1949 5673.8532 -3.65574319512446 5673.8532 5802.3953 218.1674487717611 5802.3953 6582.6162 597.0524758032439 7500.3472 8845.5555 2007ca 82.83029398191825 3799.5296 4098.4648 +OBSERVED "" 26.630000000113796 "" "" "" "" "" "" "" "" "" 29.7723109504687 5293.4397 5542.179 48.261207668945616 5550.0755 5854.0901 249.5165980152955 5854.0901 6529.2396 430.10580914956824 7749.2465 8641.5492 2007hj "" "" "" +CMFGEN 1.04 26.630000000113796 "" "" "" "" "" "" "" "" "" 62.5372229571809 5151.303 5573.7649 2.042819662416966 5573.7649 5802.763 161.68825730440184 5802.763 6300.2415 53.85608912992076 7500.5072 8408.6029 2007hj "" "" "" +CMFGEN 1.02 26.630000000113796 "" "" "" "" "" "" "" "" "" 66.98874459757909 5151.303 5569.8167 21.763781233299742 5569.8167 5818.556 170.06079127638134 5818.556 6312.0862 66.73728339723066 7725.557 8400.7064 2007hj "" "" "" +CMFGEN 1.4 26.630000000113796 "" "" "" "" "" "" "" "" "" 52.7453491405225 5151.303 5542.179 41.73338082470907 5550.0755 5834.3489 151.43197882838098 5834.3489 6312.0862 52.019099799395505 7871.642 8420.4476 2007hj "" "" "" +CMFGEN 1.7 26.630000000113796 "" "" "" "" "" "" "" "" "" 77.07555626787247 5151.303 5589.5579 8.948539170882103 5589.5579 5818.556 143.33954432342273 5818.556 6312.0862 77.7189998067293 7686.0746 8444.1371 2007hj "" "" "" +OBSERVED "" 11.760000000002037 12.053595743332927 3955.7082 4054.3354 302.20999103608153 3955.7082 4604.2566 358.38705723484816 4604.2566 5438.1046 2.6254142745021216 5288.6695 5500.8673 72.61221766874166 5554.664 5898.3647 188.60436783051279 5898.3647 6475.1843 467.6252614648808 7682.6201 8743.6094 2007hj 99.29570636241675 3656.838 3955.7082 +CMFGEN 1.04 11.760000000002037 -4.052979909266227 3997.55 4149.9739 -65.86689111269729 4149.9739 4451.8328 806.2337301267255 4502.6407 5548.6866 158.18950533652088 5204.9858 5653.2912 -2.75043291456382 5653.2912 5802.7263 249.88982307868207 5802.7263 6597.7211 464.92023467911304 7500.3092 8899.0219 2007hj 126.7483469523804 3773.3974 4099.1659 +CMFGEN 1.02 11.760000000002037 7.583810422011668 3997.55 4149.9739 -80.51681222728737 4149.9739 4451.8328 775.4596368068844 4502.6407 5548.6866 231.6893628116693 5154.1779 5629.3815 -1.8000347232240208 5629.3815 5802.7263 196.28333609158236 5802.7263 6597.7211 457.58324808953614 7500.3092 8899.0219 2007hj 147.39003463945915 3755.4651 4099.1659 +CMFGEN 1.4 11.760000000002037 18.41639001805704 3997.55 4149.9739 -97.74023174114474 4149.9739 4451.8328 689.6251495329695 4502.6407 5548.6866 192.03056068805108 5154.1779 5587.5397 50.03592845214125 5587.5397 5999.9806 55.69077717102525 5999.9806 6597.7211 343.92330632869795 7500.3092 8899.0219 2007hj 144.95509129275032 3761.4425 4099.1659 +CMFGEN 1.7 11.760000000002037 11.963557565862532 3997.55 4149.9739 113.9845749241373 4149.9739 4472.7537 636.3328658117563 4502.6407 5548.6866 40.979025999991016 5297.6356 5662.2573 -5.576083372913473 5662.2573 5802.7263 217.76071450229784 5802.7263 6582.7776 596.9197182665282 7500.3092 8845.2253 2007hj 85.09513311517347 3794.3183 4099.1659 +OBSERVED "" 5.750000000225555 18.06400202251859 3947.8851 4052.6624 242.30490018669167 3947.8851 4585.5295 241.42513221133126 4585.5295 5253.1101 55.99801185224064 5253.1101 5630.3082 49.19722619269517 5630.3082 5917.6972 155.85315182211588 5917.6972 6351.7743 497.3583223977951 7734.8338 8698.7843 2007hj 102.86788687546402 3648.5216 3947.8851 +CMFGEN 1.04 5.750000000225555 -4.0056919301998075 3998.7769 4148.4587 -64.03513362019271 4148.4587 4450.8159 807.6317885011481 4501.7077 5549.48 157.62403098691698 5205.212 5654.2573 -2.529818007660719 5654.2573 5800.9454 251.2056917128697 5800.9454 6597.2524 463.75574658560987 7501.3302 8899.3579 2007hj 125.6543221073247 3774.2543 4097.5669 +CMFGEN 1.02 5.750000000225555 7.203681997040591 3998.7769 4148.4587 -79.26028468098465 4148.4587 4450.8159 777.9351246022053 4501.7077 5549.48 231.23664447485672 5154.3202 5630.3082 -1.6794439350546777 5630.3082 5800.9454 197.68376409981576 5800.9454 6597.2524 455.78628520422717 7501.3302 8899.3579 2007hj 145.70695522354234 3756.2925 4097.5669 +CMFGEN 1.4 5.750000000225555 17.4973545095849 3998.7769 4148.4587 -96.95911433169803 4148.4587 4450.8159 692.235756425415 4501.7077 5549.48 191.5903675784173 5154.3202 5588.3973 49.748140100702315 5588.3973 5998.5253 56.038975856213675 5998.5253 6597.2524 342.0919617803885 7501.3302 8899.3579 2007hj 142.94272193137346 3762.2798 4097.5669 +CMFGEN 1.7 5.750000000225555 11.523617825797992 3998.7769 4148.4587 115.45439642269474 4148.4587 4471.7713 639.1594448710331 4501.7077 5549.48 38.17676743838798 5298.0147 5672.2191 -3.7939745058871246 5672.2191 5800.9454 219.7028236492189 5800.9454 6582.2842 594.9397947095205 7501.3302 8845.4725 2007hj 82.56108523608556 3798.2034 4097.5669 +OBSERVED "" 26.599999999853026 1.5867276673286992 3970.0358 4008.0035 303.49032000821194 3970.0358 4612.7735 437.618273137771 4612.7735 5526.7085 31.05731900581104 5293.4788 5551.1163 "" "" "" "" "" "" "" "" "" 2007hj 116.7466092192208 3701.5505 3970.0358 +CMFGEN 1.04 26.599999999853026 4.228633756779355 3923.9323 4043.2591 79.70974487971245 4043.2591 4523.2784 123.86915602941198 4523.2784 5109.0646 61.33234771717549 5152.4562 5572.8121 "" "" "" "" "" "" "" "" "" 2007hj 129.50975957394397 3500.8644 4043.2591 +CMFGEN 1.02 26.599999999853026 -0.8860082349035191 3999.8675 4051.395 105.66343541179828 4051.395 4463.615 127.50724498532705 4504.2946 5052.1132 65.55986562966629 5152.4562 5570.1001 "" "" "" "" "" "" "" "" "" 2007hj 178.33365936990106 3527.9842 4051.395 +CMFGEN 1.4 26.599999999853026 -0.6680620696100946 3999.8675 4048.6831 94.22362291447658 4048.6831 4460.903 150.48759440894113 4501.5826 5052.1132 51.696870689888364 5152.4562 5542.9804 "" "" "" "" "" "" "" "" "" 2007hj 11.34897341148532 3799.1815 4048.6831 +CMFGEN 1.7 26.599999999853026 16.324607596489184 3902.2365 4054.107 72.99660995068044 4054.107 4517.8544 124.05187216289286 4517.8544 5122.6245 75.44968573171255 5152.4562 5583.66 "" "" "" "" "" "" "" "" "" 2007hj 126.92278635263236 3533.4081 4054.107 +OBSERVED "" 10.00999999983469 27.904965257801 3942.9113 4120.5806 199.17843015007418 3942.9113 4571.3833 233.091289585501 4571.3833 5205.1589 53.298648121075445 5205.1589 5581.7118 "" "" "" "" "" "" "" "" "" 2007jg 174.84322677701482 3555.7513 3942.9113 +CMFGEN 1.04 10.00999999983469 -4.019328058814947 3998.5987 4149.7502 -66.21640118926196 4149.7502 4452.0532 808.5302869154004 4502.437 5549.8904 158.52981456133546 5205.1589 5653.3099 "" "" "" "" "" "" "" "" "" 2007jg 127.20962484119731 3773.1973 4099.3664 +CMFGEN 1.02 10.00999999983469 7.361142101911839 3998.5987 4149.7502 -80.79121413954798 4149.7502 4452.0532 779.5778745855438 4502.437 5549.8904 233.56873828266896 5152.1233 5629.4439 "" "" "" "" "" "" "" "" "" 2007jg 146.69661884219988 3757.2867 4099.3664 +CMFGEN 1.4 10.00999999983469 17.907952184120873 3998.5987 4149.7502 -98.14069137698273 4149.7502 4452.0532 694.2149345191506 4502.437 5549.8904 192.25048346545316 5154.7751 5587.0154 "" "" "" "" "" "" "" "" "" 2007jg 146.16093179840624 3759.9384 4099.3664 +CMFGEN 1.7 10.00999999983469 11.722120871632365 3998.5987 4149.7502 114.09551041153365 4149.7502 4473.2675 640.3380634382156 4502.437 5549.8904 40.93177939455182 5297.9713 5663.917 "" "" "" "" "" "" "" "" "" 2007jg 83.75816666508932 3799.7151 4099.3664 +OBSERVED "" 10.049999999871943 "" "" "" "" "" "" "" "" "" 44.23399236814948 5195.2542 5581.3152 47.355028893822315 5581.3152 5894.0247 128.48628112782566 5894.0247 6330.2737 429.0639904786317 7577.2509 8631.1976 2007jg "" "" "" +CMFGEN 1.04 10.049999999871943 "" "" "" "" "" "" "" "" "" 162.2205282566961 5199.1148 5654.6668 -2.497852114670305 5654.6668 5801.37 250.45677286541337 5801.37 6596.6558 465.0605190278971 7500.0387 8897.5797 2007jg "" "" "" +CMFGEN 1.02 10.049999999871943 "" "" "" "" "" "" "" "" "" 232.29891571449272 5152.7875 5631.5032 -1.4648096529132006 5631.5032 5801.37 197.61006016270983 5801.37 6596.6558 458.8197832158327 7500.0387 8897.5797 2007jg "" "" "" +CMFGEN 1.4 10.049999999871943 "" "" "" "" "" "" "" "" "" 186.81853058819323 5160.5087 5589.0365 49.649741173494455 5589.0365 5998.2612 56.57903155706664 5998.2612 6596.6558 345.5836839398106 7500.0387 8897.5797 2007jg "" "" "" +CMFGEN 1.7 10.049999999871943 "" "" "" "" "" "" "" "" "" 38.99664064942835 5299.4907 5673.9699 -3.5889775620505535 5673.9699 5801.37 219.03702782237394 5801.37 6581.2134 597.3429087635142 7500.0387 8847.3918 2007jg "" "" "" +OBSERVED "" 41.899999999965075 0.3698089381177142 3970.4468 4002.0962 307.42111291728486 3970.4468 4608.709 444.61184424652 4608.709 5542.3651 39.514191149387884 5297.0826 5560.8272 "" "" "" "" "" "" "" "" "" 2007jg 207.61914234453604 3543.1804 3970.4468 +CMFGEN 1.04 41.899999999965075 -1.1276131564326937 3917.6979 4002.0962 105.46512908670874 3917.6979 4532.223 217.64328810662272 4532.223 5186.3098 25.048952342011393 5186.3098 5500.166 "" "" "" "" "" "" "" "" "" 2007jg 127.53664630650053 3590.6545 3917.6979 +CMFGEN 1.02 41.899999999965075 30.400542625452996 3907.1481 4123.4187 110.9748172625969 3907.1481 4545.4102 200.04234866845792 4545.4102 5191.5847 80.14144597670102 5191.5847 5603.0264 "" "" "" "" "" "" "" "" "" 2007jg 127.86505288595484 3595.9294 3907.1481 +CMFGEN 1.4 41.899999999965075 40.285586706495444 3904.5107 4123.4187 132.60040869701257 3904.5107 4537.4979 213.2831249013757 4537.4979 5196.8596 83.76031515477916 5196.8596 5587.2017 "" "" "" "" "" "" "" "" "" 2007jg 121.93337868458119 3614.3915 3904.5107 +CMFGEN 1.7 41.899999999965075 19.85112397631711 3907.1481 4128.6936 101.53875433230402 3907.1481 4540.1353 203.2594060135226 4540.1353 5186.3098 63.9247915203441 5186.3098 5624.126 "" "" "" "" "" "" "" "" "" 2007jg 115.21386708081354 3632.8536 3907.1481 +OBSERVED "" 41.94000000000233 "" "" "" "" "" "" "" "" "" "" "" "" 76.11848831622993 5563.9998 5859.8526 256.1409599695552 5859.8526 6503.1602 547.4871487489226 7714.0923 8598.2104 2007jg "" "" "" +CMFGEN 1.04 41.94000000000233 "" "" "" "" "" "" "" "" "" "" "" "" 22.560372093909415 5622.4823 5856.4124 121.65078327635274 5856.4124 6252.0294 197.2907844570783 7896.4202 8553.4884 2007jg "" "" "" +CMFGEN 1.02 41.94000000000233 "" "" "" "" "" "" "" "" "" "" "" "" 22.001422245162853 5605.2816 5863.2927 163.64612165934446 5863.2927 6362.1142 247.4811433240905 7855.1384 8639.4921 2007jg "" "" "" +CMFGEN 1.4 41.94000000000233 "" "" "" "" "" "" "" "" "" "" "" "" 27.452347363494663 5584.6407 5877.0533 161.05728986721215 5877.0533 6358.674 249.59953950063112 7827.6172 8629.1717 2007jg "" "" "" +CMFGEN 1.7 41.94000000000233 "" "" "" "" "" "" "" "" "" "" "" "" 19.440569320852376 5625.9225 5856.4124 140.3353175862773 5856.4124 6279.5506 221.121124690545 7889.5399 8632.6119 2007jg "" "" "" +OBSERVED "" 15.04000000009546 6.246223413708012 3959.7634 4001.0968 274.15106041253335 3959.7634 4615.3568 271.7624251988804 4615.3568 5269.8021 0.7138521179221886 5269.8021 5502.8765 85.97970433101852 5563.7284 5872.5806 146.59686804085658 5872.5806 6391.5443 458.84811125437125 7597.1893 8749.8738 2007jg "" "" "" +CMFGEN 1.04 15.04000000009546 -4.045408072244984 3999.9487 4149.2081 -62.17493202550238 4149.2081 4450.0233 810.3451366118627 4500.5419 5549.9506 158.64401018739937 5204.3576 5654.4322 -2.5515884419833537 5654.4322 5800.2472 251.98052741691384 5800.2472 6599.7228 464.75199600292547 7500.4961 8898.7304 2007jg "" "" "" +CMFGEN 1.02 15.04000000009546 6.955792391443014 3999.9487 4149.2081 -77.0453926439995 4149.2081 4450.0233 781.3996337233823 4500.5419 5549.9506 232.0266995994583 5153.839 5630.3211 -1.7346632883236106 5630.3211 5800.2472 198.94834772941155 5800.2472 6599.7228 457.85768341121405 7500.4961 8898.7304 2007jg "" "" "" +CMFGEN 1.4 15.04000000009546 17.11852013861828 3999.9487 4149.2081 -94.77819538146866 4149.2081 4450.0233 696.2126195660203 4500.5419 5549.9506 195.34711606077252 5150.3945 5587.8395 49.72657869422382 5587.8395 5998.8771 56.12620392495397 5998.8771 6599.7228 344.54620762818695 7500.4961 8898.7304 2007jg "" "" "" +CMFGEN 1.7 15.04000000009546 11.292375326817197 3999.9487 4149.2081 114.79410201217729 4149.2081 4472.9863 643.0994406537891 4500.5419 5549.9506 39.51374335381544 5299.654 5672.8026 -3.664379641263731 5672.8026 5800.2472 220.53031774946916 5800.2472 6583.1832 596.5810082339249 7500.4961 8846.567 2007jg "" "" "" +OBSERVED "" 22.969999999797437 108.544645661665 3924.992 4138.6184 221.8247825868512 4138.6184 4548.3129 505.50397807436104 4548.3129 5382.3337 42.46453874525674 5285.7629 5528.6532 114.80096833399278 5554.9907 5879.8199 309.2301719624511 5879.8199 6564.5949 1067.6163647532958 7729.2977 8774.0186 2007jg 225.71261052138976 3582.6045 3924.992 +CMFGEN 1.04 22.969999999797437 -0.3328426311221573 3998.1518 4033.2684 86.14180307265062 4033.2684 4495.6379 121.90195798080438 4501.4907 5083.8421 36.401235094863814 5151.149 5552.0643 2.823241978204692 5552.0643 5800.8074 170.39829229829706 5800.8074 6298.2935 39.892599764462055 7571.2727 8349.6922 2007jg 153.70187904413297 3500.6656 4033.2684 +CMFGEN 1.02 22.969999999797437 -0.1814052379796739 3998.1518 4030.342 86.67850925334143 4030.342 4451.7421 138.8763865309581 4501.4907 5051.6518 33.41205769360384 5151.149 5502.3157 34.17293648006035 5552.0643 5800.8074 150.5505759181679 5800.8074 6289.5143 -3.4649858152967523 7998.5255 8370.1769 2007jg 23.10927762287945 3799.1573 4030.342 +CMFGEN 1.4 22.969999999797437 85.97079421818174 3901.5809 4147.3976 291.3533428239311 3901.5809 4516.1226 159.4108833471246 4516.1226 5121.8851 19.00852716242457 5151.149 5502.3157 6.440293721923779 5554.9907 5800.8074 105.28285594594274 5800.8074 6362.6741 424.6141354344903 7559.5671 8516.4963 2007jg -22.275721008216095 3799.1573 3901.5809 +CMFGEN 1.7 22.969999999797437 -0.24118489870971216 3998.1518 4030.342 75.71278501119937 4030.342 4451.7421 114.69165852844313 4501.4907 5104.3268 55.89085925451984 5151.149 5554.9907 17.64484924464243 5554.9907 5824.2185 155.1152683205812 5824.2185 6292.4407 58.013241086639404 7711.7394 8396.5144 2007jg 150.91953890750898 3518.224 4030.342 +OBSERVED "" -0.9300000001094304 25.193198289893793 3914.022 4075.291 112.27309515633164 4075.291 4483.3604 146.26747161487518 4533.6346 5096.4439 106.59509576806174 5183.281 5623.3431 40.64975447833852 5623.3431 5904.7477 140.21220933324827 5904.7477 6350.686 427.1879299771535 7704.8235 8567.3189 2007jg "" "" "" +CMFGEN 1.04 -0.9300000001094304 -4.061373167290344 3999.5533 4149.7229 -62.16181930013555 4149.7229 4450.0619 810.2472877950158 4500.3361 5549.5641 158.53552581059884 5204.8271 5654.0299 -2.612120668669016 5654.0299 5800.282 252.0324899286967 5800.282 6599.4451 465.19980425292425 7500.4623 8899.6506 2007jg "" "" "" +CMFGEN 1.02 -0.9300000001094304 7.077997868223936 3999.5533 4149.7229 -76.94607628098967 4149.7229 4450.0619 780.7774093992085 4500.3361 5549.5641 232.1507958448037 5153.9 5629.8722 -1.824386194723633 5629.8722 5800.282 198.74595793251126 5800.282 6599.4451 457.77134551411484 7500.4623 8899.6506 2007jg "" "" "" +CMFGEN 1.4 -0.9300000001094304 17.381407325336 3999.5533 4149.7229 -94.51002348747656 4149.7229 4450.0619 695.5874071134306 4500.3361 5549.5641 191.6351347515121 5155.2059 5588.0859 49.87581493858566 5588.0859 5999.4198 56.14500396667812 5999.4198 6599.4451 344.39643260716633 7500.4623 8899.6506 2007jg "" "" "" +CMFGEN 1.7 -0.9300000001094304 11.443778790620508 3999.5533 4149.7229 114.44184514719049 4149.7229 4472.9138 642.5918735428726 4500.3361 5549.5641 39.53564167818256 5299.4992 5672.3114 -3.7453316749563275 5672.3114 5800.282 220.4310662314981 5800.282 6583.1223 596.6500896933242 7500.4623 8846.1119 2007jg "" "" "" +OBSERVED "" 43.97000000009575 17.346469188233907 3949.10053692932 4010.46642266914 223.75786462791476 3949.10053692932 4632.89183517305 226.3377044395691 4632.89183517305 5497.85860560101 28.45266758325576 5299.1500232054 5535.84701105899 34.324997215199865 5608.90163693973 5845.59862479333 118.54304792212857 5845.59862479333 6447.56874205063 "" "" "" 2007jh "" "" "" +CMFGEN 1.04 43.97000000009575 -1.651174511302853 3922.80087161225 4001.69986756345 118.21745089564845 3922.80087161225 4536.45972901047 232.3847122386526 4536.45972901047 5191.0291769019 22.435912608862907 5191.0291769019 5500.78079063624 32.38246251020163 5605.9794519045 5860.20954996948 115.61051925355358 5860.20954996948 6243.01578958456 "" "" "" 2007jh "" "" "" +CMFGEN 1.02 43.97000000009575 33.252959614371385 3911.11213147133 4136.12037918401 132.85343656503335 3911.11213147133 4559.83720929231 221.04415314668773 4559.83720929231 5199.79573200759 71.05097175736961 5199.79573200759 5611.82382197496 23.790511656729233 5611.82382197496 5863.13173500471 167.62012266630353 5863.13173500471 6356.98100595851 "" "" "" 2007jh "" "" "" +CMFGEN 1.4 43.97000000009575 41.861184340045305 3908.18994643611 4130.27600911355 149.1502049823449 3908.18994643611 4548.14846915139 228.91673748934636 4548.14846915139 5205.64010207805 80.27518084387515 5205.64010207805 5600.13508183405 29.158222724648645 5600.13508183405 5874.82047514563 163.93095707471957 5874.82047514563 6362.82537602897 "" "" "" 2007jh "" "" "" +CMFGEN 1.7 43.97000000009575 24.499486192408156 3911.11213147133 4144.8869342897 120.41510562616719 3911.11213147133 4551.07065418662 222.7573604881852 4551.07065418662 5196.87354697236 28.11431884237862 5196.87354697236 5515.39171581239 35.177214097554895 5550.45793623514 5860.20954996948 141.05552035424196 5860.20954996948 6275.15982497208 "" "" "" 2007jh "" "" "" +OBSERVED "" 2.689999999849533 -11.521117204413539 3997.482 4148.3915 62.62087082761196 4148.3915 4598.4252 170.76346416396882 4598.4252 5183.1996 83.04503761084662 5183.1996 5605.6115 12.993593939052639 5605.6115 5823.2176 "" "" "" "" "" "" 2007le "" "" "" +CMFGEN 1.04 2.689999999849533 -4.287799702371602 3999.5031 4149.7389 -63.049519752847104 4149.7389 4450.2105 806.3622976479644 4500.0646 5549.6941 156.92211035680978 5204.7581 5654.1181 -2.5280772908007805 5654.1181 5800.3117 "" "" "" "" "" "" 2007le "" "" "" +CMFGEN 1.02 2.689999999849533 6.8402958274856225 3999.5031 4149.7389 -77.9422017260334 4149.7389 4450.2105 776.501131217208 4500.0646 5549.6941 233.89056668641763 5150.1881 5628.5174 -1.9931710957444075 5628.5174 5800.3117 "" "" "" "" "" "" 2007le "" "" "" +CMFGEN 1.4 2.689999999849533 17.150199689518207 3999.5031 4149.7389 -95.49521674245655 4149.7389 4450.2105 690.2823517876626 4500.0646 5549.6941 194.33842137599203 5150.1881 5588.0952 50.23894105570935 5588.0952 5999.7279 "" "" "" "" "" "" 2007le "" "" "" +CMFGEN 1.7 2.689999999849533 11.257871706732907 3999.5031 4149.7389 113.53115886360072 4149.7389 4472.4427 639.977818921495 4500.0646 5549.6941 41.722064079020896 5299.7502 5663.55 -5.063366334740929 5663.55 5800.3117 "" "" "" "" "" "" 2007le "" "" "" +OBSERVED "" 3.729999999886786 16.848163391794714 3913.6351 4070.2402 101.25765949137445 4070.2402 4519.1747 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 134.91786873774035 3571.1921 4070.2402 +CMFGEN 1.04 3.729999999886786 -4.263976659090207 3999.2459 4149.5868 -63.18699421426066 4149.5868 4450.2685 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 127.44455909112042 3771.6465 4099.4731 +CMFGEN 1.02 3.729999999886786 6.911258913782042 3999.2459 4149.5868 -78.12842838671446 4149.5868 4450.2685 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 146.0476081589474 3757.0301 4099.4731 +CMFGEN 1.4 3.729999999886786 17.247826047435872 3999.2459 4149.5868 -95.70467934881955 4149.5868 4450.2685 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 144.83982307046196 3761.2062 4099.4731 +CMFGEN 1.7 3.729999999886786 11.319794683077202 3999.2459 4149.5868 113.11372526809276 4149.5868 4473.2372 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 83.59181086504131 3798.7914 4099.4731 +OBSERVED "" 4.729999999886786 21.770863070713098 3911.5471 4072.3283 138.28817232648123 3911.5471 4525.4389 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 152.71949064633822 3554.4875 3911.5471 +CMFGEN 1.04 4.729999999886786 -4.263976659090207 3999.2459 4149.5868 -63.18699421426066 4149.5868 4450.2685 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 127.44455909112042 3771.6465 4099.4731 +CMFGEN 1.02 4.729999999886786 6.911258913782042 3999.2459 4149.5868 -78.12842838671446 4149.5868 4450.2685 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 146.0476081589474 3757.0301 4099.4731 +CMFGEN 1.4 4.729999999886786 17.247826047435872 3999.2459 4149.5868 -95.70467934881955 4149.5868 4450.2685 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 144.83982307046196 3761.2062 4099.4731 +CMFGEN 1.7 4.729999999886786 11.319794683077202 3999.2459 4149.5868 113.11372526809276 4149.5868 4473.2372 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 83.59181086504131 3798.7914 4099.4731 +OBSERVED "" 4.7499999999054126 "" "" "" "" "" "" 203.13332036439243 4520.8724 5187.2026 87.03314185576514 5187.2026 5642.4183 16.858857008182838 5642.4183 5863.4288 120.06355690215469 5863.4288 6305.4498 197.0143175991108 7875.6139 8588.1254 2007le "" "" "" +CMFGEN 1.04 4.7499999999054126 "" "" "" "" "" "" 803.196745671733 4501.0805 5546.757 158.1987234122575 5203.6959 5652.3142 -2.931459496390735 5652.3142 5800.7541 252.29441450505408 5800.7541 6599.0309 460.97945904855305 7502.8648 8898.1998 2007le "" "" "" +CMFGEN 1.02 4.7499999999054126 "" "" "" "" "" "" 769.3785792469661 4501.0805 5546.757 230.71131451162267 5154.216 5629.2236 -1.830840183695993 5629.2236 5800.7541 197.23679069511917 5800.7541 6599.0309 452.06699254654325 7502.8648 8898.1998 2007le "" "" "" +CMFGEN 1.4 4.7499999999054126 "" "" "" "" "" "" 682.5871870311423 4501.0805 5546.757 190.0788566670594 5154.216 5589.6396 50.01669022568832 5589.6396 5998.674 54.87083519830865 5998.674 6599.0309 337.6404233628791 7502.8648 8898.1998 2007le "" "" "" +CMFGEN 1.7 4.7499999999054126 "" "" "" "" "" "" 631.1864047496053 4501.0805 5546.757 38.749776875046706 5299.3572 5672.1062 -3.767251540067041 5672.1062 5800.7541 220.04952045776227 5800.7541 6582.5375 591.8559035092501 7502.8648 8845.4212 2007le "" "" "" +OBSERVED "" 2.6699999998309067 "" "" "" "" "" "" 181.3012108948721 4514.1165 5179.1017 94.1204490328098 5179.1017 5614.4373 13.480291233071616 5614.4373 5824.1174 115.77320801915181 5824.1174 6303.386 187.81278615515737 7884.9724 8516.0095 2007le "" "" "" +CMFGEN 1.04 2.6699999998309067 "" "" "" "" "" "" 805.4708201918868 4500.1378 5548.5379 156.54184107939173 5205.0621 5654.3764 -2.495170874720223 5654.3764 5800.1539 252.65620272604627 5800.1539 6598.935 463.0872117899497 7501.5575 8899.4244 2007le "" "" "" +CMFGEN 1.02 2.6699999998309067 "" "" "" "" "" "" 774.0115094004286 4500.1378 5548.5379 231.79320089614694 5153.1413 5628.416 -2.0191767631688937 5628.416 5800.1539 197.7287369488091 5800.1539 6598.935 454.131337748217 7501.5575 8899.4244 2007le "" "" "" +CMFGEN 1.4 2.6699999998309067 "" "" "" "" "" "" 687.6560602999618 4500.1378 5548.5379 190.23766962958152 5155.1383 5588.477 50.260633465390654 5588.477 5999.8492 54.627556256098984 5999.8492 6598.935 339.62946190430023 7501.5575 8899.4244 2007le "" "" "" +CMFGEN 1.7 2.6699999998309067 "" "" "" "" "" "" 637.1990427635419 4500.1378 5548.5379 38.29859636034921 5298.9188 5672.349 -3.6789886425431413 5672.349 5800.1539 220.7483602126639 5800.1539 6582.9593 594.812122391011 7501.5575 8847.5036 2007le "" "" "" +OBSERVED "" 3.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 122.33863560449498 5845.3917 6313.072 196.27535971473782 7917.9892 8550.5352 2007le "" "" "" +CMFGEN 1.04 3.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 251.6366458746547 5801.6519 6599.0635 463.5097167494635 7500.778 8897.0897 2007le "" "" "" +CMFGEN 1.02 3.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 196.4932076416994 5801.6519 6599.0635 455.8676786472965 7500.778 8897.0897 2007le "" "" "" +CMFGEN 1.4 3.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 55.40077284989792 5996.799 6599.0635 341.48538272043425 7500.778 8897.0897 2007le "" "" "" +CMFGEN 1.7 3.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 219.06054589704024 5801.6519 6582.2405 596.5356455952076 7500.778 8846.6206 2007le "" "" "" +OBSERVED "" 3.7499999999054126 "" "" "" "" "" "" 189.64402275633702 4510.9765 5187.2026 90.94613274522678 5187.2026 5629.2236 14.69117159679582 5629.2236 5837.0394 118.30298820053467 5837.0394 6325.2417 192.28229309455486 7839.3286 8561.736 2007le "" "" "" +CMFGEN 1.04 3.7499999999054126 "" "" "" "" "" "" 803.196745671733 4501.0805 5546.757 158.1987234122575 5203.6959 5652.3142 -2.931459496390735 5652.3142 5800.7541 252.29441450505408 5800.7541 6599.0309 460.97945904855305 7502.8648 8898.1998 2007le "" "" "" +CMFGEN 1.02 3.7499999999054126 "" "" "" "" "" "" 769.3785792469661 4501.0805 5546.757 230.71131451162267 5154.216 5629.2236 -1.830840183695993 5629.2236 5800.7541 197.23679069511917 5800.7541 6599.0309 452.06699254654325 7502.8648 8898.1998 2007le "" "" "" +CMFGEN 1.4 3.7499999999054126 "" "" "" "" "" "" 682.5871870311423 4501.0805 5546.757 190.0788566670594 5154.216 5589.6396 50.01669022568832 5589.6396 5998.674 54.87083519830865 5998.674 6599.0309 337.6404233628791 7502.8648 8898.1998 2007le "" "" "" +CMFGEN 1.7 3.7499999999054126 "" "" "" "" "" "" 631.1864047496053 4501.0805 5546.757 38.749776875046706 5299.3572 5672.1062 -3.767251540067041 5672.1062 5800.7541 220.04952045776227 5800.7541 6582.5375 591.8559035092501 7502.8648 8845.4212 2007le "" "" "" +OBSERVED "" 4.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 119.72952695662158 5838.6625 6302.9782 206.23848355377143 7857.4263 8590.9105 2007le "" "" "" +CMFGEN 1.04 4.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 251.6366458746547 5801.6519 6599.0635 463.5097167494635 7500.778 8897.0897 2007le "" "" "" +CMFGEN 1.02 4.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 196.4932076416994 5801.6519 6599.0635 455.8676786472965 7500.778 8897.0897 2007le "" "" "" +CMFGEN 1.4 4.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 55.40077284989792 5996.799 6599.0635 341.48538272043425 7500.778 8897.0897 2007le "" "" "" +CMFGEN 1.7 4.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 219.06054589704024 5801.6519 6582.2405 596.5356455952076 7500.778 8846.6206 2007le "" "" "" +OBSERVED "" 10.70999999986816 42.05879683987651 3919.6425 4149.2464 219.15957572564838 3919.6425 4575.2221 268.8854880724257 4575.2221 5212.6752 14.426763753675012 5212.6752 5517.8067 37.64370088952246 5572.1866 5886.3814 125.15076276453541 5886.3814 6303.2938 268.4873934757724 7931.6691 8711.114 2007le "" "" "" +CMFGEN 1.04 10.70999999986816 -4.200171680534764 3998.1912 4149.2464 -65.38111501523828 4149.2464 4451.3569 802.7013379405851 4502.7156 5548.0177 157.83252168996847 5203.6118 5653.7564 -2.5674524626779687 5653.7564 5801.7905 251.57984933839225 5801.7905 6599.3621 461.28246584338683 7502.6723 8898.4225 2007le "" "" "" +CMFGEN 1.02 10.70999999986816 7.20548971813261 3998.1912 4149.2464 -80.42389384047974 4149.2464 4451.3569 770.6157348613376 4502.7156 5548.0177 231.98096709307973 5152.2531 5629.5876 -1.7175600568986262 5629.5876 5801.7905 196.40728972905225 5801.7905 6599.3621 452.35993688827057 7502.6723 8898.4225 2007le "" "" "" +CMFGEN 1.4 10.70999999986816 17.78851270700434 3998.1912 4149.2464 -97.86366325558936 4149.2464 4451.3569 683.7800305557896 4502.7156 5548.0177 190.48856839538595 5155.2742 5587.2921 49.778766426711634 5587.2921 5998.1623 54.96361481203063 5998.1623 6599.3621 337.93392151083924 7502.6723 8898.4225 2007le "" "" "" +CMFGEN 1.7 10.70999999986816 11.578903134667094 3998.1912 4149.2464 113.88777218138554 4149.2464 4472.5046 632.2724543075952 4502.7156 5548.0177 40.10286493032169 5297.2661 5662.8197 -5.3249130981173325 5662.8197 5801.7905 218.8022698541977 5801.7905 6584.2565 592.3322522378039 7502.6723 8847.0637 2007le "" "" "" +OBSERVED "" 16.720000000110304 44.45737118155455 3919.6425 4146.2253 304.6498802199818 3919.6425 4605.4332 321.27830324858553 4605.4332 5264.0339 -8.673617646910776 5264.0339 5502.7012 82.79328356238837 5554.0599 5865.2337 174.1968115083555 5865.2337 6517.7922 437.43625462269335 7541.9466 8692.9874 2007le "" "" "" +CMFGEN 1.04 16.720000000110304 -2.999265683718391 3998.1912 4149.2464 37.45186928756376 4149.2464 4451.3569 238.6121304543719 4502.7156 5532.9122 47.31553185433927 5227.7807 5696.0519 1.8654464883951931 5696.0519 5801.7905 70.75070629021957 5801.7905 6306.3149 394.09183162306545 7502.6723 8478.489 2007le "" "" "" +CMFGEN 1.02 16.720000000110304 7.20548971813261 3998.1912 4149.2464 -80.42389384047974 4149.2464 4451.3569 770.6157348613376 4502.7156 5548.0177 231.98096709307973 5152.2531 5629.5876 -1.7175600568986262 5629.5876 5801.7905 196.40728972905225 5801.7905 6599.3621 452.35993688827057 7502.6723 8898.4225 2007le "" "" "" +CMFGEN 1.4 16.720000000110304 17.78851270700434 3998.1912 4149.2464 -97.86366325558936 4149.2464 4451.3569 683.7800305557896 4502.7156 5548.0177 190.48856839538595 5155.2742 5587.2921 49.778766426711634 5587.2921 5998.1623 54.96361481203063 5998.1623 6599.3621 337.93392151083924 7502.6723 8898.4225 2007le "" "" "" +CMFGEN 1.7 16.720000000110304 11.578903134667094 3998.1912 4149.2464 113.88777218138554 4149.2464 4472.5046 632.2724543075952 4502.7156 5548.0177 40.10286493032169 5297.2661 5662.8197 -5.3249130981173325 5662.8197 5801.7905 218.8022698541977 5801.7905 6584.2565 592.3322522378039 7502.6723 8847.0637 2007le "" "" "" +OBSERVED "" 22.68000000007305 28.033093524081032 3901.1387 4018.708 389.10201619317553 3901.1387 4604.7173 370.78450152132655 4604.7173 5411.1691 -11.383166906560612 5286.2518 5501.1831 82.02590439193236 5550.7827 5877.7722 210.36347578869055 5877.7722 6481.7922 412.27707600891756 7627.5543 8765.3597 2007le "" "" "" +CMFGEN 1.04 22.68000000007305 -0.25362125072195835 3998.5007 4029.7301 86.25096890396577 4029.7301 4492.6591 123.07089625468748 4500.0072 5082.3426 35.618224081756345 5150.3123 5550.7827 3.0406389900900783 5550.7827 5800.6174 170.4743859985066 5800.6174 6294.7758 38.656723818829725 7571.8575 8343.6556 2007le "" "" "" +CMFGEN 1.02 22.68000000007305 -0.14710948702100418 3998.5007 4029.7301 77.77170895025212 4029.7301 4450.4077 143.06051782499674 4500.0072 5051.1132 30.9635669739273 5150.3123 5501.1831 35.55028439496908 5550.7827 5800.6174 146.07483810541254 5800.6174 6289.2647 -13.524098406488562 7999.5291 8379.4606 2007le "" "" "" +CMFGEN 1.4 22.68000000007305 87.92938897041546 3901.1387 4149.1364 305.96382020676737 3901.1387 4514.7034 220.24492430097933 4514.7034 5548.9456 18.192682585982592 5150.3123 5565.4788 2.227866521544635 5565.4788 5800.6174 98.75169002115963 5800.6174 6348.0494 419.15858425870215 7555.9441 8524.67 2007le "" "" "" +CMFGEN 1.7 22.68000000007305 -0.23018738617652765 3998.5007 4029.7301 77.72043889088971 4029.7301 4450.4077 116.8450280275303 4500.0072 5102.5498 55.15579851469464 5150.3123 5547.1086 18.69456041075874 5550.7827 5820.8246 155.82724272825791 5820.8246 6289.2647 56.54598719191614 7705.1319 8387.4173 2007le "" "" "" +OBSERVED "" 24.700000000091677 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 211.91874097447155 5865.5794 6511.5838 461.74113784043567 7652.1853 8745.6824 2007le "" "" "" +CMFGEN 1.04 24.700000000091677 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 166.60591086733945 5801.6519 6299.6136 44.70655534580892 7510.8719 8375.5757 2007le "" "" "" +CMFGEN 1.02 24.700000000091677 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 165.67084995526068 5808.3811 6299.6136 52.010518889080885 7732.9359 8365.4819 2007le "" "" "" +CMFGEN 1.4 24.700000000091677 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 131.08082750430992 5828.5687 6306.3428 371.8771505251872 7541.1533 8446.2324 2007le "" "" "" +CMFGEN 1.7 24.700000000091677 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 149.78729909666686 5831.9333 6299.6136 62.5343304869912 7682.4668 8415.951 2007le "" "" "" +OBSERVED "" 24.669999999830907 1.292491769466864 3944.9561 4001.334 329.97891010675653 3944.9561 4606.8735 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 80.93265746695656 3683.9477 3944.9561 +CMFGEN 1.04 24.669999999830907 -0.3744891238281162 3999.2459 4045.1834 86.27143870075552 4045.1834 4508.7344 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 139.99312266998783 3500.1977 4045.1834 +CMFGEN 1.02 24.669999999830907 -0.4244155366899339 3999.2459 4038.9192 99.82444106358288 4038.9192 4450.2685 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 16.592097492357873 3798.7914 4038.9192 +CMFGEN 1.4 24.669999999830907 27.116248426381404 3901.1067 4114.0896 54.32013347745095 4114.0896 4456.5327 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 43.361014941859764 3798.7914 4099.4731 +CMFGEN 1.7 24.669999999830907 -0.5450577709453536 3999.2459 4041.0072 69.83812753192387 4041.0072 4456.5327 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 134.92757099355987 3525.2546 4041.0072 +OBSERVED "" 24.689999999849533 "" "" "" "" "" "" 373.5602694998377 4606.6377 5424.7064 -3.2724525726601437 5289.4612 5500.5757 80.67070203992488 5550.0557 5876.6234 207.78167475471886 5876.6234 6516.5643 460.1578072723505 7657.9021 8795.9412 2007le "" "" "" +CMFGEN 1.04 24.689999999849533 "" "" "" "" "" "" 123.24052670108216 4510.9765 5094.84 48.31918015562238 5150.9173 5559.9517 1.547700815641972 5559.9517 5800.7541 166.63848329170338 5800.7541 6298.8524 44.02236535843989 7509.4622 8373.7122 2007le "" "" "" +CMFGEN 1.02 24.689999999849533 "" "" "" "" "" "" 130.54794390154365 4501.0805 5051.9574 48.88094655692145 5150.9173 5543.4583 26.116692045322022 5550.0557 5807.3515 165.6030169911264 5807.3515 6302.1511 51.82914808262124 7733.7713 8363.8162 2007le "" "" "" +CMFGEN 1.4 24.689999999849533 "" "" "" "" "" "" 157.01290912252406 4501.0805 5051.9574 33.10552185232627 5150.9173 5507.173 40.90531885152517 5550.0557 5827.1435 130.84848274574856 5827.1435 6305.4498 373.4468592945241 7539.1502 8446.2828 2007le "" "" "" +CMFGEN 1.7 24.689999999849533 "" "" "" "" "" "" 119.11450082844092 4501.0805 5114.632 65.91883988189187 5150.9173 5576.445 13.274625409691762 5576.445 5830.4421 149.85206902282204 5830.4421 6302.1511 62.94953889450905 7684.2914 8416.5948 2007le "" "" "" +OBSERVED "" 35.660000000054424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 242.43912169765758 5845.3694 6521.4989 425.11049797637475 7738.5319 8780.5667 2007le "" "" "" +CMFGEN 1.04 35.660000000054424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 142.1421048934134 5841.3922 6262.9788 166.89619929269767 7869.7806 8537.9556 2007le "" "" "" +CMFGEN 1.02 35.660000000054424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 155.53962070457797 5845.3694 6334.569 172.2500446244886 7802.1676 8553.8645 2007le "" "" "" +CMFGEN 1.4 35.660000000054424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 158.7424419928686 5881.1645 6338.5462 176.66865073951362 7762.3953 8545.91 2007le "" "" "" +CMFGEN 1.7 35.660000000054424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 139.40895754863777 5829.4605 6310.7056 163.57901711836564 7853.8716 8549.8873 2007le "" "" "" +OBSERVED "" 35.64999999981228 -0.7885812073460416 3950.0116 4004.6494 304.5865946942246 3950.0116 4619.3237 450.62678346846803 4619.3237 5537.2373 13.375099478724552 5299.5633 5559.0924 48.62114450715849 5559.0924 5829.5491 "" "" "" "" "" "" 2007le 86.09188818072029 3695.9462 3950.0116 +CMFGEN 1.04 35.64999999981228 0.38391700473625706 3906.3015 4001.9175 62.02293095319382 3906.3015 4452.6786 154.03019978925005 4501.8526 5157.5052 70.9392355606434 5157.5052 5605.5345 15.263256540577775 5605.5345 5840.4767 "" "" "" "" "" "" 2007le 131.52254767044954 3594.8665 3906.3015 +CMFGEN 1.02 35.64999999981228 27.245927657354162 3900.8377 4100.2654 76.28876840036759 4100.2654 4512.7801 155.94932738704898 4512.7801 5108.3312 94.11371903226689 5162.969 5621.9258 18.262809654219183 5621.9258 5843.2085 "" "" "" "" "" "" 2007le 146.6432600498857 3600.3302 4097.5335 +CMFGEN 1.4 35.64999999981228 33.05175087551238 3900.8377 4097.5335 97.13238243064731 4097.5335 4507.3164 174.22201910347223 4507.3164 5100.1356 94.06338062213901 5165.7008 5616.462 31.26563771506595 5616.462 5878.7231 "" "" "" "" "" "" 2007le 173.27341909643337 3501.9824 4097.5335 +CMFGEN 1.7 35.64999999981228 13.441271172722223 3900.8377 4086.6059 62.51985562232592 3900.8377 4512.7801 147.05939671073565 4512.7801 5152.0414 90.2051071792132 5152.0414 5619.1939 14.262245998176812 5619.1939 5829.5491 "" "" "" "" "" "" 2007le 117.78179318817703 3619.4534 3900.8377 +OBSERVED "" 38.70000000009168 1.2466294153119608 3952.8746 4001.2123 311.55896592233046 3952.8746 4620.5387 435.50031566581004 4620.5387 5544.9966 13.109210784310793 5294.245 5554.0599 52.79263785119932 5554.0599 5832.0016 244.43439672349726 5832.0016 6514.7711 447.545199921022 7747.3817 8780.5994 2007le "" "" "" +CMFGEN 1.04 38.70000000009168 -0.11258557514025594 3910.5792 4001.2123 81.9995275825691 3910.5792 4457.3991 184.84581403328363 4523.8634 5173.4008 65.07790315824082 5173.4008 5620.5242 17.6120117510789 5620.5242 5850.1282 131.56801732742414 5850.1282 6257.9773 189.05990703436424 7892.3947 8544.9533 2007le "" "" "" +CMFGEN 1.02 38.70000000009168 28.56811996808073 3901.5159 4112.9932 92.30775176812924 3901.5159 4529.9056 170.60974868672173 4529.9056 5128.0842 85.96863831122056 5176.4219 5575.2077 17.410472561777283 5575.2077 5856.1704 158.79606681146225 5856.1704 6348.6104 210.32117165557665 7822.9093 8596.312 2007le "" "" "" +CMFGEN 1.4 38.70000000009168 38.0145221227511 3901.5159 4109.9721 92.42869091541714 4109.9721 4520.8423 187.18065996335037 4520.8423 5119.0209 90.38772552373547 5179.443 5623.5453 27.91233710472604 5623.5453 5868.2548 157.90560241681771 5868.2548 6345.5893 212.79810856968226 7789.6772 8584.2276 2007le "" "" "" +CMFGEN 1.7 38.70000000009168 15.087745082804968 3901.5159 4112.9932 77.42036983172466 3901.5159 4520.8423 171.66911206035616 4520.8423 5170.3797 78.60183955529273 5170.3797 5611.4609 16.70443448413512 5611.4609 5847.1071 140.03531905408363 5847.1071 6288.1883 199.2045460521565 7859.1626 8587.2487 2007le "" "" "" +OBSERVED "" 44.68999999984953 2.9805846198377184 3961.938 4004.2334 328.06485813838725 3961.938 4620.5387 422.7997436776958 4620.5387 5538.9544 15.215923879861602 5297.2661 5538.9544 64.4257277247907 5557.0811 5841.0649 245.35742667923142 5841.0649 6538.94 472.5332849474517 7759.4661 8720.1773 2007le "" "" "" +CMFGEN 1.04 44.68999999984953 -1.6917796702620713 3925.6847 4001.2123 122.07312857501196 3925.6847 4538.9689 235.39020116633202 4538.9689 5191.5274 20.93580949636265 5191.5274 5502.7012 50.78221388226794 5551.0388 5862.2126 112.90686098110847 5862.2126 6239.8506 205.23779952107353 7895.4158 8541.9322 2007le "" "" "" +CMFGEN 1.02 44.68999999984953 34.77676345293484 3913.6003 4146.2253 141.4635785407803 3913.6003 4566.1588 227.49506409263063 4566.1588 5203.6118 66.18331410489205 5203.6118 5611.4609 24.285097688722896 5611.4609 5862.2126 169.20031086636016 5862.2126 6357.6737 271.0013101661464 7880.3103 8656.7341 2007le "" "" "" +CMFGEN 1.4 44.68999999984953 42.572649711570634 3910.5792 4134.1409 156.17796155238167 3910.5792 4554.0744 233.91338816242978 4554.0744 5209.6541 77.82087290145836 5209.6541 5605.4187 29.635746034081638 5605.4187 5874.297 165.15626839880957 5874.297 6363.7159 275.0756143175032 7841.0359 8650.6919 2007le "" "" "" +CMFGEN 1.7 44.68999999984953 26.06817391158223 3913.6003 4149.2464 126.63710001668741 3913.6003 4554.0744 227.94214695878472 4554.0744 5200.5907 21.718816538902715 5200.5907 5502.7012 39.844854802452055 5551.0388 5862.2126 140.92585841795727 5862.2126 6273.0828 229.19358814855914 7922.6058 8668.8185 2007le "" "" "" +OBSERVED "" -9.250000000094587 12.638568173287963 3916.7946 4049.4094 103.96387789439638 4049.4094 4468.3518 161.53060059646492 4501.5055 5137.4541 70.99167799443573 5155.5379 5598.5921 18.05042393137801 5598.5921 5806.5563 143.46903858429945 5806.5563 6315.918 414.4109085352908 7566.7172 8582.4265 2007le -14.309352922911382 3799.2496 4049.4094 +CMFGEN 1.04 -9.250000000094587 -4.173010198026783 3998.1719 4148.8706 -63.33609705539741 4148.8706 4450.268 803.3012045582284 4501.5055 5547.3546 158.00709460484498 5203.7615 5652.8437 -2.8071329293476466 5652.8437 5800.5284 252.47415776613906 5800.5284 6599.2315 464.34346984276374 7500.4098 8898.8938 2007le 124.39130590024752 3775.1378 4097.633 +CMFGEN 1.02 -9.250000000094587 7.206054992631853 3998.1719 4148.8706 -78.39633676283385 4148.8706 4450.268 770.2822700889028 4501.5055 5547.3546 232.10983131066098 5152.5239 5628.7319 -1.9402855983311678 5628.7319 5800.5284 197.43779390076793 5800.5284 6599.2315 456.1961736544083 7500.4098 8898.8938 2007le 144.75315862301738 3757.0539 4097.633 +CMFGEN 1.4 -9.250000000094587 17.734915180864093 3998.1719 4148.8706 -96.1948015869852 4148.8706 4450.268 683.5836479272816 4501.5055 5547.3546 189.40554134360394 5155.5379 5589.5502 50.20044974966779 5589.5502 5999.4507 54.691737120751014 5999.4507 6599.2315 341.73470970304965 7500.4098 8898.8938 2007le 143.68025572779723 3760.0679 4097.633 +CMFGEN 1.7 -9.250000000094587 11.562611088874295 3998.1719 4148.8706 114.2607083197064 4148.8706 4471.3658 631.997640604242 4501.5055 5547.3546 40.30214625361846 5297.1947 5661.8856 -5.38115115625393 5661.8856 5800.5284 220.21079680610654 5800.5284 6584.1617 597.1604540277505 7500.4098 8847.6562 2007le 82.0331233681435 3799.2496 4097.633 +OBSERVED "" -4.299999999908323 "" "" "" "" "" "" "" "" "" 85.4842849773645 5157.9719 5625.6437 16.842685428212842 5625.6437 5839.8676 118.1178812824779 5839.8676 6325.6429 262.75870175076375 7638.1413 8501.0713 2007le "" "" "" +CMFGEN 1.04 -4.299999999908323 "" "" "" "" "" "" "" "" "" 160.56496244484137 5200.2132 5652.7989 -2.8144280414517295 5652.7989 5800.6435 251.8259314218787 5800.6435 6597.1943 462.0391275549936 7502.3656 8899.3466 2007le "" "" "" +CMFGEN 1.02 -4.299999999908323 "" "" "" "" "" "" "" "" "" 232.55237128911716 5151.9374 5628.661 -1.9509035912300645 5628.661 5800.6435 197.1775097438609 5800.6435 6597.1943 452.7359137193389 7502.3656 8899.3466 2007le "" "" "" +CMFGEN 1.4 -4.299999999908323 "" "" "" "" "" "" "" "" "" 189.83824234043036 5154.9547 5589.4369 50.28464688941507 5589.4369 5999.7812 54.75847827673891 5999.7812 6597.1943 338.26488369088355 7502.3656 8899.3466 2007le "" "" "" +CMFGEN 1.7 -4.299999999908323 "" "" "" "" "" "" "" "" "" 42.1943774225604 5299.7821 5661.8506 -5.398224769138245 5661.8506 5800.6435 220.146212731551 5800.6435 6582.1081 592.9026011660978 7502.3656 8848.0536 2007le "" "" "" +OBSERVED "" -4.319999999926949 13.775483206861974 3910.7041 4064.3623 102.28830800977153 4064.3623 4483.1562 156.02435714811037 4555.4659 5155.0342 80.85060609168843 5155.0342 5591.9055 17.176695641410443 5591.9055 5841.9767 115.87843557258651 5841.9767 6296.9255 273.4890160196895 7559.333 8550.579 2007le 186.61811397759692 3519.0263 4064.3623 +CMFGEN 1.04 -4.319999999926949 -4.159968834121687 3998.0783 4148.7236 -62.859835229579055 4148.7236 4450.0142 805.2661228992467 4501.2336 5549.7248 159.39769190976466 5200.2278 5655.1765 -2.4091862836567537 5655.1765 5802.8089 250.40258809755147 5802.8089 6598.216 461.8384118141196 7502.0878 8897.0631 2007le 124.357638970708 3775.1233 4097.5042 +CMFGEN 1.02 -4.319999999926949 7.228652308877791 3998.0783 4148.7236 -77.86142527966483 4148.7236 4450.0142 775.4990030989037 4501.2336 5549.7248 232.7106915322621 5152.0213 5628.0604 -1.994429703968776 5628.0604 5802.8089 195.49694387002484 5802.8089 6598.216 453.6067377231721 7502.0878 8897.0631 2007le 144.6656083320928 3757.0459 4097.5042 +CMFGEN 1.4 -4.319999999926949 17.755359161545424 3998.0783 4148.7236 -95.80561849648946 4148.7236 4450.0142 689.089343012489 4501.2336 5549.7248 190.04209988775364 5155.0342 5588.8926 50.00946300263715 5588.8926 5998.6478 54.92943261238288 5998.6478 6598.216 339.2496957610071 7502.0878 8897.0631 2007le 143.56648306896687 3760.0588 4097.5042 +CMFGEN 1.7 -4.319999999926949 11.580291320747094 3998.0783 4148.7236 114.23485125016418 4148.7236 4471.1046 638.0061212733361 4501.2336 5549.7248 41.38924883586205 5299.6536 5664.2152 -5.217490489549797 5664.2152 5802.8089 217.76513891799812 5802.8089 6583.1515 593.6861552545063 7502.0878 8845.8437 2007le 81.94684846576646 3799.2266 4097.5042 +OBSERVED "" 2.7399999998669955 "" "" "" "" "" "" 176.65649406181808 4598.6979 5187.3456 105.53916603249392 5187.3456 5583.6248 46.911295847544956 5583.6248 5902.9565 136.4223660778107 5902.9565 6310.7778 346.0106022880393 7780.4733 8571.1079 2007nq "" "" "" +CMFGEN 1.04 2.7399999998669955 "" "" "" "" "" "" 805.4829534945776 4500.59 5548.9984 156.60296506321822 5204.6588 5654.8011 -2.416160794533965 5654.8011 5801.0012 252.18028508198702 5801.0012 6599.3306 462.64252082600893 7501.5389 8898.1344 2007nq "" "" "" +CMFGEN 1.02 2.7399999998669955 "" "" "" "" "" "" 774.6957148452661 4500.59 5548.9984 231.6194930304966 5152.7193 5629.7932 -1.7093064246734941 5629.7932 5801.0012 197.0848409896983 5801.0012 6599.3306 454.4238814518374 7501.5389 8898.1344 2007nq "" "" "" +CMFGEN 1.4 2.7399999998669955 "" "" "" "" "" "" 688.4050206136133 4500.59 5548.9984 190.80445186603953 5154.643 5587.4721 50.02691878422847 5587.4721 5999.1408 54.792182518233126 5999.1408 6599.3306 340.0207000013556 7501.5389 8898.1344 2007nq "" "" "" +CMFGEN 1.7 2.7399999998669955 "" "" "" "" "" "" 637.5870428027606 4500.59 5548.9984 41.31625232240754 5298.9194 5662.4959 -5.321431792044841 5662.4959 5801.0012 219.73041291233068 5801.0012 6583.9411 594.9405301805864 7501.5389 8846.1949 2007nq "" "" "" +OBSERVED "" 3.870000000220898 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 147.24406697461058 5893.6473 6321.494 286.27802452764047 7818.9575 8538.5178 2007nq "" "" "" +CMFGEN 1.04 3.870000000220898 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 249.8969078698667 5802.8919 6597.0013 462.9714307274369 7501.3137 8898.298 2007nq "" "" "" +CMFGEN 1.02 3.870000000220898 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 195.3581097554607 5802.8919 6597.0013 454.78284433750855 7501.3137 8898.298 2007nq "" "" "" +CMFGEN 1.4 3.870000000220898 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 55.373077346470495 5997.3677 6597.0013 340.37050924000107 7501.3137 8898.298 2007nq "" "" "" +CMFGEN 1.7 3.870000000220898 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 217.58225601343912 5802.8919 6584.0363 595.4206016733979 7501.3137 8846.4378 2007nq "" "" "" +OBSERVED "" 4.850000000202272 54.002493203450385 3926.1467 4129.522 121.92605290442758 4129.522 4615.7159 187.10651336502974 4615.7159 5213.1307 100.02512864776695 5213.1307 5588.1038 39.41942410521241 5588.1038 5899.5221 140.34325512399062 5899.5221 6344.4054 497.7748664731963 7748.9657 8400.402 2007nq "" "" "" +CMFGEN 1.04 4.850000000202272 -4.189259264334533 3999.2347 4148.5884 -63.779909476406424 4148.5884 4450.4735 805.4944083108744 4501.3173 5549.9709 157.27172917234876 5203.5974 5654.8363 -2.412661372851022 5654.8363 5801.0122 252.02241107500691 5801.0122 6598.6245 463.6287123649837 7501.1021 8899.3069 2007nq "" "" "" +CMFGEN 1.02 4.850000000202272 6.9016501307248745 3999.2347 4148.5884 -78.94797167671861 4148.5884 4450.4735 776.0660279664027 4501.3173 5549.9709 231.73234786694837 5152.7536 5629.4144 -1.7860779910464548 5629.4144 5801.0122 197.0212429845865 5801.0122 6598.6245 454.9815935731689 7501.1021 8899.3069 2007nq "" "" "" +CMFGEN 1.4 4.850000000202272 17.086186951938537 3999.2347 4148.5884 -96.74167266676781 4148.5884 4450.4735 689.7423553632052 4501.3173 5549.9709 189.8174399190141 5155.9314 5588.1038 49.829193849656804 5588.1038 5998.032 55.08051409313697 5998.032 6598.6245 340.51981076020644 7501.1021 8899.3069 2007nq "" "" "" +CMFGEN 1.7 4.850000000202272 11.267322027484264 3999.2347 4148.5884 114.31419378474652 4148.5884 4472.7177 638.5176812371437 4501.3173 5549.9709 40.72661257655767 5298.9296 5664.3695 -5.035416272332792 5664.3695 5801.0122 219.77656573526534 5801.0122 6582.7358 595.7339232950073 7501.1021 8845.2854 2007nq "" "" "" +OBSERVED "" 3.8500000002022716 31.867583149011775 3926.1467 4085.0336 163.07843359176255 3926.1467 4539.4502 195.52759696057257 4539.4502 5209.9529 108.967061575691 5209.9529 5600.8147 48.49234355172719 5600.8147 5921.7663 137.11704708479445 5921.7663 6353.9387 259.3851173970143 7831.5869 8546.578 2007nq "" "" "" +CMFGEN 1.04 3.8500000002022716 -4.189259264334533 3999.2347 4148.5884 -63.779909476406424 4148.5884 4450.4735 805.4944083108744 4501.3173 5549.9709 157.27172917234876 5203.5974 5654.8363 -2.412661372851022 5654.8363 5801.0122 252.02241107500691 5801.0122 6598.6245 463.6287123649837 7501.1021 8899.3069 2007nq "" "" "" +CMFGEN 1.02 3.8500000002022716 6.9016501307248745 3999.2347 4148.5884 -78.94797167671861 4148.5884 4450.4735 776.0660279664027 4501.3173 5549.9709 231.73234786694837 5152.7536 5629.4144 -1.7860779910464548 5629.4144 5801.0122 197.0212429845865 5801.0122 6598.6245 454.9815935731689 7501.1021 8899.3069 2007nq "" "" "" +CMFGEN 1.4 3.8500000002022716 17.086186951938537 3999.2347 4148.5884 -96.74167266676781 4148.5884 4450.4735 689.7423553632052 4501.3173 5549.9709 189.8174399190141 5155.9314 5588.1038 49.829193849656804 5588.1038 5998.032 55.08051409313697 5998.032 6598.6245 340.51981076020644 7501.1021 8899.3069 2007nq "" "" "" +CMFGEN 1.7 3.8500000002022716 11.267322027484264 3999.2347 4148.5884 114.31419378474652 4148.5884 4472.7177 638.5176812371437 4501.3173 5549.9709 40.72661257655767 5298.9296 5664.3695 -5.035416272332792 5664.3695 5801.0122 219.77656573526534 5801.0122 6582.7358 595.7339232950073 7501.1021 8845.2854 2007nq "" "" "" +OBSERVED "" 4.879999999997381 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 152.32883671079037 5864.4759 6305.2877 391.8108716109435 7653.653 8535.2765 2007nq "" "" "" +CMFGEN 1.04 4.879999999997381 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 249.8969078698667 5802.8919 6597.0013 462.9714307274369 7501.3137 8898.298 2007nq "" "" "" +CMFGEN 1.02 4.879999999997381 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 195.3581097554607 5802.8919 6597.0013 454.78284433750855 7501.3137 8898.298 2007nq "" "" "" +CMFGEN 1.4 4.879999999997381 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 55.373077346470495 5997.3677 6597.0013 340.37050924000107 7501.3137 8898.298 2007nq "" "" "" +CMFGEN 1.7 4.879999999997381 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 217.58225601343912 5802.8919 6584.0363 595.4206016733979 7501.3137 8846.4378 2007nq "" "" "" +OBSERVED "" 38.75999999988562 9.98593254626977 3956.3939 4002.9595 381.49159490200196 3956.3939 4631.5959 450.4244222021149 4631.5959 5530.8951 39.928584063883626 5295.1564 5530.8951 72.9600710274381 5559.9986 5813.1994 289.4010667973003 5813.1994 6462.2082 "" "" "" 2007nq "" "" "" +CMFGEN 1.04 38.75999999988562 -0.16380077572056206 3909.8282 4000.0492 82.12977756924408 3909.8282 4456.9747 185.62662288563047 4523.9128 5175.832 65.43290761118766 5175.832 5621.116 17.588810527355154 5621.116 5851.0339 131.53798689935707 5851.0339 6258.4834 "" "" "" 2007nq "" "" "" +CMFGEN 1.02 38.75999999988562 28.60715906664353 3901.0972 4113.553 92.54595062600565 3901.0972 4529.7335 170.64743941277533 4529.7335 5126.3559 86.02894753714516 5175.832 5577.4607 17.6566200069139 5577.4607 5856.8547 158.89420278427372 5856.8547 6348.7044 "" "" "" 2007nq "" "" "" +CMFGEN 1.4 38.75999999988562 38.162777425872484 3901.0972 4110.6426 92.38795913656728 4110.6426 4521.0024 187.14155113532672 4521.0024 5117.6249 90.47215060527796 5181.6527 5624.0264 27.911126771436052 5624.0264 5868.4961 157.94574264671797 5868.4961 6345.794 "" "" "" 2007nq "" "" "" +CMFGEN 1.7 38.75999999988562 15.12263565801981 3901.0972 4113.553 77.68885273075861 3901.0972 4521.0024 172.15624483349566 4521.0024 5170.0112 78.3509296691243 5170.0112 5612.385 16.80016976837871 5612.385 5848.1236 140.09321703806287 5848.1236 6287.587 "" "" "" 2007nq "" "" "" +OBSERVED "" 3.8199999999415013 34.41156118590213 3921.0289 4118.1579 153.72500173123916 3921.0289 4534.5427 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 101.48562194414083 3647.462 3921.0289 +CMFGEN 1.04 3.8199999999415013 -4.183154002471109 3999.4782 4148.3307 -62.99182450498189 4148.3307 4450.0589 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 125.26046185866088 3774.1879 4098.0427 +CMFGEN 1.02 3.8199999999415013 6.829283461822074 3999.4782 4148.3307 -78.10595687213453 4148.3307 4450.0589 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 144.45279568189582 3758.0957 4098.0427 +CMFGEN 1.4 3.8199999999415013 16.923954307480262 3999.4782 4148.3307 -96.14794094652736 4148.3307 4450.0589 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 144.09116211720539 3760.1072 4098.0427 +CMFGEN 1.7 3.8199999999415013 11.184461185496396 3999.4782 4148.3307 114.73942350414451 4148.3307 4472.1856 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 82.57246959430731 3798.3261 4098.0427 +OBSERVED "" 9.779999999904248 "" "" "" "" "" "" "" "" "" "" "" "" 57.141787282873196 5552.672 5863.3592 155.85241069973785 5863.3592 6430.1074 "" "" "" 2007nq "" "" "" +CMFGEN 1.04 9.779999999904248 "" "" "" "" "" "" "" "" "" "" "" "" -2.3934149412671717 5655.0963 5801.9046 250.94085221073755 5801.9046 6597.4006 "" "" "" 2007nq "" "" "" +CMFGEN 1.02 9.779999999904248 "" "" "" "" "" "" "" "" "" "" "" "" -2.090695006648867 5627.7832 5801.9046 196.18747067626623 5801.9046 6597.4006 "" "" "" 2007nq "" "" "" +CMFGEN 1.4 9.779999999904248 "" "" "" "" "" "" "" "" "" "" "" "" 50.10733510654866 5586.8134 5999.9251 54.75357890023305 5999.9251 6597.4006 "" "" "" 2007nq "" "" "" +CMFGEN 1.7 9.779999999904248 "" "" "" "" "" "" "" "" "" "" "" "" -3.8461701342839767 5672.1671 5801.9046 218.7727714103207 5801.9046 6583.744 "" "" "" 2007nq "" "" "" +OBSERVED "" 9.759999999885622 40.12525971160622 3943.0539 4149.8374 228.2742324032936 3943.0539 4589.5794 231.7583881661174 4589.5794 5225.6347 27.149474491366327 5225.6347 5544.9712 "" "" "" "" "" "" "" "" "" 2007nq 88.2539173303287 3660.3627 3943.0539 +CMFGEN 1.04 9.759999999885622 -4.2308661908792375 3998.0217 4149.8374 -64.27460117986806 4149.8374 4450.8512 804.4701261714637 4500.5839 5547.5887 156.4959092293505 5204.6946 5654.9067 "" "" "" "" "" "" "" "" "" 2007nq 127.69775164939618 3770.2982 4097.4871 +CMFGEN 1.02 9.759999999885622 7.270504832934439 3998.0217 4149.8374 -79.24995192151012 4149.8374 4450.8512 771.7396499685215 4500.5839 5547.5887 232.2765411856308 5152.3444 5628.7315 "" "" "" "" "" "" "" "" "" 2007nq 144.59001182681894 3757.2106 4097.4871 +CMFGEN 1.4 9.759999999885622 17.986030270139942 3998.0217 4149.8374 -96.55189569241664 4149.8374 4450.8512 685.2200522375999 4500.5839 5547.5887 190.89812667192248 5154.9619 5586.8513 "" "" "" "" "" "" "" "" "" 2007nq 143.69150536540175 3759.8281 4097.4871 +CMFGEN 1.7 9.759999999885622 11.67144973224825 3998.0217 4149.8374 113.58491868993036 4149.8374 4471.7913 634.2128973823664 4500.5839 5547.5887 41.26799474996169 5298.9251 5662.7592 "" "" "" "" "" "" "" "" "" 2007nq 81.98637862622702 3799.0908 4097.4871 +OBSERVED "" 10.810000000165019 43.779359799859265 3933.111 4148.4772 258.93431965376516 3933.111 4599.582 246.704816628885 4599.582 5234.039 10.643594811093696 5234.039 5510.5226 66.38603373169254 5551.2675 5836.4822 149.52815993134539 5836.4822 6398.1804 "" "" "" 2007nq "" "" "" +CMFGEN 1.04 10.810000000165019 -4.0752708323704345 3997.1388 4148.4772 -65.15424892305887 4148.4772 4451.1539 804.9825228628141 4500.63 5548.3572 157.1836217595199 5204.9355 5653.1299 -2.7184323594999094 5653.1299 5801.5579 251.68540508889544 5801.5579 6598.9948 "" "" "" 2007nq "" "" "" +CMFGEN 1.02 10.810000000165019 7.493715553173406 3997.1388 4148.4772 -80.35696126093058 4148.4772 4451.1539 773.3187030175183 4500.63 5548.3572 231.720276602272 5152.5491 5629.8471 -1.6788932299547774 5629.8471 5801.5579 196.5955698336253 5801.5579 6598.9948 "" "" "" 2007nq "" "" "" +CMFGEN 1.4 10.810000000165019 18.164263815969566 3997.1388 4148.4772 -98.03713290178369 4148.4772 4451.1539 686.734895516913 4500.63 5548.3572 189.79479815154627 5155.4595 5589.1021 50.20533594247253 5589.1021 5999.462 54.74307978984096 5999.462 6598.9948 "" "" "" 2007nq "" "" "" +CMFGEN 1.7 10.810000000165019 11.85968998784038 3997.1388 4148.4772 114.63996122760788 4148.4772 4471.5264 636.0075950655649 4500.63 5548.3572 40.88026919904525 5298.0668 5661.861 -5.476349717436156 5661.861 5801.5579 219.02150965479885 5801.5579 6584.443 "" "" "" 2007nq "" "" "" +OBSERVED "" 4.819999999941501 45.37010941236171 3923.0404 4144.3077 162.42946060300966 3923.0404 4586.8423 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 106.39401045256037 3657.5196 3923.0404 +CMFGEN 1.04 4.819999999941501 -4.183154002471109 3999.4782 4148.3307 -62.99182450498189 4148.3307 4450.0589 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 125.26046185866088 3774.1879 4098.0427 +CMFGEN 1.02 4.819999999941501 6.829283461822074 3999.4782 4148.3307 -78.10595687213453 4148.3307 4450.0589 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 144.45279568189582 3758.0957 4098.0427 +CMFGEN 1.4 4.819999999941501 16.923954307480262 3999.4782 4148.3307 -96.14794094652736 4148.3307 4450.0589 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 144.09116211720539 3760.1072 4098.0427 +CMFGEN 1.7 4.819999999941501 11.184461185496396 3999.4782 4148.3307 114.73942350414451 4148.3307 4472.1856 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 82.57246959430731 3798.3261 4098.0427 +OBSERVED "" 16.8199999999415 8.249804620116771 3933.111 4017.5113 304.77978980197275 3933.111 4614.1337 336.6202168298002 4614.1337 5431.943 5.593856357788377 5266.0529 5507.6122 71.40787366633036 5551.2675 5833.5718 217.12635831300668 5833.5718 6502.9531 "" "" "" 2007nq "" "" "" +CMFGEN 1.04 16.8199999999415 28.162775126011503 3901.0972 4148.4772 46.12694738092361 4148.4772 4454.0643 195.42551842713328 4500.63 5522.164 20.12830651588659 5234.039 5522.164 -1.2034364892460074 5551.2675 5801.5579 82.7054429292046 5801.5579 6316.6905 "" "" "" 2007nq "" "" "" +CMFGEN 1.02 16.8199999999415 7.493715553173406 3997.1388 4148.4772 -80.35696126093058 4148.4772 4451.1539 773.3187030175183 4500.63 5548.3572 231.720276602272 5152.5491 5629.8471 -1.6788932299547774 5629.8471 5801.5579 196.5955698336253 5801.5579 6598.9948 "" "" "" 2007nq "" "" "" +CMFGEN 1.4 16.8199999999415 18.164263815969566 3997.1388 4148.4772 -98.03713290178369 4148.4772 4451.1539 686.734895516913 4500.63 5548.3572 189.79479815154627 5155.4595 5589.1021 50.20533594247253 5589.1021 5999.462 54.74307978984096 5999.462 6598.9948 "" "" "" 2007nq "" "" "" +CMFGEN 1.7 16.8199999999415 11.85968998784038 3997.1388 4148.4772 114.63996122760788 4148.4772 4471.5264 636.0075950655649 4500.63 5548.3572 40.88026919904525 5298.0668 5661.861 -5.476349717436156 5661.861 5801.5579 219.02150965479885 5801.5579 6584.443 "" "" "" 2007nq "" "" "" +OBSERVED "" 22.77999999990425 79.83805023909976 3906.7869 4067.8321 404.5874306029731 3906.7869 4609.3689 403.55044741465855 4609.3689 5538.4761 16.6562560544989 5287.1747 5538.4761 45.685602335385624 5552.6339 5839.3298 226.98993538631908 5839.3298 6510.4849 320.8310780724519 7690.7072 8560.5462 2007nq "" "" "" +CMFGEN 1.04 22.77999999990425 -0.26484882046518643 3998.8128 4030.6679 86.42497272238907 4030.6679 4494.3366 123.13132185309442 4501.4155 5083.656 35.67681680941111 5150.9056 5550.8642 3.0257310068700924 5550.8642 5800.3958 171.0420262685667 5800.3958 6295.8991 38.81646433906272 7570.0026 8344.0444 2007nq "" "" "" +CMFGEN 1.02 22.77999999990425 -0.12637834994312444 3998.8128 4028.8981 81.53921081753127 4028.8981 4450.0934 141.96317917716775 4501.4155 5050.0312 31.79915036170032 5150.9056 5501.3118 35.28272553819378 5550.8642 5800.3958 148.78413777169516 5800.3958 6290.1513 -9.455149018921954 7999.1743 8374.6996 2007nq "" "" "" +CMFGEN 1.4 22.77999999990425 87.91855024303501 3901.4777 4149.2396 301.6428200100945 3901.4777 4515.5733 160.73695701060262 4515.5733 5126.1295 17.95457195709838 5150.9056 5561.4825 3.568964000170726 5561.4825 5800.3958 102.32669337057087 5800.3958 6362.9572 421.13284284003475 7556.591 8520.3114 2007nq "" "" "" +CMFGEN 1.7 22.77999999990425 -0.25953186405656453 3998.8128 4030.6679 77.16963048194624 4030.6679 4450.0934 116.30708234314429 4501.4155 5103.123 55.08973616877573 5150.9056 5552.6339 18.351526048835993 5552.6339 5821.6325 156.28281881288137 5821.6325 6290.1513 57.289053076190136 7706.0347 8391.9431 2007nq "" "" "" +OBSERVED "" -4.86999999996624 30.722009328463 3920.5258 4104.8547 130.74582577525445 3920.5258 4470.4907 95.69731746025612 4524.8829 5102.0438 67.43586448835475 5201.7627 5585.5295 41.886512693703246 5585.5295 5920.9476 118.82948617602382 5920.9476 6301.6925 225.14694619044698 7797.4762 8558.9661 2007on "" "" "" +CMFGEN 1.04 -4.86999999996624 -4.144563957438317 3999.0922 4147.1597 -68.22475535993303 4147.1597 4452.36 804.2154215801431 4500.7086 5549.268 155.82670025152154 5204.7845 5655.0305 -2.4126449316723138 5655.0305 5800.0762 252.60267091813566 5800.0762 6597.8275 462.6446501113253 7501.3413 8897.406 2007on "" "" "" +CMFGEN 1.02 -4.86999999996624 6.847126005934144 3999.0922 4147.1597 -83.24410614247255 4147.1597 4452.36 773.6486633998068 4500.7086 5549.268 231.40458598249842 5153.4142 5627.8345 -2.1101572812323544 5627.8345 5800.0762 197.4115652587733 5800.0762 6597.8275 454.360068113253 7501.3413 8897.406 2007on "" "" "" +CMFGEN 1.4 -4.86999999996624 16.84148404835697 3999.0922 4147.1597 -101.57392405024991 4147.1597 4452.36 687.0382303371896 4500.7086 5549.268 193.38940926099605 5150.3924 5588.5512 50.27054603768306 5588.5512 5999.514 54.368638675458925 5999.514 6597.8275 339.64275948105814 7501.3413 8897.406 2007on "" "" "" +CMFGEN 1.7 -4.86999999996624 11.188636397357792 3999.0922 4147.1597 114.36356353435707 4147.1597 4473.5125 636.971420490466 4500.7086 5549.268 40.26514433462576 5298.4599 5664.0959 -4.952318227068445 5664.0959 5800.0762 220.90592253435918 5800.0762 6582.7186 595.5296241639147 7501.3413 8846.0357 2007on "" "" "" +OBSERVED "" -1.820000000152504 27.866575079292822 3920.5258 4113.9201 141.09307245883022 3920.5258 4524.8829 106.9341680746187 4524.8829 5117.1528 65.5979144836181 5219.8935 5555.3116 44.710582898196975 5555.3116 5917.9258 120.98464239276188 5917.9258 6350.0411 241.98762473126064 7776.3237 8616.38 2007on "" "" "" +CMFGEN 1.04 -1.820000000152504 -4.144563957438317 3999.0922 4147.1597 -68.22475535993303 4147.1597 4452.36 804.2154215801431 4500.7086 5549.268 155.82670025152154 5204.7845 5655.0305 -2.4126449316723138 5655.0305 5800.0762 252.60267091813566 5800.0762 6597.8275 462.6446501113253 7501.3413 8897.406 2007on "" "" "" +CMFGEN 1.02 -1.820000000152504 6.847126005934144 3999.0922 4147.1597 -83.24410614247255 4147.1597 4452.36 773.6486633998068 4500.7086 5549.268 231.40458598249842 5153.4142 5627.8345 -2.1101572812323544 5627.8345 5800.0762 197.4115652587733 5800.0762 6597.8275 454.360068113253 7501.3413 8897.406 2007on "" "" "" +CMFGEN 1.4 -1.820000000152504 16.84148404835697 3999.0922 4147.1597 -101.57392405024991 4147.1597 4452.36 687.0382303371896 4500.7086 5549.268 193.38940926099605 5150.3924 5588.5512 50.27054603768306 5588.5512 5999.514 54.368638675458925 5999.514 6597.8275 339.64275948105814 7501.3413 8897.406 2007on "" "" "" +CMFGEN 1.7 -1.820000000152504 11.188636397357792 3999.0922 4147.1597 114.36356353435707 4147.1597 4473.5125 636.971420490466 4500.7086 5549.268 40.26514433462576 5298.4599 5664.0959 -4.952318227068445 5664.0959 5800.0762 220.90592253435918 5800.0762 6582.7186 595.5296241639147 7501.3413 8846.0357 2007on "" "" "" +OBSERVED "" 1.0600000002013985 47.9707050612019 3903.8288 4065.4873 246.46575111924088 3903.8288 4539.4404 140.2137893573707 4539.4404 5228.3257 70.30895893641616 5228.3257 5577.3609 46.656102046562786 5577.3609 5909.8629 136.2760487924727 5909.8629 6437.4917 185.56386340436785 7875.3501 8732.4966 2007on "" "" "" +CMFGEN 1.04 1.0600000002013985 -4.363366117401806 3999.3543 4149.9905 -65.2386716949761 4149.9905 4451.263 804.4762276590759 4500.8628 5549.8055 156.44305098268367 5204.4443 5654.516 -2.421146894803991 5654.516 5801.4782 252.40603580121703 5801.4782 6598.5796 463.1161072692339 7501.4671 8899.5507 2007on "" "" "" +CMFGEN 1.02 1.0600000002013985 6.812211642453285 3999.3543 4149.9905 -80.15298462975572 4149.9905 4451.263 774.648173438422 4500.8628 5549.8055 231.34566121483203 5153.0075 5628.7977 -1.8627016363694777 5628.7977 5801.4782 196.14423738455838 5801.4782 6598.5796 453.7801419666486 7501.4671 8899.5507 2007on "" "" "" +CMFGEN 1.4 1.0600000002013985 17.18779670287984 3999.3543 4149.9905 -97.3826182159523 4149.9905 4451.263 687.9853715439435 4500.8628 5549.8055 190.01969568213565 5154.8446 5588.3831 50.35726573084415 5588.3831 5999.8772 53.579310134323485 5999.8772 6598.5796 338.9429285580001 7501.4671 8899.5507 2007on "" "" "" +CMFGEN 1.7 1.0600000002013985 11.263916944561169 3999.3543 4149.9905 112.40671897351365 4149.9905 4473.3074 637.8997661746414 4500.8628 5549.8055 41.64586072279149 5299.9697 5663.7012 -5.130150004854479 5663.7012 5801.4782 220.21096770648845 5801.4782 6582.6696 595.2415315471972 7501.4671 8845.8547 2007on "" "" "" +OBSERVED "" 3.09999999977299 "" "" "" "" "" "" 152.83000306578614 4568.083 5234.5633 63.64451355984992 5234.5633 5587.5999 44.663320539626824 5587.5999 5914.2413 119.80379924024653 5914.2413 6343.1642 273.74604120334936 7804.8018 8619.7555 2007on "" "" "" +CMFGEN 1.04 3.09999999977299 "" "" "" "" "" "" 802.0393263574754 4502.0948 5548.007 156.5937744608159 5204.8686 5653.5881 -2.587578249608396 5653.5881 5802.0614 250.95039890843066 5802.0614 6597.2186 462.7535093166813 7501.2563 8896.9057 2007on "" "" "" +CMFGEN 1.02 3.09999999977299 "" "" "" "" "" "" 769.7718691475241 4502.0948 5548.007 232.57443166920157 5152.0781 5627.1928 -2.1759227641410304 5627.1928 5802.0614 195.73288664058595 5802.0614 6597.2186 454.58910570155945 7501.2563 8896.9057 2007on "" "" "" +CMFGEN 1.4 3.09999999977299 "" "" "" "" "" "" 682.6973163968001 4502.0948 5548.007 190.04048690907263 5155.3775 5587.5999 49.6656912271112 5587.5999 5996.7264 55.140138373101834 5996.7264 6597.2186 339.89279488880436 7501.2563 8896.9057 2007on "" "" "" +CMFGEN 1.7 3.09999999977299 "" "" "" "" "" "" 631.9190283795399 4502.0948 5548.007 39.71252656816186 5297.252 5663.4863 -5.218180968021605 5663.4863 5802.0614 218.61518794794256 5802.0614 6584.021 595.628375262269 7501.2563 8847.4146 2007on "" "" "" +OBSERVED "" 3.110000000015134 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 120.07919555394126 5897.1895 6358.2445 291.0738163647902 7795.2551 8613.0387 2007on "" "" "" +CMFGEN 1.04 3.110000000015134 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 250.11948888728028 5802.9593 6597.1854 461.64485871161804 7502.4684 8899.0947 2007on "" "" "" +CMFGEN 1.02 3.110000000015134 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 194.9940739945693 5802.9593 6597.1854 452.1042236878057 7502.4684 8899.0947 2007on "" "" "" +CMFGEN 1.4 3.110000000015134 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 54.702367561211794 5998.1505 6597.1854 337.33016774213036 7502.4684 8899.0947 2007on "" "" "" +CMFGEN 1.7 3.110000000015134 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 217.6192923820433 5802.9593 6583.7239 592.8551146792621 7502.4684 8845.2489 2007on "" "" "" +OBSERVED "" 3.080000000220025 19.650104242032384 3929.1369 4069.0689 180.97524924675184 3929.1369 4553.6097 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 98.93861444965118 3665.9811 3929.1369 +CMFGEN 1.04 3.080000000220025 -4.2041521629182945 3998.0586 4148.4334 -65.56915639493316 4148.4334 4451.2714 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 124.8030831401407 3774.585 4098.3084 +CMFGEN 1.02 3.080000000220025 7.161030205289173 3998.0586 4148.4334 -80.78658371490951 4148.4334 4451.2714 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 144.51310933962066 3757.8767 4098.3084 +CMFGEN 1.4 3.080000000220025 17.643587266916573 3998.0586 4148.4334 -98.50132227783766 4148.4334 4451.2714 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 143.0407492858114 3762.0538 4098.3084 +CMFGEN 1.7 3.080000000220025 11.514007999669431 3998.0586 4148.4334 114.3188040498938 4148.4334 4472.1568 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 82.2999595127886 3799.6475 4098.3084 +OBSERVED "" 9.089999999996508 0.006152103132539777 3958.2849 4001.2282 270.4201750366584 3958.2849 4630.0585 258.71686945081865 4630.0585 5417.352 1.034645704397021 5271.9476 5500.225 63.81281655829813 5551.4556 5897.0109 132.8713351552903 5897.0109 6410.3213 325.53873460550653 7830.7143 8752.1114 2007on 102.22103471838716 3673.252 3958.2849 +CMFGEN 1.04 9.089999999996508 -4.382232771094368 3999.9726 4149.8974 -63.26195837584497 4149.8974 4450.2492 805.1966747003869 4500.2241 5549.9488 156.64303283235927 5204.6447 5653.9168 -2.553259733777846 5653.9168 5800.0746 253.09966311957942 5800.0746 6599.9246 464.84012428214197 7500.2268 8899.776 2007on 125.42464033365292 3774.4576 4099.9224 +CMFGEN 1.02 9.089999999996508 6.64012089255988 3999.9726 4149.8974 -78.15423216213554 4149.8974 4450.2492 775.5327139012599 4500.2241 5549.9488 233.40872266685568 5150.1494 5628.8037 -1.909565185178074 5628.8037 5800.0746 197.57855346899055 5800.0746 6599.9246 455.8933005154975 7500.2268 8899.776 2007on 145.7796305086501 3757.6318 4099.9224 +CMFGEN 1.4 9.089999999996508 16.90106216224033 3999.9726 4149.8974 -95.65556653528775 4149.8974 4450.2492 689.012977922583 4500.2241 5549.9488 194.1130786678686 5150.1494 5587.8695 50.36766707172561 5587.8695 5999.9743 54.1258701451157 5999.9743 6599.9246 341.0510967063495 7500.2268 8899.776 2007on 144.93360939258002 3761.3988 4099.9224 +CMFGEN 1.7 9.089999999996508 11.08614859978277 3999.9726 4149.8974 113.02211726101665 4149.8974 4472.5998 639.3578542654767 4500.2241 5549.9488 41.61649191771912 5299.823 5663.4597 -5.037364339998623 5663.4597 5800.0746 220.90952935735265 5800.0746 6583.0989 597.7959913274708 7500.2268 8846.2852 2007on 83.51741844106654 3799.8217 4099.9224 +OBSERVED "" 14.020000000164146 0.25614919251793045 3970.0293 4002.8193 260.94265842998783 3970.0293 4634.0272 325.2307510575183 4634.0272 5492.0327 13.017854289551277 5295.2926 5500.2302 53.78139080541633 5552.1477 5888.2454 "" "" "" "" "" "" 2007on 104.60352658454683 3683.1167 3970.0293 +CMFGEN 1.04 14.020000000164146 -4.103025790523589 3997.3543 4147.6419 -65.06947569457644 4147.6419 4450.9496 804.8611621655102 4500.1346 5549.4152 156.50864841634177 5205.12 5653.2503 -2.675634921036931 5653.2503 5800.8053 "" "" "" "" "" "" 2007on 125.69178502586868 3773.2892 4098.4569 +CMFGEN 1.02 14.020000000164146 7.336467051634805 3997.3543 4147.6419 -80.51138516846898 4147.6419 4450.9496 774.469293339121 4500.1346 5549.4152 231.25823262339557 5153.2025 5628.6577 -1.9138264596794021 5628.6577 5800.8053 "" "" "" "" "" "" 2007on 145.17363130994235 3756.8942 4098.4569 +CMFGEN 1.4 14.020000000164146 17.84148557399796 3997.3543 4147.6419 -98.49094243586886 4147.6419 4450.9496 687.958700349044 4500.1346 5549.4152 193.5373518049864 5150.47 5587.6702 49.78977650862983 5587.6702 5997.5455 "" "" "" "" "" "" 2007on 144.44420826552115 3759.6267 4098.4569 +CMFGEN 1.7 14.020000000164146 11.687081252761763 3997.3543 4147.6419 114.67462952577384 4147.6419 4472.8096 638.3034826340975 4500.1346 5549.4152 39.950128815709704 5298.0251 5664.1803 -5.011812000647568 5664.1803 5800.8053 "" "" "" "" "" "" 2007on 82.80411195986306 3797.8817 4098.4569 +OBSERVED "" 14.040000000182772 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 165.555253133379 5894.4243 6503.0779 327.5461777013769 7696.5165 8667.1798 2007on "" "" "" +CMFGEN 1.04 14.040000000182772 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 250.57758441113629 5802.9273 6598.553 462.3679213040037 7501.5882 8897.9112 2007on "" "" "" +CMFGEN 1.02 14.040000000182772 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 195.12892810106632 5802.9273 6598.553 453.8410377287321 7501.5882 8897.9112 2007on "" "" "" +CMFGEN 1.4 14.040000000182772 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 54.68333053028985 5997.8556 6598.553 339.0958982903691 7501.5882 8897.9112 2007on "" "" "" +CMFGEN 1.7 14.040000000182772 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 217.6713793573424 5802.9273 6582.6405 595.0053108086687 7501.5882 8846.1956 2007on "" "" "" +OBSERVED "" 17.020000000164146 -0.03930200798184341 3953.7655 4002.114 254.66420003144503 3953.7655 4630.6453 346.1550511310333 4630.6453 5506.9631 21.46434611622011 5295.4381 5506.9631 25.80150028117837 5552.2898 5800.0762 206.1024952450063 5800.0762 6519.2611 350.44629589028153 7694.7355 8628.4672 2007on "" "" "" +CMFGEN 1.04 17.020000000164146 24.35486529355171 3902.3951 4147.1597 43.44309277939526 4147.1597 4464.4472 174.9689772446116 4500.7086 5500.9195 5.7387626812039825 5195.7192 5500.9195 -0.9952664680225259 5552.2898 5800.0762 97.56502649841056 5800.0762 6319.8233 401.43661122474276 7501.3413 8450.1818 2007on "" "" "" +CMFGEN 1.02 17.020000000164146 6.847126005934144 3999.0922 4147.1597 -83.24410614247255 4147.1597 4452.36 773.6486633998068 4500.7086 5549.268 231.40458598249842 5153.4142 5627.8345 -2.1101572812323544 5627.8345 5800.0762 197.4115652587733 5800.0762 6597.8275 454.360068113253 7501.3413 8897.406 2007on "" "" "" +CMFGEN 1.4 17.020000000164146 16.84148404835697 3999.0922 4147.1597 -101.57392405024991 4147.1597 4452.36 687.0382303371896 4500.7086 5549.268 193.38940926099605 5150.3924 5588.5512 50.27054603768306 5588.5512 5999.514 54.368638675458925 5999.514 6597.8275 339.64275948105814 7501.3413 8897.406 2007on "" "" "" +CMFGEN 1.7 17.020000000164146 11.188636397357792 3999.0922 4147.1597 114.36356353435707 4147.1597 4473.5125 636.971420490466 4500.7086 5549.268 40.26514433462576 5298.4599 5664.0959 -4.952318227068445 5664.0959 5800.0762 220.90592253435918 5800.0762 6582.7186 595.5296241639147 7501.3413 8846.0357 2007on "" "" "" +OBSERVED "" 23.049999999959255 0.24751839084182292 3959.809 4002.114 255.7882279421674 3959.809 4636.6889 343.1913438186011 4636.6889 5497.8977 20.88732266903731 5298.4599 5519.0502 35.14742058620135 5558.3334 5809.1416 216.87376519358884 5809.1416 6470.9125 370.50554437514995 7730.9969 8622.4236 2007on "" "" "" +CMFGEN 1.04 23.049999999959255 -0.2781679957799769 3999.0922 4032.3319 86.38538668479077 4032.3319 4494.665 123.09751693634414 4500.7086 5083.9131 37.62231292520495 5150.3924 5552.2898 2.96285033740469 5552.2898 5800.0762 170.60139140760896 5800.0762 6295.649 37.21619575168694 7549.6898 8347.4411 2007on "" "" "" +CMFGEN 1.02 23.049999999959255 -0.13885294966848133 3999.0922 4029.3101 88.61151599959105 4029.3101 4452.36 139.03315560285833 4500.7086 5050.6735 34.8034392281436 5150.3924 5503.9413 33.79334475029568 5552.2898 5800.0762 151.76136376084412 5800.0762 6289.6054 9.899851723269578 7918.3476 8368.5936 2007on "" "" "" +CMFGEN 1.4 23.049999999959255 84.55160297926166 3902.3951 4147.1597 282.73715690608947 3902.3951 4512.7957 159.73315725494967 4512.7957 5120.1745 20.40544981175303 5150.3924 5500.9195 8.111308142268221 5552.2898 5800.0762 107.0414843651574 5800.0762 6356.0847 426.1576740941051 7558.7552 8510.6175 2007on "" "" "" +CMFGEN 1.7 23.049999999959255 -0.3057206004373216 3999.0922 4032.3319 75.89347808901174 4032.3319 4452.36 116.07158234817963 4500.7086 5105.0656 57.18491388909296 5150.3924 5552.2898 17.181611126604498 5552.2898 5821.2287 154.98170012726712 5821.2287 6292.6272 56.930531148100535 7703.8009 8392.7679 2007on "" "" "" +OBSERVED "" 24.040000000182772 0.27064863178923837 3953.7655 4002.114 257.2425420829809 3953.7655 4630.6453 347.5857864354026 4630.6453 5519.0502 23.057479551543775 5295.4381 5519.0502 37.81720445160344 5558.3334 5806.1198 222.59309439911993 5806.1198 6464.869 389.7765761463843 7700.7791 8661.7068 2007on "" "" "" +CMFGEN 1.04 24.040000000182772 -0.30480608066889925 3999.0922 4038.3754 86.52595805578122 4038.3754 4503.7304 122.68638487762587 4503.7304 5089.9567 44.070517984005505 5150.3924 5558.3334 2.1825620716044787 5558.3334 5800.0762 168.73422019204176 5800.0762 6298.6708 39.5042858670304 7513.4284 8362.5501 2007on "" "" "" +CMFGEN 1.02 24.040000000182772 -0.3101008847466003 3999.0922 4035.3537 97.49918120933681 4035.3537 4452.36 132.3038978958961 4500.7086 5050.6735 43.41189806207671 5150.3924 5528.1155 28.905189273760346 5552.2898 5803.098 161.6196166305103 5803.098 6295.649 46.41508686732395 7746.1059 8362.5501 2007on "" "" "" +CMFGEN 1.4 24.040000000182772 52.87146620065501 3902.3951 4132.0508 166.37766184925977 3902.3951 4458.4036 156.56488627932424 4500.7086 5050.6735 29.02701727059862 5150.3924 5500.9195 31.286277614451922 5552.2898 5836.3376 119.05392639844592 5836.3376 6307.7361 421.16645249155886 7543.6463 8468.3125 2007on "" "" "" +CMFGEN 1.7 24.040000000182772 -0.5111432260945515 3999.0922 4038.3754 71.60257898694275 4038.3754 4452.36 117.78450893566804 4500.7086 5111.1092 62.72853165668292 5150.3924 5570.4205 14.754573244840492 5570.4205 5827.2723 151.9848923734092 5827.2723 6295.649 59.31458478504604 7688.692 8407.8768 2007on "" "" "" +OBSERVED "" 285.19000000008964 "" "" "" "" "" "" 266.33139704282235 4691.6009 5204.5367 118.54538153511915 5204.5367 5543.3964 190.63675767763957 5561.3616 5946.0634 425.17967011522677 5946.0634 6599.0034 "" "" "" 2007on "" "" "" +CMFGEN 1.04 285.19000000008964 "" "" "" "" "" "" 112.45951378630863 4694.6983 5050.2843 29.115138432968617 5235.5111 5500.0323 167.8368151355364 5550.2108 5875.4418 269.83178068731615 5875.4418 6518.47 "" "" "" 2007on "" "" "" +CMFGEN 1.02 285.19000000008964 "" "" "" "" "" "" 237.2875626088486 4687.884 5230.5552 36.29926127082573 5230.5552 5500.0323 173.33173807971485 5550.2108 5872.3444 229.82422264092253 5872.3444 6514.1336 "" "" "" 2007on "" "" "" +CMFGEN 1.4 285.19000000008964 "" "" "" "" "" "" 242.89900414949184 4681.6891 5225.5993 35.784313154633494 5225.5993 5500.0323 173.5714693166263 5550.2108 5872.9639 212.55183574172577 5872.9639 6512.2751 "" "" "" 2007on "" "" "" +CMFGEN 1.7 285.19000000008964 "" "" "" "" "" "" 121.26302186707323 4682.9281 5050.2843 44.83587683068255 5250.9983 5500.0323 177.70812445964896 5550.2108 5885.3536 311.58554202691323 5885.3536 6551.3029 "" "" "" 2007on "" "" "" +OBSERVED "" 32.02999999994063 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 221.64210338174286 5813.0554 6489.4937 412.4855157578822 7694.2942 8693.8075 2007on "" "" "" +CMFGEN 1.04 32.02999999994063 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 152.32503493469193 5806.3247 6287.5718 121.76559555809689 7859.1971 8491.8856 2007on "" "" "" +CMFGEN 1.02 32.02999999994063 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 158.9088855825267 5829.8822 6327.9562 126.48109442838899 7748.14 8501.9817 2007on "" "" "" +CMFGEN 1.4 32.02999999994063 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 161.20593362927573 5863.5359 6327.9562 137.10678905358816 7744.7747 8485.1549 2007on "" "" "" +CMFGEN 1.7 32.02999999994063 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 136.1919561645302 5802.9593 6307.764 124.91018366526811 7801.9859 8508.7124 2007on "" "" "" +OBSERVED "" 32.009999999922 "" "" "" "" "" "" 347.8817916991791 4607.6759 5524.9112 24.016314984797916 5293.9526 5524.9112 60.321109863709616 5551.3064 5818.5584 212.88744324591838 5818.5584 6488.3382 406.17702924652536 7689.3225 8656.0489 2007on "" "" "" +CMFGEN 1.04 32.009999999922 "" "" "" "" "" "" 129.72435822734718 4502.0948 5132.2817 80.5643481804412 5152.0781 5604.0969 9.9008354082548 5604.0969 5805.3608 152.2307207099771 5805.3608 6287.0743 121.38108183462847 7857.5923 8491.0786 2007on "" "" "" +CMFGEN 1.02 32.009999999922 "" "" "" "" "" "" 141.71705154439042 4502.0948 5082.7906 95.85587303874134 5152.0781 5604.0969 17.40421551735899 5604.0969 5828.4567 158.88438371532123 5828.4567 6326.6672 125.78098662104955 7745.4124 8500.9768 2007on "" "" "" +CMFGEN 1.4 32.009999999922 "" "" "" "" "" "" 158.03333614454772 4502.0948 5076.1917 92.19135562914681 5152.0781 5597.4981 34.387754954009964 5597.4981 5861.4507 161.19711341775152 5861.4507 6329.9666 136.46665180934224 7742.113 8484.4797 2007on "" "" "" +CMFGEN 1.7 32.009999999922 "" "" "" "" "" "" 129.15754101366574 4502.0948 5142.1799 94.77745300039058 5152.0781 5607.3963 9.889292375118202 5607.3963 5802.0614 136.37384152075452 5802.0614 6310.1702 124.65498680211857 7801.5024 8507.5756 2007on "" "" "" +OBSERVED "" 31.989999999903375 1.0717465763003622 3962.5535 4004.3242 278.12327576050296 3962.5535 4635.0627 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 115.19618035334477 3695.2206 3962.5535 +CMFGEN 1.04 31.989999999903375 0.3379264473301696 3901.9859 4023.1211 48.54535722673877 3901.9859 4501.3963 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 128.9802980107051 3592.8822 3901.9859 +CMFGEN 1.02 31.989999999903375 22.866499042414716 3901.9859 4083.6887 85.33999240163463 4083.6887 4493.0421 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 168.27513729404484 3500.9866 4083.6887 +CMFGEN 1.4 31.989999999903375 22.74649846152849 3901.9859 4077.4231 106.71816215765429 4077.4231 4486.7765 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 194.09589466527063 3500.9866 4077.4231 +CMFGEN 1.7 31.989999999903375 13.569839512779124 3901.9859 4066.9804 52.6887411633677 3901.9859 4499.3078 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 111.6198332340957 3607.502 3901.9859 +OBSERVED "" 41.09999999977299 2.2857873830020017 3974.5801 4002.8321 305.1479332177675 3974.5801 4639.6789 355.48941982453994 4639.6789 5524.9077 21.48601565665639 5298.8919 5524.9077 83.46057296595234 5555.514 5821.5535 210.47829079577906 5821.5535 6486.6523 427.9324034424067 7676.2573 8622.4572 2007on "" "" "" +CMFGEN 1.04 41.09999999977299 -0.9227825372942611 3914.5447 4000.4778 101.24891309402545 3914.5447 4530.2025 211.0234323156714 4530.2025 5182.3524 28.68563049041292 5182.3524 5506.0731 20.47600521617108 5623.7897 5854.5142 124.07729244729731 5854.5142 6252.3963 195.64074439281467 7893.2037 8547.9635 2007on "" "" "" +CMFGEN 1.02 41.09999999977299 29.71612321603632 3905.1274 4120.5487 105.20547094168234 3905.1274 4540.797 193.76805481554968 4540.797 5187.0611 82.94990461273835 5187.0611 5596.7148 20.780982706413816 5596.7148 5860.4 162.40735011896328 5860.4 6359.5184 253.47504604069954 7501.1319 8627.6848 2007on "" "" "" +CMFGEN 1.4 41.09999999977299 39.78181523145359 3902.773 4119.3716 128.18791232101228 3902.773 4533.734 209.50334565012793 4533.734 5192.9469 84.81239185249115 5192.9469 5580.2345 27.07977755607545 5580.2345 5874.526 160.1957374570291 5874.526 6354.8097 241.14061895780432 7823.9377 8617.2295 2007on "" "" "" +CMFGEN 1.7 41.09999999977299 18.421554010993532 3905.1274 4124.0802 95.42813652690073 3905.1274 4533.734 195.77821950515283 4533.734 5182.3524 68.13057591458947 5182.3524 5620.2582 18.7148614354071 5620.2582 5854.5142 140.72947204706838 5854.5142 6281.8254 217.6836676070196 7877.5208 8617.2295 2007on "" "" "" +OBSERVED "" 47.960000000108266 -0.053918903731793526 3975.4943 4000.0868 281.563439340307 3975.4943 4636.7597 327.89433268862985 4636.7597 5505.6952 16.229974167049125 5298.0251 5505.6952 92.32664239440237 5552.1477 5833.5954 "" "" "" "" "" "" 2007on 115.334402520695 3707.7092 3975.4943 +CMFGEN 1.04 47.960000000108266 -2.0130113577471453 3934.5068 4000.0868 138.75307113260956 3934.5068 4554.7846 243.29424560744573 4554.7846 5199.655 12.5789657185216 5199.655 5500.2302 71.2508189238451 5552.1477 5860.9204 "" "" "" "" "" "" 2007on 118.31452532714138 3650.3266 3934.5068 +CMFGEN 1.02 47.960000000108266 38.06656060797316 3920.8443 4147.6419 187.742748812189 3920.8443 4598.5047 253.34236376888884 4598.5047 5224.2475 7.823648452878666 5224.2475 5500.2302 30.057215025877618 5606.7977 5863.6529 "" "" "" "" "" "" 2007on 117.05752094629793 3590.2116 3920.8443 +CMFGEN 1.4 47.960000000108266 45.363061028943555 3918.1118 4147.6419 197.2272222199431 3918.1118 4579.3772 257.1236895272874 4579.3772 5226.98 59.40961896877248 5226.98 5614.9952 31.073260250641482 5614.9952 5871.8504 "" "" "" "" "" "" 2007on 102.56038722566755 3642.1291 3918.1118 +CMFGEN 1.7 47.960000000108266 30.050615359646365 3920.8443 4147.6419 154.54136758372005 3920.8443 4568.4472 245.91051683907864 4568.4472 5210.585 11.954400519794937 5210.585 5500.2302 60.5063886249033 5552.1477 5866.3854 "" "" "" "" "" "" 2007on 107.28078043225837 3644.8616 3920.8443 +OBSERVED "" 47.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" 91.89317122382378 5556.2834 5822.818 194.7244438900056 5822.818 6491.1435 558.5878768082384 7545.3476 8659.2235 2007on "" "" "" +CMFGEN 1.04 47.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" 70.75402334613489 5552.3053 5862.5993 99.66953379780381 5862.5993 6232.5652 201.38284436763132 7875.5322 8702.9829 2007on "" "" "" +CMFGEN 1.02 47.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" 30.083237700610923 5607.9991 5862.5993 177.68792461558513 5862.5993 6371.7997 294.99376360698227 7887.4666 8675.136 2007on "" "" "" +CMFGEN 1.4 47.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" 31.05692339891437 5615.9553 5870.5555 172.3290682729211 5870.5555 6367.8216 294.7750982668389 7875.5322 8671.1579 2007on "" "" "" +CMFGEN 1.7 47.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" 60.455389864669655 5552.3053 5866.5774 139.66741404375045 5866.5774 6268.3684 241.95380454062533 7923.2698 8699.0048 2007on "" "" "" +OBSERVED "" 49.90000000005239 "" "" "" "" "" "" 321.8332861259298 4648.1227 5503.6577 20.041752882595446 5298.8113 5503.6577 98.2665382172505 5551.8568 5832.0144 206.31063354400158 5832.0144 6476.6781 497.8802886228109 7663.5823 8708.9014 2007on "" "" "" +CMFGEN 1.04 49.90000000005239 "" "" "" "" "" "" 243.93642887019166 4569.7991 5205.4254 9.005005116404279 5205.4254 5500.6452 78.40831272292698 5551.8568 5859.1264 89.22198810882054 5859.1264 6229.6574 222.94800229170517 7853.3664 8702.8765 2007on "" "" "" +CMFGEN 1.02 49.90000000005239 "" "" "" "" "" "" 265.1296202797748 4608.9609 5238.5623 -0.42364890036497993 5238.5623 5500.6452 43.510096369920745 5551.8568 5865.1513 181.88531574964742 5865.1513 6380.2798 312.0666618214059 7880.4785 8681.7894 2007on "" "" "" +CMFGEN 1.4 49.90000000005239 "" "" "" "" "" "" 270.6123341923537 4599.9235 5238.5623 44.68228854525911 5238.5623 5618.1307 32.25813155853419 5618.1307 5868.1638 176.3539316217075 5868.1638 6374.2549 305.2010166359215 7880.4785 8678.7769 2007on "" "" "" +CMFGEN 1.7 49.90000000005239 "" "" "" "" "" "" 252.96160440288304 4575.824 5217.4752 8.704898298325181 5217.4752 5500.6452 72.07371048861476 5551.8568 5868.1638 136.39318911093002 5868.1638 6262.7943 249.02412103567744 7922.6527 8711.9139 2007on "" "" "" +OBSERVED "" 54.90000000005239 0.36068100314045654 3981.0194 4008.1189 283.01348912358844 3981.0194 4643.4528 314.21883320155314 4643.4528 5495.583 10.22099144986007 5296.8529 5507.6272 101.99568794315817 5558.8152 5832.8218 195.65261490008385 5832.8218 6477.1888 473.05044565463186 7657.5246 8651.1746 2007on 122.99777244360848 3694.9686 3981.0194 +CMFGEN 1.04 54.90000000005239 -1.6052388837775253 3947.8977 4002.0968 177.61298242727335 3947.8977 4592.2647 239.01123022367756 4592.2647 5203.5101 -0.3377005087531584 5203.5101 5501.6051 90.34057456548128 5552.7931 5853.8992 59.06935662005389 5853.8992 6218.2375 270.0041507300564 7838.1882 8705.3737 2007on 118.66867888785056 3661.8469 3947.8977 +CMFGEN 1.02 54.90000000005239 -2.8474509890789546 3935.8535 4002.0968 262.3935068073456 3935.8535 4622.3753 290.13752647392323 4622.3753 5287.8198 -4.120413491409192 5287.8198 5501.6051 65.84840909775825 5552.7931 5865.9434 189.0674287778607 5865.9434 6404.9233 494.62622016715443 7506.9715 8690.3184 2007on 89.47495077381703 3661.8469 3935.8535 +CMFGEN 1.4 54.90000000005239 -3.5088241459040677 3923.8092 4002.0968 284.0744084925542 3923.8092 4619.3643 305.14253843011977 4619.3643 5284.8087 -0.7348454930144995 5284.8087 5501.6051 44.188013390419684 5552.7931 5871.9655 185.24821253357834 5871.9655 6401.9122 429.97667713837075 7621.3919 8687.3074 2007on 83.31859064956453 3655.8248 3923.8092 +CMFGEN 1.7 54.90000000005239 32.70693002706321 3935.8535 4149.6388 194.72504001833232 3935.8535 4598.2868 265.2761552116484 4598.2868 5227.5985 2.1752365733926715 5227.5985 5501.6051 99.03207766392859 5552.7931 5868.9545 121.14811123427376 5868.9545 6248.3481 272.85706558760376 7880.3431 8744.5175 2007on 104.0304702592802 3661.8469 3935.8535 +OBSERVED "" 71.94000000008964 "" "" "" "" "" "" "" "" "" "" "" "" 119.47259377487227 5553.3983 5843.0828 176.05317248471812 5843.0828 6474.0396 400.2097878695747 7549.4439 8628.8164 2007on "" "" "" +CMFGEN 1.04 71.94000000008964 "" "" "" "" "" "" "" "" "" "" "" "" 121.10477823965039 5553.3983 5858.9559 39.81410110473439 5858.9559 6200.2281 373.21137861648106 7847.065 8712.1503 2007on "" "" "" +CMFGEN 1.02 71.94000000008964 "" "" "" "" "" "" "" "" "" "" "" "" 91.90332347729348 5553.3983 5847.0511 171.19515227666326 5847.0511 6470.0713 498.0963390111194 7704.2068 8700.2455 2007on "" "" "" +CMFGEN 1.4 71.94000000008964 "" "" "" "" "" "" "" "" "" "" "" "" 70.99443378690991 5553.3983 5843.0828 195.70026401304932 5843.0828 6466.103 492.0382073435546 7700.2385 8696.2772 2007on "" "" "" +CMFGEN 1.7 71.94000000008964 "" "" "" "" "" "" "" "" "" "" "" "" 146.53897389528277 5553.3983 5882.7656 60.33934625123183 5882.7656 6200.2281 343.7928808080952 7866.9064 8779.6111 2007on "" "" "" +OBSERVED "" 71.9299999998475 -0.026929332971098414 3989.1568 4000.0868 274.4974152712799 3989.1568 4639.4922 251.82891106991445 4639.4922 5339.0126 -0.06592016600967682 5292.5601 5502.9627 123.22974679491786 5552.1477 5841.7929 "" "" "" "" "" "" 2007on 122.24885451828204 3713.1742 3989.1568 +CMFGEN 1.04 71.9299999998475 -0.7118990907634748 3961.8318 4000.0868 256.4912184001409 3961.8318 4644.9572 230.7752207813587 4644.9572 5205.12 4.377483307298667 5205.12 5535.7527 122.0731714551977 5552.1477 5858.1879 "" "" "" "" "" "" 2007on 126.57166477543747 3658.5241 3961.8318 +CMFGEN 1.02 71.9299999998475 -1.5818388827739733 3953.6343 4000.0868 278.10371070131924 3953.6343 4631.2947 287.67249976302355 4631.2947 5314.4201 -0.8302339451110421 5298.0251 5513.8927 92.19668281407476 5552.1477 5849.9904 "" "" "" "" "" "" 2007on 100.09193060092815 3696.7792 3953.6343 +CMFGEN 1.4 71.9299999998475 -1.8771743563705217 3948.1693 4000.0868 291.8981633001572 3948.1693 4631.2947 292.28031260586215 4631.2947 5311.6876 5.547838903262568 5298.0251 5508.4277 71.45539003199812 5552.1477 5841.7929 "" "" "" "" "" "" 2007on 95.25450294808607 3688.5817 3948.1693 +CMFGEN 1.7 71.9299999998475 -1.1858187208825794 3956.3668 4000.0868 263.00894282891016 3956.3668 4628.5622 275.432298831045 4628.5622 5248.84 -2.5370118629745684 5248.84 5500.2302 147.55541782421602 5552.1477 5882.7804 "" "" "" "" "" "" 2007on 111.80428902917693 3691.3142 3956.3668 +OBSERVED "" 76.98000000012689 0.9574543214588733 3975.1303 4008.2511 279.94466675268643 3975.1303 4622.4913 259.20926635328817 4622.4913 5336.0939 5.285886039631414 5296.9511 5510.7308 124.20431442778577 5555.8955 5820.8618 191.51940289414847 5820.8618 6450.1569 559.209163915112 7699.7141 8780.6564 2007on 132.05045837611814 3728.2299 3975.1303 +CMFGEN 1.04 76.98000000012689 -0.7370484870430646 3963.0864 4002.2292 275.2951902557212 3963.0864 4649.5901 229.1300550201242 4649.5901 5203.6107 8.380871619664745 5203.6107 5534.8186 127.91739188734303 5552.8845 5860.0046 41.690235945685224 5860.0046 6200.2455 389.6311349477478 7853.2742 8717.4258 2007on 131.5618546397882 3655.9663 3963.0864 +CMFGEN 1.02 76.98000000012689 -1.7269265277124037 3954.0535 4002.2292 284.02114212672075 3954.0535 4634.5352 289.9092954745512 4634.5352 5315.017 3.07210195956102 5299.9621 5522.7747 100.69824809233936 5552.8845 5850.9716 163.08306293641792 5850.9716 6477.2557 504.1129370170023 7705.7361 8702.3709 2007on 101.60180530949641 3704.142 3954.0535 +CMFGEN 1.4 76.98000000012689 -1.8180416634285796 3951.0425 4002.2292 297.5140424081322 3951.0425 4634.5352 296.407089171512 4634.5352 5315.017 5.587586857697033 5299.9621 5516.7527 80.7896419174411 5552.8845 5847.9607 190.22747553309466 5847.9607 6471.2338 502.4612435407719 7702.7251 8696.3489 2007on 98.5627768864543 3695.1091 3951.0425 +CMFGEN 1.7 76.98000000012689 -1.254479931154212 3957.0645 4002.2292 279.8471629912295 3957.0645 4634.5352 273.2121275298414 4634.5352 5248.7754 -0.970850502473567 5248.7754 5501.6978 151.8306673082806 5552.8845 5884.0924 58.86823619847693 5884.0924 6200.2455 371.0542983309093 7862.3071 8786.6783 2007on 115.13069390201701 3692.0981 3957.0645 +OBSERVED "" 88.9299999998475 "" "" "" "" "" "" 262.9170151365354 4647.2688 5326.9467 5.175636251003167 5297.252 5501.8153 129.34272866632483 5551.3064 5864.7501 218.4918214978539 5864.7501 6498.2364 391.1699623028069 7854.2929 8672.546 2007on "" "" "" +CMFGEN 1.04 88.9299999998475 "" "" "" "" "" "" 230.0940035529581 4660.4664 5204.8686 21.822025086915673 5204.8686 5534.8094 140.27675741984604 5551.3064 5868.0495 47.528839148728906 5868.0495 6201.2897 424.92222510744864 7864.1911 8725.3365 2007on "" "" "" +CMFGEN 1.02 88.9299999998475 "" "" "" "" "" "" 285.1912864998551 4640.6699 5300.5515 10.065789612943622 5297.252 5531.51 117.62746757287594 5551.3064 5858.1513 64.86569263210612 5858.1513 6217.7867 511.79940210311474 7705.8196 8705.54 2007on "" "" "" +CMFGEN 1.4 88.9299999998475 "" "" "" "" "" "" 303.0170362984279 4637.3705 5317.0485 4.475478494130552 5297.252 5521.6118 100.71288218635402 5551.3064 5851.5525 168.37255469658137 5851.5525 6481.7394 518.4513290951345 7702.5202 8702.2406 2007on "" "" "" +CMFGEN 1.7 88.9299999998475 "" "" "" "" "" "" 265.0529722859625 4640.6699 5237.8627 4.317255279930022 5237.8627 5501.8153 162.74160367312174 5551.3064 5884.5466 60.941199462786074 5884.5466 6201.2897 433.65221027652194 7860.8917 8807.8217 2007on "" "" "" +OBSERVED "" 100.90000000005239 1.5823688511749907 3985.5595 4017.9445 232.29025389830826 3985.5595 4627.187 247.32203601375352 4627.187 5303.2235 0.8004427300382524 5293.1032 5501.5815 132.2916844405933 5556.2312 5841.6239 216.07581445750952 5841.6239 6499.4438 454.0853178801573 7857.5891 8865.5717 2007on "" "" "" +CMFGEN 1.04 100.90000000005239 -0.35768357896389574 3971.391 4001.752 347.79182537522394 3971.391 4669.6923 234.04983504227388 4669.6923 5208.0926 30.118682417057265 5208.0926 5529.9184 151.85729445865212 5550.159 5869.9607 49.61323354466126 5869.9607 6201.9068 453.55747406015576 7867.7094 8734.0077 2007on "" "" "" +CMFGEN 1.02 100.90000000005239 -0.7046000693101193 3963.2948 4001.752 315.26033786106234 3963.2948 4645.4035 273.6222079849911 4645.4035 5287.031 14.701294129199955 5287.031 5529.9184 131.1023070108206 5550.159 5863.8885 68.85559183657436 5863.8885 6222.1474 513.6033817164043 7705.7845 8707.6949 2007on "" "" "" +CMFGEN 1.4 100.90000000005239 -0.678707024398669 3961.2707 4001.752 317.0800331547397 3961.2707 4643.3795 304.8572629499786 4643.3795 5319.416 6.8517509974982564 5299.1754 5523.8462 115.56360865362464 5550.159 5859.8404 72.40493599322872 5859.8404 6220.1234 526.4453350313481 7703.7604 8701.6227 2007on "" "" "" +CMFGEN 1.7 100.90000000005239 -0.44344489913755936 3965.3189 4001.752 356.266223096345 3965.3189 4669.6923 267.70478595105817 4669.6923 5240.4776 18.774824370053643 5240.4776 5501.5815 170.67029806424827 5550.159 5884.1291 63.98181766486658 5884.1291 6201.9068 484.57523537989914 7867.7094 8821.0424 2007on "" "" "" +OBSERVED "" 54539.29000000004 "" "" "" "" "" "" "" "" "" "" "" "" 128.4318924821114 5552.1472 5908.7667 225.07695299056996 5908.7667 6522.9449 612.1850724563974 7505.63 8765.6859 2007sr "" "" "" +CMFGEN 1.04 54539.29000000004 "" "" "" "" "" "" "" "" "" "" "" "" 149.4130929138758 5552.1472 5936.5038 273.16958416950854 5936.5038 6518.9825 488.1661249265462 7862.2496 8896.4464 2007sr "" "" "" +CMFGEN 1.02 54539.29000000004 "" "" "" "" "" "" "" "" "" "" "" "" 171.5172228716729 5552.1472 5873.1048 229.68770338823123 5873.1048 6515.0201 588.8302951842699 7850.3623 8896.4464 2007sr "" "" "" +CMFGEN 1.4 54539.29000000004 "" "" "" "" "" "" "" "" "" "" "" "" 171.86570451030374 5552.1472 5873.1048 212.20515324275732 5873.1048 6511.0576 578.2457224253603 7854.3247 8896.4464 2007sr "" "" "" +CMFGEN 1.7 54539.29000000004 "" "" "" "" "" "" "" "" "" "" "" "" 176.1635758952922 5552.1472 5884.9921 311.1173459276698 5884.9921 6550.682 648.6297654671359 7862.2496 8872.6718 2007sr "" "" "" +OBSERVED "" 54539.27000000002 0.36276464100636974 3978.9698 4000.4971 287.60268492043565 3978.9698 4651.6975 293.2508578237338 4651.6975 5378.2433 -6.2606664198743625 5294.8251 5547.7707 "" "" "" "" "" "" "" "" "" 2007sr 120.47261415964245 3669.5151 3978.9698 +CMFGEN 1.04 54539.27000000002 -5.974998273927792e-16 3997.8062 4000.4971 464.21598221289685 3997.8062 4694.752 112.07946766273365 4694.752 5052.6432 30.6899696517359 5235.6251 5502.0252 "" "" "" "" "" "" "" "" "" 2007sr 285.38682971556176 3502.6786 3997.8062 +CMFGEN 1.02 54539.27000000002 5.974998273927792e-16 3997.8062 4000.4971 449.5861562059561 3997.8062 4686.6793 236.17108241347037 4686.6793 5230.2433 37.2974547877387 5230.2433 5502.0252 "" "" "" "" "" "" "" "" "" 2007sr 166.20105844260607 3682.9696 3997.8062 +CMFGEN 1.4 54539.27000000002 0.18591284833951194 3997.8062 4035.4789 387.90111416234936 4035.4789 4681.2975 241.9953410907599 4681.2975 5224.8614 36.37182138545358 5224.8614 5502.0252 "" "" "" "" "" "" "" "" "" 2007sr 164.798513339463 3685.6605 4035.4789 +CMFGEN 1.7 54539.27000000002 -0.003646289833270885 3992.4243 4000.4971 494.96139675230876 3992.4243 4683.9884 120.61134159354232 4683.9884 5052.6432 46.85861763833223 5251.7705 5502.0252 "" "" "" "" "" "" "" "" "" 2007sr 304.1272637995336 3502.6786 3992.4243 +OBSERVED "" 54544.18000000017 0.6875761570347652 3980.7469 4003.7247 289.57357378342556 3980.7469 4654.3474 290.82727281924133 4654.3474 5340.186 -4.768680381956539 5297.727 5546.7369 136.69437145172625 5553.2306 5894.9011 233.37528657669304 5894.9011 6531.787 673.6815027912389 7500.6028 8798.6012 2007sr 125.37726773568878 3661.8044 3980.7469 +CMFGEN 1.04 54544.18000000017 -1.2309693701950912e-05 3998.7295 4000.2281 463.7529168739135 3998.7295 4694.8083 112.10431972058255 4694.8083 5050.2156 28.767141332567693 5235.7867 5500.0319 151.44550071726633 5550.2335 5936.8607 273.17506714913213 5936.8607 6518.5498 490.0963673149653 7859.5067 8899.7537 2007sr 286.8431511507483 3500.2102 3998.7295 +CMFGEN 1.02 54544.18000000017 -0.0003899358229748688 3997.231 4000.2281 449.6756286582778 3997.231 4688.0648 236.6768929422468 4688.0648 5230.7915 35.95406151283202 5230.7915 5500.0319 173.34994241249314 5550.2335 5872.6726 229.5744886654557 5872.6726 6514.0541 591.1824833917954 7850.7652 8899.7537 2007sr 227.90870633814916 3500.2102 3997.231 +CMFGEN 1.4 54544.18000000017 0.1334666919682774 3999.9783 4034.9446 388.14240871267043 4034.9446 4681.8209 242.41800226935854 4681.8209 5226.0461 35.577481628059466 5226.0461 5500.0319 173.61935540532988 5550.2335 5872.9223 212.30845261476998 5872.9223 6512.3058 581.2876662194242 7855.2608 8899.7537 2007sr 164.80028616005117 3686.5306 4034.9446 +CMFGEN 1.7 54544.18000000017 -0.002380872708551982 3992.9851 4000.2281 494.8831425821786 3992.9851 4683.0697 120.93355809144951 4683.0697 5050.2156 44.39527653360744 5251.022 5500.0319 177.865611475544 5550.2335 5885.4103 311.29029401227376 5885.4103 6551.518 649.037094611592 7861.5048 8871.0314 2007sr 305.91082796631315 3500.2102 3992.9851 +OBSERVED "" 54545.27000000002 0.772654091507102 3964.2815 4001.9473 297.9193339084711 3964.2815 4652.1767 288.38817952881647 4652.1767 5348.0016 -5.4369997032533846 5298.4414 5550.2071 135.17598064203398 5550.2071 5905.058 234.66121177933908 5905.058 6531.4986 582.7350210912599 7510.8076 8795.4073 2007sr "" "" "" +CMFGEN 1.04 54545.27000000002 -0.0003966652670431313 3997.9824 4001.9473 464.32141981598795 3997.9824 4693.8073 111.83457535945344 4693.8073 5050.6406 28.818103064594816 5235.0044 5500.6469 151.49342043481752 5550.2071 5936.7765 273.10210930263753 5936.7765 6517.6217 489.40617938913306 7859.7112 8898.4925 2007sr "" "" "" +CMFGEN 1.02 54545.27000000002 -0.0011702346541526084 3997.9824 4001.9473 449.2206044640186 3997.9824 4687.8601 236.70702363835048 4687.8601 5231.0396 36.63247760901901 5231.0396 5500.6469 173.24703417848622 5550.2071 5873.3394 229.5896829520429 5873.3394 6513.6569 590.0978473902921 7851.7816 8898.4925 2007sr "" "" "" +CMFGEN 1.4 54545.27000000002 0.10518172287581896 3999.9648 4035.6482 387.63458061529576 4035.6482 4681.9129 242.1828908370184 4681.9129 5225.0924 35.46616879762939 5225.0924 5500.6469 173.58439181342888 5550.2071 5873.3394 212.2787563014571 5873.3394 6511.6745 580.0688034783104 7855.7464 8898.4925 2007sr "" "" "" +CMFGEN 1.7 54545.27000000002 -0.005905636634178275 3994.0176 4001.9473 494.2059301887773 3994.0176 4683.8953 121.04168471043025 4683.8953 5050.6406 44.91753390366012 5250.8637 5500.6469 177.93453651156787 5550.2071 5885.2339 311.24682975843785 5885.2339 6551.3226 648.7602977326983 7861.6936 8872.7212 2007sr "" "" "" +OBSERVED "" 54563.299999999814 1.9498245164799057 3963.8157 4003.1386 300.3012600900346 3963.8157 4662.5543 270.4396807224291 4662.5543 5328.0197 0.8002626241702651 5291.7216 5548.8333 143.5370890586359 5551.8581 5905.7647 240.78738397458847 5905.7647 6531.9072 626.5586107792906 7502.8817 8785.415 2007sr "" "" "" +CMFGEN 1.04 54563.299999999814 0.0 3997.089 4000.1138 464.3115517671995 3997.089 4695.8276 112.33992892232942 4695.8276 5052.7591 28.02781964386442 5234.2496 5500.4358 149.88293006146827 5551.8581 5936.0131 273.1526832879286 5936.0131 6519.8078 488.78474168653406 7859.8131 8897.3342 2007sr "" "" "" +CMFGEN 1.02 54563.299999999814 6.71640520977266e-16 3997.089 4000.1138 450.04833646474685 3997.089 4686.7531 236.48871704236228 4686.7531 5231.2248 36.55515408032662 5231.2248 5500.4358 171.90223780266624 5551.8581 5872.4914 229.52917640898036 5872.4914 6513.7581 589.414825192494 7850.7386 8897.3342 2007sr "" "" "" +CMFGEN 1.4 54563.299999999814 0.17398804225950648 3997.089 4036.4119 387.41646517556774 4036.4119 4680.7034 241.9534694499009 4680.7034 5225.1751 35.35025478953331 5225.1751 5500.4358 172.2087366160191 5551.8581 5872.4914 212.12888787881286 5872.4914 6510.7333 578.8239980366297 7856.7883 8897.3342 2007sr "" "" "" +CMFGEN 1.7 54563.299999999814 -0.0006110150528195254 3994.0641 4000.1138 494.21390451162983 3994.0641 4683.7283 120.53285171312763 4683.7283 5052.7591 43.41164349728851 5249.3738 5500.4358 176.55446101111693 5551.8581 5884.5908 310.9253245157103 5884.5908 6550.0562 648.3947707230393 7862.838 8873.1354 2007sr "" "" "" +OBSERVED "" 54568.12000000011 0.04947367836639334 3991.0393 4000.1138 292.7448727417557 3991.0393 4662.5543 269.05840806225405 4662.5543 5328.0197 2.0884929874091847 5294.7465 5548.8333 144.44577340796647 5551.8581 5914.8392 239.83651953913756 5914.8392 6525.8575 627.1242310565781 7505.9065 8800.5392 2007sr "" "" "" +CMFGEN 1.04 54568.12000000011 0.0 3997.089 4000.1138 464.3115517671995 3997.089 4695.8276 112.33992892232942 4695.8276 5052.7591 28.02781964386442 5234.2496 5500.4358 149.88293006146827 5551.8581 5936.0131 273.1526832879286 5936.0131 6519.8078 488.78474168653406 7859.8131 8897.3342 2007sr "" "" "" +CMFGEN 1.02 54568.12000000011 6.71640520977266e-16 3997.089 4000.1138 450.04833646474685 3997.089 4686.7531 236.48871704236228 4686.7531 5231.2248 36.55515408032662 5231.2248 5500.4358 171.90223780266624 5551.8581 5872.4914 229.52917640898036 5872.4914 6513.7581 589.414825192494 7850.7386 8897.3342 2007sr "" "" "" +CMFGEN 1.4 54568.12000000011 0.17398804225950648 3997.089 4036.4119 387.41646517556774 4036.4119 4680.7034 241.9534694499009 4680.7034 5225.1751 35.35025478953331 5225.1751 5500.4358 172.2087366160191 5551.8581 5872.4914 212.12888787881286 5872.4914 6510.7333 578.8239980366297 7856.7883 8897.3342 2007sr "" "" "" +CMFGEN 1.7 54568.12000000011 -0.0006110150528195254 3994.0641 4000.1138 494.21390451162983 3994.0641 4683.7283 120.53285171312763 4683.7283 5052.7591 43.41164349728851 5249.3738 5500.4358 176.55446101111693 5551.8581 5884.5908 310.9253245157103 5884.5908 6550.0562 648.3947707230393 7862.838 8873.1354 2007sr "" "" "" +OBSERVED "" 54582.14000000013 0.5622765448085367 3983.3068 4003.1269 293.95700357470747 3983.3068 4667.0992 259.80926737209336 4667.0992 5307.2875 -12.00051426277787 5299.3595 5503.5062 149.79037235506382 5551.0744 5905.8536 244.36818892843493 5905.8536 6522.2578 596.5209115617397 7501.3692 8781.7458 2007sr "" "" "" +CMFGEN 1.04 54582.14000000013 0.0 3999.1629 4001.1449 463.52454685882196 3999.1629 4694.8473 112.11197114578401 4694.8473 5051.6086 30.39813951587207 5235.9352 5501.5242 150.27599316259634 5551.0744 5937.5657 273.1828910848884 5937.5657 6518.2938 489.4696633778821 7860.1125 8898.6842 2007sr "" "" "" +CMFGEN 1.02 54582.14000000013 -0.000844362938071142 3997.1809 4001.1449 449.4694241794667 3997.1809 4688.9013 236.57115920069424 4688.9013 5229.9892 36.70366716029856 5229.9892 5501.5242 172.66881615064526 5551.0744 5872.1595 229.5393320138706 5872.1595 6514.3298 590.2068607305464 7852.1845 8898.6842 2007sr "" "" "" +CMFGEN 1.4 54582.14000000013 0.16325428713356693 3999.1629 4034.839 387.8842201871813 4034.839 4682.9553 242.6094540016158 4682.9553 5226.0252 36.68856287084882 5226.0252 5501.5242 172.43473259749308 5551.0744 5876.1235 212.51364568377738 5876.1235 6512.3477 580.1863831871983 7856.1485 8898.6842 2007sr "" "" "" +CMFGEN 1.7 54582.14000000013 -0.0036902875021435325 3993.2169 4001.1449 494.788147013599 3993.2169 4682.9553 120.60404435940893 4682.9553 5051.6086 46.3572843804099 5251.7913 5501.5242 176.87822092858545 5551.0744 5886.0335 311.3914948139279 5886.0335 6551.9879 648.9100724510677 7862.0945 8870.9361 2007sr "" "" "" +OBSERVED "" 54461.33999999985 47.56129176275232 3923.1831 4138.7687 256.6144996153642 3923.1831 4577.0082 291.36344560408156 4577.0082 5242.6139 6.391140393866909 5242.6139 5501.7878 70.43361419954495 5550.0884 5884.6584 155.79397698887124 5884.6584 6386.5133 282.2106052847813 7917.5311 8737.8073 2007sr "" "" "" +CMFGEN 1.04 54461.33999999985 -5.1677795113446356e-05 3998.5792 4000.9353 463.82514828807746 3998.5792 4694.8145 112.11052369210492 4694.8145 5050.5896 29.18459258915286 5235.5455 5500.6098 151.7105365614716 5550.0884 5936.4932 273.14578251265596 5936.4932 6518.4564 489.5070540708663 7859.9679 8898.7227 2007sr "" "" "" +CMFGEN 1.02 54461.33999999985 -0.0007386455948747617 3997.4011 4000.9353 449.6360649995024 3997.4011 4687.7462 236.61876974380337 4687.7462 5230.8333 36.47599836332519 5230.8333 5500.6098 173.44340603401122 5550.0884 5872.8777 229.56131755631978 5872.8777 6513.7441 590.3707419685184 7850.8101 8898.7227 2007sr "" "" "" +CMFGEN 1.4 54461.33999999985 0.13353571701790834 3999.7572 4035.0991 388.026653438091 4035.0991 4681.8558 242.44286203799845 4681.8558 5226.121 36.0533236820287 5226.121 5500.6098 173.7537014982791 5550.0884 5872.8777 212.32214486567773 5872.8777 6512.5661 580.3778822595566 7854.7348 8898.7227 2007sr "" "" "" +CMFGEN 1.7 54461.33999999985 -0.004743457327360237 3992.6889 4000.9353 495.0311841252671 3992.6889 4683.0339 120.84806033396153 4683.0339 5050.5896 44.88550524557423 5250.8604 5500.6098 177.8694951821963 5550.0884 5885.8364 311.3207659568386 5885.8364 6551.4422 649.0498845850417 7861.2761 8871.2494 2007sr "" "" "" +OBSERVED "" 54468.35000000009 -1.5907818971000331 3941.2231 4001.399 315.92358808481794 3941.2231 4605.8928 342.72511187399823 4605.8928 5407.3259 -6.103658894199978 5284.2389 5500.3249 88.70337937408539 5555.0303 5880.527 "" "" "" "" "" "" 2007sr 91.12117908699126 3664.9612 3941.2231 +CMFGEN 1.04 54468.35000000009 -6.073586078513992e-16 3998.6637 4001.399 464.05687104825597 3998.6637 4693.4214 111.71412302372906 4693.4214 5051.7413 28.476161258811867 5235.0041 5500.3249 148.77860015232554 5552.295 5937.9676 "" "" "" "" "" "" 2007sr 286.43514596193415 3500.8452 3998.6637 +CMFGEN 1.02 54468.35000000009 -0.0019926538519953628 3995.9284 4001.399 450.55560710363727 3995.9284 4687.9508 236.25951260881948 4687.9508 5229.5336 35.36458809298454 5229.5336 5500.3249 171.5397683256522 5552.295 5872.3212 "" "" "" "" "" "" 2007sr 227.34518027231604 3500.8452 3995.9284 +CMFGEN 1.4 54468.35000000009 0.20528141025196164 3998.6637 4034.2222 388.443935889465 4034.2222 4682.4803 242.01952648537087 4682.4803 5224.063 34.609490590243915 5224.063 5500.3249 171.84424921738204 5552.295 5872.3212 "" "" "" "" "" "" 2007sr 164.83007843835819 3686.8433 4034.2222 +CMFGEN 1.7 54468.35000000009 -0.00449342309404191 3993.1932 4001.399 494.87673687580445 3993.1932 4682.4803 120.44841547467962 4682.4803 5051.7413 44.91236078450604 5251.4157 5500.3249 175.73636568471693 5552.295 5885.9975 "" "" "" "" "" "" 2007sr 305.39265562520654 3500.8452 3993.1932 +OBSERVED "" 54468.35999999987 "" "" "" "" "" "" "" "" "" "" "" "" 88.26069234149762 5553.9411 5880.4777 187.81835396585484 5880.4777 6497.7115 608.1550971086759 7552.9822 8787.4498 2007sr "" "" "" +CMFGEN 1.04 54468.35999999987 "" "" "" "" "" "" "" "" "" "" "" "" 147.4954907168966 5553.9411 5936.2278 273.06584254426247 5936.2278 6517.6223 489.65273629591627 7859.608 8898.9501 2007sr "" "" "" +CMFGEN 1.02 54468.35999999987 "" "" "" "" "" "" "" "" "" "" "" "" 170.0037479244216 5553.9411 5872.5134 229.51843599719535 5872.5134 6513.6401 590.4442383566752 7851.6437 8898.9501 2007sr "" "" "" +CMFGEN 1.4 54468.35999999987 "" "" "" "" "" "" "" "" "" "" "" "" 170.32982451746665 5553.9411 5872.5134 212.3148192219608 5872.5134 6513.6401 580.492880953588 7855.6258 8898.9501 2007sr "" "" "" +CMFGEN 1.7 54468.35999999987 "" "" "" "" "" "" "" "" "" "" "" "" 174.62694772471477 5553.9411 5884.4598 310.7633719472394 5884.4598 6549.4795 648.4853402476477 7863.5901 8871.075 2007sr "" "" "" +OBSERVED "" 54470.31999999983 "" "" "" "" "" "" 360.5919465109664 4610.4048 5412.1763 -3.6796910844111674 5294.6234 5508.63 89.95369461493607 5550.8285 5882.3882 210.10945276618364 5882.3882 6518.3799 485.09786018563875 7672.8103 8757.9146 2007sr "" "" "" +CMFGEN 1.04 54470.31999999983 "" "" "" "" "" "" 112.1072759054014 4694.8018 5050.4749 30.337284417254825 5234.3398 5502.6017 150.83896707536522 5550.8285 5936.6434 273.1496371326746 5936.6434 6518.3799 489.98964884018517 7859.6894 8899.581 2007sr "" "" "" +CMFGEN 1.02 54470.31999999983 "" "" "" "" "" "" 236.9582862814243 4688.7734 5231.3256 38.47626741143848 5231.3256 5502.6017 172.67082528470993 5550.8285 5873.3457 229.72266700485966 5873.3457 6515.3657 591.0527392105057 7850.6469 8899.581 2007sr "" "" "" +CMFGEN 1.4 54470.31999999983 "" "" "" "" "" "" 242.38528648816015 4682.7451 5225.2973 37.05958951500773 5225.2973 5502.6017 173.01762043324473 5550.8285 5873.3457 212.33595433384636 5873.3457 6512.3515 580.9284729345275 7856.6752 8899.581 2007sr "" "" "" +CMFGEN 1.7 54470.31999999983 "" "" "" "" "" "" 120.79610775749885 4682.7451 5050.4749 45.72362009871603 5249.4107 5502.6017 177.29170418160209 5550.8285 5885.4024 311.29078016304913 5885.4024 6551.5359 648.5316547276536 7862.7036 8872.4534 2007sr "" "" "" +OBSERVED "" 54482.37000000011 "" "" "" "" "" "" 446.8872685229703 4605.7326 5547.0152 18.88116192495883 5299.3092 5550.3179 49.90834464878637 5550.3179 5831.0513 244.30908393535992 5831.0513 6531.2335 451.91777275948573 7756.5522 8658.2019 2007sr "" "" "" +CMFGEN 1.04 54482.37000000011 "" "" "" "" "" "" 112.12897739644912 4694.9067 5051.6033 30.032657072417653 5236.557 5500.7767 151.37135557172078 5550.3179 5936.7392 273.1314865484811 5936.7392 6518.0225 489.8516813823951 7858.9374 8899.3023 2007sr "" "" "" +CMFGEN 1.02 54482.37000000011 "" "" "" "" "" "" 236.45622758762244 4688.3012 5229.9516 36.02328534978732 5229.9516 5500.7767 173.00607699638476 5550.3179 5873.987 229.71088684434744 5873.987 6514.7197 590.6674074332086 7852.3319 8899.3023 2007sr "" "" "" +CMFGEN 1.4 54482.37000000011 "" "" "" "" "" "" 242.5298955872094 4681.6957 5226.6488 36.45390810200817 5226.6488 5500.7767 173.38630148065712 5550.3179 5873.987 212.27950973355587 5873.987 6511.417 580.8213127336994 7855.6346 8899.3023 2007sr "" "" "" +CMFGEN 1.7 54482.37000000011 "" "" "" "" "" "" 120.23457435952444 4681.6957 5051.6033 44.13780095348616 5249.768 5500.7767 177.2108566041383 5550.3179 5887.198 311.3882027146825 5887.198 6551.05 648.6018582744102 7862.2401 8872.8804 2007sr "" "" "" +OBSERVED "" 54482.35000000009 -1.2263388141226066 3954.019 4000.0133 293.7674091480278 3954.019 4618.8461 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007sr 94.74321636762036 3675.9624 3954.019 +CMFGEN 1.04 54482.35000000009 -4.642064510562693e-16 3997.9227 4000.0133 464.29157477693013 3997.9227 4694.1096 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007sr 286.9203977080752 3500.3477 3997.9227 +CMFGEN 1.02 54482.35000000009 0.0 3997.9227 4000.0133 449.2649517550569 3997.9227 4687.8376 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007sr 227.69232367543842 3500.3477 3997.9227 +CMFGEN 1.4 54482.35000000009 0.1784133091515201 3997.9227 4035.5544 387.78920214162815 4035.5544 4681.5657 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007sr 164.76018170216486 3686.4156 4035.5544 +CMFGEN 1.7 54482.35000000009 -0.0010860346128300105 3993.7414 4000.0133 494.3939590613386 3993.7414 4683.6563 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007sr 305.6712860292515 3500.3477 3993.7414 +OBSERVED "" 54492.35999999987 -0.3276941847607573 3963.1052 4001.399 302.2504278589091 3963.1052 4616.8339 428.17071956696293 4616.8339 5549.5597 12.946195159626154 5297.9152 5557.7655 71.17561245026059 5557.7655 5847.7038 "" "" "" "" "" "" 2007sr 94.8036120652983 3695.0491 3963.1052 +CMFGEN 1.04 54492.35999999987 -6.073586078513992e-16 3998.6637 4001.399 464.05687104825597 3998.6637 4693.4214 111.71412302372906 4693.4214 5051.7413 28.476161258811867 5235.0041 5500.3249 148.77860015232554 5552.295 5937.9676 "" "" "" "" "" "" 2007sr 286.43514596193415 3500.8452 3998.6637 +CMFGEN 1.02 54492.35999999987 -0.0019926538519953628 3995.9284 4001.399 450.55560710363727 3995.9284 4687.9508 236.25951260881948 4687.9508 5229.5336 35.36458809298454 5229.5336 5500.3249 171.5397683256522 5552.295 5872.3212 "" "" "" "" "" "" 2007sr 227.34518027231604 3500.8452 3995.9284 +CMFGEN 1.4 54492.35999999987 0.20528141025196164 3998.6637 4034.2222 388.443935889465 4034.2222 4682.4803 242.01952648537087 4682.4803 5224.063 34.609490590243915 5224.063 5500.3249 171.84424921738204 5552.295 5872.3212 "" "" "" "" "" "" 2007sr 164.83007843835819 3686.8433 4034.2222 +CMFGEN 1.7 54492.35999999987 -0.00449342309404191 3993.1932 4001.399 494.87673687580445 3993.1932 4682.4803 120.44841547467962 4682.4803 5051.7413 44.91236078450604 5251.4157 5500.3249 175.73636568471693 5552.295 5885.9975 "" "" "" "" "" "" 2007sr 305.39265562520654 3500.8452 3993.1932 +OBSERVED "" 54492.37999999989 "" "" "" "" "" "" "" "" "" "" "" "" 70.1464811041899 5551.0728 5845.0227 237.3201184171518 5845.0227 6524.2855 476.59301204067856 7751.7251 8752.7439 2007sr "" "" "" +CMFGEN 1.04 54492.37999999989 "" "" "" "" "" "" "" "" "" "" "" "" 150.63884101586655 5551.0728 5936.3855 273.1991998749472 5936.3855 6520.3132 489.951569527228 7862.9495 8899.7189 2007sr "" "" "" +CMFGEN 1.02 54492.37999999989 "" "" "" "" "" "" "" "" "" "" "" "" 172.53569616279626 5551.0728 5872.8288 229.38065882711828 5872.8288 6512.3686 591.1237460817096 7851.0326 8899.7189 2007sr "" "" "" +CMFGEN 1.4 54492.37999999989 "" "" "" "" "" "" "" "" "" "" "" "" 172.85793395196487 5551.0728 5872.8288 212.30452909841222 5872.8288 6512.3686 581.2662946202155 7855.0049 8899.7189 2007sr "" "" "" +CMFGEN 1.7 54492.37999999989 "" "" "" "" "" "" "" "" "" "" "" "" 177.23525202102994 5551.0728 5884.7457 311.2555408121999 5884.7457 6552.0915 648.5319001442676 7862.9495 8871.9128 2007sr "" "" "" +OBSERVED "" 54497.330000000075 "" "" "" "" "" "" "" "" "" 11.869464591574411 5298.7437 5556.1644 79.22466002541469 5556.1644 5874.1547 243.80244802237223 5874.1547 6525.2777 511.45283325239757 7763.9257 8787.5517 2007sr "" "" "" +CMFGEN 1.04 54497.330000000075 "" "" "" "" "" "" "" "" "" 29.94620122410292 5235.1456 5501.6518 151.27907682072635 5550.1074 5937.7528 273.229755735838 5937.7528 6519.2208 489.838008523773 7863.8655 8899.6054 2007sr "" "" "" +CMFGEN 1.02 54497.330000000075 "" "" "" "" "" "" "" "" "" 36.213968802413056 5229.0886 5501.6518 173.16425478360085 5550.1074 5874.1547 229.56336762495883 5874.1547 6513.1638 590.9541050078303 7851.7516 8899.6054 2007sr "" "" "" +CMFGEN 1.4 54497.330000000075 "" "" "" "" "" "" "" "" "" 36.79971646751577 5226.0602 5501.6518 173.5502906088419 5550.1074 5874.1547 212.4046888197255 5874.1547 6513.1638 581.1840747412571 7854.7801 8899.6054 2007sr "" "" "" +CMFGEN 1.7 54497.330000000075 "" "" "" "" "" "" "" "" "" 45.5191723105857 5250.288 5501.6518 177.70055173837358 5550.1074 5886.2686 311.4241994955899 5886.2686 6552.534 648.9620575011179 7860.837 8872.3491 2007sr "" "" "" +OBSERVED "" 54497.310000000056 0.06827769218069671 3964.0595 4000.2261 309.3091346308108 3964.0595 4633.1414 432.3586350665598 4633.1414 5546.3477 12.554252872425648 5299.2094 5561.4172 77.81798447901252 5561.4172 5865.8193 242.74035645429902 5865.8193 6519.8317 510.72635744416857 7749.4957 8804.3545 2007sr 100.97709801899659 3713.9073 3964.0595 +CMFGEN 1.04 54497.310000000056 0.0 3997.2122 4000.2261 464.7737331569931 3997.2122 4693.419 111.71121526691263 4693.419 5052.071 29.97665364516539 5235.9179 5501.1395 148.6222431631031 5552.3755 5938.1524 273.25481340023475 5938.1524 6519.8317 488.85196386729206 7864.0233 8897.7849 2007sr 285.3367109753923 3502.9355 3997.2122 +CMFGEN 1.02 54497.310000000056 0.0 3997.2122 4000.2261 449.82020850047036 3997.2122 4687.3913 236.22181002569988 4687.3913 5229.8901 36.29881393396955 5229.8901 5501.1395 171.54295074772037 5552.3755 5871.847 229.44430443960823 5871.847 6513.804 589.5929381157495 7851.9677 8897.7849 2007sr 166.18340148610432 3683.7685 3997.2122 +CMFGEN 1.4 54497.310000000056 0.17027783954760525 3997.2122 4036.3927 387.2613677141986 4036.3927 4681.3635 241.74575347107418 4681.3635 5223.8623 35.10212940008194 5223.8623 5501.1395 171.4185882875594 5552.3755 5874.8609 212.25410280581457 5874.8609 6510.7901 579.4799954715741 7854.9816 8897.7849 2007sr 164.67322873887332 3686.7823 4036.3927 +CMFGEN 1.7 54497.310000000056 -0.000618555435605482 3994.1983 4000.2261 493.9963843994144 3994.1983 4684.3774 120.81950572105397 4684.3774 5052.071 45.50008561207409 5250.9873 5501.1395 175.37005996840367 5552.3755 5886.9164 311.15511716369963 5886.9164 6549.9706 649.1617475888313 7861.0094 8870.66 2007sr 303.61731357587087 3502.9355 3994.1983 +OBSERVED "" 54510.29000000004 "" "" "" "" "" "" 375.27454396658175 4632.1545 5547.0152 4.917510597081786 5296.0065 5550.3179 102.16652028481106 5550.3179 5877.2898 232.83220839971852 5877.2898 6527.9307 603.3224549804033 7555.0847 8777.1008 2007sr "" "" "" +CMFGEN 1.04 54510.29000000004 "" "" "" "" "" "" 112.12897739644912 4694.9067 5051.6033 30.032657072417653 5236.557 5500.7767 151.37135557172078 5550.3179 5936.7392 273.1314865484811 5936.7392 6518.0225 489.8516813823951 7858.9374 8899.3023 2007sr "" "" "" +CMFGEN 1.02 54510.29000000004 "" "" "" "" "" "" 236.45622758762244 4688.3012 5229.9516 36.02328534978732 5229.9516 5500.7767 173.00607699638476 5550.3179 5873.987 229.71088684434744 5873.987 6514.7197 590.6674074332086 7852.3319 8899.3023 2007sr "" "" "" +CMFGEN 1.4 54510.29000000004 "" "" "" "" "" "" 242.5298955872094 4681.6957 5226.6488 36.45390810200817 5226.6488 5500.7767 173.38630148065712 5550.3179 5873.987 212.27950973355587 5873.987 6511.417 580.8213127336994 7855.6346 8899.3023 2007sr "" "" "" +CMFGEN 1.7 54510.29000000004 "" "" "" "" "" "" 120.23457435952444 4681.6957 5051.6033 44.13780095348616 5249.768 5500.7767 177.2108566041383 5550.3179 5887.198 311.3882027146825 5887.198 6551.05 648.6018582744102 7862.2401 8872.8804 2007sr "" "" "" +OBSERVED "" 54520.31999999983 21.86294897000694 3903.5802 4019.5279 358.2042355469814 3903.5802 4644.5586 325.73806992146956 4644.5586 5389.1604 1.3792298536385763 5298.5762 5552.2119 112.90830468064652 5552.2119 5880.1265 233.53097749983928 5880.1265 6521.9359 499.2759622224101 7500.6779 8783.3035 2007sr "" "" "" +CMFGEN 1.04 54520.31999999983 -0.0002576626489024424 3997.7877 4001.4111 464.10545741685087 3997.7877 4695.2857 112.2255015598958 4695.2857 5050.3756 29.803057279532542 5235.1673 5501.4847 151.4258014115614 5550.4002 5936.2887 275.8557290812805 5936.2887 6521.9359 490.05888291705423 7859.8131 8899.7265 2007sr "" "" "" +CMFGEN 1.02 54520.31999999983 -0.0008376717537948028 3997.7877 4001.4111 449.3069298915633 3997.7877 4688.039 236.88341906942222 4688.039 5231.544 37.64924839589983 5231.544 5501.4847 173.15518038577056 5550.4002 5872.8798 232.03932515375107 5872.8798 6521.9359 591.0406791177003 7851.92 8899.7265 2007sr "" "" "" +CMFGEN 1.4 54520.31999999983 0.10761953307011916 3999.5994 4035.8331 387.31593399415704 4035.8331 4682.604 242.5768962943007 4682.604 5226.1089 36.70642129140446 5226.1089 5501.4847 173.4708980359539 5550.4002 5872.8798 213.19268184521346 5872.8798 6521.9359 581.1895765041411 7855.8666 8899.7265 2007sr "" "" "" +CMFGEN 1.7 54520.31999999983 -0.0074113913435471315 3992.3527 4001.4111 495.2642880660971 3992.3527 4682.604 120.78017573702667 4682.604 5050.3756 46.17393827581057 5251.4725 5501.4847 177.6579269591385 5550.4002 5885.5616 312.61988538492795 5885.5616 6551.535 648.8167229581167 7861.7864 8872.1007 2007sr "" "" "" +OBSERVED "" 54521.310000000056 15.781948162240328 3982.0154 4017.5828 419.363206634585 3982.0154 4578.7572 476.27485821351047 4578.7572 5513.3892 60.27999809367624 5278.2492 5513.3892 139.90541956845743 5554.8845 5843.3755 275.94431446173166 5843.3755 6475.6847 708.5164796684048 7679.048 8639.3676 2007ux "" "" "" +CMFGEN 1.04 54521.310000000056 -0.00036894840350049367 3997.8232 4001.7751 464.02260774023773 3997.8232 4695.3392 112.26259445323154 4695.3392 5051.0131 29.59886135212969 5234.778 5501.5334 150.83372061772002 5550.9325 5936.2459 273.1631319472086 5936.2459 6519.1559 489.15505735511636 7862.8129 8898.2191 2007ux "" "" "" +CMFGEN 1.02 54521.310000000056 -0.0011245724549577114 3997.8232 4001.7751 449.3423152689039 3997.8232 4687.4353 236.571976831441 4687.4353 5230.826 37.29028994004714 5230.826 5501.5334 172.64102172244395 5550.9325 5873.015 229.52931577271926 5873.015 6513.228 589.9852798442735 7850.9571 8898.2191 2007ux "" "" "" +CMFGEN 1.4 54521.310000000056 0.12146684602930652 3999.7991 4035.3665 387.86052018863154 4035.3665 4681.5075 242.08580049542869 4681.5075 5224.8981 36.05279163903905 5224.8981 5501.5334 172.9716581504194 5550.9325 5873.015 212.23139841117757 5873.015 6511.2521 579.8915077803965 7854.909 8898.2191 2007ux "" "" "" +CMFGEN 1.7 54521.310000000056 -0.005246490363922202 3993.8712 4001.7751 494.3226212136423 3993.8712 4683.4834 120.89123837593905 4683.4834 5051.0131 45.6722833214727 5250.5857 5501.5334 177.34697082196362 5550.9325 5884.8708 311.13538877144674 5884.8708 6550.7714 648.9216833234826 7860.8369 8872.5316 2007ux "" "" "" +OBSERVED "" 54468.31999999983 "" "" "" "" "" "" "" "" "" 79.12165343837295 5234.3555 5595.5577 60.59066375335881 5595.5577 5917.921 128.89829284688955 5917.921 6364.5689 293.926627128507 7716.1642 8566.7371 2007ux "" "" "" +CMFGEN 1.04 54468.31999999983 "" "" "" "" "" "" "" "" "" 30.100170174079256 5234.3555 5502.3443 148.36030182052045 5552.8349 5937.3405 273.2406462902775 5937.3405 6519.9247 488.519485133107 7859.8683 8896.8682 2007ux "" "" "" +CMFGEN 1.02 54468.31999999983 "" "" "" "" "" "" "" "" "" 37.74178176618009 5230.4717 5502.3443 171.2002891493046 5552.8349 5871.3143 229.15742874605428 5871.3143 6512.1569 588.9613476048255 7852.1005 8896.8682 2007ux "" "" "" +CMFGEN 1.4 54468.31999999983 "" "" "" "" "" "" "" "" "" 37.6286908340995 5226.5878 5502.3443 170.94553507078808 5552.8349 5875.1982 212.4111207349033 5875.1982 6512.1569 578.5055986273942 7855.9844 8896.8682 2007ux "" "" "" +CMFGEN 1.7 54468.31999999983 "" "" "" "" "" "" "" "" "" 45.90670969131654 5249.8911 5502.3443 174.9315068674022 5552.8349 5886.8498 311.3632660989684 5886.8498 6550.9958 648.5861977139305 7863.7522 8869.6809 2007ux "" "" "" +OBSERVED "" 54468.299999999814 31.457416621818798 3940.014 4105.416 185.6905748474607 3940.014 4550.9343 176.39570092300465 4550.9343 5239.22 84.50033201261012 5239.22 5602.0373 "" "" "" "" "" "" "" "" "" 2007ux 88.14388330041564 3670.5688 3940.014 +CMFGEN 1.04 54468.299999999814 0.0 3998.705 4001.3728 463.667712101463 3998.705 4694.9941 112.16653151054065 4694.9941 5052.4758 29.955776216560647 5236.5523 5500.6619 "" "" "" "" "" "" "" "" "" 2007ux 285.2908551246061 3502.4991 3998.705 +CMFGEN 1.02 54468.299999999814 -0.0018612515047282312 3996.0373 4001.3728 450.61964544414093 3996.0373 4686.9908 236.5791617934067 4686.9908 5231.2167 36.77687468599577 5231.2167 5500.6619 "" "" "" "" "" "" "" "" "" 2007ux 166.50739830040942 3681.2399 3996.0373 +CMFGEN 1.4 54468.299999999814 0.1283906574061064 3998.705 4036.0539 387.35322676875177 4036.0539 4681.6552 242.3772054431135 4681.6552 5225.8812 35.97722057915887 5225.8812 5500.6619 "" "" "" "" "" "" "" "" "" 2007ux 164.70817188668804 3686.5755 4036.0539 +CMFGEN 1.7 54468.299999999814 -0.004058100829743075 3993.3695 4001.3728 494.3833321793448 3993.3695 4684.323 120.73625247019407 4684.323 5052.4758 44.169955972630945 5249.8911 5500.6619 "" "" "" "" "" "" "" "" "" 2007ux 304.09863239965716 3502.4991 3993.3695 +OBSERVED "" 54470.279999999795 "" "" "" "" "" "" 211.07358991630116 4625.97 5243.3023 86.95324283929776 5243.3023 5622.5207 73.8231827126401 5622.5207 5910.6091 153.53668531783924 5910.6091 6389.7765 409.0443741907717 7877.2532 8562.1981 2007ux "" "" "" +CMFGEN 1.04 54470.279999999795 "" "" "" "" "" "" 111.77870587083012 4693.5826 5052.2233 29.846840563849817 5234.4833 5501.9939 149.4277185816481 5551.9684 5937.0662 273.2128339157529 5937.0662 6519.1223 488.79657301898845 7859.6152 8897.3213 2007ux "" "" "" +CMFGEN 1.02 54470.279999999795 "" "" "" "" "" "" 236.84305484961493 4687.7033 5231.5436 38.10406991714666 5231.5436 5501.9939 171.81547138801386 5551.9684 5872.3932 229.47739654832804 5872.3932 6513.2429 589.3950141059445 7850.7962 8897.3213 2007ux "" "" "" +CMFGEN 1.4 54470.279999999795 "" "" "" "" "" "" 242.35231063790025 4681.8239 5225.6642 36.852196136225245 5225.6642 5501.9939 172.1171760836206 5551.9684 5872.3932 212.3141567802652 5872.3932 6513.2429 578.8248134738925 7856.6755 8897.3213 2007ux "" "" "" +CMFGEN 1.7 54470.279999999795 "" "" "" "" "" "" 120.15254465674415 4681.8239 5052.2233 46.984711001148305 5252.1213 5501.9939 175.68637666267094 5551.9684 5887.0916 311.4521071856609 5887.0916 6551.4587 648.774327007783 7862.5549 8870.8642 2007ux "" "" "" +OBSERVED "" 54470.200000000186 "" "" "" "" "" "" 145.05377455965697 4545.3432 5136.1154 55.427422853222204 5210.7079 5583.6701 30.621907016526237 5583.6701 5962.5998 132.48701957079624 5962.5998 6565.3068 134.95022916829413 7731.9327 8400.2811 2008C "" "" "" +CMFGEN 1.04 54470.200000000186 "" "" "" "" "" "" 111.60747381050217 4694.5281 5052.5719 27.368609430601023 5234.5775 5500.1266 151.33750052909008 5550.8495 5935.7465 272.8820941814303 5935.7465 6517.5676 489.30098373216805 7863.2154 8898.5586 2008C "" "" "" +CMFGEN 1.02 54470.200000000186 "" "" "" "" "" "" 236.24072680245646 4688.5607 5231.5938 35.981928226695054 5231.5938 5500.1266 172.80474651257634 5550.8495 5873.0888 229.37351488847088 5873.0888 6514.5839 590.3522531037194 7851.2806 8898.5586 2008C "" "" "" +CMFGEN 1.4 54470.200000000186 "" "" "" "" "" "" 241.80246686812848 4682.5933 5225.6264 34.89319997977939 5225.6264 5500.1266 173.10066586114579 5550.8495 5873.0888 212.0125433553634 5873.0888 6511.6002 580.408587699199 7854.2643 8898.5586 2008C "" "" "" +CMFGEN 1.7 54470.200000000186 "" "" "" "" "" "" 119.87356605478439 4682.5933 5052.5719 42.713332749989334 5249.4959 5500.1266 177.5884482334855 5550.8495 5885.0236 310.7271814646958 5885.0236 6550.3883 649.4370519430007 7860.2317 8871.7054 2008C "" "" "" +OBSERVED "" 54492.16000000015 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 210.9722262199899 5875.2386 6566.6989 334.37919251662345 7651.0343 8731.441 2008C "" "" "" +CMFGEN 1.04 54492.16000000015 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 273.10238417220665 5938.0987 6519.5539 488.13798645168674 7863.1869 8896.4486 2008C "" "" "" +CMFGEN 1.02 54492.16000000015 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 229.20008485181296 5871.3099 6515.6251 588.8877349518636 7851.4007 8896.4486 2008C "" "" "" +CMFGEN 1.4 54492.16000000015 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 212.1199392632092 5875.2386 6511.6964 578.3364739350827 7855.3294 8896.4486 2008C "" "" "" +CMFGEN 1.7 54492.16000000015 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 311.02455793321155 5887.0249 6550.9839 648.6589744030061 7863.1869 8872.8761 2008C "" "" "" +OBSERVED "" 54475.12999999989 37.98053854869221 3950.1284 4143.8307 202.77267795130052 3950.1284 4581.8958 229.1324201755118 4581.8958 5255.3837 42.222016224671776 5255.3837 5612.9878 26.417497109503394 5612.9878 5851.3906 170.29206888091005 5851.3906 6566.599 217.6063272353149 7892.7144 8634.7431 2008C 87.68635867708306 3670.0052 3950.1284 +CMFGEN 1.04 54475.12999999989 0.0 3997.809 4000.789 465.0864150339154 3997.809 4695.1371 111.76528985111523 4695.1371 5052.7413 32.11070442245163 5237.5035 5502.7266 151.2000044275252 5550.4071 5937.8116 273.084902038367 5937.8116 6518.9184 490.07006778229146 7862.9141 8899.9662 2008C 287.5557267038828 3500.1432 3997.809 +CMFGEN 1.02 54475.12999999989 0.0 3997.809 4000.789 450.19884571422557 3997.809 4689.1771 236.32475224272437 4689.1771 5231.5434 38.1828055927401 5231.5434 5502.7266 173.3542754165352 5550.4071 5872.2509 229.12870197565422 5872.2509 6512.9583 591.4812183993802 7850.9939 8899.9662 2008C 228.10158051276295 3500.1432 3997.809 +CMFGEN 1.4 54475.12999999989 0.14247960383491473 3997.809 4036.5495 387.92125445163197 4036.5495 4683.217 241.88561240567202 4683.217 5225.5833 36.82388553837178 5225.5833 5502.7266 173.59413713770172 5550.4071 5872.2509 212.02539249218597 5872.2509 6512.9583 581.7150825261706 7853.974 8899.9662 2008C 164.62491039114667 3687.8854 4036.5495 +CMFGEN 1.7 54475.12999999989 -0.0059337192869288536 3991.8489 4000.789 496.16917856423015 3991.8489 4683.217 119.99805144346134 4683.217 5052.7413 45.37109460321886 5249.4236 5502.7266 177.3599534603766 5550.4071 5887.151 311.13045311030436 5887.151 6551.6988 648.6927029137802 7862.9141 8873.1459 2008C 306.43241013400433 3500.1432 3991.8489 +OBSERVED "" 54482.16000000015 2.947740815115748 3943.758 4001.6546 298.22911559830595 3943.758 4611.6359 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008C 158.75268413476678 3555.0242 3943.758 +CMFGEN 1.04 54482.16000000015 1.147859585159842e-16 3999.5868 4001.6546 464.3640682068336 3999.5868 4694.3452 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008C 286.4312467114625 3501.2631 3999.5868 +CMFGEN 1.02 54482.16000000015 -0.0012002392869425685 3997.5191 4001.6546 450.69416177856186 3997.5191 4688.142 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008C 226.9796887648253 3501.2631 3997.5191 +CMFGEN 1.4 54482.16000000015 0.06781180536734098 3999.5868 4036.806 388.1201122979069 4036.806 4681.9388 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008C 164.65161229269452 3687.3591 4036.806 +CMFGEN 1.7 54482.16000000015 -0.005368469365916543 3993.3836 4001.6546 495.2710906123789 3993.3836 4684.0065 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008C 305.37848896956166 3501.2631 3993.3836 +OBSERVED "" 54482.200000000186 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 193.3639565326793 5875.0952 6478.1584 398.11102359468805 7747.5897 8773.7966 2008C "" "" "" +CMFGEN 1.04 54482.200000000186 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 273.05141244881133 5938.4002 6518.1405 488.4444147104213 7864.2041 8897.0747 2008C "" "" "" +CMFGEN 1.02 54482.200000000186 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 229.23350625976678 5871.7634 6514.8086 589.3809544272867 7850.8767 8897.0747 2008C "" "" "" +CMFGEN 1.4 54482.200000000186 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 212.08488508735007 5875.0952 6511.4768 579.0151272279113 7854.2086 8897.0747 2008C "" "" "" +CMFGEN 1.7 54482.200000000186 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 310.9060679918482 5885.0908 6551.4589 649.5242097742841 7860.8723 8870.42 2008C "" "" "" +OBSERVED "" 54482.189999999944 "" "" "" "" "" "" 300.29971211763745 4597.7087 5286.9488 5.21014971207127 5286.9488 5515.6066 80.26045229315123 5561.3382 5878.1926 170.70789690680488 5878.1926 6423.7049 361.76601045543725 7534.3288 8726.6161 2008C "" "" "" +CMFGEN 1.04 54482.189999999944 "" "" "" "" "" "" 111.91205531432819 4695.7049 5051.7578 29.93427360978859 5234.6841 5502.5405 150.21598642716648 5551.5386 5936.9904 273.0340706043402 5936.9904 6518.4346 489.9658856260877 7860.9828 8899.7428 2008C "" "" "" +CMFGEN 1.02 54482.189999999944 "" "" "" "" "" "" 236.29073216533587 4689.1718 5231.4176 37.94677079592298 5231.4176 5502.5405 172.42078132676042 5551.5386 5871.6596 229.24240493832616 5871.6596 6515.1681 591.2830884711673 7851.1832 8899.7428 2008C "" "" "" +CMFGEN 1.4 54482.189999999944 "" "" "" "" "" "" 241.61734989340837 4682.6387 5224.8845 36.26303855670337 5224.8845 5502.5405 172.22154427289377 5551.5386 5874.9261 212.11741545145549 5874.9261 6511.9015 581.4955675999494 7854.4498 8899.7428 2008C "" "" "" +CMFGEN 1.7 54482.189999999944 "" "" "" "" "" "" 120.07906117659697 4682.6387 5051.7578 46.492246080728236 5251.0168 5502.5405 177.02199927688244 5551.5386 5884.7257 310.8037945647248 5884.7257 6551.1 649.5133310345209 7860.9828 8870.3439 2008C "" "" "" +OBSERVED "" 54521.08999999985 1.2617947391662205 3999.9557 4013.9827 179.10689731928414 3999.9557 4625.162 238.6417442721003 4625.162 5548.9444 21.991199035857097 5290.4456 5550.9483 58.73027080610265 5550.9483 5873.5707 242.22490313951675 5873.5707 6566.9085 214.00700169195156 7741.1742 8731.0842 2008C "" "" "" +CMFGEN 1.04 54521.08999999985 -0.00041138087569483623 3997.9518 4001.9595 464.98007758671304 3997.9518 4695.2973 111.81287955168425 4695.2973 5051.9855 29.407158594421812 5236.3412 5500.8516 150.6442940132946 5550.9483 5937.6945 273.07631386484377 5937.6945 6518.8157 489.8862316256453 7859.4023 8899.409 2008C "" "" "" +CMFGEN 1.02 54521.08999999985 -0.0012061628247777936 3997.9518 4001.9595 450.5836397350654 3997.9518 4687.2818 235.58499693922727 4687.2818 5230.3296 35.822363512929485 5230.3296 5500.8516 172.63134899500773 5550.9483 5873.5707 229.4232327819438 5873.5707 6514.808 590.8045497124021 7853.3907 8899.409 2008C "" "" "" +CMFGEN 1.4 54521.08999999985 0.09013259279555977 3999.9557 4036.0253 388.8194750669787 4036.0253 4681.2702 241.71409798060083 4681.2702 5226.3219 35.847711717394255 5226.3219 5500.8516 172.9559921785548 5550.9483 5873.5707 212.1312462065064 5873.5707 6512.8041 581.1126829303336 7855.3946 8899.409 2008C "" "" "" +CMFGEN 1.7 54521.08999999985 -0.006062754346376411 3993.9441 4001.9595 495.1372824825751 3993.9441 4683.2741 120.19127662894095 4683.2741 5051.9855 44.27458066486903 5250.3683 5500.8516 177.34125296399313 5550.9483 5885.5939 310.8832110172227 5885.5939 6550.8776 649.3287203450545 7861.4062 8871.3548 2008C "" "" "" +OBSERVED "" 54492.12999999989 1.955727837379857 3954.8296 4011.6405 209.2619547565616 3954.8296 4609.5078 325.8645186127179 4609.5078 5537.4195 16.489383318066402 5291.2389 5537.4195 "" "" "" "" "" "" "" "" "" 2008C 63.25662474419084 3687.0067 3954.8296 +CMFGEN 1.04 54492.12999999989 -6.006972697037048e-16 3998.1141 4000.8194 464.70726261161997 3998.1141 4696.0768 112.01353082872677 4696.0768 5050.4688 31.365086535194248 5237.1332 5502.2508 "" "" "" "" "" "" "" "" "" 2008C 287.3635092970711 3500.3423 3998.1141 +CMFGEN 1.02 54492.12999999989 -6.006972697037048e-16 3998.1141 4000.8194 450.33883131704636 3998.1141 4687.961 236.1598836731755 4687.961 5231.7227 37.87281527024127 5231.7227 5502.2508 "" "" "" "" "" "" "" "" "" 2008C 227.8672012274767 3500.3423 3998.1141 +CMFGEN 1.4 54492.12999999989 0.1539124551970741 3998.1141 4035.9881 388.5128478346794 4035.9881 4682.5504 241.9678096569787 4682.5504 5226.3121 36.89262368236426 5226.3121 5502.2508 "" "" "" "" "" "" "" "" "" 2008C 164.74362602313167 3687.0067 4035.9881 +CMFGEN 1.7 54492.12999999989 -0.0037590444104203327 3992.7036 4000.8194 495.8748852807435 3992.7036 4682.5504 120.34810474338883 4682.5504 5050.4688 45.95156148164384 5250.6596 5502.2508 "" "" "" "" "" "" "" "" "" 2008C 306.17624961458046 3500.3423 3992.7036 +OBSERVED "" 1.6899999997986015 0.021527714437488042 3995.51712372354 4000.03902860094 171.25631878163023 3995.51712372354 4608.98888542365 162.3102198519452 4608.98888542365 5302.34763329109 78.76557682388194 5299.33303003949 5662.59272185699 55.747109518364184 5662.59272185699 5986.4113544661 134.60470945482112 5986.4113544661 6450.15782133686 274.4106218416947 7964.99595526463 8778.68761625834 2008R 96.25354064387778 3716.41510601314 3995.51712372354 +CMFGEN 1.04 1.6899999997986015 -4.182832407854188 3999.78781166331 4149.76432343028 -62.75402848379727 4149.76432343028 4450.21978083951 808.5435822011794 4500.2119514285 5549.79631685972 157.72329435410742 5204.87546148943 5654.05134597747 -2.58747865159012 5654.05134597747 5800.00838674232 252.5800281180786 5800.00838674232 6599.8831161662 465.24802043358136 7500.24462064334 8899.77418019751 2008R 126.1136844501201 3774.44621860639 4099.77215284129 +CMFGEN 1.02 1.6899999997986015 6.892865874210869 3999.78781166331 4149.76432343028 -77.61157182745823 4149.76432343028 4450.21978083951 779.1146418856415 4500.2119514285 5549.79631685972 234.19452161681383 5150.11016908541 5629.93451996469 -1.7687945646644434 5629.93451996469 5800.00838674232 198.48472770392783 5800.00838674232 6599.8831161662 457.26406219777346 7500.24462064334 8899.77418019751 2008R 146.2285541363865 3757.8659007226 4099.77215284129 +CMFGEN 1.4 1.6899999997986015 17.163205198720078 3999.78781166331 4149.76432343028 -95.12439172607662 4149.76432343028 4450.21978083951 693.4499841326825 4500.2119514285 5549.79631685972 195.15990902192965 5150.11016908541 5587.98129137995 50.138760830118386 5587.98129137995 5999.97706909829 55.29817505254178 5999.97706909829 6599.8831161662 343.3466647163709 7500.24462064334 8899.77418019751 2008R 145.43276694808546 3761.38293784947 4099.77215284129 +CMFGEN 1.7 1.6899999997986015 11.286576864984271 3999.78781166331 4149.76432343028 114.05767762136239 4149.76432343028 4472.57808828886 641.7173372723607 4500.2119514285 5549.79631685972 42.12460564586465 5299.83546391476 5663.59758960753 -5.051971833836477 5663.59758960753 5800.00838674232 220.81537836605858 5800.00838674232 6583.30279828242 597.3037745674644 7500.24462064334 8846.26497248165 2008R 83.81256153093149 3799.81912930734 4099.77215284129 +OBSERVED "" 2.7899999998917338 "" "" "" "" "" "" "" "" "" 78.52498978871611 5238.7724 5611.3419 53.62042523647629 5611.3419 5956.8701 124.9605042213426 5956.8701 6368.4993 299.46523919554477 7891.8279 8561.8521 2008R "" "" "" +CMFGEN 1.04 2.7899999998917338 "" "" "" "" "" "" "" "" "" 157.24884362948865 5205.7219 5653.4062 -2.6964439946188663 5653.4062 5800.6313 252.18223024501384 5800.6313 6599.853 463.3848992208885 7501.2308 8898.3665 2008R "" "" "" +CMFGEN 1.02 2.7899999998917338 "" "" "" "" "" "" "" "" "" 233.25875934728802 5151.6392 5629.3695 -1.863671127395103 5629.3695 5800.6313 197.9606803309793 5800.6313 6599.853 455.7988627082157 7501.2308 8898.3665 2008R "" "" "" +CMFGEN 1.4 2.7899999998917338 "" "" "" "" "" "" "" "" "" 191.54813817067136 5154.6438 5587.3052 49.81194574042356 5587.3052 5998.9344 55.52582736609101 5998.9344 6599.853 341.9539058398853 7501.2308 8898.3665 2008R "" "" "" +CMFGEN 1.7 2.7899999998917338 "" "" "" "" "" "" "" "" "" 41.6352931280567 5298.8643 5662.42 -5.324882015044393 5662.42 5800.6313 220.01136801100859 5800.6313 6581.8254 595.2583869352197 7501.2308 8847.2885 2008R "" "" "" +OBSERVED "" 2.7600000000966247 21.61459759068422 3944.5947 4064.1867 191.70548845086694 3944.5947 4551.524 182.87349557890855 4551.524 5230.2085 82.63698576261271 5230.2085 5615.8927 53.37440020973979 5615.8927 5941.7808 124.97274249180506 5941.7808 6336.4344 298.6297238357829 7792.4668 8548.8861 2008R 91.52335398356614 3666.5433 3944.5947 +CMFGEN 1.04 2.7600000000966247 -3.996491552819117 3998.4111 4147.9011 -68.77954212345536 4147.9011 4452.8606 806.1069940907546 4500.6974 5547.1273 160.52296388540984 5200.3105 5654.7601 -2.4502528590287835 5654.7601 5801.2603 251.70410742770508 5801.2603 6599.5368 461.95837552713874 7502.4562 8898.6927 2008R 125.37077323905937 3774.1761 4097.0745 +CMFGEN 1.02 2.7600000000966247 7.253656926157084 3998.4111 4147.9011 -83.349030888591 4147.9011 4452.8606 773.0687206124634 4500.6974 5547.1273 232.11292457145325 5152.4737 5630.8417 -1.5428878466137967 5630.8417 5801.2603 197.41696763289477 5801.2603 6599.5368 453.6326406923012 7502.4562 8898.6927 2008R 145.24525074005484 3756.2373 4097.0745 +CMFGEN 1.4 2.7600000000966247 17.569490681066643 3998.4111 4147.9011 -101.5965649290277 4147.9011 4452.8606 686.9523110224804 4500.6974 5547.1273 190.3544615699945 5155.4635 5588.9845 49.846887795051 5588.9845 5998.587 55.627004505377016 5998.587 6599.5368 339.8054970891494 7502.4562 8898.6927 2008R 142.40433600364278 3762.2169 4097.0745 +CMFGEN 1.7 2.7600000000966247 11.568900861790794 3998.4111 4147.9011 114.27291539813493 4147.9011 4473.7892 634.5437753043547 4500.6974 5547.1273 38.62390360782623 5298.9739 5672.6989 -3.7296082055040753 5672.6989 5801.2603 219.28749438503985 5801.2603 6581.598 592.4647513713272 7502.4562 8847.8661 2008R 82.14988932649142 3798.0945 4097.0745 +OBSERVED "" 14.709999999817228 "" "" "" "" "" "" 367.15900499789257 4618.4103 5483.4308 18.279301374423635 5283.5586 5503.0903 72.06978023161219 5555.5158 5889.7283 195.56217171667464 5889.7283 6495.8979 378.4241695253977 7672.1947 8733.8108 2008R "" "" "" +CMFGEN 1.04 14.709999999817228 "" "" "" "" "" "" 807.6913697297355 4500.453 5548.9626 157.77740953094394 5204.9204 5653.8136 -2.5874863575810387 5653.8136 5801.2603 251.176773071441 5801.2603 6597.4723 462.50042239840434 7501.8119 8897.6404 2008R "" "" "" +CMFGEN 1.02 14.709999999817228 "" "" "" "" "" "" 777.1300564810829 4500.453 5548.9626 232.08518717088322 5152.4949 5630.8775 -1.5365890653434955 5630.8775 5801.2603 197.2471203585049 5801.2603 6597.4723 454.92433470459844 7501.8119 8897.6404 2008R "" "" "" +CMFGEN 1.4 14.709999999817228 "" "" "" "" "" "" 691.396321567789 4500.453 5548.9626 190.56718076138804 5155.7715 5588.2818 49.646855194095956 5588.2818 5997.8558 55.92612176844851 5997.8558 6597.4723 341.1287838425434 7501.8119 8897.6404 2008R "" "" "" +CMFGEN 1.7 14.709999999817228 "" "" "" "" "" "" 639.3856296359331 4500.453 5548.9626 42.18613942072098 5299.9416 5663.6434 -5.161180960348452 5663.6434 5801.2603 219.2780058159629 5801.2603 6584.3659 593.9134067095162 7501.8119 8845.2149 2008R "" "" "" +OBSERVED "" 14.689999999798601 2.3695056491307107 3945.5236 4005.6724 302.900143204693 3945.5236 4625.8272 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008R 105.25374932666631 3688.3357 3945.5236 +CMFGEN 1.04 14.689999999798601 -4.099957788019852 3999.4501 4148.785 -65.69968640297739 4148.785 4451.6031 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008R 128.00203012183525 3771.2995 4099.0067 +CMFGEN 1.02 14.689999999798601 6.9709549969939175 3999.4501 4148.785 -80.69478660848112 4148.785 4451.6031 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008R 146.30635105834057 3756.7808 4099.0067 +CMFGEN 1.4 14.689999999798601 17.145593261620682 3999.4501 4148.785 -98.26183913427066 4148.785 4451.6031 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008R 144.9556875563207 3760.929 4099.0067 +CMFGEN 1.7 14.689999999798601 11.310108864153747 3999.4501 4148.785 114.90730851837148 4148.785 4472.344 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008R 83.60880785434583 3798.2628 4099.0067 +OBSERVED "" 14.729999999835854 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 186.91401358076095 5903.2008 6518.146 388.95141979180454 7691.2209 8687.1648 2008R "" "" "" +CMFGEN 1.04 14.729999999835854 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 249.9834717463549 5802.938 6598.3563 463.8993114944619 7500.7216 8897.7167 2008R "" "" "" +CMFGEN 1.02 14.729999999835854 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 195.96818108224676 5802.938 6598.3563 456.7808300647842 7500.7216 8897.7167 2008R "" "" "" +CMFGEN 1.4 14.729999999835854 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 56.217872716763154 5996.7794 6598.3563 342.9711216760889 7500.7216 8897.7167 2008R "" "" "" +CMFGEN 1.7 14.729999999835854 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 217.4140229603749 5802.938 6581.6458 596.2623881532409 7500.7216 8847.5853 2008R "" "" "" +OBSERVED "" 20.68000000002212 2.6799329123289444 3952.5544 4007.0204 296.2109117495812 3952.5544 4604.6668 415.5626894099367 4604.6668 5517.0326 33.79466436075098 5290.5431 5517.0326 36.89238416436683 5563.6121 5835.6953 249.90168138736448 5835.6953 6519.1071 407.4312840778879 7737.0735 8691.5827 2008R 110.388896749033 3682.1964 3952.5544 +CMFGEN 1.04 20.68000000002212 -0.03692374099938681 3999.8732 4014.1675 89.94758953241383 4014.1675 4469.8575 124.9911110269164 4500.1711 5068.9826 29.522980988495917 5150.0654 5525.9049 0.8191303939772334 5550.0572 5800.2062 158.55674126035188 5800.2062 6281.0343 38.815505363058165 7652.7869 8304.8993 2008R 181.02260504074667 3500.0683 4014.1675 +CMFGEN 1.02 20.68000000002212 77.65085154034142 3900.0601 4149.9626 285.045983822519 3900.0601 4502.3892 209.4458206350848 4502.3892 5545.8675 10.212941590161698 5150.0654 5545.8675 8.042716891040502 5550.0572 5840.1314 96.01693973746805 5840.1314 6349.7944 415.1726660611371 7517.9776 8497.3784 2008R -15.504659726092532 3799.7541 3900.0601 +CMFGEN 1.4 20.68000000002212 22.27044019156227 3999.8732 4149.9626 -91.71177782253017 4149.9626 4450.1413 775.7582012308251 4500.1711 5549.8108 214.70827091121043 5174.4642 5587.2715 80.08050408275415 5587.2715 5999.8324 8.304907478454094 5999.8324 6599.9434 412.5308496683717 7500.233 8887.2657 2008R 154.37876988896545 3761.0611 4099.9328 +CMFGEN 1.7 20.68000000002212 -0.04513952765928993 3999.8732 4019.0965 81.78957179577169 4019.0965 4450.1413 143.2941745362363 4500.1711 5084.7556 39.20054098464972 5150.0654 5517.772 29.69485850852302 5550.0572 5808.5855 145.92384154942627 5808.5855 6274.1336 66.97546637450249 7660.1805 8380.3136 2008R 19.877751709683423 3799.7541 4019.0965 +OBSERVED "" 26.700000000040745 1.6551473518048598 3978.1167 4006.2588 293.4528474604557 3978.1167 4615.3326 405.4119306873725 4615.3326 5517.8877 35.08188476967267 5292.7515 5517.8877 45.295105291725974 5558.0906 5829.4602 253.31810761626065 5829.4602 6478.737 414.42149255705425 7747.1384 8635.6224 2008R "" "" "" +CMFGEN 1.04 26.700000000040745 4.172615330107133 3923.8428 4042.4414 79.21551199051879 4042.4414 4522.866 123.94053334725554 4522.866 5109.8283 64.09084773739002 5150.0312 5574.1718 2.224631942742477 5574.1718 5801.3181 161.95178859883333 5801.3181 6301.8442 54.667206988298325 7501.9007 8410.4862 2008R "" "" "" +CMFGEN 1.02 26.700000000040745 -0.8345828194067441 3998.2182 4050.4819 105.41581387730335 4050.4819 4464.5718 127.3874413467675 4502.7645 5051.5341 68.99603580258895 5150.0312 5570.1515 21.80300300199954 5570.1515 5821.4196 170.05831867170713 5821.4196 6311.8949 67.08688336079254 7725.0268 8400.4355 2008R "" "" "" +CMFGEN 1.4 26.700000000040745 -0.7058187154774258 3998.2182 4048.4718 95.0848750927285 4048.4718 4462.5616 150.55817005679543 4500.7544 5051.5341 54.36903614403375 5150.0312 5542.0094 41.517725134688106 5550.05 5833.4805 151.81668620508538 5833.4805 6311.8949 54.82057586325854 7869.7572 8418.5268 2008R "" "" "" +CMFGEN 1.7 26.700000000040745 16.556689966845447 3901.7312 4054.5022 72.9100799464224 4054.5022 4516.8356 124.50999367096024 4516.8356 5123.8993 79.05813433700763 5150.0312 5590.2529 8.97549837110224 5590.2529 5819.4094 143.2211963800589 5819.4094 6311.8949 78.45467518071008 7684.8239 8446.6688 2008R "" "" "" +OBSERVED "" 54534.33999999985 "" "" "" "" "" "" 209.82445021390413 4513.087 5136.019 122.88252492719384 5150.2575 5629.0252 35.36714117829912 5629.0252 5847.9413 138.00766548893674 5847.9413 6287.5533 319.09220659499545 7793.5567 8607.0307 2008ar "" "" "" +CMFGEN 1.04 54534.33999999985 "" "" "" "" "" "" 112.16059906482288 4694.6272 5050.5883 29.70215259919887 5235.6881 5500.8792 150.82410780305028 5550.7137 5936.9316 270.65740640265165 5936.9316 6518.2767 489.5980780468175 7859.2529 8898.7993 2008ar "" "" "" +CMFGEN 1.02 54534.33999999985 "" "" "" "" "" "" 236.58731876936207 4687.5079 5230.3487 36.51834182417032 5230.3487 5500.8792 172.8492860870099 5550.7137 5872.8586 227.53496152136248 5872.8586 6514.4123 590.3108928808567 7851.5239 8898.7993 2008ar "" "" "" +CMFGEN 1.4 54534.33999999985 "" "" "" "" "" "" 242.3667159221049 4682.1685 5225.0093 35.71739193326911 5225.0093 5500.8792 173.17643773797255 5550.7137 5872.8586 209.56527288034636 5872.8586 6512.48 580.3537084903521 7855.3884 8898.7993 2008ar "" "" "" +CMFGEN 1.7 54534.33999999985 "" "" "" "" "" "" 120.70856333231318 4682.1685 5050.5883 45.766489846142406 5251.7064 5500.8792 177.38761457530467 5550.7137 5885.3172 307.8992433262002 5885.3172 6551.1249 648.908149863343 7861.1851 8871.7479 2008ar "" "" "" +OBSERVED "" 54568.25 3.9701319317295587 3963.9931 4002.5239 289.8703339825821 3963.9931 4619.0171 412.46576592288795 4619.0171 5531.9012 30.190257818112514 5297.7524 5531.9012 54.963583534043394 5570.432 5834.22 265.74564493449475 5834.22 6509.9913 494.983551472934 7740.0138 8807.0212 2008ar "" "" "" +CMFGEN 1.04 54568.25 3.290590022686717e-16 3999.56 4002.5239 463.4383868488359 3999.56 4693.1148 111.7300381606192 4693.1148 5051.7479 30.98831448651655 5235.5103 5502.2621 148.31601666558367 5552.6486 5937.9568 273.2614682819389 5937.9568 6518.8831 489.6223075525556 7858.5702 8898.9024 2008ar "" "" "" +CMFGEN 1.02 54568.25 -0.0034622920773761945 3996.5961 4002.5239 449.97286648634383 3996.5961 4687.187 236.2636848126057 4687.187 5229.5825 37.19522313206539 5229.5825 5502.2621 171.1186186632224 5552.6486 5872.7508 229.52741687043877 5872.7508 6512.9553 590.2858770254094 7852.6424 8898.9024 2008ar "" "" "" +CMFGEN 1.4 54568.25 0.1380116220018944 3999.56 4035.1269 387.83610505290585 4035.1269 4681.2592 242.59273792806053 4681.2592 5226.6185 37.684330456791635 5226.6185 5502.2621 171.46160114238864 5552.6486 5872.7508 212.39284096964917 5872.7508 6512.9553 580.4244845480637 7855.6063 8898.9024 2008ar "" "" "" +CMFGEN 1.7 54568.25 -0.008379227193339864 3993.6322 4002.5239 494.13059920284456 3993.6322 4684.2231 120.96484371094033 4684.2231 5051.7479 46.315329840413426 5250.3298 5502.2621 175.76109738100803 5552.6486 5884.6064 311.2594471279753 5884.6064 6551.4861 648.7793463486247 7861.5341 8872.2272 2008ar "" "" "" +OBSERVED "" 54538.24000000022 19.637840723538545 3946.2771 4086.0224 144.20862457100685 3946.2771 4600.1797 185.22155229305554 4600.1797 5219.8052 92.40322770543015 5219.8052 5610.0375 "" "" "" "" "" "" "" "" "" 2008ar 154.32652405674926 3574.5018 3946.2771 +CMFGEN 1.04 54538.24000000022 0.0 3999.0111 4001.6478 463.30945477950337 3999.0111 4695.1011 112.28119911123417 4695.1011 5051.0561 30.736197896991328 5235.6254 5501.9326 "" "" "" "" "" "" "" "" "" 2008ar 286.3498680070121 3500.674 3999.0111 +CMFGEN 1.02 54538.24000000022 -0.001959319792899917 3996.3744 4001.6478 450.1183039753325 3996.3744 4687.191 236.50748162936915 4687.191 5230.352 37.42165124575082 5230.352 5501.9326 "" "" "" "" "" "" "" "" "" 2008ar 227.44626104280522 3500.674 3996.3744 +CMFGEN 1.4 54538.24000000022 0.12311280980852173 3999.0111 4035.925 387.1281216728761 4035.925 4681.9175 242.33884344617974 4681.9175 5225.0786 36.55249310700289 5225.0786 5501.9326 "" "" "" "" "" "" "" "" "" 2008ar 164.6013108611516 3687.88 4035.925 +CMFGEN 1.7 54538.24000000022 -0.004321383167295639 3993.7377 4001.6478 494.4993127356489 3993.7377 4681.9175 120.53106480159154 4681.9175 5051.0561 46.73449747532386 5251.4457 5501.9326 "" "" "" "" "" "" "" "" "" 2008ar 305.34240959729925 3500.674 3993.7377 +OBSERVED "" 54538.27000000002 "" "" "" "" "" "" "" "" "" 92.61802942528226 5212.9189 5607.9609 23.768706490724295 5607.9609 5855.8304 109.36927635787794 5855.8304 6332.2047 230.57855483023695 7815.5488 8574.6492 2008ar "" "" "" +CMFGEN 1.04 54538.27000000002 "" "" "" "" "" "" "" "" "" 32.59431719919519 5236.1566 5503.391 147.35977480382442 5553.7395 5937.1626 273.19013557594167 5937.1626 6518.1068 490.1081068079244 7862.0244 8899.978 2008ar "" "" "" +CMFGEN 1.02 54538.27000000002 "" "" "" "" "" "" "" "" "" 37.38995941833315 5228.4107 5503.391 170.35911327962162 5553.7395 5871.3223 229.4725295583018 5871.3223 6514.2339 591.3407937579809 7850.4055 8899.978 2008ar "" "" "" +CMFGEN 1.4 54538.27000000002 "" "" "" "" "" "" "" "" "" 37.32847095606202 5224.5378 5503.391 170.10787280678798 5553.7395 5875.1952 212.2930186659823 5875.1952 6510.3609 581.5228996400319 7854.2784 8899.978 2008ar "" "" "" +CMFGEN 1.7 54538.27000000002 "" "" "" "" "" "" "" "" "" 48.32263947635424 5251.6485 5503.391 174.05328763063483 5553.7395 5886.8141 311.53251867928 5886.8141 6552.9635 648.5794944937287 7862.0244 8872.8672 2008ar "" "" "" +OBSERVED "" 54544.220000000205 38.95404118489103 3944.8074 4148.3926 216.68974175109335 3944.8074 4588.5569 237.82904343667002 4588.5569 5232.0621 37.616541942782035 5232.0621 5544.4052 56.386030146508794 5550.2708 5874.3452 125.42016112152842 5874.3452 6338.7051 343.1151409456131 7761.6018 8659.0385 2008ar 137.73298312308438 3589.4498 3944.8074 +CMFGEN 1.04 54544.220000000205 -1.471979823329823e-05 3998.5754 4000.0418 463.63718049916145 3998.5754 4694.6265 112.15481784385254 4694.6265 5050.2285 29.006629568708114 5235.7281 5500.1688 151.59211777968954 5550.0264 5936.9116 273.21439728911275 5936.9116 6518.5835 490.117781040213 7859.3618 8899.7725 2008ar 286.737799084671 3500.2438 3998.5754 +CMFGEN 1.02 54544.220000000205 -0.00032362869294434075 3997.109 4000.0418 449.4653817596069 3997.109 4688.0277 236.86866172629232 4688.0277 5230.8401 36.23036855784528 5230.8401 5500.1688 173.52141205743715 5550.0264 5872.6344 229.63086184535203 5872.6344 6513.9399 591.155927635503 7850.8078 8899.7725 2008ar 227.84063209206423 3500.2438 3997.109 +CMFGEN 1.4 54544.220000000205 0.14664380212555014 3999.7974 4034.7466 387.9372131560186 4034.7466 4681.9177 242.57270015967387 4681.9177 5225.9521 35.74721887794888 5225.9521 5500.1688 173.79478680497394 5550.0264 5872.8788 212.36134550681692 5872.8788 6512.2291 581.2718379888245 7855.207 8899.7725 2008ar 164.80465872977024 3686.4766 4034.7466 +CMFGEN 1.7 54544.220000000205 -0.002201523609003676 3992.9542 4000.0418 494.7425403114631 3992.9542 4682.8953 120.98386381789223 4682.8953 5050.2285 44.559391377549254 5250.8809 5500.1688 178.02989434843676 5550.0264 5885.3432 311.344121192918 5885.3432 6551.3331 648.928885735691 7861.5614 8871.1777 2008ar 305.81145137658996 3500.2438 3992.9542 +OBSERVED "" 54545.29000000004 2.3213114545351785 3942.6774 4006.7758 241.55812055862071 3942.6774 4599.1997 242.42547488832852 4599.1997 5234.3559 21.785347824303372 5234.3559 5531.5391 56.06543069687311 5560.6747 5877.2816 130.3073211175231 5877.2816 6349.2784 292.90718989860756 7899.2926 8660.703 2008ar "" "" "" +CMFGEN 1.04 54545.29000000004 0.0 3999.0063 4000.9487 463.4725108747283 3999.0063 4694.376 112.08404933348106 4694.376 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177.230267596737 5550.9628 5885.0511 311.30257992988805 5885.0511 6551.2852 648.5470278604109 7862.3875 8872.4217 2008ar "" "" "" +OBSERVED "" 54582.18000000017 "" "" "" "" "" "" 403.86129784835487 4644.645 5533.836 25.89137281546529 5297.6726 5533.836 80.05807849440964 5553.5163 5843.3531 250.77428210343345 5843.3531 6516.3492 397.9122420910301 7769.0296 8695.4304 2008ar "" "" "" +CMFGEN 1.04 54582.18000000017 "" "" "" "" "" "" 112.19121973590168 4694.7403 5050.7745 30.014796300525134 5235.0535 5501.6319 149.86195773452403 5551.7271 5936.3872 278.30928278269414 5936.3872 6518.2914 489.7632197494057 7862.2523 8899.3551 2008ar "" "" "" +CMFGEN 1.02 54582.18000000017 "" "" "" "" "" "" 236.94119972207042 4687.5838 5231.4753 37.8648024992698 5231.4753 5501.6319 171.75629047636414 5551.7271 5873.7681 234.13929190601246 5873.7681 6514.4071 590.8399668405468 7850.5994 8899.3551 2008ar "" "" "" +CMFGEN 1.4 54582.18000000017 "" "" "" "" "" "" 242.6651479562637 4682.2165 5226.1079 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"" "" "" "" "" "" "" 2008bc 85.81582381324922 3794.7013 4098.5609 +OBSERVED "" -9.789999999964493 "" "" "" "" "" "" "" "" "" 75.62068598975188 5150.2656 5609.482 13.875021186754411 5609.482 5821.4281 118.58419473912963 5821.4281 6319.8938 414.202094022648 7501.2968 8451.1291 2008bc "" "" "" +CMFGEN 1.04 -9.789999999964493 "" "" "" "" "" "" "" "" "" 162.01758067243048 5205.2145 5652.6562 -3.0524235409378027 5652.6562 5801.8034 249.7239030918041 5801.8034 6598.5636 465.3941497030781 7501.2968 8898.5707 2008bc "" "" "" +CMFGEN 1.02 -9.789999999964493 "" "" "" "" "" "" "" "" "" 235.2088005732879 5154.1905 5629.1067 -2.158617095696188 5629.1067 5801.8034 200.0286470026412 5801.8034 6598.5636 460.73248607211286 7501.2968 8898.5707 2008bc "" "" "" +CMFGEN 1.4 -9.789999999964493 "" "" "" "" "" "" "" "" "" 197.39450720817527 5150.2656 5589.8574 49.03838804519951 5589.8574 5998.0498 59.729856996312435 5998.0498 6598.5636 349.86709807159593 7501.2968 8898.5707 2008bc "" "" "" +CMFGEN 1.7 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1.2229415500172653 3979.7621011734 4004.91571998596 319.19743329986295 3979.7621011734 4653.32011604309 333.93757083787676 4653.32011604309 5458.23591804504 3.2562336226947877 5298.92966556549 5500.15861606598 90.1115959314987 5556.05554676056 5871.87320518493 "" "" "" "" "" "" 2008fp 91.72309836478753 3719.8413734436 3979.7621011734 +CMFGEN 1.04 23.82999999987078 -0.3420683009231519 3999.3260269165 4038.45387840271 86.11334328277357 4038.45387840271 4505.19324970245 121.10293921798416 4505.19324970245 5092.11102199554 41.78461270850384 5150.80279922485 5561.64523983002 2.2512662275834043 5561.64523983002 5802.00204181671 "" "" "" "" "" "" 2008fp 145.9776402660545 3501.84334373474 4038.45387840271 +CMFGEN 1.02 23.82999999987078 -0.21833742210165943 3999.3260269165 4032.86418533325 95.66750157424875 4032.86418533325 4452.0911655426 131.1942605508585 4502.39840316772 5050.18832397461 41.01222618769307 5150.80279922485 5528.10708141327 30.10828212524277 5550.4658536911 5804.79688835144 "" "" "" "" "" "" 2008fp 19.10483262201358 3798.09707641602 4032.86418533325 +CMFGEN 1.4 23.82999999987078 62.14434073790433 3901.50639820099 4139.06835365295 191.55687178951257 3901.50639820099 4507.98809623718 161.44745846282422 4507.98809623718 5114.46979427337 27.255821959460835 5150.80279922485 5502.95346260071 27.355486567029125 5550.4658536911 5843.92473983764 "" "" "" "" "" "" 2008fp -16.84826502692812 3798.09707641602 3901.50639820099 +CMFGEN 1.7 23.82999999987078 -0.3843772140086856 3999.3260269165 4035.65903186798 71.47532624509549 4035.65903186798 4452.0911655426 114.58193898996777 4502.39840316772 5111.67494773865 60.381049614135975 5150.80279922485 5584.00401210785 15.851893806254061 5584.00401210785 5829.950507164 "" "" "" "" "" "" 2008fp 140.83930075372845 3524.20211601257 4035.65903186798 +OBSERVED "" 60.720000000001164 1.010580860496638 3984.71759271622 4000.89202404022 299.7470158624151 3984.71759271622 4669.43518543243 336.33147290220734 4669.43518543243 5534.7672612667 5.710675909653215 5297.54226851463 5534.7672612667 99.66271477988279 5553.63743114471 5860.95162630081 "" "" "" "" "" "" 2008fp 95.07313481857422 3731.31816864014 3984.71759271622 +CMFGEN 1.04 60.720000000001164 -1.0070780904595025 3957.76020717621 4000.89202404022 207.13636681870196 3957.76020717621 4615.52041435242 236.21442166908955 4615.52041435242 5219.36585044861 5.443004749925747 5219.36585044861 5529.3757841587 106.00006666090252 5550.94169259071 5855.56014919281 "" "" "" "" "" "" 2008fp 119.69194467032099 3669.31618189812 3957.76020717621 +CMFGEN 1.02 60.720000000001164 -2.373148169997268 3944.2815144062 4000.89202404022 270.5513895177261 3944.2815144062 4626.30336856842 285.293468356421 4626.30336856842 5308.32522273063 -5.890200999699968 5297.54226851463 5502.4183986187 72.80359319409743 5550.94169259071 5852.86441063881 "" "" "" "" "" "" 2008fp 92.81270738097167 3677.40339756012 3944.2815144062 +CMFGEN 1.4 60.720000000001164 -3.1066526225343924 3933.4985601902 4000.89202404022 292.68263536148294 3933.4985601902 4626.30336856842 305.69457814789945 4626.30336856842 5308.32522273063 -1.1322433070502216 5297.54226851463 5502.4183986187 64.12815840930708 5550.94169259071 5860.95162630081 "" "" "" "" "" "" 2008fp 83.51706063364806 3666.62044334412 3933.4985601902 +CMFGEN 1.7 60.720000000001164 -2.2164205527975613 3944.2815144062 4000.89202404022 219.10435867387875 3944.2815144062 4615.52041435242 269.5818147356437 4615.52041435242 5238.23602032661 -1.2147382536410767 5238.23602032661 5502.4183986187 125.7864026450151 5550.94169259071 5877.12605762481 "" "" "" "" "" "" 2008fp 106.82746908340114 3674.70765900612 3944.2815144062 +OBSERVED "" 156.59000000011292 8.617184541320809 3979.4432 4015.9401 352.0222232999513 3979.4432 4688.0918 239.45202319803417 4688.0918 5326.7879 -8.534963307539403 5272.0425 5506.2311 159.93748066109092 5557.9351 5910.7387 211.37055361418555 5910.7387 6503.8137 608.3166866139031 7516.6033 8821.3682 2008fp "" "" "" +CMFGEN 1.04 156.59000000011292 -0.06773394092179391 3982.4846 4000.7331 434.89269221159884 3982.4846 4682.009 233.38480553549493 4682.009 5223.38 26.593993311572145 5223.38 5500.1483 175.4694486983138 5551.8523 5874.2418 237.999281961833 5874.2418 6506.8551 487.23895825689215 7869.4068 8775.7471 2008fp "" "" "" +CMFGEN 1.02 156.59000000011292 -0.1309008716916021 3979.4432 4000.7331 403.4813661667936 3979.4432 4672.8847 236.03422047802948 4672.8847 5214.2557 28.25022034193251 5214.2557 5518.3967 172.92972288175335 5551.8523 5871.2003 77.22439200393745 5871.2003 6230.0867 564.3385579472529 7866.3654 8897.4035 2008fp "" "" "" +CMFGEN 1.4 156.59000000011292 -0.17892362100681122 3973.3604 4000.7331 371.6551307377931 3973.3604 4663.7605 232.3696729038549 4663.7605 5205.1315 8.503556116095716 5205.1315 5521.4382 165.24160555045063 5551.8523 5871.2003 81.72729680086881 5871.2003 6233.1281 549.1844996323026 7866.3654 8897.4035 2008fp "" "" "" +CMFGEN 1.7 156.59000000011292 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72.8001394007867 5550.8325074331 5853.79583746283 186.0680853311511 5853.79583746283 6443.98414271555 474.49060741437125 7691.24876114963 8694.56888007925 2008fp "" "" "" +CMFGEN 1.4 60.74000000001979 "" "" "" "" "" "" "" "" "" "" "" "" 64.24232972963442 5550.8325074331 5861.6650148662 193.60928616387412 5861.6650148662 6443.98414271555 465.8374669501559 7675.51040634289 8690.63429137757 2008fp "" "" "" +CMFGEN 1.7 60.74000000001979 "" "" "" "" "" "" "" "" "" "" "" "" 125.83577415943792 5550.8325074331 5877.40336967294 93.37395337684548 5877.40336967294 6227.58176412288 290.3848243072545 7876.17443012882 8765.39147670958 2008fp "" "" "" +OBSERVED "" 1.829999999870779 8.45763155678522 3941.9095 4071.9535 98.99964896055377 4071.9535 4592.1299 118.15732056472285 4592.1299 5175.8161 78.21638172979792 5175.8161 5602.2397 18.919557107650864 5602.2397 5907.692 77.98913008888466 5907.692 6294.8 112.83992451852166 7867.426 8517.6464 2008fp "" "" "" +CMFGEN 1.04 1.829999999870779 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"" 2.3143850253282623 5555.8707 5800.6778 169.30268649889683 5800.6778 6298.0636 38.83896065284527 7522.099 8361.4376 2008hv "" "" "" +CMFGEN 1.02 23.759999999776483 "" "" "" "" "" "" "" "" "" "" "" "" 30.31078235509447 5551.9849 5804.5636 159.42534899093485 5804.5636 6294.1778 41.49063876474448 7766.9061 8361.4376 2008hv "" "" "" +CMFGEN 1.4 23.759999999776483 "" "" "" "" "" "" "" "" "" "" "" "" 23.660208121176492 5551.9849 5800.6778 114.13802968871283 5800.6778 6309.7211 426.5743183268425 7549.2998 8485.784 2008hv "" "" "" +CMFGEN 1.7 23.759999999776483 "" "" "" "" "" "" "" "" "" "" "" "" 15.511579897079892 5567.5282 5827.8786 152.90466648002888 5827.8786 6294.1778 58.84764547522195 7696.9612 8404.1817 2008hv "" "" "" +OBSERVED "" 71.75999999977648 1.613934019235738 3975.181 4008.2219 302.69204668020086 3975.181 4632.9951 279.1254918627516 4632.9951 5335.865 3.9940378319778396 5299.8204 5525.0992 103.94398139946735 5555.1364 5864.5193 195.4763944060437 5864.5193 6489.2925 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"" +CMFGEN 1.7 71.75999999977648 -1.5641651939981447 3954.155 4002.2145 262.43444501901786 3954.155 4626.9877 274.9684825573256 4626.9877 5248.7572 -2.5199490896389998 5248.7572 5501.0695 147.60401632060226 5552.1327 5882.5416 60.452307281600966 5882.5416 6200.9356 342.6321719215023 7867.9988 8781.1289 2008hv "" "" "" +OBSERVED "" 7.740000000223517 21.439770429205716 3942.1401 4095.3297 151.27643142522152 3942.1401 4602.9579 179.1609671830662 4602.9579 5200.6977 57.58709526021749 5200.6977 5549.1289 44.41934637811035 5558.1401 5867.523 110.75500258892191 5867.523 6300.0583 259.55179185706703 7877.0099 8657.9765 2008hv "" "" "" +CMFGEN 1.04 7.740000000223517 -4.2507215605530195 3999.2107 4149.3966 -68.58370551617254 4149.3966 4452.7721 805.1559247448213 4500.8316 5549.1289 157.51526487321433 5203.7014 5654.259 -2.4741324882658526 5654.259 5801.4412 251.3716449130658 5801.4412 6597.4263 462.64845715395836 7501.5453 8898.2739 2008hv "" "" "" +CMFGEN 1.02 7.740000000223517 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201.78825769866287 3939.1364 4587.9394 226.01430941115115 4587.9394 5230.7349 24.36848678323173 5230.7349 5510.0806 65.78608899162299 5552.1327 5846.497 135.1691443601367 5846.497 6393.1735 281.7624136146514 7624.6977 8697.0248 2008hv "" "" "" +CMFGEN 1.04 10.790000000037253 -4.2507215605530195 3999.2107 4149.3966 -68.58370551617254 4149.3966 4452.7721 805.1559247448213 4500.8316 5549.1289 157.51526487321433 5203.7014 5654.259 -2.4741324882658526 5654.259 5801.4412 251.3716449130658 5801.4412 6597.4263 462.64845715395836 7501.5453 8898.2739 2008hv "" "" "" +CMFGEN 1.02 10.790000000037253 6.912197186589968 3999.2107 4149.3966 -82.93107642253257 4149.3966 4452.7721 774.5444194106299 4500.8316 5549.1289 231.4471484689317 5152.6382 5630.2293 -1.600529864033824 5630.2293 5801.4412 196.51851386441822 5801.4412 6597.4263 454.3167098664453 7501.5453 8898.2739 2008hv "" "" "" +CMFGEN 1.4 10.790000000037253 17.224299494083862 3999.2107 4149.3966 -100.7131202031904 4149.3966 4452.7721 688.2239844690775 4500.8316 5549.1289 189.92769168634396 5155.642 5588.1773 50.23226432797853 5588.1773 5999.6866 54.743850903188175 5999.6866 6597.4263 339.86101241364446 7501.5453 8898.2739 2008hv "" "" "" +CMFGEN 1.7 10.790000000037253 11.303551793489431 3999.2107 4149.3966 112.43310199027779 4149.3966 4473.7981 637.3086768992148 4500.8316 5549.1289 41.84663932789677 5299.8204 5663.2702 -5.206827147879846 5663.2702 5801.4412 219.30486188640708 5801.4412 6582.4077 594.8731250585452 7501.5453 8847.2107 2008hv "" "" "" +OBSERVED "" 11.779999999795109 17.711354546459358 3936.1327 4056.2814 237.18493301844603 3936.1327 4611.9691 232.05484905888255 4611.9691 5239.746 13.324743819048626 5239.746 5504.0732 69.22880454862492 5552.1327 5882.5416 161.85245992096458 5882.5416 6474.2739 362.1198451732225 7789.9021 8712.0434 2008hv "" "" "" +CMFGEN 1.04 11.779999999795109 -4.2507215605530195 3999.2107 4149.3966 -68.58370551617254 4149.3966 4452.7721 805.1559247448213 4500.8316 5549.1289 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-5.206827147879846 5663.2702 5801.4412 219.30486188640708 5801.4412 6582.4077 594.8731250585452 7501.5453 8847.2107 2008hv "" "" "" +OBSERVED "" -6.180000000167638 "" "" "" "" "" "" "" "" "" "" "" "" 15.114802587732536 5559.7566 5866.7369 101.42776065715275 5866.7369 6340.8077 152.63577138652374 7716.3903 8481.8982 2008hv "" "" "" +CMFGEN 1.04 -6.180000000167638 "" "" "" "" "" "" "" "" "" "" "" "" -2.754358907270369 5653.0164 5800.6778 251.83901246379497 5800.6778 6597.2723 461.1153343765291 7502.6699 8897.6816 2008hv "" "" "" +CMFGEN 1.02 -6.180000000167638 "" "" "" "" "" "" "" "" "" "" "" "" -1.7345899217945115 5629.7014 5800.6778 197.14010009918616 5800.6778 6597.2723 452.46988412810117 7502.6699 8897.6816 2008hv "" "" "" +CMFGEN 1.4 -6.180000000167638 "" "" "" "" "" "" "" "" "" "" "" "" 49.88725921113854 5586.9573 5998.855 54.92833544917063 5998.855 6597.2723 338.0646482695827 7502.6699 8897.6816 2008hv "" "" "" +CMFGEN 1.7 -6.180000000167638 "" "" "" "" "" "" "" "" "" "" "" "" -3.7065136916007586 5672.4455 5800.6778 220.04267194940576 5800.6778 6581.729 592.3324671715644 7502.6699 8847.1659 2008hv "" "" "" +OBSERVED "" 23.77999999979511 1.2278138206502205 3956.6329 4007.2172 270.59772969542513 3956.6329 4624.8777 362.17253467865623 4624.8777 5463.5116 14.274298538458783 5293.1225 5511.4335 "" "" "" "" "" "" "" "" "" 2008hv 88.84137074371733 3679.7506 3956.6329 +CMFGEN 1.04 23.77999999979511 -0.37877111412699144 3999.2302 4039.1651 86.8712762097362 4039.1651 4502.4105 122.4005908456153 4502.4105 5088.1231 40.68637365528898 5152.019 5556.6931 "" "" "" "" "" "" "" "" "" 2008hv 146.2809424331371 3501.3745 4039.1651 +CMFGEN 1.02 23.77999999979511 -0.26056621508988836 3999.2302 4033.8405 96.33468106333362 4033.8405 4451.8262 132.9685958777393 4502.4105 5050.8504 40.21423370870677 5152.019 5527.4075 "" "" "" "" "" "" "" "" "" 2008hv 19.5529642179282 3799.5554 4033.8405 +CMFGEN 1.4 23.77999999979511 64.92428869853384 3900.724 4140.3337 196.76217739916635 3900.724 4507.7352 154.98858800541456 4507.7352 5050.8504 26.865056839146135 5152.019 5500.7842 "" "" "" "" "" "" "" "" "" 2008hv -15.68593700811674 3799.5554 3900.724 +CMFGEN 1.7 23.77999999979511 -0.44174913115483605 3999.2302 4036.5028 72.42836478471384 4036.5028 4451.8262 116.4761818023503 4502.4105 5109.4217 59.46790683133983 5152.019 5570.0047 "" "" "" "" "" "" "" "" "" 2008hv 141.5618236241523 3522.6731 4036.5028 +OBSERVED "" 56.700000000186265 "" "" "" "" "" "" 319.9565742835813 4646.8666 5520.522 8.417209043835298 5289.3673 5520.522 94.11945155541167 5551.4639 5837.222 213.66587185984946 5837.222 6492.3888 464.15335666976466 7719.0329 8810.2555 2008hv "" "" "" +CMFGEN 1.04 56.700000000186265 "" "" "" "" "" "" 238.38407538923713 4594.0832 5205.642 -5.432707025367566 5205.642 5500.5007 96.45693891019263 5551.4639 5853.6031 51.967282037680725 5853.6031 6213.9859 289.6919632990192 7836.7907 8708.1987 2008hv "" "" "" +CMFGEN 1.02 56.700000000186265 "" "" "" "" "" "" 291.75652577600255 4623.2051 5294.8277 -5.0120785666699925 5294.8277 5500.5007 70.95400411182527 5551.4639 5862.7036 187.30094524489022 5862.7036 6470.7999 504.26943902646553 7507.0688 8692.4976 2008hv "" "" "" +CMFGEN 1.4 56.700000000186265 "" "" "" "" "" "" 311.5443358990998 4623.2051 5294.8277 -0.24665831119905898 5294.8277 5500.5007 51.814227886502906 5551.4639 5869.9841 181.90297222390362 5869.9841 6470.7999 444.74155051799005 7640.5277 8688.5724 2008hv "" "" "" +CMFGEN 1.7 56.700000000186265 "" "" "" "" "" "" 268.68495675303467 4605.0039 5232.9437 0.9483934085856047 5232.9437 5500.5007 108.30339828672255 5551.4639 5871.8042 114.56094445475107 5871.8042 6243.1078 278.7513000538371 7879.9686 8753.3392 2008hv "" "" "" +OBSERVED "" -6.189999999944121 16.442534041225837 3930.0096 4079.1001 91.02027027531997 3930.0096 4489.0989 109.90834750131391 4507.7352 5093.4477 74.50374378917707 5175.9799 5617.9267 "" "" "" "" "" "" "" "" "" 2008hv 153.72117055030714 3501.3745 3930.0096 +CMFGEN 1.04 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3799.5554 4097.7364 +OBSERVED "" -1.1499999999068677 27.371508497357986 3933.4822 4098.8724 108.00785447985464 3933.4822 4512.3479 123.24808057781082 4512.3479 5099.0894 83.24729439459273 5193.5981 5674.0173 21.07319416224565 5674.0173 5888.6308 101.36617982343671 5888.6308 6333.6093 120.87001108510881 7788.6494 8511.2472 2008hv "" "" "" +CMFGEN 1.04 -1.1499999999068677 -4.134762548737927 3998.4569 4148.0957 -65.55531182578162 4148.0957 4451.3111 806.072293937028 4500.5343 5549.9747 156.25888034098145 5205.4117 5654.328 -2.50660639632704 5654.328 5800.0289 252.83526814540286 5800.0289 6599.415 463.42784456747177 7501.1855 8899.1266 2008hv "" "" "" +CMFGEN 1.02 -1.1499999999068677 7.115455753058714 3998.4569 4148.0957 -80.81500441785309 4148.0957 4451.3111 776.6024536217162 4500.5343 5549.9747 233.71428651611416 5150.2816 5628.7319 -1.9556812634891274 5628.7319 5800.0289 197.8572235124077 5800.0289 6599.415 454.79993143773265 7501.1855 8899.1266 2008hv "" "" "" +CMFGEN 1.4 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"" "" "" +CMFGEN 1.4 -2.129999999961001 "" "" "" "" "" "" "" "" "" "" "" "" 49.45083526027699 5590.178 5999.3752 58.73193646787101 5999.3752 6597.4326 346.3965412996735 7502.3879 8899.1668 2008ia "" "" "" +CMFGEN 1.7 -2.129999999961001 "" "" "" "" "" "" "" "" "" "" "" "" -3.9299163362728713 5672.8043 5802.6458 217.6457857835134 5802.6458 6581.6943 591.8200356999262 7502.3879 8848.0172 2008ia "" "" "" +OBSERVED "" 15.78000000018801 2.15563379040693 3997.6914 4034.1883 302.87329221963046 4034.1883 4697.2157 273.22723147657086 4697.2157 5393.6985 -18.355231011533213 5299.4148 5500.1479 141.23979853206114 5567.0589 5977.6493 168.20001787753472 5977.6493 6579.8484 405.0513867067519 7966.7314 8891.32 2008ia "" "" "" +CMFGEN 1.04 15.78000000018801 -3.588025838751884 3997.6914 4149.7619 -62.72091624797828 4149.7619 4450.8615 814.4097426796502 4502.5654 5548.8105 160.14341711533538 5205.1311 5655.2598 -2.5508512652104343 5655.2598 5801.2475 250.23448631266498 5801.2475 6598.0969 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"" +OBSERVED "" 58.74000000015076 22.187696825136385 3967.48858258094 4032.01407190239 365.39492202616066 3967.48858258094 4645.98387938526 354.6692331190585 4645.98387938526 5529.78755130328 20.348696288304314 5291.23877259974 5529.78755130328 91.2386198398473 5551.29604774376 5858.2809514852 215.36444983458918 5858.2809514852 6528.95497685661 481.9628679230598 7733.43077752364 8769.74924238326 2008ia "" "" "" +CMFGEN 1.04 58.74000000015076 -1.1150794385785845 3955.75667543159 4000.72898617078 197.22485064628327 3955.75667543159 4606.87752222075 236.71337087459233 4606.87752222075 5214.98137612894 2.6352997604191284 5214.98137612894 5521.96627987038 101.1386916127858 5551.29604774376 5858.2809514852 46.49015769123207 5858.2809514852 6212.19348382405 308.71610708961407 7839.01794186783 8709.13438877827 2008ia "" "" "" +CMFGEN 1.02 58.74000000015076 -2.7453243171229853 3940.11413256578 4000.72898617078 271.0400317936883 3940.11413256578 4626.430700803 288.57856548356983 4626.430700803 5302.9706797491 -5.780859914868667 5299.06004403265 5500.45778342989 71.92890692561696 5551.29604774376 5858.2809514852 187.65662967070736 5858.2809514852 6433.14440180355 468.130970604576 7686.50314892622 8695.44716377069 2008ia "" "" "" +CMFGEN 1.4 58.74000000015076 -3.2993358641752586 3930.33754327466 4000.72898617078 295.1160116141838 3930.33754327466 4626.430700803 311.10706047909036 4626.430700803 5302.9706797491 -0.801783584759864 5299.06004403265 5500.45778342989 59.35113230514366 5551.29604774376 5868.05754077633 190.83150855204954 5868.05754077633 6435.09971966178 457.4401329370163 7664.99465248574 8691.53652805424 2008ia "" "" "" +CMFGEN 1.7 58.74000000015076 -2.3373000591077893 3942.06945042401 4000.72898617078 210.91186569787675 3942.06945042401 4610.7881579372 269.0093914043239 4610.7881579372 5236.48987256942 -1.7073073687239244 5236.48987256942 5500.45778342989 118.00303143646562 5551.29604774376 5875.87881220923 104.18254690278509 5875.87881220923 6235.65729812276 285.2899993068397 7882.0349347488 8761.92797095036 2008ia "" "" "" +OBSERVED "" 27.80999999998312 "" "" "" "" "" "" "" "" "" "" "" "" 77.61371361523632 5621.6547 5975.7677 250.91722418019071 5975.7677 6554.1521 401.3053432371645 7970.604 8796.8675 2008ia "" "" "" +CMFGEN 1.04 27.80999999998312 "" "" "" "" "" "" "" "" "" "" "" "" 3.377481091809615 5578.3742 5802.6458 159.66732126422355 5802.6458 6302.3385 80.42535184132484 7758.1362 8434.8854 2008ia "" "" "" +CMFGEN 1.02 27.80999999998312 "" "" "" "" "" "" "" "" "" "" "" "" 20.948116122079572 5582.3088 5830.1879 169.10646225786022 5830.1879 6322.0114 77.33314954551619 7730.5941 8427.0162 2008ia "" "" "" +CMFGEN 1.4 27.80999999998312 "" "" "" "" "" "" "" "" "" "" "" "" 38.64224926300144 5562.6359 5841.9916 156.34162299481486 5841.9916 6318.0768 81.67242467404569 7762.0708 8430.9508 2008ia "" "" "" +CMFGEN 1.7 27.80999999998312 "" "" "" "" "" "" "" "" "" "" "" "" 7.389445443621849 5598.0472 5802.6458 139.78694562232624 5802.6458 6318.0768 88.52371263388804 7710.9211 8466.3621 2008ia "" "" "" +OBSERVED "" 60.729999999908614 "" "" "" "" "" "" 296.90118197679226 4699.4805 5512.0178 6.448850642283824 5270.6518 5512.0178 97.75239944706009 5675.9993 5970.7974 165.47606974987067 5970.7974 6597.702 390.73046220849847 7529.6346 8892.7599 2008ia "" "" "" +CMFGEN 1.04 60.729999999908614 "" "" "" "" "" "" 236.71286859412226 4618.411 5224.5896 7.434430724980681 5224.5896 5530.4427 106.04573527216036 5550.7101 5856.5631 41.21971865321477 5856.5631 6206.6359 322.1512859702194 7839.6165 8709.9501 2008ia "" "" "" +CMFGEN 1.02 60.729999999908614 "" "" "" "" "" "" 285.1949279206518 4627.6234 5309.3441 -5.852046696138367 5298.2892 5500.9629 72.93480936711111 5550.7101 5852.8782 185.38532750682137 5852.8782 6420.3645 474.3455651821514 7692.5738 8696.0407 2008ia "" "" "" +CMFGEN 1.4 60.729999999908614 "" "" "" "" "" "" 305.56172832889376 4627.6234 5307.5016 -0.8698918732552334 5298.2892 5500.9629 64.24514472798425 5550.7101 5862.0906 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-78.18153122828662 4149.1573 4451.08 784.0398700326455 4502.2991 5548.2455 233.17220025573522 5154.6678 5631.8134 -1.5724908162573081 5631.8134 5801.645 "" "" "" "" "" "" 2008ia 146.4600430789311 3758.2753 4097.9383 +CMFGEN 1.4 -2.1499999999796273 18.454611099702756 3998.196 4149.1573 -95.51166384226218 4149.1573 4451.08 700.259495336802 4502.2991 5548.2455 193.77854453291343 5154.6678 5588.6816 49.22387011040874 5588.6816 5998.4338 "" "" "" "" "" "" 2008ia 145.5561025428588 3760.971 4097.9383 +CMFGEN 1.7 -2.1499999999796273 12.114226595628324 3998.196 4149.1573 116.89360576948387 4149.1573 4472.6459 642.4492384248863 4502.2991 5548.2455 39.34301866117856 5297.5419 5672.2495 -3.9331432554133605 5672.2495 5801.645 "" "" "" "" "" "" 2008ia 83.75714702389963 3798.7114 4097.9383 +OBSERVED "" 2.9199999998527346 1.7881276143092812 3978.857 4028.6983 124.90341248411917 4028.6983 4628.7873 157.10918312181514 4628.7873 5320.5843 92.10505230149451 5222.8954 5697.3844 0.6851470273951421 5697.3844 5815.0099 135.74702028214065 5815.0099 6468.9275 172.13464098239092 7980.1152 8683.8741 2008ia "" "" "" +CMFGEN 1.04 2.9199999998527346 -3.5574527903496227 3998.7935 4148.3173 -63.966497235053104 4148.3173 4451.3523 816.4301235258242 4501.1936 5549.8542 161.27565737943718 5204.9525 5653.5241 -2.799446740352959 5653.5241 5801.0543 250.4921499466955 5801.0543 6598.5148 464.7828993367533 7501.6389 8899.1885 2008ia "" "" "" +CMFGEN 1.02 2.9199999998527346 7.685888415557876 3998.7935 4148.3173 -78.98291846128544 4148.3173 4451.3523 788.3350023957898 4501.1936 5549.8542 234.42699104965467 5153.1176 5631.5939 -1.6306091129484321 5631.5939 5801.0543 200.0115367720018 5801.0543 6598.5148 459.07542806636906 7501.6389 8899.1885 2008ia "" "" "" +CMFGEN 1.4 2.9199999998527346 17.959118300343423 3998.7935 4148.3173 -96.54952396095226 4148.3173 4451.3523 704.8968060057591 4501.1936 5549.8542 193.92504988746427 5155.1113 5587.7336 49.18035237991751 5587.7336 5998.4258 58.89991397481247 5998.4258 6598.5148 347.63440979993607 7501.6389 8899.1885 2008ia "" "" "" +CMFGEN 1.7 2.9199999998527346 11.902401342878655 3998.7935 4148.3173 117.11154438223781 4148.3173 4473.2825 647.5419177751935 4501.1936 5549.8542 39.677570494532084 5298.6542 5673.4606 -3.704521050740241 5673.4606 5801.0543 219.49246362244077 5801.0543 6582.5656 593.5745718498719 7501.6389 8847.3535 2008ia "" "" "" +OBSERVED "" 7.229999999872234 22.425883929736415 3952.5509 4078.9886 150.1096017343747 3952.5509 4549.7255 187.56975097718708 4549.7255 5224.7079 76.72476480698822 5224.7079 5582.6236 23.287424674927415 5582.6236 5874.4027 101.5623175366988 5874.4027 6343.1945 221.8347929886672 7813.7613 8595.7293 2009D "" "" "" +CMFGEN 1.04 7.229999999872234 -4.16254777656961 3999.2356 4149.0155 -63.63995300942713 4149.0155 4450.5206 806.4332289416799 4501.0957 5549.5553 156.68244351098704 5205.256 5654.5958 -2.4745871594192126 5654.5958 5800.4854 252.46305175370486 5800.4854 6599.9602 464.37837961240433 7500.585 8899.1796 2009D "" "" "" +CMFGEN 1.02 7.229999999872234 6.97424105263944 3999.2356 4149.0155 -78.73476048215215 4149.0155 4450.5206 776.5767861492939 4501.0957 5549.5553 232.1382282431969 5152.7357 5629.3083 -1.854229023427041 5629.3083 5800.4854 197.81233348558754 5800.4854 6599.9602 456.31970036843484 7500.585 8899.1796 2009D "" "" "" +CMFGEN 1.4 7.229999999872234 17.227472731717068 3999.2356 4149.0155 -96.36495683616178 4149.0155 4450.5206 690.4671464562787 4501.0957 5549.5553 190.733290181575 5154.6809 5588.4592 49.95791524358034 5588.4592 5998.8952 55.1522950951076 5998.8952 6599.9602 342.1447152755661 7500.585 8899.1796 2009D "" "" "" +CMFGEN 1.7 7.229999999872234 11.33469999548797 3999.2356 4149.0155 114.51613501610558 4149.0155 4471.9178 638.7749396099564 4501.0957 5549.5553 38.30671089992849 5298.6253 5672.1026 -3.7677556413939617 5672.1026 5800.4854 220.30101464721196 5800.4854 6582.4534 596.7683612847895 7500.585 8846.6594 2009D "" "" "" +OBSERVED "" -0.7399999998669955 10.138202756756812 3955.8808 4076.8594 96.066086366626 3955.8808 4510.8044 143.8973206212515 4510.8044 5110.4376 90.80911679384597 5220.8963 5691.6609 "" "" "" "" "" "" "" "" "" 2009D 124.39800274893601 3595.5749 3955.8808 +CMFGEN 1.04 -0.7399999998669955 -4.034962708785564 3997.9603 4147.8686 -63.44256926486819 4147.8686 4450.3151 807.2524199320129 4500.2845 5549.6426 156.61848783260567 5205.1165 5654.8414 "" "" "" "" "" "" "" "" "" 2009D 125.28170972362166 3774.4128 4097.8991 +CMFGEN 1.02 -0.7399999998669955 7.313564783966893 3997.9603 4147.8686 -78.71373962305043 4147.8686 4450.3151 777.4829920262148 4500.2845 5549.6426 232.57472453071674 5152.5171 5628.5417 "" "" "" "" "" "" "" "" "" 2009D 145.77568800668558 3756.003 4097.8991 +CMFGEN 1.4 -0.7399999998669955 17.733871004713592 3997.9603 4147.8686 -96.7737900551701 4147.8686 4450.3151 691.5112306927813 4500.2845 5549.6426 190.36882191668306 5155.1471 5589.0921 "" "" "" "" "" "" "" "" "" 2009D 143.53577084828564 3761.263 4097.8991 +CMFGEN 1.7 -0.7399999998669955 11.622263344385196 3997.9603 4147.8686 115.36955271658546 4147.8686 4471.3549 640.3771034695678 4500.2845 5549.6426 38.955019835860725 5299.7954 5673.2512 "" "" "" "" "" "" "" "" "" 2009D 82.5999875404323 3798.0825 4097.8991 +OBSERVED "" 78.12000000000262 3.035419490742038 3959.5032 4001.0441 346.9799033954731 3959.5032 4647.8955 335.80931798597425 4647.8955 5413.4353 8.329468936667652 5294.7469 5535.0908 113.86233456967068 5558.8285 5870.3853 235.3352894071127 5870.3853 6490.5318 653.4218222799547 7718.956 8707.0364 2009D "" "" "" +CMFGEN 1.04 78.12000000000262 -0.554647609906404 3965.4376 4001.0441 279.42775544943106 3965.4376 4650.8627 228.2164367026555 4650.8627 5202.7635 8.875055322729052 5202.7635 5535.0908 129.13089721336627 5552.894 5861.4837 42.95746319392255 5861.4837 6202.7126 393.08079328701047 7852.4804 8715.938 2009D "" "" "" +CMFGEN 1.02 78.12000000000262 -1.3572839325243404 3956.536 4001.0441 285.36551835977286 3956.536 4636.0267 289.58319979994394 4636.0267 5315.5174 2.8273209608735526 5297.7141 5523.2219 102.41158403721064 5552.894 5852.5821 161.27141663682755 5852.5821 6478.663 505.5052797828429 7704.12 8704.0691 2009D "" "" "" +CMFGEN 1.4 78.12000000000262 -1.7271150956915444 3950.6016 4001.0441 299.0485711520649 3950.6016 4636.0267 296.7988605681175 4636.0267 5315.5174 4.919887616089154 5297.7141 5517.2875 82.97185289963195 5552.894 5846.6476 188.0715396084028 5846.6476 6472.7286 504.74104535146995 7701.1528 8698.1347 2009D "" "" "" +CMFGEN 1.7 78.12000000000262 -0.9604077626550995 3959.5032 4001.0441 283.71210843720104 3959.5032 4636.0267 271.7208368137577 4636.0267 5247.2716 -1.3778623664854104 5247.2716 5502.4515 153.90567544524995 5552.894 5882.2541 58.35677949569553 5882.2541 6202.7126 377.2718239414525 7861.382 8790.1182 2009D "" "" "" +OBSERVED "" -4.759999999885622 12.152016463559995 3953.6629 4068.395 96.67330382521308 3953.6629 4502.0435 119.41690157642934 4502.0435 5095.1502 71.1718543747167 5192.3808 5668.8107 10.191045179380849 5668.8107 5882.718 77.28986220290679 5882.718 6296.9204 148.99682803566253 7757.3241 8449.606 2009D "" "" "" +CMFGEN 1.04 -4.759999999885622 -4.069790125512415 3998.3889 4148.1241 -65.74015041610035 4148.1241 4451.4836 806.4432857545197 4500.0989 5548.2448 158.16449134287976 5204.0484 5653.2538 -2.703326048754431 5653.2538 5801.0443 251.7614184969981 5801.0443 6598.3353 464.1602439617668 7500.6353 8898.8114 2009D "" "" "" +CMFGEN 1.02 -4.759999999885622 7.205654772102687 3998.3889 4148.1241 -80.91643226754242 4148.1241 4451.4836 774.7420394730299 4500.0989 5548.2448 231.3777070884585 5153.4885 5629.9185 -1.7087469912154423 5629.9185 5801.0443 197.22842927940195 5801.0443 6598.3353 456.29281897290616 7500.6353 8898.8114 2009D "" "" "" +CMFGEN 1.4 -4.759999999885622 17.562209080363406 3998.3889 4148.1241 -98.69168053417764 4148.1241 4451.4836 688.5585777830338 4500.0989 5548.2448 190.95737680090463 5155.4331 5587.137 49.973916227442906 5587.137 5999.3948 55.150118541454134 5999.3948 6598.3353 342.139550510442 7500.6353 8898.8114 2009D "" "" "" +CMFGEN 1.7 -4.759999999885622 11.52964247277522 3998.3889 4148.1241 114.89937044823296 4148.1241 4472.8743 637.4478002123209 4500.0989 5548.2448 41.71875919397999 5299.3344 5662.9769 -5.247458459106563 5662.9769 5801.0443 219.69717535530066 5801.0443 6582.7784 596.6861252733102 7500.6353 8846.3069 2009D "" "" "" +OBSERVED "" 29.229999999872234 1.1301507474898211 3962.4826 4001.4586 302.4428144328394 3962.4826 4638.7167 373.21297215630864 4638.7167 5484.4966 19.698651135384367 5289.6165 5525.4214 69.80568651069514 5550.7559 5858.6665 221.8138964250831 5858.6665 6517.3615 437.5594469139944 7686.6424 8614.272 2009D "" "" "" +CMFGEN 1.04 29.229999999872234 1.015566985355536 3937.1482 4015.1002 60.33810280076644 3937.1482 4539.3278 125.66241839753215 4539.3278 5123.9683 76.06550541504464 5151.2515 5591.6807 6.013465780757991 5591.6807 5800.2025 157.8573005969891 5800.2025 6293.2493 91.1649545100131 7791.8777 8450.5726 2009D "" "" "" +CMFGEN 1.02 29.229999999872234 20.20311364711439 3900.1209 4067.7179 94.80907368341678 4067.7179 4476.9662 131.2313577789578 4500.3518 5061.6067 88.4045631082781 5151.2515 5589.7319 19.861674708381234 5589.7319 5837.2297 166.56009110695658 5837.2297 6322.4813 91.90125308357811 7721.7208 8450.5726 2009D "" "" "" +CMFGEN 1.4 29.229999999872234 -1.2073983901640784 3999.5098 4061.8715 105.11854812699846 4061.8715 4471.1198 150.33398885265981 4500.3518 5055.7603 78.68466128557726 5151.2515 5576.0903 36.96144417912065 5576.0903 5850.8713 159.50147175299955 5850.8713 6320.5325 111.17837237061694 7747.0553 8444.7262 2009D "" "" "" +CMFGEN 1.7 29.229999999872234 15.954901681169751 3900.1209 4069.6667 70.6527038184277 4069.6667 4533.4814 129.7457314155297 4533.4814 5131.7635 90.15900759824271 5151.2515 5597.5271 7.6097158437534365 5597.5271 5800.2025 138.43717778964432 5800.2025 6314.6861 101.55117825534171 7739.2601 8479.8047 2009D "" "" "" +OBSERVED "" -0.7700000001277658 "" "" "" "" "" "" "" "" "" 75.58801431384181 5200.4462 5584.3058 9.45381503666224 5584.3058 5883.7162 82.2486014628141 5883.7162 6302.1232 177.90210175330634 7822.207 8543.863 2009D "" "" "" +CMFGEN 1.04 -0.7700000001277658 "" "" "" "" "" "" "" "" "" 157.95696238379293 5204.2848 5653.4005 -2.69947005095735 5653.4005 5803.1057 249.7988876196198 5803.1057 6597.695 460.0924366414812 7503.6036 8897.0138 2009D "" "" "" +CMFGEN 1.02 -0.7700000001277658 "" "" "" "" "" "" "" "" "" 230.5345639687406 5154.3831 5630.3689 -1.5320335921706634 5630.3689 5803.1057 195.49263408254382 5803.1057 6597.695 451.486456614553 7503.6036 8897.0138 2009D "" "" "" +CMFGEN 1.4 -0.7700000001277658 "" "" "" "" "" "" "" "" "" 193.82895383037228 5150.5445 5588.1444 49.95425197066894 5588.1444 5998.8741 55.30757628486795 5998.8741 6597.695 337.41119601679253 7503.6036 8897.0138 2009D "" "" "" +CMFGEN 1.7 -0.7700000001277658 "" "" "" "" "" "" "" "" "" 36.550353910733726 5296.4111 5672.5935 -3.885411647152568 5672.5935 5803.1057 217.3591840818488 5803.1057 6582.3406 590.188334332729 7503.6036 8847.1121 2009D "" "" "" +OBSERVED "" 0.16999999981635483 14.931636666111086 3940.45780093989 4082.19735511535 97.10054432391017 3940.45780093989 4510.06535510292 139.45367160413844 4510.06535510292 5112.78962753125 89.93632916430929 5151.20502071899 5695.6438690004 0.13608353847541993 5695.6438690004 5802.94203617994 98.25018849817343 5802.94203617994 6301.01747888994 "" "" "" 2009D "" "" "" +CMFGEN 1.04 0.16999999981635483 -4.193175718384781 3998.74322508681 4149.75546037654 -63.37195508532463 4149.75546037654 4450.4552622254 807.0077354504853 4500.79267398864 5549.93030863311 157.47246383916746 5204.19176994346 5654.57913835143 -2.482490977826423 5654.57913835143 5800.29269871872 252.41343668273063 5800.29269871872 6599.06794327758 "" "" "" 2009D "" "" "" +CMFGEN 1.02 0.16999999981635483 7.133480365272333 3998.74322508681 4149.75546037654 -78.31371800061254 4149.75546037654 4450.4552622254 777.640885050218 4500.79267398864 5549.93030863311 231.30600319309409 5153.85435818021 5629.41043246981 -1.8400545591356288 5629.41043246981 5800.29269871872 197.90688579004552 5800.29269871872 6599.06794327758 "" "" "" 2009D "" "" "" +CMFGEN 1.4 0.16999999981635483 17.64234215969547 3998.74322508681 4149.75546037654 -95.74325258586049 4149.75546037654 4450.4552622254 691.6016255082217 4500.79267398864 5549.93030863311 190.59476362708438 5155.17902691082 5588.34570182085 49.97988564742948 5588.34570182085 5998.99300831047 55.19200876059057 5998.99300831047 6599.06794327758 "" "" "" 2009D "" "" "" +CMFGEN 1.7 0.16999999981635483 11.534318075255912 3998.74322508681 4149.75546037654 113.53728243908749 4149.75546037654 4472.9746306458 640.1401583880184 4500.79267398864 5549.93030863311 41.65587101373542 5299.5679185475 5663.85181946572 -5.032270465608714 5663.85181946572 5800.29269871872 220.53580366112334 5800.29269871872 6583.17191851023 "" "" "" 2009D "" "" "" +OBSERVED "" 2.169999999816355 16.314152172588006 3954.20251095608 4089.43397910585 95.76257155475301 4089.43397910585 4503.08317579927 155.84491986630277 4503.08317579927 5120.9053734247 94.53330503134998 5222.9918738907 5698.9536098296 0.7734322533694784 5698.9536098296 5802.36590900296 103.56796439144793 5802.36590900296 6304.84361908887 "" "" "" 2009D "" "" "" +CMFGEN 1.04 2.169999999816355 -4.170089519464839 3999.279667006 4149.09492093663 -62.68894954158954 4149.09492093663 4450.05122750524 806.7682207762018 4500.43157838457 5549.13835589897 157.70276642441496 5204.43069198779 5653.87645377968 -2.5632732823342343 5653.87645377968 5801.04011029561 251.96130989710562 5801.04011029561 6599.17093212073 "" "" "" 2009D "" "" "" +CMFGEN 1.02 2.169999999816355 6.963519023564928 3999.279667006 4149.09492093663 -77.63564621903618 4149.09492093663 4450.05122750524 776.3065172319194 4500.43157838457 5549.13835589897 234.31149098805673 5150.07294498641 5628.68627834001 -1.9622167721451107 5628.68627834001 5801.04011029561 197.29839078319054 5801.04011029561 6599.17093212073 "" "" "" 2009D "" "" "" +CMFGEN 1.4 2.169999999816355 17.219645090650246 3999.279667006 4149.09492093663 -95.43368833950235 4149.09492093663 4450.05122750524 690.3309022246115 4500.43157838457 5549.13835589897 195.00050210050335 5150.07294498641 5587.58651841214 50.151887143550525 5587.58651841214 5999.90991639821 54.98858449721359 5999.90991639821 6599.17093212073 "" "" "" 2009D "" "" "" +CMFGEN 1.7 2.169999999816355 11.326452225741496 3999.279667006 4149.09492093663 114.28315806334425 4149.09492093663 4472.5898055302 639.000743869483 4500.43157838457 5549.13835589897 42.115997230275454 5299.88819891704 5663.15704473113 -5.214671659691714 5663.15704473113 5801.04011029561 219.70229847166763 5801.04011029561 6583.26134763252 "" "" "" 2009D "" "" "" +OBSERVED "" 45.270000000127766 4.729763201724875 3997.6041 4018.6217 341.7762035400687 3997.6041 4604.1112 296.9523057213552 4604.1112 5480.8444 25.748939852646295 5288.6837 5522.8795 117.79673626717212 5552.9046 5877.1758 188.59030682532668 5877.1758 6441.6478 507.53284157568373 7663.6697 8576.4329 2009F "" "" "" +CMFGEN 1.04 45.270000000127766 -1.9308854104198687 3925.5438 4000.6066 124.88657501907826 3925.5438 4544.061 237.47340973871798 4544.061 5195.6059 19.71164464474658 5195.6059 5501.8619 54.732191647191364 5552.9046 5862.1632 110.0799980570821 5862.1632 6237.4771 206.84783664277631 7894.863 8540.4028 2009F "" "" "" +CMFGEN 1.02 45.270000000127766 35.64655967055362 3913.5338 4147.7296 148.75008701896854 3913.5338 4571.0836 232.12555522960895 4571.0836 5207.6159 62.08386249778094 5207.6159 5612.9548 24.837479782829703 5612.9548 5862.1632 170.5655425297574 5862.1632 6360.58 275.21536399407483 7882.8529 8663.5057 2009F "" "" "" +CMFGEN 1.4 45.270000000127766 43.05428164470726 3913.5338 4135.7196 162.20836284817224 3913.5338 4559.0736 237.5640609160015 4559.0736 5213.6209 75.02553626907637 5213.6209 5606.9498 30.04741511828206 5606.9498 5877.1758 166.24723254442972 5877.1758 6366.585 279.0897991138627 7849.8253 8657.5007 2009F "" "" "" +CMFGEN 1.7 45.270000000127766 26.72692654599381 3913.5338 4147.7296 131.5844291677061 3913.5338 4559.0736 231.4343761921856 4559.0736 5201.6109 18.78553246789685 5201.6109 5501.8619 42.99280434768952 5552.9046 5865.1657 141.14254019725166 5865.1657 6273.5072 231.5035255591209 7924.8881 8675.5158 2009F "" "" "" +OBSERVED "" -5.700000000077125 21.07288468540194 3920.0437 4053.8581 202.80920985927457 3920.0437 4502.5301 91.44178723972539 4502.5301 5069.2737 33.28940797798492 5187.3453 5553.3672 42.97937405603976 5553.3672 5950.8748 84.54170033085686 5950.8748 6273.6038 257.7375851240254 7763.2736 8652.7461 2009F "" "" "" +CMFGEN 1.04 -5.700000000077125 -3.938058674180924 3998.7581 4148.3154 -65.03775721099632 4148.3154 4451.3658 809.7585451589431 4500.5623 5549.4315 158.41958223110092 5205.056 5653.728 -2.6378665289496888 5653.728 5801.3175 251.12030271009124 5801.3175 6598.3007 463.3818597723689 7501.5482 8898.7286 2009F "" "" "" +CMFGEN 1.02 -5.700000000077125 7.276351087213727 3998.7581 4148.3154 -80.1734041129384 4148.3154 4451.3658 780.096314024392 4500.5623 5549.4315 232.00471507952346 5153.8917 5630.1137 -1.7349060771643872 5630.1137 5801.3175 197.75391933280738 5801.3175 6598.3007 455.98984394929823 7501.5482 8898.7286 2009F "" "" "" +CMFGEN 1.4 -5.700000000077125 17.555246039565272 3998.7581 4148.3154 -97.8452208629335 4148.3154 4451.3658 694.8309492537455 4500.5623 5549.4315 190.77307744402745 5155.8595 5588.7887 49.59445547775013 5588.7887 5998.1035 56.447112619981176 5998.1035 6598.3007 342.63294164226005 7501.5482 8898.7286 2009F "" "" "" +CMFGEN 1.7 -5.700000000077125 11.579465451175624 3998.7581 4148.3154 115.434960829826 4148.3154 4473.0122 641.7583890039339 4500.5623 5549.4315 39.16541875529402 5299.5133 5673.4066 -3.654671706457126 5673.4066 5801.3175 219.29247089857276 5801.3175 6582.5578 594.3470523188464 7501.5482 8847.5642 2009F "" "" "" +OBSERVED "" 29.230000000090513 "" "" "" "" "" "" "" "" "" "" "" "" 99.16237162207806 5565.2915 5864.3799 195.15187093312667 5864.3799 6474.2096 504.2157515435022 7701.6375 8540.6389 2009F "" "" "" +CMFGEN 1.04 29.230000000090513 "" "" "" "" "" "" "" "" "" "" "" "" 5.98937816073392 5592.4814 5802.2317 157.83939558888247 5802.2317 6295.5334 91.88661571971915 7802.6284 8451.3008 2009F "" "" "" +CMFGEN 1.02 29.230000000090513 "" "" "" "" "" "" "" "" "" "" "" "" 19.745293321579535 5588.5971 5837.1901 166.51306127896788 5837.1901 6322.7233 91.96651201021723 7724.9431 8451.3008 2009F "" "" "" +CMFGEN 1.4 29.230000000090513 "" "" "" "" "" "" "" "" "" "" "" "" 36.97381843265984 5576.9443 5852.7271 159.46584001626243 5852.7271 6322.7233 111.25700819625824 7748.2487 8447.4165 2009F "" "" "" +CMFGEN 1.7 29.230000000090513 "" "" "" "" "" "" "" "" "" "" "" "" 7.563387526672106 5596.3656 5802.2317 138.5418356193402 5802.2317 6318.839 101.53544759986178 7740.4802 8482.3749 2009F "" "" "" +OBSERVED "" -1.6600000000398722 "" "" "" "" "" "" "" "" "" "" "" "" 46.217825532240184 5565.2915 5907.1069 104.36630411731713 5907.1069 6353.7974 282.80252843328526 7790.9756 8633.8613 2009F "" "" "" +CMFGEN 1.04 -1.6600000000398722 "" "" "" "" "" "" "" "" "" "" "" "" -2.508279772958849 5654.6296 5802.2317 250.4047868664781 5802.2317 6598.5061 460.6809259132671 7503.54 8897.9913 2009F "" "" "" +CMFGEN 1.02 -1.6600000000398722 "" "" "" "" "" "" "" "" "" "" "" "" -1.4528838719150716 5631.324 5802.2317 197.04335538001152 5802.2317 6598.5061 452.7084076832204 7503.54 8897.9913 2009F "" "" "" +CMFGEN 1.4 -1.6600000000398722 "" "" "" "" "" "" "" "" "" "" "" "" 49.324170329317376 5588.5971 5996.445 56.95986158272285 5996.445 6598.5061 339.3727560299642 7503.54 8897.9913 2009F "" "" "" +CMFGEN 1.7 -1.6600000000398722 "" "" "" "" "" "" "" "" "" "" "" "" -3.642079397153746 5674.0509 5802.2317 218.28646606861008 5802.2317 6582.9691 589.979547527937 7503.54 8847.4959 2009F "" "" "" +OBSERVED "" -0.780000000151631 34.8082595177001 3944.89508427598 4068.31954115283 248.28627714767987 3944.89508427598 4532.50282462449 206.80006005932273 4532.50282462449 5356.22691725917 7.604422876502303 5196.58006542932 5546.72988330823 47.81042977830048 5582.95227826122 5886.14713971959 119.08204047021286 5886.14713971959 6344.96414245747 "" "" "" 2009F "" "" "" +CMFGEN 1.04 -0.780000000151631 -4.027043777388578 3999.89946179718 4148.81375215948 -63.55166832370278 4148.81375215948 4450.6670434344 809.992785388856 4500.30514022183 5549.41302367512 158.5989240525828 5204.62948652999 5654.05549798376 -2.604624604030231 5654.05549798376 5800.28664797917 252.13599237010877 5800.28664797917 6599.86247731185 "" "" "" 2009F "" "" "" +CMFGEN 1.02 -0.780000000151631 6.9536076529735364 3999.89946179718 4148.81375215948 -78.6635676514295 4148.81375215948 4450.6670434344 780.2929360262686 4500.30514022183 5549.41302367512 232.25966342707977 5153.64981955911 5629.90723468177 -1.8125930066995015 5629.90723468177 5800.28664797917 198.7276167834923 5800.28664797917 6599.86247731185 "" "" "" 2009F "" "" "" +CMFGEN 1.4 -0.780000000151631 17.061230491630937 3999.89946179718 4148.81375215948 -96.26672350253034 4148.81375215948 4450.6670434344 695.0739296692313 4500.30514022183 5549.41302367512 191.56068412956748 5154.99138974255 5588.318558995 49.74741262542622 5588.318558995 5998.83903512889 56.18486083434164 5998.83903512889 6599.86247731185 "" "" "" 2009F "" "" "" +CMFGEN 1.7 -0.780000000151631 11.274672484551283 3999.89946179718 4148.81375215948 115.43232070535562 4148.81375215948 4472.13216636951 642.1599706977732 4500.30514022183 5549.41302367512 39.65082554962607 5299.88096955452 5672.83748055198 -3.6606024572767386 5672.83748055198 5800.28664797917 220.39473822218264 5800.28664797917 6583.76363511052 "" "" "" 2009F "" "" "" +OBSERVED "" 1.2100000000718865 21.502773986915045 3915.69802300862 4031.50862741105 271.1652056670731 3915.69802300862 4514.95056904446 217.81764946201884 4514.95056904446 5378.14356232305 -6.082297949046811 5293.3055614236 5554.55273879652 54.03031021169327 5554.55273879652 5889.86483758961 120.91527404308219 5889.86483758961 6350.41398532952 "" "" "" 2009F "" "" "" +CMFGEN 1.04 1.2100000000718865 -3.9792404175986458 3999.18938897316 4148.6658667484 -62.8775543836912 4148.6658667484 4450.31209216868 809.9755749668694 4500.13758476043 5549.16619905688 158.66203355333423 5204.4276557194 5654.20372398001 -2.555052388992019 5654.20372398001 5800.98693188542 251.63442743970296 5800.98693188542 6599.54144828824 "" "" "" 2009F "" "" "" +CMFGEN 1.02 1.2100000000718865 7.155321038372569 3999.18938897316 4148.6658667484 -77.94588932985594 4148.6658667484 4450.31209216868 779.926292772856 4500.13758476043 5549.16619905688 232.5212326131811 5153.25552819275 5629.9642951516 -1.7763972353690236 5629.9642951516 5800.98693188542 198.12920235620197 5800.98693188542 6599.54144828824 "" "" "" 2009F "" "" "" +CMFGEN 1.4 1.2100000000718865 17.368004818155878 3999.18938897316 4148.6658667484 -95.72966542186776 4148.6658667484 4450.31209216868 694.7657094801149 4500.13758476043 5549.16619905688 194.7342086857367 5150.56225832292 5588.21861216932 49.77561783306558 5588.21861216932 5998.94226731748 56.18504429462553 5998.94226731748 6599.54144828824 "" "" "" 2009F "" "" "" +CMFGEN 1.7 1.2100000000718865 11.468961727889262 3999.18938897316 4148.6658667484 114.9884915224451 4148.6658667484 4473.20488606219 641.8627388253968 4500.13758476043 5549.16619905688 38.57427432836184 5298.69210116325 5673.05661306878 -3.6829942495445045 5673.05661306878 5800.98693188542 219.65186724973537 5800.98693188542 6583.38182906929 "" "" "" 2009F "" "" "" +OBSERVED "" 34.19999999982974 "" "" "" "" "" "" 356.88469456561677 4603.8899 5502.5074 25.616378400265443 5291.068 5502.5074 103.95290985652795 5551.7218 5901.6905 118.11262195920159 5901.6905 6479.9468 477.0383713277097 7681.5132 8547.8955 2009F "" "" "" +CMFGEN 1.04 34.19999999982974 "" "" "" "" "" "" 142.1755686707096 4503.6384 5150.716 74.9183963912499 5150.716 5602.7589 13.456086552694462 5602.7589 5832.4258 146.4488576542039 5832.4258 6269.8867 149.87762267360245 7869.6868 8526.334 2009F "" "" "" +CMFGEN 1.02 34.19999999982974 "" "" "" "" "" "" 149.63096452897372 4507.2839 5099.6789 95.06328108189223 5156.1842 5617.3409 17.94442090624841 5617.3409 5837.8941 155.65282705456696 5837.8941 6331.8603 153.2685906536558 7779.5203 8536.1347 2009F "" "" "" +CMFGEN 1.4 34.19999999982974 "" "" "" "" "" "" 166.56991325552804 4501.8157 5088.7423 93.77758807960262 5159.8297 5608.2271 32.4457302772381 5608.2271 5874.3492 159.83919532169085 5874.3492 6331.8603 159.1316394903257 7755.9986 8520.4536 2009F "" "" "" +CMFGEN 1.7 34.19999999982974 "" "" "" "" "" "" 137.96250630994905 4509.1067 5148.8932 93.0111999515079 5150.716 5619.1637 12.741406985682566 5619.1637 5817.8438 137.60508482606065 5817.8438 6311.81 146.70682996867635 7852.0455 8534.1746 2009F "" "" "" +OBSERVED "" 9.969999999848369 37.141725942872014 3903.3958 4114.3217 226.91112561374746 3903.3958 4530.147 314.2670242143637 4530.147 5211.1363 16.813233855803592 5211.1363 5509.4458 30.195373151673135 5554.6442 5849.9405 134.8015123660083 5849.9405 6286.8584 299.52738079267124 7910.9877 8661.2813 2009Y "" "" "" +CMFGEN 1.04 9.969999999848369 -3.9401901370282 3999.8191 4147.4672 -66.1335510383663 4147.4672 4451.8031 809.5769440483672 4500.0148 5548.6178 158.17039320649545 5205.1099 5654.0807 -2.5714914474951014 5654.0807 5801.7288 250.4532777126473 5801.7288 6597.2208 464.0780141277439 7501.1889 8899.3262 2009Y "" "" "" +CMFGEN 1.02 9.969999999848369 6.938311832033718 3999.8191 4147.4672 -81.28921138572929 4147.4672 4451.8031 778.7498572814515 4500.0148 5548.6178 232.01619915267423 5153.885 5629.9749 -1.7435418644995329 5629.9749 5801.7288 197.29422690515358 5801.7288 6597.2208 456.4564280008164 7501.1889 8899.3262 2009Y "" "" "" +CMFGEN 1.4 9.969999999848369 16.841632252667424 3999.8191 4147.4672 -99.26350270262519 4147.4672 4451.8031 693.439145064098 4500.0148 5548.6178 192.30847886637537 5153.885 5587.7897 49.451474019037704 5587.7897 5997.5886 56.611750952276026 5997.5886 6597.2208 343.02806680699996 7501.1889 8899.3262 2009Y "" "" "" +CMFGEN 1.7 9.969999999848369 11.228597259049492 3999.8191 4147.4672 116.16155774368148 4147.4672 4472.8957 640.666021483237 4500.0148 5548.6178 38.69723740507816 5298.5199 5672.1601 -3.8740616623722794 5672.1601 5801.7288 218.82340318895223 5801.7288 6582.1546 595.0389006185502 7501.1889 8848.1013 2009Y "" "" "" +OBSERVED "" 11.009999999885622 41.77779475475154 3906.409 4108.2953 242.5061501779556 3906.409 4548.2264 328.3555360395002 4548.2264 5223.1892 18.152312516398826 5223.1892 5524.512 33.52107299329907 5563.6839 5849.9405 135.98684129964022 5849.9405 6286.8584 343.6731019624917 7880.8555 8579.9241 2009Y "" "" "" +CMFGEN 1.04 11.009999999885622 -3.9401901370282 3999.8191 4147.4672 -66.1335510383663 4147.4672 4451.8031 809.5769440483672 4500.0148 5548.6178 158.17039320649545 5205.1099 5654.0807 -2.5714914474951014 5654.0807 5801.7288 250.4532777126473 5801.7288 6597.2208 464.0780141277439 7501.1889 8899.3262 2009Y "" "" "" +CMFGEN 1.02 11.009999999885622 6.938311832033718 3999.8191 4147.4672 -81.28921138572929 4147.4672 4451.8031 778.7498572814515 4500.0148 5548.6178 232.01619915267423 5153.885 5629.9749 -1.7435418644995329 5629.9749 5801.7288 197.29422690515358 5801.7288 6597.2208 456.4564280008164 7501.1889 8899.3262 2009Y "" "" "" +CMFGEN 1.4 11.009999999885622 16.841632252667424 3999.8191 4147.4672 -99.26350270262519 4147.4672 4451.8031 693.439145064098 4500.0148 5548.6178 192.30847886637537 5153.885 5587.7897 49.451474019037704 5587.7897 5997.5886 56.611750952276026 5997.5886 6597.2208 343.02806680699996 7501.1889 8899.3262 2009Y "" "" "" +CMFGEN 1.7 11.009999999885622 11.228597259049492 3999.8191 4147.4672 116.16155774368148 4147.4672 4472.8957 640.666021483237 4500.0148 5548.6178 38.69723740507816 5298.5199 5672.1601 -3.8740616623722794 5672.1601 5801.7288 218.82340318895223 5801.7288 6582.1546 595.0389006185502 7501.1889 8848.1013 2009Y "" "" "" +OBSERVED "" 12.009999999885622 49.75473738894776 3906.409 4135.4143 255.3661139681013 3906.409 4554.2529 323.3676133885855 4554.2529 5214.1496 0.924282988236095 5214.1496 5503.4194 42.935136986598515 5551.631 5871.0331 136.54127650832453 5871.0331 6286.8584 489.1418372602325 7540.3608 8664.2945 2009Y "" "" "" +CMFGEN 1.04 12.009999999885622 -3.9401901370282 3999.8191 4147.4672 -66.1335510383663 4147.4672 4451.8031 809.5769440483672 4500.0148 5548.6178 158.17039320649545 5205.1099 5654.0807 -2.5714914474951014 5654.0807 5801.7288 250.4532777126473 5801.7288 6597.2208 464.0780141277439 7501.1889 8899.3262 2009Y "" "" "" +CMFGEN 1.02 12.009999999885622 6.938311832033718 3999.8191 4147.4672 -81.28921138572929 4147.4672 4451.8031 778.7498572814515 4500.0148 5548.6178 232.01619915267423 5153.885 5629.9749 -1.7435418644995329 5629.9749 5801.7288 197.29422690515358 5801.7288 6597.2208 456.4564280008164 7501.1889 8899.3262 2009Y "" "" "" +CMFGEN 1.4 12.009999999885622 16.841632252667424 3999.8191 4147.4672 -99.26350270262519 4147.4672 4451.8031 693.439145064098 4500.0148 5548.6178 192.30847886637537 5153.885 5587.7897 49.451474019037704 5587.7897 5997.5886 56.611750952276026 5997.5886 6597.2208 343.02806680699996 7501.1889 8899.3262 2009Y "" "" "" +CMFGEN 1.7 12.009999999885622 11.228597259049492 3999.8191 4147.4672 116.16155774368148 4147.4672 4472.8957 640.666021483237 4500.0148 5548.6178 38.69723740507816 5298.5199 5672.1601 -3.8740616623722794 5672.1601 5801.7288 218.82340318895223 5801.7288 6582.1546 595.0389006185502 7501.1889 8848.1013 2009Y "" "" "" +OBSERVED "" 76.96000000007189 1.06259904054668 3965.879 4001.5166 283.04715421663616 3965.879 4644.9738 303.54147229084845 4644.9738 5385.4446 0.3345260730169777 5294.3706 5565.6126 100.32796589072365 5565.6126 5890.311 226.00996389383076 5890.311 6559.5064 580.2649574656546 7523.7023 8757.1602 2009Y "" "" "" +CMFGEN 1.04 76.96000000007189 -0.6602969570204061 3963.8991 4001.5166 275.3750971928257 3963.8991 4650.9134 228.35164090470994 4650.9134 5205.2765 8.331758262788606 5205.2765 5535.9145 128.82773071507242 5551.7535 5860.6129 41.48332104290189 5860.6129 6201.1503 389.44959251648913 7852.3604 8715.583 2009Y "" "" "" +CMFGEN 1.02 76.96000000007189 -1.4743559966867519 3955.9797 4001.5166 284.56747863112435 3955.9797 4635.0745 288.3850779467052 4635.0745 5314.1693 2.164059597563608 5298.3303 5522.0555 101.24779212344997 5551.7535 5852.6935 162.0452057207301 5852.6935 6476.352 504.35217407313684 7705.8502 8703.7038 2009Y "" "" "" +CMFGEN 1.4 76.96000000007189 -1.8485695070023551 3950.0401 4001.5166 298.48734796536485 3950.0401 4635.0745 295.29207278071806 4635.0745 5314.1693 5.155030449017741 5298.3303 5516.1159 81.30633646478074 5551.7535 5846.7539 189.78411560417942 5846.7539 6470.4124 502.74420665984326 7701.8904 8697.7642 2009Y "" "" "" +CMFGEN 1.7 76.96000000007189 -1.1325982376936135 3957.9595 4001.5166 280.13354494466535 3957.9595 4633.0946 271.57371076007416 4633.0946 5248.8336 -2.599970267310063 5248.8336 5500.2769 154.08286612542392 5551.7535 5882.3915 57.94111607983419 5882.3915 6201.1503 371.11061334603005 7862.2598 8788.8381 2009Y "" "" "" +OBSERVED "" 30.040000000146392 "" "" "" "" "" "" 473.64222635598253 4581.1669 5529.4286 7.570631117818494 5299.2148 5529.4286 52.004990851020025 5560.4892 5856.4784 229.05367775992246 5856.4784 6532.5457 442.46363617647853 7745.6916 8746.4879 2009Y "" "" "" +CMFGEN 1.04 30.040000000146392 "" "" "" "" "" "" 125.94731026023742 4542.7979 5129.295 78.06542222018192 5151.2202 5597.031 7.205151153370348 5597.031 5801.6655 156.45259382144224 5801.6655 6293.1538 100.08968903805837 7832.2045 8463.3549 2009Y "" "" "" +CMFGEN 1.02 30.040000000146392 "" "" "" "" "" "" 133.79013633318834 4500.7748 5070.828 91.64480857885337 5151.2202 5591.5498 19.39516115055868 5591.5498 5845.5158 164.48027028590587 5845.5158 6324.2144 102.35500192918371 7731.9282 8469.2535 2009Y "" "" "" +CMFGEN 1.4 30.040000000146392 "" "" "" "" "" "" 150.80335516219043 4500.7748 5061.6926 84.2903327622102 5151.2202 5584.2414 36.28724156195154 5584.2414 5856.4784 160.4511137049792 5856.4784 6324.2144 120.35948402287086 7745.6916 8455.4901 2009Y "" "" "" +CMFGEN 1.7 30.040000000146392 "" "" "" "" "" "" 130.30019573729618 4537.3166 5134.7763 92.22188177876853 5151.2202 5600.6852 8.232292711188194 5600.6852 5801.6655 137.61321353959298 5801.6655 6315.0789 108.22570771204717 7759.455 8490.8818 2009Y "" "" "" +OBSERVED "" 13.020000000127766 53.12652784207408 3903.3958 4144.454 271.5431878288058 3903.3958 4545.2132 330.77495894949635 4545.2132 5238.2554 1.2248545710129395 5238.2554 5500.4061 51.65908999030151 5551.631 5868.0198 133.34822445513322 5868.0198 6292.8848 320.88920124263575 7892.9084 8709.4929 2009Y "" "" "" +CMFGEN 1.04 13.020000000127766 -3.9401901370282 3999.8191 4147.4672 -66.1335510383663 4147.4672 4451.8031 809.5769440483672 4500.0148 5548.6178 158.17039320649545 5205.1099 5654.0807 -2.5714914474951014 5654.0807 5801.7288 250.4532777126473 5801.7288 6597.2208 464.0780141277439 7501.1889 8899.3262 2009Y "" "" "" +CMFGEN 1.02 13.020000000127766 6.938311832033718 3999.8191 4147.4672 -81.28921138572929 4147.4672 4451.8031 778.7498572814515 4500.0148 5548.6178 232.01619915267423 5153.885 5629.9749 -1.7435418644995329 5629.9749 5801.7288 197.29422690515358 5801.7288 6597.2208 456.4564280008164 7501.1889 8899.3262 2009Y "" "" "" +CMFGEN 1.4 13.020000000127766 16.841632252667424 3999.8191 4147.4672 -99.26350270262519 4147.4672 4451.8031 693.439145064098 4500.0148 5548.6178 192.30847886637537 5153.885 5587.7897 49.451474019037704 5587.7897 5997.5886 56.611750952276026 5997.5886 6597.2208 343.02806680699996 7501.1889 8899.3262 2009Y "" "" "" +CMFGEN 1.7 13.020000000127766 11.228597259049492 3999.8191 4147.4672 116.16155774368148 4147.4672 4472.8957 640.666021483237 4500.0148 5548.6178 38.69723740507816 5298.5199 5672.1601 -3.8740616623722794 5672.1601 5801.7288 218.82340318895223 5801.7288 6582.1546 595.0389006185502 7501.1889 8848.1013 2009Y "" "" "" +OBSERVED "" 43.96999999984837 -1.6593068538006903 3909.4223 4008.8588 300.99634797253105 3909.4223 4617.5306 421.0247335371623 4617.5306 5548.6178 7.825422095991166 5298.5199 5560.6707 55.36974055691135 5560.6707 5852.9537 231.2663235808139 5852.9537 6542.9827 444.32295352782955 7748.2735 8742.6384 2009Y "" "" "" +CMFGEN 1.04 43.96999999984837 -1.556535383160211 3924.4884 4002.8323 117.82928825511141 3924.4884 4539.1867 231.84047896490983 4539.1867 5193.057 22.00132705824604 5193.057 5500.4061 32.1977091185807 5608.8823 5858.9802 115.18076831336414 5858.9802 6244.6732 202.9777639865137 7898.9348 8546.7786 2009Y "" "" "" +CMFGEN 1.02 43.96999999984837 33.30046268562581 3912.4355 4138.4275 132.53431901809898 3912.4355 4560.2793 220.36293418186125 4560.2793 5202.0967 70.58149849370943 5202.0967 5611.8955 23.78181729875915 5611.8955 5865.0066 167.549486296677 5865.0066 6359.1758 265.7347052661527 7874.829 8652.2416 2009Y "" "" "" +CMFGEN 1.4 43.96999999984837 41.8244478098833 3909.4223 4129.3878 148.9548758115228 3909.4223 4548.2264 227.9809006352443 4548.2264 5208.1231 79.92874357933457 5208.1231 5599.8426 29.14379876708504 5599.8426 5877.0595 163.85477392523921 5877.0595 6365.2023 268.99201095888947 7838.6703 8646.2151 2009Y "" "" "" +CMFGEN 1.7 43.96999999984837 24.419775183098384 3912.4355 4144.454 119.87574888139083 3912.4355 4551.2396 221.96255179590548 4551.2396 5196.0702 27.1562250596761 5196.0702 5515.4723 34.85229656610421 5551.631 5861.9934 140.75310141774025 5861.9934 6274.8055 226.38069931589348 7923.0407 8661.2813 2009Y "" "" "" +OBSERVED "" -4.050000000170257 0.31715660010575125 3993.1962 4017.233 109.39196536024926 4017.233 4468.5912 181.74594082964273 4500.6403 5117.5855 56.658617782306905 5152.3054 5542.2361 "" "" "" "" "" "" "" "" "" 2009Y -14.482422960390167 3798.2308 4017.233 +CMFGEN 1.04 -4.050000000170257 -3.9259195535370743 3998.5377 4148.1002 -67.78893443241785 4148.1002 4452.5666 808.2411870354655 4500.6403 5547.5777 157.46564870552442 5205.7206 5654.408 "" "" "" "" "" "" "" "" "" 2009Y 125.82119133985755 3774.194 4097.3558 +CMFGEN 1.02 -4.050000000170257 7.326058829524185 3998.5377 4148.1002 -82.43548007153133 4148.1002 4452.5666 776.0212433157765 4500.6403 5547.5777 232.99854904534016 5152.3054 5630.3712 "" "" "" "" "" "" "" "" "" 2009Y 144.66901065354597 3758.1694 4097.3558 +CMFGEN 1.4 -4.050000000170257 17.63569321678946 3998.5377 4148.1002 -100.4906519885776 4148.1002 4452.5666 690.5102380385192 4500.6403 5547.5777 191.85897123500675 5154.9761 5587.639 "" "" "" "" "" "" "" "" "" 2009Y 143.75178371795104 3760.8402 4097.3558 +CMFGEN 1.7 -4.050000000170257 11.625416758135284 3998.5377 4148.1002 115.87661784880414 4148.1002 4471.262 637.1066333642125 4500.6403 5547.5777 38.98198966953974 5299.1971 5673.1033 "" "" "" "" "" "" "" "" "" 2009Y 82.5212515096643 3798.2308 4097.3558 +OBSERVED "" -4.0399999999281135 0.3503096305199519 3998.2801 4020.0542 116.71390464283745 4020.0542 4469.3926 171.10972367472476 4516.8997 5063.2319 55.4287005914766 5150.3283 5500.6935 5.621703147966949 5552.1596 5813.4489 139.1099807919723 5813.4489 6304.3561 200.7695593205782 7707.7963 8432.2803 2009Y "" "" "" +CMFGEN 1.04 -4.0399999999281135 -3.950873952982918 3998.2801 4148.7193 -65.41490687429143 4148.7193 4451.5774 808.3027530988145 4501.064 5548.2007 159.44269238410706 5203.7739 5653.1123 -2.7866816897644076 5653.1123 5801.5721 251.1603901037721 5801.5721 6599.2963 463.1852463178593 7501.932 8899.4339 2009Y "" "" "" +CMFGEN 1.02 -4.0399999999281135 7.416025089284967 3998.2801 4148.7193 -80.40655951628669 4148.7193 4451.5774 776.9658260736953 4501.064 5548.2007 231.9496993599858 5154.2873 5629.3587 -1.8787044218184785 5629.3587 5801.5721 197.59520972758514 5801.5721 6599.2963 455.16614746187895 7501.932 8899.4339 2009Y "" "" "" +CMFGEN 1.4 -4.0399999999281135 17.897237340337874 3998.2801 4148.7193 -97.9656214901662 4148.7193 4451.5774 691.295930603312 4501.064 5548.2007 195.3637046526805 5150.3283 5587.79 49.89080271426344 5587.79 5999.5185 56.0315613219309 5999.5185 6599.2963 341.7460565559548 7501.932 8899.4339 2009Y "" "" "" +CMFGEN 1.7 -4.0399999999281135 11.716844039871349 3998.2801 4148.7193 114.74732293583762 4148.7193 4473.3515 637.9018268533503 4501.064 5548.2007 38.68699085603528 5298.7882 5672.9069 -3.743920360699993 5672.9069 5801.5721 219.0236425268379 5801.5721 6583.4605 593.60873254063 7501.932 8845.9883 2009Y "" "" "" +OBSERVED "" -4.030000000151631 "" "" "" "" "" "" "" "" "" "" "" "" 6.351035797404177 5561.7659 5822.9405 140.24599134922067 5822.9405 6290.716 201.7172333916505 7697.9405 8446.3813 2009Y "" "" "" +CMFGEN 1.04 -4.030000000151631 "" "" "" "" "" "" "" "" "" "" "" "" -2.485283519698685 5655.321 5803.4499 249.3450361793976 5803.4499 6598.6682 461.4601491443537 7503.0341 8898.5642 2009Y "" "" "" +CMFGEN 1.02 -4.030000000151631 "" "" "" "" "" "" "" "" "" "" "" "" -2.0817046786114854 5628.0341 5803.4499 196.03295195545763 5803.4499 6598.6682 453.4230106788634 7503.0341 8898.5642 2009Y "" "" "" +CMFGEN 1.4 -4.030000000151631 "" "" "" "" "" "" "" "" "" "" "" "" 49.69108617032663 5589.0528 5998.3563 56.32470089658833 5998.3563 6598.6682 340.043278969405 7503.0341 8898.5642 2009Y "" "" "" +CMFGEN 1.7 -4.030000000151631 "" "" "" "" "" "" "" "" "" "" "" "" -5.489305168281716 5663.1172 5803.4499 216.89811213239238 5803.4499 6583.0757 590.9890595385953 7503.0341 8847.8886 2009Y "" "" "" +OBSERVED "" -4.019999999909487 0.5403745762532984 3991.1358 4026.6155 107.4388256729352 4026.6155 4467.0982 176.32302184601116 4505.925 5105.7313 56.98589208914567 5150.5829 5545.5447 8.172368919884757 5560.9415 5822.0179 "" "" "" "" "" "" 2009Y "" "" "" +CMFGEN 1.04 -4.019999999909487 -4.094921208815384 3999.8384 4149.79 -62.79131051049831 4149.79 4450.3626 809.7415082475479 4500.5696 5549.5612 158.4594182904388 5204.8065 5653.9918 -2.604131876831172 5653.9918 5800.5963 "" "" "" "" "" "" 2009Y "" "" "" +CMFGEN 1.02 -4.019999999909487 6.980959112037571 3999.8384 4149.79 -77.66080666355718 4149.79 4450.3626 780.2395321739292 4500.5696 5549.5612 232.02426768427148 5153.93 5629.8924 -1.8022565377566035 5629.8924 5800.5963 "" "" "" "" "" "" 2009Y "" "" "" +CMFGEN 1.4 -4.019999999909487 17.249840252807758 3999.8384 4149.79 -95.08251944604586 4149.79 4450.3626 694.9283554656522 4500.5696 5549.5612 191.6497972572493 5155.2689 5587.7186 49.857780390707774 5587.7186 5999.416 "" "" "" "" "" "" 2009Y "" "" "" +CMFGEN 1.7 -4.019999999909487 11.35643069305953 3999.8384 4149.79 114.54554284066165 4149.79 4472.4537 641.9549359648781 4500.5696 5549.5612 39.65231800549192 5299.8651 5672.7358 -3.700837191391262 5672.7358 5800.5963 "" "" "" "" "" "" 2009Y "" "" "" +OBSERVED "" -5.0399999999281135 0.2729406280811886 3994.3628 4014.16 124.7754147423981 4014.16 4507.1123 181.39576770218858 4507.1123 5104.9901 49.1035296451946 5150.5238 5534.591 8.801970548402327 5550.4288 5821.6516 140.4897362503417 5821.6516 6288.8673 223.46773042467797 7508.3797 8432.9126 2009Y "" "" "" +CMFGEN 1.04 -5.0399999999281135 -3.957129354957464 3998.3222 4148.7815 -65.62123238753162 4148.7815 4451.6799 808.3815358749869 4501.1731 5548.4491 159.24699073904316 5203.9765 5653.3747 -2.7245621263048503 5653.3747 5801.8543 251.0002206159429 5801.8543 6599.6846 464.563077902454 7500.4608 8898.1486 2009Y "" "" "" +CMFGEN 1.02 -5.0399999999281135 7.40593747339645 3998.3222 4148.7815 -80.56025403479018 4148.7815 4451.6799 777.3814500848463 4501.1731 5548.4491 233.14220808918526 5152.5035 5629.618 -1.8123316044315678 5629.618 5801.8543 197.40275153600993 5801.8543 6599.6846 457.88747491808203 7500.4608 8898.1486 2009Y "" "" "" +CMFGEN 1.4 -5.0399999999281135 17.88609948354323 3998.3222 4148.7815 -98.11511146151636 4148.7815 4451.6799 691.7804340545089 4501.1731 5548.4491 194.86067013406333 5150.5238 5588.0437 49.9917931261693 5588.0437 5999.8271 55.94025496687535 5999.8271 6599.6846 344.5184661769827 7500.4608 8898.1486 2009Y "" "" "" +CMFGEN 1.7 -5.0399999999281135 11.709608351808974 3998.3222 4148.7815 114.56635386707217 4148.7815 4473.4569 638.3203158846295 4501.1731 5548.4491 38.78266496075638 5299.0034 5673.172 -3.7270875885068913 5673.172 5801.8543 218.67073358603 5801.8543 6583.8468 596.6708674058831 7500.4608 8846.6757 2009Y "" "" "" +OBSERVED "" -1.9999999998908606 "" "" "" "" "" "" 190.06029724153197 4529.6843 5115.3192 74.46762914692584 5151.8073 5551.3526 8.793264001352753 5551.3526 5801.2964 141.93733600835787 5801.2964 6288.4133 340.50364842218704 7535.938 8710.4337 2009Y "" "" "" +CMFGEN 1.04 -1.9999999998908606 "" "" "" "" "" "" 809.7806240397367 4500.4938 5549.5282 158.70622492069572 5204.7152 5653.5194 -2.682823249912958 5653.5194 5801.2964 253.42226110715552 5801.2964 6599.4891 464.90674558995295 7500.5261 8899.2974 2009Y "" "" "" +CMFGEN 1.02 -1.9999999998908606 "" "" "" "" "" "" 780.2315338258738 4500.4938 5549.5282 232.27039544183208 5153.6317 5629.8021 -1.7970239078738315 5629.8021 5801.2964 198.86864402263868 5801.2964 6599.4891 457.59101817638134 7500.5261 8899.2974 2009Y "" "" "" +CMFGEN 1.4 -1.9999999998908606 "" "" "" "" "" "" 694.9448492208667 4500.4938 5549.5282 191.5305273119617 5155.4561 5587.8407 49.61427081991496 5587.8407 5998.3324 54.614888210804054 5998.3324 6599.4891 344.1661191575353 7500.5261 8899.2974 2009Y "" "" "" +CMFGEN 1.7 -1.9999999998908606 "" "" "" "" "" "" 642.002165674984 4500.4938 5549.5282 39.14113485864277 5299.5843 5673.5879 -3.626069755981013 5673.5879 5801.2964 221.36056764082858 5801.2964 6583.7505 596.5608100672198 7500.5261 8846.1795 2009Y "" "" "" +OBSERVED "" 63.96000000007189 3.0168826040998815 3958.8352 4000.8977 304.000730628384 3958.8352 4640.8498 376.98073950457433 4640.8498 5548.1996 2.34658593775168 5298.8286 5581.2487 87.67045559544749 5581.2487 5863.6689 241.48495052173237 5863.6689 6554.6969 584.0474675721798 7732.449 8796.0312 2009Y 144.27481341031287 3640.3614 3958.8352 +CMFGEN 1.04 63.96000000007189 -0.9576089369103393 3958.8352 4000.8977 222.7021567074978 3958.8352 4625.8274 236.53574356009244 4625.8274 5226.7213 7.0605705189714465 5226.7213 5530.1728 110.71525242660411 5551.204 5857.6599 38.08492248821386 5857.6599 6200.1695 340.30932594336196 7840.6099 8708.9016 2009Y 120.31314122857704 3670.4061 3958.8352 +CMFGEN 1.02 63.96000000007189 -2.2956223536571163 3946.8173 4000.8977 271.5631335805676 3946.8173 4628.8319 282.4954298647726 4628.8319 5310.8465 -4.193995295764733 5298.8286 5500.1281 77.53619558691113 5551.204 5848.6465 183.07581023577137 5848.6465 6455.5494 480.9445393593037 7699.3998 8696.8837 2009Y 95.58052728232366 3682.424 3946.8173 +CMFGEN 1.4 63.96000000007189 -2.845950135186301 3937.8039 4000.8977 289.35767744500856 3937.8039 4628.8319 306.02274263203435 4628.8319 5485.1057 2.787059327792739 5298.8286 5500.1281 62.54620338629076 5551.204 5851.651 195.43922414708805 5851.651 6458.5539 472.0402388840226 7690.3864 8690.8748 2009Y 85.80340715305493 3676.415 3937.8039 +CMFGEN 1.7 63.96000000007189 -1.70308318925792 3949.8218 4000.8977 232.543935634017 3949.8218 4619.8185 271.44777039824424 4619.8185 5241.7437 -1.3999358327710467 5241.7437 5500.1281 135.32611087813552 5551.204 5878.6912 79.80857476115322 5878.6912 6221.2008 300.89726585557645 7873.659 8771.9954 2009Y 107.78392866917903 3679.4195 3949.8218 +OBSERVED "" 3.020000000127766 "" "" "" "" "" "" 235.65643226593494 4500.8118 5140.7347 72.57977104604252 5159.0706 5586.297 9.351111899174205 5586.297 5811.8285 144.3096064121305 5811.8285 6341.736 194.7322515479268 7876.2238 8648.4857 2009Y "" "" "" +CMFGEN 1.04 3.020000000127766 "" "" "" "" "" "" 809.5515623834501 4500.8118 5549.6252 158.30423623177714 5204.9103 5654.1398 -2.5695378260394826 5654.1398 5800.827 253.47526360342675 5800.827 6599.6277 462.89048113939293 7501.9132 8898.6827 2009Y "" "" "" +CMFGEN 1.02 3.020000000127766 "" "" "" "" "" "" 780.1469341164661 4500.8118 5549.6252 232.12819569522043 5153.5698 5630.3032 -1.710319391872251 5630.3032 5800.827 199.2510562962807 5800.827 6599.6277 455.31932514525744 7501.9132 8898.6827 2009Y "" "" "" +CMFGEN 1.4 3.020000000127766 "" "" "" "" "" "" 694.7995640067597 4500.8118 5549.6252 191.45013537666654 5155.4034 5588.1306 49.76374295056931 5588.1306 5998.8547 54.557036485651835 5998.8547 6599.6277 341.9459343874296 7501.9132 8898.6827 2009Y "" "" "" +CMFGEN 1.7 3.020000000127766 "" "" "" "" "" "" 641.664736171128 4500.8118 5549.6252 38.5396144057834 5298.4234 5672.4757 -3.757966728204627 5672.4757 5800.827 221.8449733962894 5800.827 6583.8672 593.5640958464753 7501.9132 8847.4613 2009Y "" "" "" +OBSERVED "" 67.94999999982974 0.8253138391504091 3938.7282 4001.8175 284.6482056523875 3938.7282 4638.7193 328.2942667539487 4638.7193 5410.8126 0.543879311051958 5299.6552 5564.0296 93.5209713929866 5564.0296 5870.4635 235.53622672066513 5870.4635 6543.4163 557.0877820866691 7754.1307 8763.56 2009Y 133.5074549839522 3641.307 3938.7282 +CMFGEN 1.04 67.94999999982974 -0.9508938954074341 3959.758 4001.8175 240.22070691329975 3959.758 4635.7151 233.2619280454913 4635.7151 5218.5404 5.213430267675481 5218.5404 5533.987 116.62733791543961 5552.0125 5858.4464 38.321162862066494 5858.4464 6200.9314 358.51875420900956 7844.2583 8712.4877 2009Y 122.60439558194498 3668.3453 3959.758 +CMFGEN 1.02 67.94999999982974 -2.0552245405418437 3950.7452 4001.8175 274.51268404490816 3950.7452 4629.7066 283.7978205269545 4629.7066 5311.6722 -3.457440569525815 5299.6552 5500.9402 84.67032333841728 5552.0125 5849.4337 177.91774401380175 5849.4337 6462.3015 491.075450247875 7703.0584 8700.4707 2009Y 98.55913670054363 3689.3751 3950.7452 +CMFGEN 1.4 67.94999999982974 -2.3252740612695915 3944.7367 4001.8175 289.9615027953404 3944.7367 4629.7066 310.92745002747 4629.7066 5503.9445 5.9252899964206245 5299.6552 5503.9445 63.43343395663879 5552.0125 5843.4252 196.82673970924836 5843.4252 6465.3057 481.50521868149167 7697.0499 8694.4622 2009Y 90.3550640534272 3683.3666 3944.7367 +CMFGEN 1.7 67.94999999982974 -1.513615669671412 3953.7494 4001.8175 248.87684180408093 3953.7494 4626.7023 274.9307611295618 4626.7023 5248.5829 -2.1400765990196966 5248.5829 5500.9402 142.7066686627375 5552.0125 5882.4805 64.44032360963992 5882.4805 6200.9314 323.2493916254966 7871.2966 8775.577 2009Y 110.1135547295317 3686.3708 3953.7494 +OBSERVED "" 7.360000000204309 17.080613032180356 3956.54932402687 4066.08994646088 173.60457825376642 3956.54932402687 4607.87194390476 199.31563623243875 4607.87194390476 5229.58899015183 69.31875104430338 5229.58899015183 5593.73754581083 38.48253009956736 5593.73754581083 5880.91161002972 122.95665237378198 5880.91161002972 6327.95577185499 248.17816893210352 7823.03724021105 8669.7566460523 2009aa "" "" "" +CMFGEN 1.04 7.360000000204309 -4.172539261961181 3997.99712711001 4148.98555262716 -64.6484197674206 4148.98555262716 4450.96240366145 804.9823921452823 4501.29187883383 5549.32918536461 160.72051646966645 5199.98341652102 5652.94869307246 -2.766397285825381 5652.94869307246 5800.97656122652 251.679788725125 5800.97656122652 6597.36649189539 464.112939380571 7500.33648763519 8897.71956300956 2009aa "" "" "" +CMFGEN 1.02 7.360000000204309 7.261378073108812 3997.99712711001 4148.98555262716 -79.79856803464972 4148.98555262716 4450.96240366145 774.684865983151 4501.29187883383 5549.32918536461 231.87018836330788 5152.61449871172 5629.26423416781 -1.8163009295674808 5629.26423416781 5800.97656122652 196.93133068888403 5800.97656122652 6597.36649189539 456.54367568289985 7500.33648763519 8897.71956300956 2009aa "" "" "" +CMFGEN 1.4 7.360000000204309 17.842907009046986 3997.99712711001 4148.98555262716 -97.34279733379903 4148.98555262716 4450.96240366145 688.2471892072233 4501.29187883383 5549.32918536461 190.1385631447166 5155.5750560748 5587.81643108467 50.109369836775926 5587.81643108467 5999.33390455297 54.86069680910457 5999.33390455297 6597.36649189539 342.1543004050634 7500.33648763519 8897.71956300956 2009aa "" "" "" +CMFGEN 1.7 7.360000000204309 11.616873290380823 3997.99712711001 4148.98555262716 114.2401257339096 4148.98555262716 4471.68630520302 637.0710123560532 4501.29187883383 5549.32918536461 40.64462104592782 5297.6818095027 5661.8303651617 -5.431426640878304 5661.8303651617 5800.97656122652 219.8137852174522 5800.97656122652 6582.56370507999 597.3175821057977 7500.33648763519 8847.39008783718 2009aa "" "" "" +OBSERVED "" 8.419999999794527 18.79204726636593 3950.6323 4063.1336 193.82460605690346 3950.6323 4598.995 216.74106996038478 4598.995 5235.5155 63.21519237942656 5235.5155 5593.7434 38.61246200581664 5593.7434 5877.9572 119.10959201009211 5877.9572 6298.3567 334.77716401665793 7672.0568 8643.1206 2009aa "" "" "" +CMFGEN 1.04 8.419999999794527 -4.172980032599636 3998.0013 4148.9899 -64.65673724131203 4148.9899 4450.967 804.9820980691027 4501.2965 5549.3349 160.71514800353842 5199.9888 5652.9546 -2.7646660143514135 5652.9546 5800.9826 251.6783947585687 5800.9826 6597.3733 464.1038152468685 7500.3443 8897.7288 2009aa "" "" "" +CMFGEN 1.02 8.419999999794527 7.260276824960824 3998.0013 4148.9899 -79.80562000079152 4148.9899 4450.967 774.6927088013458 4501.2965 5549.3349 231.86418241549669 5152.6198 5629.2701 -1.8148872067491602 5629.2701 5800.9826 196.92686964452014 5800.9826 6597.3733 456.52865630064764 7500.3443 8897.7288 2009aa "" "" "" +CMFGEN 1.4 8.419999999794527 17.841577424875315 3998.0013 4148.9899 -97.34792537692802 4148.9899 4450.967 688.2525807217246 4501.2965 5549.3349 190.13161099688625 5155.5804 5587.8222 50.11162683534434 5587.8222 5999.3401 54.85895274478264 5999.3401 6597.3733 342.1383819130898 7500.3443 8897.7288 2009aa "" "" "" +CMFGEN 1.7 8.419999999794527 11.616090056711043 3998.0013 4148.9899 114.23687988268186 4148.9899 4471.6909 637.0767425394664 4501.2965 5549.3349 40.646297891750116 5297.6873 5661.8362 -5.4310901381174235 5661.8362 5800.9826 219.8074920660692 5800.9826 6582.5705 597.3017474441932 7500.3443 8847.3993 2009aa "" "" "" +OBSERVED "" 9.389999999999418 18.286729141997817 3953.5929 4063.1336 216.80095471478296 3953.5929 4598.995 223.3205563143062 4598.995 5250.3183 48.13877730123955 5250.3183 5570.0589 46.11915172710376 5570.0589 5886.8388 123.16179437155834 5886.8388 6330.9229 285.19179501241905 7781.5975 8752.6613 2009aa "" "" "" +CMFGEN 1.04 9.389999999999418 -4.172980032599636 3998.0013 4148.9899 -64.65673724131203 4148.9899 4450.967 804.9820980691027 4501.2965 5549.3349 160.71514800353842 5199.9888 5652.9546 -2.7646660143514135 5652.9546 5800.9826 251.6783947585687 5800.9826 6597.3733 464.1038152468685 7500.3443 8897.7288 2009aa "" "" "" +CMFGEN 1.02 9.389999999999418 7.260276824960824 3998.0013 4148.9899 -79.80562000079152 4148.9899 4450.967 774.6927088013458 4501.2965 5549.3349 231.86418241549669 5152.6198 5629.2701 -1.8148872067491602 5629.2701 5800.9826 196.92686964452014 5800.9826 6597.3733 456.52865630064764 7500.3443 8897.7288 2009aa "" "" "" +CMFGEN 1.4 9.389999999999418 17.841577424875315 3998.0013 4148.9899 -97.34792537692802 4148.9899 4450.967 688.2525807217246 4501.2965 5549.3349 190.13161099688625 5155.5804 5587.8222 50.11162683534434 5587.8222 5999.3401 54.85895274478264 5999.3401 6597.3733 342.1383819130898 7500.3443 8897.7288 2009aa "" "" "" +CMFGEN 1.7 9.389999999999418 11.616090056711043 3998.0013 4148.9899 114.23687988268186 4148.9899 4471.6909 637.0767425394664 4501.2965 5549.3349 40.646297891750116 5297.6873 5661.8362 -5.4310901381174235 5661.8362 5800.9826 219.8074920660692 5800.9826 6582.5705 597.3017474441932 7500.3443 8847.3993 2009aa "" "" "" +OBSERVED "" 10.439999999813153 16.240832179618792 3956.5534 4054.2519 231.88933086165656 3956.5534 4613.7978 230.99256234801203 4613.7978 5247.3578 31.497407363643326 5247.3578 5543.4138 53.371567847733246 5558.2166 5874.9966 130.2909906686533 5874.9966 6354.6074 283.7574941909754 7823.0454 8672.7262 2009aa "" "" "" +CMFGEN 1.04 10.439999999813153 -4.172980032599636 3998.0013 4148.9899 -64.65673724131203 4148.9899 4450.967 804.9820980691027 4501.2965 5549.3349 160.71514800353842 5199.9888 5652.9546 -2.7646660143514135 5652.9546 5800.9826 251.6783947585687 5800.9826 6597.3733 464.1038152468685 7500.3443 8897.7288 2009aa "" "" "" +CMFGEN 1.02 10.439999999813153 7.260276824960824 3998.0013 4148.9899 -79.80562000079152 4148.9899 4450.967 774.6927088013458 4501.2965 5549.3349 231.86418241549669 5152.6198 5629.2701 -1.8148872067491602 5629.2701 5800.9826 196.92686964452014 5800.9826 6597.3733 456.52865630064764 7500.3443 8897.7288 2009aa "" "" "" +CMFGEN 1.4 10.439999999813153 17.841577424875315 3998.0013 4148.9899 -97.34792537692802 4148.9899 4450.967 688.2525807217246 4501.2965 5549.3349 190.13161099688625 5155.5804 5587.8222 50.11162683534434 5587.8222 5999.3401 54.85895274478264 5999.3401 6597.3733 342.1383819130898 7500.3443 8897.7288 2009aa "" "" "" +CMFGEN 1.7 10.439999999813153 11.616090056711043 3998.0013 4148.9899 114.23687988268186 4148.9899 4471.6909 637.0767425394664 4501.2965 5549.3349 40.646297891750116 5297.6873 5661.8362 -5.4310901381174235 5661.8362 5800.9826 219.8074920660692 5800.9826 6582.5705 597.3017474441932 7500.3443 8847.3993 2009aa "" "" "" +OBSERVED "" 41.36000000020431 2.2424483112216125 3983.1985 4000.9618 283.6091938472789 3983.1985 4634.5218 380.8070836405634 4634.5218 5519.7293 27.189768589547896 5297.6873 5519.7293 70.4025712874634 5561.1772 5809.8643 249.87819338802183 5809.8643 6493.7537 474.09386196584967 7683.899 8764.5036 2009aa "" "" "" +CMFGEN 1.04 41.36000000020431 -1.0216290833885533 3915.1056 4000.9618 102.65891646104595 3915.1056 4530.9022 213.23660132163164 4530.9022 5182.2254 27.412021931769214 5182.2254 5504.9265 21.168091349043156 5623.349 5854.2727 122.96697588160725 5854.2727 6250.9878 196.20258425416156 7894.0988 8548.3827 2009aa "" "" "" +CMFGEN 1.02 41.36000000020431 29.938686934803343 3906.2239 4122.3448 106.97123972638393 3906.2239 4542.7444 195.80384334216126 4542.7444 5188.1466 82.21832920354746 5188.1466 5599.6645 21.11656082238344 5599.6645 5860.1938 162.75138136922874 5860.1938 6360.5285 258.9628581682822 7500.3443 8628.3178 2009aa "" "" "" +CMFGEN 1.4 41.36000000020431 39.90823206103914 3903.2633 4119.3843 129.4694320877299 3903.2633 4533.8627 210.63034717485976 4533.8627 5194.0677 84.51983512092187 5194.0677 5581.9011 27.239286056175985 5581.9011 5874.9966 160.4524124545406 5874.9966 6354.6074 243.79862351845043 7823.0454 8622.3967 2009aa "" "" "" +CMFGEN 1.7 41.36000000020431 18.891651497470896 3906.2239 4125.3054 97.5327338852978 3906.2239 4536.8233 198.42202031111793 4536.8233 5185.186 67.46297667317546 5185.186 5623.349 18.916109907160603 5623.349 5854.2727 140.46274154250753 5854.2727 6280.5934 218.75488150462482 7882.2566 8622.3967 2009aa "" "" "" +OBSERVED "" -1.7900000001682201 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 114.34504107329244 7933.20631500134 8540.66231203504 2009aa "" "" "" +CMFGEN 1.04 -1.7900000001682201 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 462.4359255450419 7501.79648271309 8898.55836124278 2009aa "" "" "" +CMFGEN 1.02 -1.7900000001682201 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 453.8805085310556 7501.79648271309 8898.55836124278 2009aa "" "" "" +CMFGEN 1.4 -1.7900000001682201 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 339.4555559353071 7501.79648271309 8898.55836124278 2009aa "" "" "" +CMFGEN 1.7 -1.7900000001682201 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 594.3778028693064 7501.79648271309 8846.32488379084 2009aa "" "" "" +OBSERVED "" -6.580000000205473 "" "" "" "" "" "" "" "" "" 86.80216350107042 5188.7951 5594.7746 30.70048714517308 5594.7746 5897.3443 92.82039181406732 5897.3443 6307.1538 192.95314134876637 7731.9122 8532.3812 2009aa "" "" "" +CMFGEN 1.04 -6.580000000205473 "" "" "" "" "" "" "" "" "" 157.97661407988247 5204.1151 5652.2245 -2.9425519453428994 5652.2245 5801.5944 251.46946360730007 5801.5944 6598.2335 461.81275719746077 7502.1124 8896.2308 2009aa "" "" "" +CMFGEN 1.02 -6.580000000205473 "" "" "" "" "" "" "" "" "" 230.63658045302657 5154.3251 5629.2446 -1.7987054519633916 5629.2446 5801.5944 196.4893637699937 5801.5944 6598.2335 453.7198666745015 7502.1124 8896.2308 2009aa "" "" "" +CMFGEN 1.4 -6.580000000205473 "" "" "" "" "" "" "" "" "" 194.000290585373 5150.4951 5587.1146 49.54888819821903 5587.1146 5996.9242 55.426523691964476 5996.9242 6598.2335 339.4158580461848 7502.1124 8896.2308 2009aa "" "" "" +CMFGEN 1.7 -6.580000000205473 "" "" "" "" "" "" "" "" "" 41.79554842229428 5299.8649 5663.7145 -5.14965160621084 5663.7145 5801.5944 219.1561677347025 5801.5944 6582.9135 593.6705648157114 7502.1124 8846.4409 2009aa "" "" "" +OBSERVED "" -7.619999999777065 25.84788470925573 3930.3686 4084.0265 114.47527869269513 3930.3686 4517.7697 112.57491089988085 4517.7697 5198.5326 80.96967689580232 5198.5326 5603.1002 31.460397683281087 5603.1002 5947.3717 84.06127370498626 5947.3717 6309.1486 135.9307625669031 7754.3109 8530.3806 2009aa "" "" "" +CMFGEN 1.04 -7.619999999777065 -4.136446841966607 3998.4449 4148.2127 -66.20325364137412 4148.2127 4451.6384 805.4831767966193 4500.2644 5548.6392 157.40993739000464 5204.3677 5653.6712 -2.5850842209202716 5653.6712 5801.494 251.74212727652372 5801.494 6598.9591 463.4755654296273 7501.4561 8899.9376 2009aa "" "" "" +CMFGEN 1.02 -7.619999999777065 7.1271830441604616 3998.4449 4148.2127 -81.32385644301402 4148.2127 4451.6384 774.1744929214444 4500.2644 5548.6392 231.3585504026404 5153.7967 5628.3857 -1.9818566300376823 5628.3857 5801.494 196.63085078404848 5801.494 6598.9591 454.2517305361393 7501.4561 8899.9376 2009aa "" "" "" +CMFGEN 1.4 -7.619999999777065 17.481017232789526 3998.4449 4148.2127 -99.10401561185924 4148.2127 4451.6384 687.806405077875 4500.2644 5548.6392 190.22893522818305 5155.7418 5587.5399 50.21350939698387 5587.5399 5999.8877 54.63653644409093 5999.8877 6598.9591 339.7265517385896 7501.4561 8899.9376 2009aa "" "" "" +CMFGEN 1.7 -7.619999999777065 11.467237594324539 3998.4449 4148.2127 114.41602340550006 4148.2127 4473.0338 637.2729052354251 4500.2644 5548.6392 41.71978212958793 5299.6745 5663.3964 -5.196296099871517 5663.3964 5801.494 219.25830149518492 5801.494 6583.3988 595.035316850928 7501.4561 8847.4216 2009aa "" "" "" +OBSERVED "" -6.6000000002240995 22.628222372860737 3941.7698 4080.8459 120.62354664639793 3941.7698 4526.9391 104.66028084538522 4526.9391 5104.2362 90.59531960630957 5159.3419 5618.5555 "" "" "" "" "" "" "" "" "" 2009aa 90.93982986889662 3574.3989 3941.7698 +CMFGEN 1.04 -6.6000000002240995 -4.2378346902740835 3999.4995 4149.0719 -64.40823652548316 4149.0719 4450.8409 804.3946593725084 4500.6984 5547.7054 157.96585366417884 5203.9512 5652.6685 "" "" "" "" "" "" "" "" "" 2009aa 125.8558901651955 3773.8288 4099.2145 +CMFGEN 1.02 -6.6000000002240995 6.833618005127662 3999.4995 4149.0719 -79.53429403599802 4149.0719 4450.8409 771.8172317580381 4500.6984 5547.7054 230.8884151992949 5154.0937 5629.0518 "" "" "" "" "" "" "" "" "" 2009aa 145.25262589893535 3758.0843 4099.2145 +CMFGEN 1.4 -6.6000000002240995 17.035077755621476 3999.4995 4149.0719 -97.07391756212085 4149.0719 4450.8409 685.2818118844427 4500.6984 5547.7054 191.13621637332855 5154.0937 5587.0666 "" "" "" "" "" "" "" "" "" 2009aa 144.86705724328493 3760.7084 4099.2145 +CMFGEN 1.7 -6.6000000002240995 11.213232926697579 3999.4995 4149.0719 114.16894588239275 4149.0719 4471.8335 634.2451067167434 4500.6984 5547.7054 40.76258900750167 5298.418 5663.1648 "" "" "" "" "" "" "" "" "" 2009aa 84.66581468964738 3794.8214 4099.2145 +OBSERVED "" -4.6000000002240995 "" "" "" "" "" "" 130.92436994165203 4529.3685 5196.1695 83.58348850615292 5196.1695 5638.9111 24.299150958510275 5638.9111 5900.6126 97.23508501455986 5900.6126 6393.2947 99.63208727419425 7646.076 8558.5956 2009aa "" "" "" +CMFGEN 1.04 -4.6000000002240995 "" "" "" "" "" "" 805.5331914019266 4500.6889 5549.2873 156.98484760998704 5205.1319 5653.2509 -2.715244631936014 5653.2509 5800.2339 249.59547448518958 5800.2339 6598.225 463.469295734046 7501.0781 8898.8572 2009aa "" "" "" +CMFGEN 1.02 -4.6000000002240995 "" "" "" "" "" "" 775.1476934321533 4500.6889 5549.2873 231.237607653797 5153.1501 5629.9487 -1.703664902202654 5629.9487 5800.2339 196.9906014936888 5800.2339 6598.225 455.0765380949871 7501.0781 8898.8572 2009aa "" "" "" +CMFGEN 1.4 -4.6000000002240995 "" "" "" "" "" "" 688.8385762413436 4500.6889 5549.2873 190.19407488383928 5154.9426 5588.7218 50.11590174587293 5588.7218 5999.1988 54.45613246397121 5999.1988 6598.225 340.6286027526241 7501.0781 8898.8572 2009aa "" "" "" +CMFGEN 1.7 -4.6000000002240995 "" "" "" "" "" "" 638.0275497355003 4500.6889 5549.2873 40.42445550787725 5298.3407 5664.0058 -4.990977633891743 5664.0058 5800.2339 219.54412431284305 5800.2339 6582.7586 595.9164263525923 7501.0781 8846.658 2009aa "" "" "" +OBSERVED "" 28.389999999999418 "" "" "" "" "" "" 403.7322848339227 4628.1399 5495.2935 29.363587404501907 5296.0097 5507.861 60.76586697216682 5552.7447 5861.5448 230.35265481608843 5861.5448 6508.6797 420.5351665539051 7685.1965 8674.3206 2009aa "" "" "" +CMFGEN 1.04 28.389999999999418 "" "" "" "" "" "" 125.29630682851825 4532.9863 5120.0655 65.11608116197306 5150.5865 5504.2703 4.653596252598637 5585.061 5800.5029 150.47468612025204 5800.5029 6245.7495 84.60288859487969 7768.2675 8436.699 2009aa "" "" "" +CMFGEN 1.02 28.389999999999418 "" "" "" "" "" "" 128.60553629102128 4500.6701 5053.6376 83.63187746216188 5150.5865 5583.2656 20.5055122745618 5583.2656 5832.8192 166.2913447501054 5832.8192 6373.4479 84.42457265990437 7723.8342 8438.6309 2009aa "" "" "" +CMFGEN 1.4 28.389999999999418 "" "" "" "" "" "" 149.91892318047408 4500.6701 5050.0469 71.88309993967184 5150.5865 5567.1075 37.86651243570097 5567.1075 5845.3866 155.48889535465355 5845.3866 6373.4479 95.69407726354372 7750.8805 8434.7671 2009aa "" "" "" +CMFGEN 1.7 28.389999999999418 "" "" "" "" "" "" 128.56563650965165 4527.6003 5129.0423 87.65399921104675 5150.5865 5595.8331 7.3475328502569495 5595.8331 5800.5029 140.49147755590076 5800.5029 6373.4479 94.1664226575856 7716.1067 8469.541 2009aa "" "" "" +OBSERVED "" -1.5200000001495937 "" "" "" "" "" "" 135.9367531762605 4520.803 5212.1092 75.15995930367572 5212.1092 5546.9606 25.326232798526185 5676.5806 5916.0173 "" "" "" "" "" "" 2009aa "" "" "" +CMFGEN 1.04 -1.5200000001495937 "" "" "" "" "" "" 804.8776184839476 4501.0 5548.7609 157.1791986092222 5204.9081 5653.177 -2.7140784542153833 5653.177 5800.7996 "" "" "" "" "" "" 2009aa "" "" "" +CMFGEN 1.02 -1.5200000001495937 "" "" "" "" "" "" 773.766163440917 4501.0 5548.7609 231.62121974208236 5152.7001 5629.7734 -1.7193041795300308 5629.7734 5800.7996 "" "" "" "" "" "" 2009aa "" "" "" +CMFGEN 1.4 -1.5200000001495937 "" "" "" "" "" "" 687.3392086852479 4501.0 5548.7609 190.52135986996433 5154.5004 5588.367 50.01734423464352 5588.367 5998.8301 "" "" "" "" "" "" 2009aa "" "" "" +CMFGEN 1.7 -1.5200000001495937 "" "" "" "" "" "" 636.2514434690479 4501.0 5548.7609 40.56343268316828 5298.5225 5663.9786 -5.049960432143068 5663.9786 5800.7996 "" "" "" "" "" "" 2009aa "" "" "" +OBSERVED "" 0.4799999998504063 "" "" "" "" "" "" 148.90086333084957 4528.5313 5209.6201 81.0240337903496 5209.6201 5555.57 24.050925496874324 5555.57 5917.7363 100.46203937266374 5917.7363 6391.3741 163.35907754258076 7944.5067 8769.4874 2009aa "" "" "" +CMFGEN 1.04 0.4799999998504063 "" "" "" "" "" "" 804.1212393806907 4501.5039 5548.3627 156.97646398358182 5204.2147 5654.6703 -2.443629781923065 5654.6703 5800.6179 249.84398495996854 5800.6179 6598.5875 463.6894842527922 7501.0312 8899.2379 2009aa "" "" "" +CMFGEN 1.02 0.4799999998504063 "" "" "" "" "" "" 772.4922366277294 4501.5039 5548.3627 233.58488727954887 5150.16 5629.4447 -1.7933244186031936 5629.4447 5800.6179 196.74801946739174 5800.6179 6598.5875 455.0955591214199 7501.0312 8899.2379 2009aa "" "" "" +CMFGEN 1.4 0.4799999998504063 "" "" "" "" "" "" 685.8170634377868 4501.5039 5548.3627 194.43177276728164 5150.16 5588.0028 50.011982542944466 5588.0028 5998.8183 54.545500173616965 5998.8183 6598.5875 340.6227215626113 7501.0312 8899.2379 2009aa "" "" "" +CMFGEN 1.7 0.4799999998504063 "" "" "" "" "" "" 634.5121828615416 4501.5039 5548.3627 41.66013520082493 5299.7112 5663.6794 -5.072899483985676 5663.6794 5800.6179 219.13314176423023 5800.6179 6583.0949 595.983960969881 7501.0312 8846.9504 2009aa "" "" "" +OBSERVED "" 3.109999999811407 22.962243666954073 3947.5109 4103.917 121.98781706017381 3947.5109 4540.0494 166.3323929753209 4540.0494 5213.7988 94.72080319775074 5213.7988 5607.8218 34.364819312192004 5607.8218 5926.6497 111.9959836139641 5926.6497 6341.7274 215.71642630997533 7779.4605 8588.5613 2009ab "" "" "" +CMFGEN 1.04 3.109999999811407 -3.638619989017386 3998.6436 4149.0341 -67.28446278594704 4149.0341 4452.8229 814.2973582608407 4500.9479 5547.6657 161.23884197357276 5204.7753 5652.939 -2.956531291993556 5652.939 5800.3217 250.6870013020728 5800.3217 6597.3912 462.94974427958323 7502.742 8898.3657 2009ab "" "" "" +CMFGEN 1.02 3.109999999811407 7.698686919378458 3998.6436 4149.0341 -81.5083797301281 4149.0341 4452.8229 783.1344885366256 4500.9479 5547.6657 233.6407672254793 5153.6426 5631.8843 -1.5847173139865842 5631.8843 5800.3217 200.2524986344144 5800.3217 6597.3912 456.9594995444792 7502.742 8898.3657 2009ab "" "" "" +CMFGEN 1.4 3.109999999811407 18.131339976714344 3998.6436 4149.0341 -99.27800198369864 4149.0341 4452.8229 699.2099656917685 4500.9479 5547.6657 195.87408911624578 5150.6348 5589.775 49.390304517772165 5589.775 5998.8371 58.570315227353234 5998.8371 6597.3912 345.34415438934116 7502.742 8898.3657 2009ab "" "" "" +CMFGEN 1.7 3.109999999811407 11.94162995661227 3998.6436 4149.0341 115.40970895462223 4149.0341 4473.8776 642.0737374475325 4500.9479 5547.6657 38.895501513451 5298.0174 5673.9937 -3.5727139592468338 5673.9937 5800.3217 220.26586031744057 5800.3217 6582.3522 591.2124341489019 7502.742 8847.2329 2009ab "" "" "" +OBSERVED "" 5.120000000053551 19.578661408835266 3950.5187 4058.7998 169.54902542566202 3950.5187 4606.2212 180.39046558848023 4606.2212 5228.8378 81.18661306081444 5228.8378 5610.8297 31.259823753805037 5610.8297 5869.5013 115.33707768703503 5869.5013 6332.704 223.87653391752835 7827.5854 8600.5925 2009ab "" "" "" +CMFGEN 1.04 5.120000000053551 -3.638619989017386 3998.6436 4149.0341 -67.28446278594704 4149.0341 4452.8229 814.2973582608407 4500.9479 5547.6657 161.23884197357276 5204.7753 5652.939 -2.956531291993556 5652.939 5800.3217 250.6870013020728 5800.3217 6597.3912 462.94974427958323 7502.742 8898.3657 2009ab "" "" "" +CMFGEN 1.02 5.120000000053551 7.698686919378458 3998.6436 4149.0341 -81.5083797301281 4149.0341 4452.8229 783.1344885366256 4500.9479 5547.6657 233.6407672254793 5153.6426 5631.8843 -1.5847173139865842 5631.8843 5800.3217 200.2524986344144 5800.3217 6597.3912 456.9594995444792 7502.742 8898.3657 2009ab "" "" "" +CMFGEN 1.4 5.120000000053551 18.131339976714344 3998.6436 4149.0341 -99.27800198369864 4149.0341 4452.8229 699.2099656917685 4500.9479 5547.6657 195.87408911624578 5150.6348 5589.775 49.390304517772165 5589.775 5998.8371 58.570315227353234 5998.8371 6597.3912 345.34415438934116 7502.742 8898.3657 2009ab "" "" "" +CMFGEN 1.7 5.120000000053551 11.94162995661227 3998.6436 4149.0341 115.40970895462223 4149.0341 4473.8776 642.0737374475325 4500.9479 5547.6657 38.895501513451 5298.0174 5673.9937 -3.5727139592468338 5673.9937 5800.3217 220.26586031744057 5800.3217 6582.3522 591.2124341489019 7502.742 8847.2329 2009ab "" "" "" +OBSERVED "" -6.810000000114087 "" "" "" "" "" "" 116.19310835075787 4509.2439 5192.0089 75.07987355626784 5192.0089 5620.3387 33.05937298608839 5620.3387 5953.4841 "" "" "" "" "" "" 2009ab "" "" "" +CMFGEN 1.04 -6.810000000114087 "" "" "" "" "" "" 816.0427840347229 4500.0915 5548.9504 161.13493450587163 5204.8222 5653.2871 -2.8465240174894593 5653.2871 5801.5552 "" "" "" "" "" "" 2009ab "" "" "" +CMFGEN 1.02 -6.810000000114087 "" "" "" "" "" "" 786.5660500018869 4500.0915 5548.9504 233.93671857517762 5153.569 5631.3215 -1.6453206192808094 5631.3215 5801.5552 "" "" "" "" "" "" 2009ab "" "" "" +CMFGEN 1.4 -6.810000000114087 "" "" "" "" "" "" 703.05598845739 4500.0915 5548.9504 192.9589849672276 5155.3995 5589.2207 49.4993019235924 5589.2207 5999.2458 "" "" "" "" "" "" 2009ab "" "" "" +CMFGEN 1.7 -6.810000000114087 "" "" "" "" "" "" 646.581303929355 4500.0915 5548.9504 39.208378220069 5298.1761 5673.4223 -3.736145639455802 5673.4223 5801.5552 "" "" "" "" "" "" 2009ab "" "" "" +OBSERVED "" -9.899999999965075 "" "" "" "" "" "" 91.53080738866592 4593.2271 5087.2934 65.74728739747849 5189.3883 5570.421 36.28334879884529 5570.421 5958.7462 79.97787738722532 5958.7462 6347.0714 116.46475258156978 7783.3895 8514.9186 2009ab "" "" "" +CMFGEN 1.04 -9.899999999965075 "" "" "" "" "" "" 815.6110641229568 4500.2478 5548.5436 161.3352931882017 5203.9733 5654.2847 -2.671878175139942 5654.2847 5800.1345 252.3265772081422 5800.1345 6599.5708 466.0798191502823 7500.2169 8898.3815 2009ab "" "" "" +CMFGEN 1.02 -9.899999999965075 "" "" "" "" "" "" 785.5955978447673 4500.2478 5548.5436 234.67666674551288 5152.9259 5630.5841 -1.835850677330106 5630.5841 5800.1345 201.22738687771766 5800.1345 6599.5708 461.1816340968666 7500.2169 8898.3815 2009ab "" "" "" +CMFGEN 1.4 -9.899999999965075 "" "" "" "" "" "" 701.8832216519531 4500.2478 5548.5436 193.42369253658597 5154.749 5588.6523 49.36632117748681 5588.6523 5998.8549 56.70438244004775 5998.8549 6599.5708 349.5616614659998 7500.2169 8898.3815 2009ab "" "" "" +CMFGEN 1.7 -9.899999999965075 "" "" "" "" "" "" 645.3820988795742 4500.2478 5548.5436 39.938277533207625 5298.7757 5672.5159 -3.7617281196430548 5672.5159 5800.1345 222.0339963622934 5800.1345 6583.8389 596.4665867907221 7500.2169 8847.2531 2009ab "" "" "" +OBSERVED "" -6.649999999965075 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 251.2762826518013 7511.6745 8756.0571 2009ab "" "" "" +CMFGEN 1.04 -6.649999999965075 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 464.5354584005795 7501.8453 8899.5641 2009ab "" "" "" +CMFGEN 1.02 -6.649999999965075 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 458.2779067711629 7501.8453 8899.5641 2009ab "" "" "" +CMFGEN 1.4 -6.649999999965075 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 346.59378978144326 7501.8453 8899.5641 2009ab "" "" "" +CMFGEN 1.7 -6.649999999965075 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 593.2679828254787 7501.8453 8846.4862 2009ab "" "" "" +OBSERVED "" -5.870000000169966 "" "" "" "" "" "" 118.53862582860623 4509.9315 5193.5778 78.34149721560279 5193.5778 5657.2843 32.319808338058195 5657.2843 5943.2061 85.37514805725507 5943.2061 6329.9337 105.52758549824793 7792.7983 8505.5051 2009ab "" "" "" +CMFGEN 1.04 -5.870000000169966 "" "" "" "" "" "" 815.5422295893434 4500.7673 5549.1472 161.22075662150445 5204.5748 5653.6187 -2.7917742818399454 5653.6187 5800.2452 252.1324366691432 5800.2452 6599.7036 464.9259273020135 7501.4154 8899.2657 2009ab "" "" "" +CMFGEN 1.02 -5.870000000169966 "" "" "" "" "" "" 786.3681523039284 4500.7673 5549.1472 234.03961479665907 5153.2555 5631.6247 -1.6328985553224864 5631.6247 5800.2452 201.13445198830368 5800.2452 6599.7036 459.0464142306002 7501.4154 8899.2657 2009ab "" "" "" +CMFGEN 1.4 -5.870000000169966 "" "" "" "" "" "" 702.7620076208377 4500.7673 5549.1472 193.71169541676653 5155.0883 5587.6367 49.15654570930295 5587.6367 5998.1911 56.936354842614655 5998.1911 6599.7036 347.37457734789825 7501.4154 8899.2657 2009ab "" "" "" +CMFGEN 1.7 -5.870000000169966 "" "" "" "" "" "" 645.9424537465503 4500.7673 5549.1472 40.41739200276912 5299.8821 5673.7798 -3.5893205321550155 5673.7798 5800.2452 221.9231476438179 5800.2452 6583.9532 594.1904145750348 7501.4154 8846.108 2009ab "" "" "" +OBSERVED "" -0.5000000001455192 11.121670614003294 3943.4847 4067.6964 101.03943270026306 3943.4847 4561.5856 103.31748941496392 4561.5856 5102.7935 79.99980901356562 5156.0271 5670.6182 14.799896298142574 5670.6182 5880.5951 69.68087726525584 5880.5951 6303.5062 98.76696238161769 7823.6202 8477.2101 2009ad "" "" "" +CMFGEN 1.04 -0.5000000001455192 -3.91253592823415 3999.6757 4147.5467 -66.87345739776318 4147.5467 4452.161 808.3623276784551 4502.4372 5549.364 159.9560007530717 5203.3458 5652.8737 -2.867387138046601 5652.8737 5800.7447 251.67137495944996 5800.7447 6599.2482 463.516928026023 7501.2614 8897.1638 2009ad "" "" "" +CMFGEN 1.02 -0.5000000001455192 7.006340196102465 3999.6757 4147.5467 -81.82067233330645 4147.5467 4452.161 778.7279219813105 4502.4372 5549.364 235.20869238138064 5150.1122 5629.2143 -1.9487774158616538 5629.2143 5800.7447 198.41076006165008 5800.7447 6599.2482 456.91885721740846 7501.2614 8897.1638 2009ad "" "" "" +CMFGEN 1.4 -0.5000000001455192 16.94926140096955 3999.6757 4147.5467 -99.87130839023999 4147.5467 4452.161 693.2591053331271 4502.4372 5549.364 195.67957596569534 5150.1122 5587.8104 49.70191739119119 5587.8104 5998.8919 56.35182407618045 5998.8919 6599.2482 343.73609043601925 7501.2614 8897.1638 2009ad "" "" "" +CMFGEN 1.7 -0.5000000001455192 11.292266457276904 3999.6757 4147.5467 116.26548988730904 4147.5467 4472.863 639.3130025420026 4502.4372 5549.364 37.968274041770705 5297.9832 5673.5756 -3.5893623580845304 5673.5756 5800.7447 219.72967352845063 5800.7447 6584.4611 594.9842664413022 7501.2614 8846.8877 2009ad "" "" "" +OBSERVED "" 33.45999999981723 7.980402068554022 3955.3144 4017.4202 225.85544165414325 3955.3144 4626.6488 317.41357683663404 4626.6488 5496.1304 15.2555773573037 5295.0258 5546.4066 38.80070643848801 5552.3214 5803.7021 223.82778951922054 5803.7021 6560.8017 291.05304246617726 7717.1531 8524.5288 2009ad "" "" "" +CMFGEN 1.04 33.45999999981723 0.2213471116343691 3902.0808 4002.6331 53.48096380104006 3902.0808 4505.3946 137.0932552141026 4505.3946 5144.1974 77.42588034950657 5150.1122 5605.555 12.52857922724112 5605.555 5827.3615 149.030142954582 5827.3615 6279.8468 140.3330489055329 7870.939 8515.6566 2009ad "" "" "" +CMFGEN 1.02 33.45999999981723 24.492787753608713 3902.0808 4091.3557 81.28419485901796 4091.3557 4502.4372 146.35022054634936 4502.4372 5093.9212 95.2391449275737 5153.0696 5611.4698 17.36389936002512 5611.4698 5830.3189 156.28280619291448 5830.3189 6333.0804 143.36049812227293 7764.4718 8524.5288 2009ad "" "" "" +CMFGEN 1.4 33.45999999981723 26.853424997997994 3902.0808 4085.4409 102.441761040932 4085.4409 4496.5223 163.28203721274048 4502.4372 5085.049 93.44185361658683 5156.0271 5605.555 33.10936529127362 5605.555 5871.7228 160.44098513543645 5871.7228 6336.0378 151.50533931764625 7752.6421 8512.6992 2009ad "" "" "" +CMFGEN 1.7 33.45999999981723 13.194106395034794 3902.0808 4076.5686 53.92826685544918 3902.0808 4505.3946 134.12814441134674 4505.3946 5147.1548 94.09985827064044 5150.1122 5617.3846 12.092774022607763 5617.3846 5815.5318 136.95210551755383 5815.5318 6309.421 138.9455415267772 7841.3647 8527.4863 2009ad "" "" "" +OBSERVED "" 2.5100000000966247 13.462457228966485 3925.7402 4079.526 101.03564670078104 3925.7402 4582.2875 120.23779702508595 4582.2875 5114.6232 80.83182787306325 5200.3884 5602.5975 23.408879448140855 5602.5975 5927.9138 69.59814865451956 5927.9138 6273.932 123.51376435619031 7862.0667 8512.6992 2009ad "" "" "" +CMFGEN 1.04 2.5100000000966247 -3.91253592823415 3999.6757 4147.5467 -66.87345739776318 4147.5467 4452.161 808.3623276784551 4502.4372 5549.364 159.9560007530717 5203.3458 5652.8737 -2.867387138046601 5652.8737 5800.7447 251.67137495944996 5800.7447 6599.2482 463.516928026023 7501.2614 8897.1638 2009ad "" "" "" +CMFGEN 1.02 2.5100000000966247 7.006340196102465 3999.6757 4147.5467 -81.82067233330645 4147.5467 4452.161 778.7279219813105 4502.4372 5549.364 235.20869238138064 5150.1122 5629.2143 -1.9487774158616538 5629.2143 5800.7447 198.41076006165008 5800.7447 6599.2482 456.91885721740846 7501.2614 8897.1638 2009ad "" "" "" +CMFGEN 1.4 2.5100000000966247 16.94926140096955 3999.6757 4147.5467 -99.87130839023999 4147.5467 4452.161 693.2591053331271 4502.4372 5549.364 195.67957596569534 5150.1122 5587.8104 49.70191739119119 5587.8104 5998.8919 56.35182407618045 5998.8919 6599.2482 343.73609043601925 7501.2614 8897.1638 2009ad "" "" "" +CMFGEN 1.7 2.5100000000966247 11.292266457276904 3999.6757 4147.5467 116.26548988730904 4147.5467 4472.863 639.3130025420026 4502.4372 5549.364 37.968274041770705 5297.9832 5673.5756 -3.5893623580845304 5673.5756 5800.7447 219.72967352845063 5800.7447 6584.4611 594.9842664413022 7501.2614 8846.8877 2009ad "" "" "" +OBSERVED "" 20.4399999997986 "" "" "" "" "" "" 299.03061212766835 4617.3952 5418.5456 1.68226024910814 5284.1244 5506.3675 80.18409056840429 5554.7591 5837.9398 173.327693913886 5837.9398 6482.4121 276.0586708407206 7535.5007 8588.5894 2009ad "" "" "" +CMFGEN 1.04 20.4399999997986 "" "" "" "" "" "" 125.29946565685282 4500.8968 5067.2582 28.553543548581203 5151.4955 5522.498 -0.10388526333889825 5551.1746 5800.3019 154.47672256793115 5800.3019 6237.6189 40.13171234491152 7666.6546 8299.2793 2009ad "" "" "" +CMFGEN 1.02 20.4399999997986 "" "" "" "" "" "" 215.71837317046308 4500.8968 5549.3823 11.333543225911711 5259.0325 5560.136 3.050273540691143 5560.136 5843.3167 86.5802300068485 5843.3167 6366.688 407.7052575015508 7518.1421 8513.3688 2009ad "" "" "" +CMFGEN 1.4 20.4399999997986 "" "" "" "" "" "" 694.9271072744626 4500.8968 5549.3823 191.43877522068703 5155.0801 5588.8125 49.83886320434321 5588.8125 5999.2453 55.95682909396735 5999.2453 6598.1361 344.13632430787465 7500.7835 8899.1156 2009ad "" "" "" +CMFGEN 1.7 20.4399999997986 "" "" "" "" "" "" 147.547120854813 4500.8968 5083.3887 35.43829485043989 5151.4955 5500.9906 30.590598214987892 5551.1746 5805.6787 138.13693590561337 5805.6787 6237.6189 71.30763535772928 7626.1512 8382.2149 2009ad "" "" "" +OBSERVED "" -8.50000000014552 "" "" "" "" "" "" 79.07210389672213 4518.7455 5167.1577 48.41869799190955 5167.1577 5577.8188 15.459554057397561 5577.8188 5875.0078 46.69557761794469 5875.0078 6244.2426 73.95883479194006 7609.5551 8443.608 2009ad "" "" "" +CMFGEN 1.04 -8.50000000014552 "" "" "" "" "" "" 809.6951544650221 4500.734 5549.0005 158.71876096096764 5204.9818 5653.4669 -2.7039889891876934 5653.4669 5801.1608 248.34294768359746 5801.1608 6599.4028 463.7796400292536 7501.1862 8898.3701 2009ad "" "" "" +CMFGEN 1.02 -8.50000000014552 "" "" "" "" "" "" 779.4942092420147 4500.734 5549.0005 232.9842465529655 5152.7486 5630.052 -1.7629661876561835 5630.052 5801.1608 197.64419478906677 5801.1608 6599.4028 456.84261466541477 7501.1862 8898.3701 2009ad "" "" "" +CMFGEN 1.4 -8.50000000014552 "" "" "" "" "" "" 694.3185520971531 4500.734 5549.0005 191.72124914554416 5154.5497 5588.6257 49.832857877359906 5588.6257 5999.2868 55.9212239211804 5999.2868 6599.4028 343.6026792248648 7501.1862 8898.3701 2009ad "" "" "" +CMFGEN 1.7 -8.50000000014552 "" "" "" "" "" "" 640.7833152527635 4500.734 5549.0005 38.52830684766963 5298.6413 5673.2795 -3.6658548005078746 5673.2795 5801.1608 218.58458020112755 5801.1608 6583.9215 595.1827608396842 7501.1862 8846.1208 2009ad "" "" "" +OBSERVED "" -7.460000000108266 "" "" "" "" "" "" 80.740097200843 4602.4093 5176.1544 54.148946669313375 5176.1544 5593.4235 18.063913858577003 5593.4235 5913.5696 52.07589526258913 5913.5696 6240.9101 17.58841550597796 7538.762 8205.7486 2009ad "" "" "" +CMFGEN 1.04 -7.460000000108266 "" "" "" "" "" "" 808.4214597833156 4501.6892 5548.4591 158.23049442439384 5204.9315 5654.575 -2.5367236205824315 5654.575 5800.2595 248.36744906157162 5800.2595 6599.181 465.7855979058023 7500.0962 8899.8012 2009ad "" "" "" +CMFGEN 1.02 -7.460000000108266 "" "" "" "" "" "" 777.5231569314772 4501.6892 5548.4591 233.20632997345277 5152.7729 5629.395 -1.9285522532133161 5629.395 5800.2595 198.35071387581274 5800.2595 6599.181 458.46674101993295 7500.0962 8899.8012 2009ad "" "" "" +CMFGEN 1.4 -7.460000000108266 "" "" "" "" "" "" 692.0211710863673 4501.6892 5548.4591 191.97675786069482 5154.5715 5588.0278 49.97371526273321 5588.0278 5999.9012 55.762187602994274 5999.9012 6599.181 345.16365939772436 7500.0962 8899.8012 2009ad "" "" "" +CMFGEN 1.7 -7.460000000108266 "" "" "" "" "" "" 638.022083036052 4501.6892 5548.4591 38.62643173484945 5298.4574 5672.5607 -3.7034961367798087 5672.5607 5800.2595 219.50870471418494 5800.2595 6583.7147 597.2562285485421 7500.0962 8845.669 2009ad "" "" "" +OBSERVED "" 55.17000000002008 0.5369701782795036 3981.8816 4002.9196 305.28578645205516 3981.8816 4634.0609 439.72033514655163 4634.0609 5526.675 35.91773380065258 5298.262 5526.675 97.8488877680141 5550.7185 5830.2239 259.7300262286724 5830.2239 6515.4631 518.0350757937216 7711.6261 8727.463 2009ag 107.10014211326819 3714.3979 3981.8816 +CMFGEN 1.04 55.17000000002008 -1.6124008627854158 3948.8218 4002.9196 178.58667460690842 3948.8218 4594.9903 237.28329834358584 4594.9903 5208.0989 -1.515925324114301 5208.0989 5502.6316 92.76466990220665 5550.7185 5857.2729 57.23782976797797 5857.2729 6217.925 274.96614749639525 7837.8544 8706.425 2009ag 118.96411164481638 3663.3055 3948.8218 +CMFGEN 1.02 55.17000000002008 -2.829215961397765 3936.8 4002.9196 266.45177357443606 3936.8 4622.0392 289.11198302842917 4622.0392 5289.2457 -5.1125667937788775 5289.2457 5502.6316 67.99165604587488 5550.7185 5866.2892 188.95222407282566 5866.2892 6413.2783 500.3404109734266 7510.262 8694.4033 2009ag 89.87112982052754 3663.3055 3936.8 +CMFGEN 1.4 55.17000000002008 -3.5135708211826477 3924.7783 4002.9196 288.733184715557 3924.7783 4622.0392 305.29745570577904 4622.0392 5289.2457 -0.878663686480134 5289.2457 5502.6316 45.61005335224561 5550.7185 5872.3 185.6315463807705 5872.3 6410.2729 434.10854997680883 7630.4794 8691.3978 2009ag 84.10626084750263 3654.2892 3924.7783 +CMFGEN 1.7 55.17000000002008 31.67165960843262 3936.8 4147.1805 196.51156779996518 3936.8 4604.0066 264.4241515112983 4604.0066 5232.1424 1.4334191388411313 5232.1424 5502.6316 102.20540755610304 5550.7185 5872.3 120.38664201710739 5872.3 6250.9848 266.0932108364079 7922.0065 8751.5065 2009ag 104.38623616020966 3663.3055 3936.8 +OBSERVED "" -3.7200000001103035 17.531801357410334 3954.4041 4084.0645 126.33814665355513 3954.4041 4533.3531 149.7484442488946 4533.3531 5118.3328 71.3420560242931 5211.809 5549.5292 22.36470264308741 5664.1129 5917.4031 108.83961738357542 5917.4031 6339.5534 292.4998883932028 7759.7878 8592.027 2009ag "" "" "" +CMFGEN 1.04 -3.7200000001103035 -3.473399567995943 3999.6344 4147.3871 -65.14597275779916 4147.3871 4451.9384 818.5536577929588 4500.1841 5549.5292 160.30231357103796 5205.7783 5655.0668 -2.624673901892779 5655.0668 5802.8194 248.96817723633654 5802.8194 6598.8744 466.7634776457224 7500.4669 8899.5937 2009ag "" "" "" +CMFGEN 1.02 -3.7200000001103035 7.48815346365818 3999.6344 4147.3871 -80.10451945017705 4147.3871 4451.9384 790.197841355633 4500.1841 5549.5292 234.14725200749461 5154.5171 5630.9439 -1.7244306617077505 5630.9439 5802.8194 199.09424539896432 5802.8194 6598.8744 461.69966921033154 7500.4669 8899.5937 2009ag "" "" "" +CMFGEN 1.4 -3.7200000001103035 17.417088277546878 3999.6344 4147.3871 -98.00341382478291 4147.3871 4451.9384 707.2539199525145 4500.1841 5549.5292 194.2718001010653 5154.5171 5588.7289 49.23680426428243 5588.7289 5998.8178 59.33559436315356 5998.8178 6598.8744 350.63309664876425 7500.4669 8899.5937 2009ag "" "" "" +CMFGEN 1.7 -3.7200000001103035 11.67440201312745 3999.6344 4147.3871 118.4803204197117 4147.3871 4473.0459 649.6978108514238 4500.1841 5549.5292 40.54328310503725 5299.2544 5673.159 -3.9065110956229177 5673.159 5802.8194 217.54134073824088 5802.8194 6583.7976 595.6759312526101 7500.4669 8848.3326 2009ag "" "" "" +OBSERVED "" -2.6499999998122803 22.195719358054458 3954.4041 4114.2181 125.37661940456707 3954.4041 4515.2609 156.559887414969 4515.2609 5130.3943 85.316824441884 5211.809 5630.9439 25.368089016822665 5630.9439 5926.4492 115.22692960576876 5926.4492 6324.4766 303.1461068580472 7798.9874 8516.643 2009ag "" "" "" +CMFGEN 1.04 -2.6499999998122803 -3.473399567995943 3999.6344 4147.3871 -65.14597275779916 4147.3871 4451.9384 818.5536577929588 4500.1841 5549.5292 160.30231357103796 5205.7783 5655.0668 -2.624673901892779 5655.0668 5802.8194 248.96817723633654 5802.8194 6598.8744 466.7634776457224 7500.4669 8899.5937 2009ag "" "" "" +CMFGEN 1.02 -2.6499999998122803 7.48815346365818 3999.6344 4147.3871 -80.10451945017705 4147.3871 4451.9384 790.197841355633 4500.1841 5549.5292 234.14725200749461 5154.5171 5630.9439 -1.7244306617077505 5630.9439 5802.8194 199.09424539896432 5802.8194 6598.8744 461.69966921033154 7500.4669 8899.5937 2009ag "" "" "" +CMFGEN 1.4 -2.6499999998122803 17.417088277546878 3999.6344 4147.3871 -98.00341382478291 4147.3871 4451.9384 707.2539199525145 4500.1841 5549.5292 194.2718001010653 5154.5171 5588.7289 49.23680426428243 5588.7289 5998.8178 59.33559436315356 5998.8178 6598.8744 350.63309664876425 7500.4669 8899.5937 2009ag "" "" "" +CMFGEN 1.7 -2.6499999998122803 11.67440201312745 3999.6344 4147.3871 118.4803204197117 4147.3871 4473.0459 649.6978108514238 4500.1841 5549.5292 40.54328310503725 5299.2544 5673.159 -3.9065110956229177 5673.159 5802.8194 217.54134073824088 5802.8194 6583.7976 595.6759312526101 7500.4669 8848.3326 2009ag "" "" "" +OBSERVED "" 29.219999999833817 1.191232279631941 3963.4501 4002.6498 304.01344667415356 3963.4501 4611.7524 436.8879051285906 4611.7524 5504.2989 35.50952130314244 5299.2544 5504.2989 67.45817863285583 5558.5753 5887.2495 240.17302297622416 5887.2495 6541.5825 450.5893549458782 7723.6035 8712.6414 2009ag "" "" "" +CMFGEN 1.04 29.219999999833817 1.449537960033497 3939.3273 4053.9109 68.93554464779027 4053.9109 4539.3838 124.19639875826016 4539.3838 5127.3789 74.81056789959251 5151.5018 5591.7443 5.853610852421494 5591.7443 5802.8194 157.638889222665 5802.8194 6300.3538 92.4185775331812 7817.0796 8453.3205 2009ag "" "" "" +CMFGEN 1.02 29.219999999833817 20.191970909088507 3900.1276 4068.9877 94.57770871956194 4068.9877 4479.0766 129.69274443279917 4500.1841 5067.0717 87.3663550556141 5151.5018 5591.7443 19.86757604035554 5591.7443 5839.0038 166.44540060300614 5839.0038 6324.4766 92.79573897890826 7732.6495 8459.3512 2009ag "" "" "" +CMFGEN 1.4 29.219999999833817 -1.281603137648325 3999.6344 4062.957 104.7592209826346 4062.957 4473.0459 148.1715450449255 4500.1841 5055.0103 77.51157846806078 5151.5018 5576.6675 36.88836522264634 5576.6675 5854.0806 159.34984410020766 5854.0806 6324.4766 110.05812052226995 7750.7417 8447.2897 2009ag "" "" "" +CMFGEN 1.7 29.219999999833817 15.979854012267124 3900.1276 4068.9877 70.2813004794997 4068.9877 4539.3838 128.14780743721371 4539.3838 5133.4096 89.0420812896682 5151.5018 5597.775 7.539465107985034 5597.775 5802.8194 138.09592934928614 5802.8194 6321.4613 101.7827044156538 7750.7417 8486.4894 2009ag "" "" "" +OBSERVED "" -0.6699999998309067 19.840842968171962 3957.4194 4093.1106 139.51541738707158 3957.4194 4530.3377 173.37848748017382 4530.3377 5220.8551 84.96351510161247 5220.8551 5567.6214 26.137964406965608 5567.6214 5932.4799 111.59543792075293 5932.4799 6348.5995 280.64803795286696 7792.9567 8604.0884 2009ag "" "" "" +CMFGEN 1.04 -0.6699999998309067 -3.473399567995943 3999.6344 4147.3871 -65.14597275779916 4147.3871 4451.9384 818.5536577929588 4500.1841 5549.5292 160.30231357103796 5205.7783 5655.0668 -2.624673901892779 5655.0668 5802.8194 248.96817723633654 5802.8194 6598.8744 466.7634776457224 7500.4669 8899.5937 2009ag "" "" "" +CMFGEN 1.02 -0.6699999998309067 7.48815346365818 3999.6344 4147.3871 -80.10451945017705 4147.3871 4451.9384 790.197841355633 4500.1841 5549.5292 234.14725200749461 5154.5171 5630.9439 -1.7244306617077505 5630.9439 5802.8194 199.09424539896432 5802.8194 6598.8744 461.69966921033154 7500.4669 8899.5937 2009ag "" "" "" +CMFGEN 1.4 -0.6699999998309067 17.417088277546878 3999.6344 4147.3871 -98.00341382478291 4147.3871 4451.9384 707.2539199525145 4500.1841 5549.5292 194.2718001010653 5154.5171 5588.7289 49.23680426428243 5588.7289 5998.8178 59.33559436315356 5998.8178 6598.8744 350.63309664876425 7500.4669 8899.5937 2009ag "" "" "" +CMFGEN 1.7 -0.6699999998309067 11.67440201312745 3999.6344 4147.3871 118.4803204197117 4147.3871 4473.0459 649.6978108514238 4500.1841 5549.5292 40.54328310503725 5299.2544 5673.159 -3.9065110956229177 5673.159 5802.8194 217.54134073824088 5802.8194 6583.7976 595.6759312526101 7500.4669 8848.3326 2009ag "" "" "" +OBSERVED "" 17.219999999833817 "" "" "" "" "" "" "" "" "" "" "" "" 94.40845247661333 5553.9994 5885.5748 176.42689406287695 5885.5748 6494.1133 379.57444087086384 7843.8204 8760.529 2009ag "" "" "" +CMFGEN 1.04 17.219999999833817 "" "" "" "" "" "" "" "" "" "" "" "" 1.8241105717984143 5686.6295 5803.6562 101.7431181959474 5803.6562 6334.1769 399.9459444573713 7500.5423 8432.8545 2009ag "" "" "" +CMFGEN 1.02 17.219999999833817 "" "" "" "" "" "" "" "" "" "" "" "" -1.492938023179194 5632.0171 5803.6562 198.4698666332406 5803.6562 6599.4373 461.96602049239476 7500.5423 8897.0601 2009ag "" "" "" +CMFGEN 1.4 17.219999999833817 "" "" "" "" "" "" "" "" "" "" "" "" 49.244946032046435 5589.1074 5998.7006 59.337894761359195 5998.7006 6599.4373 351.0209743253934 7500.5423 8897.0601 2009ag "" "" "" +CMFGEN 1.7 17.219999999833817 "" "" "" "" "" "" "" "" "" "" "" "" -3.733704391097989 5674.9269 5803.6562 216.6048740076806 5803.6562 6583.8337 595.7837513200637 7500.5423 8846.3486 2009ag "" "" "" +OBSERVED "" 17.250000000094587 -0.586648433132782 3963.9504 4001.3675 317.51603552345193 3963.9504 4629.44 326.4709123232465 4629.44 5457.9611 -0.11771363814529998 5286.9115 5500.7234 "" "" "" "" "" "" "" "" "" 2009ag 157.8717430473384 3581.7617 3963.9504 +CMFGEN 1.04 17.250000000094587 23.311726670487268 3902.4795 4102.9282 61.88922030212202 4102.9282 4463.7357 160.69389688426932 4501.1528 5439.2525 4.36139676882195 5190.6962 5500.7234 "" "" "" "" "" "" "" "" "" 2009ag 100.5302141968125 3784.883 4097.5829 +CMFGEN 1.02 17.250000000094587 7.802980703863001 3998.6949 4148.3632 -76.78292469293909 4148.3632 4450.3725 787.8991562875914 4501.1528 5548.8311 234.78432783033963 5153.2791 5631.6832 "" "" "" "" "" "" "" "" "" 2009ag 146.5862820453196 3758.1565 4097.5829 +CMFGEN 1.4 17.250000000094587 18.112427599120096 3998.6949 4148.3632 -94.50721546676226 4148.3632 4450.3725 704.7188910848805 4501.1528 5548.8311 196.88320906713426 5150.6064 5588.9208 "" "" "" "" "" "" "" "" "" 2009ag 145.55736736070585 3760.8291 4097.5829 +CMFGEN 1.7 17.250000000094587 12.006179097756062 3998.6949 4148.3632 118.11768968674143 4148.3632 4471.7537 646.5134997274686 4501.1528 5548.8311 38.02243154027819 5297.6021 5677.1182 "" "" "" "" "" "" "" "" "" 2009ag 83.74456648947165 3798.2462 4097.5829 diff --git a/results/equivalent_width/fixed_True.ecsv b/results/equivalent_width/fixed_True.ecsv new file mode 100644 index 0000000..71f3e11 --- /dev/null +++ b/results/equivalent_width/fixed_True.ecsv @@ -0,0 +1,3061 @@ +# %ECSV 0.9 +# --- +# datatype: +# - name: model +# datatype: string +# - name: version +# datatype: string +# - name: time +# datatype: float64 +# - name: pW2 +# datatype: float64 +# - name: pW2_start +# datatype: float64 +# - name: pW2_end +# datatype: float64 +# - name: pW3 +# datatype: float64 +# - name: pW3_start +# datatype: float64 +# - name: pW3_end +# datatype: float64 +# - name: pW4 +# datatype: float64 +# - name: pW4_start +# datatype: float64 +# - name: pW4_end +# datatype: float64 +# - name: pW5 +# datatype: float64 +# - name: pW5_start +# datatype: float64 +# - name: pW5_end +# datatype: float64 +# - name: pW6 +# datatype: float64 +# - name: pW6_start +# datatype: float64 +# - name: pW6_end +# datatype: float64 +# - name: pW7 +# datatype: float64 +# - name: pW7_start +# datatype: float64 +# - name: pW7_end +# datatype: float64 +# - name: pW8 +# datatype: float64 +# - name: pW8_start +# datatype: float64 +# - name: pW8_end +# datatype: float64 +# - name: obj_id +# datatype: string +# - name: pW1 +# datatype: float64 +# - name: pW1_start +# datatype: float64 +# - name: pW1_end +# datatype: float64 +# schema: astropy-2.0 +model version time pW2 pW2_start pW2_end pW3 pW3_start pW3_end pW4 pW4_start pW4_end pW5 pW5_start pW5_end pW6 pW6_start pW6_end pW7 pW7_start pW7_end pW8 pW8_start pW8_end obj_id pW1 pW1_start pW1_end +OBSERVED "" 53262.20999999996 26.49792170657038 3962.0978 4069.4701 304.26295891692905 3962.0978 4603.3489 378.1498623323388 4603.3489 5501.1004 31.88813260266493 5277.4082 5501.1004 54.557256531405066 5551.804 5832.165 250.14626866986845 5832.165 6547.9801 395.2054454775313 7708.1972 8665.6 2004dt "" "" "" +CMFGEN 1.04 53262.20999999996 -12.225114280903016 3962.0978 4069.4701 433.7368793920971 3962.0978 4603.3489 -153.92466594251948 4603.3489 5501.1004 51.599094104684475 5277.4082 5501.1004 164.09457795046796 5551.804 5832.165 228.74335306905272 5832.165 6547.9801 -121.4945671727333 7708.1972 8665.6 2004dt "" "" "" +CMFGEN 1.02 53262.20999999996 -9.642061960454239 3962.0978 4069.4701 414.2815142527461 3962.0978 4603.3489 -134.90191581090812 4603.3489 5501.1004 55.234374299979685 5277.4082 5501.1004 165.15850463391095 5551.804 5832.165 172.48314053074142 5832.165 6547.9801 292.0589243453801 7708.1972 8665.6 2004dt "" "" "" +CMFGEN 1.4 53262.20999999996 -4.779322416225673 3962.0978 4069.4701 369.6544544948315 3962.0978 4603.3489 -107.39813614060127 4603.3489 5501.1004 49.7414664384539 5277.4082 5501.1004 161.93853507778465 5551.804 5832.165 140.8806355018194 5832.165 6547.9801 321.0637459771194 7708.1972 8665.6 2004dt "" "" "" +CMFGEN 1.7 53262.20999999996 -13.425654847420235 3962.0978 4069.4701 453.42843667035993 3962.0978 4603.3489 -221.8677423791864 4603.3489 5501.1004 58.83076428215564 5277.4082 5501.1004 163.49091081376602 5551.804 5832.165 232.042516372173 5832.165 6547.9801 139.63373844481964 7708.1972 8665.6 2004dt "" "" "" +OBSERVED "" 53267.330000000075 "" "" "" "" "" "" 468.5278524533418 4607.0871 5497.7798 44.18361243993611 5282.7851 5587.1283 91.80400566419385 5587.1283 5930.5616 249.06583456591102 5930.5616 6564.3774 542.7490513511254 7711.9469 8747.8309 2004dt "" "" "" +CMFGEN 1.04 53267.330000000075 "" "" "" "" "" "" -108.27569858197933 4607.0871 5497.7798 137.04021791968825 5282.7851 5587.1283 107.8958435138427 5587.1283 5930.5616 264.550361829531 5930.5616 6564.3774 53.89809848268092 7711.9469 8747.8309 2004dt "" "" "" +CMFGEN 1.02 53267.330000000075 "" "" "" "" "" "" -87.24040798788099 4607.0871 5497.7798 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5539.7379 14.75763141379425 5295.9353 5539.7379 15.849512588388883 5568.1816 5852.618 134.3113040162323 5852.618 6531.202 "" "" "" 2004ef 102.46925014140237 3532.4295 3938.7672 +CMFGEN 1.02 38.35000000011496 2.753487733300807 3938.7672 4011.908 4.137439445425098 3938.7672 4613.2879 213.38082134374622 4613.2879 5539.7379 15.407859259785981 5295.9353 5539.7379 16.308695404365906 5568.1816 5852.618 99.17509978852812 5852.618 6531.202 "" "" "" 2004ef 82.28296727189293 3532.4295 3938.7672 +CMFGEN 1.4 38.35000000011496 4.026430134839756 3938.7672 4011.908 -14.767611101596732 3938.7672 4613.2879 244.43370538146002 4613.2879 5539.7379 22.239939276782735 5295.9353 5539.7379 22.92116665717127 5568.1816 5852.618 91.2225917952857 5852.618 6531.202 "" "" "" 2004ef 79.14095636422654 3532.4295 3938.7672 +CMFGEN 1.7 38.35000000011496 1.895613434096958 3938.7672 4011.908 20.588452782889966 3938.7672 4613.2879 158.58774376203036 4613.2879 5539.7379 12.599107855185776 5295.9353 5539.7379 12.448190871692619 5568.1816 5852.618 115.44576606917518 5852.618 6531.202 "" "" "" 2004ef 79.05748540038951 3532.4295 3938.7672 +OBSERVED "" -11.219999999979336 "" "" "" "" "" "" 214.41286573864153 4521.6452 5197.2205 86.9077840338102 5197.2205 5651.3417 52.89125350091075 5651.3417 5920.4505 115.27172710663325 5920.4505 6293.2784 379.6624977542907 7736.9351 8505.0166 2004eo "" "" "" +CMFGEN 1.04 -11.219999999979336 "" "" "" "" "" "" 339.20572529331014 4521.6452 5197.2205 164.560540383438 5197.2205 5651.3417 1.6956117901701773 5651.3417 5920.4505 61.0595652431879 5920.4505 6293.2784 167.0462421674098 7736.9351 8505.0166 2004eo "" "" "" +CMFGEN 1.02 -11.219999999979336 "" "" "" "" "" "" 223.79623094788775 4521.6452 5197.2205 183.7841578672246 5197.2205 5651.3417 13.804956750268808 5651.3417 5920.4505 44.339770144996514 5920.4505 6293.2784 140.22538753793447 7736.9351 8505.0166 2004eo "" "" "" +CMFGEN 1.4 -11.219999999979336 "" "" "" "" "" "" 111.81151646155027 4521.6452 5197.2205 88.51460624316756 5197.2205 5651.3417 17.815341334106858 5651.3417 5920.4505 8.796982283319084 5920.4505 6293.2784 111.40638886934642 7736.9351 8505.0166 2004eo "" "" "" +CMFGEN 1.7 -11.219999999979336 "" "" "" "" "" "" 411.46992001910667 4521.6452 5197.2205 17.742196603161368 5197.2205 5651.3417 -11.849980262683484 5651.3417 5920.4505 64.47685429730522 5920.4505 6293.2784 236.87272232726409 7736.9351 8505.0166 2004eo "" "" "" +OBSERVED "" -10.23000000022148 22.320849941845864 3923.917 4073.6368 130.3672826897738 3923.917 4513.813 188.51125354923823 4513.813 5184.5576 69.89427305640511 5184.5576 5582.8122 41.88853708253321 5582.8122 5927.1676 128.42171301184644 5927.1676 6472.1476 302.38257869857733 7735.7826 8439.4655 2004eo "" "" "" +CMFGEN 1.04 -10.23000000022148 20.3815291956479 3923.917 4073.6368 -401.88680107387654 3923.917 4513.813 330.28722902969446 4513.813 5184.5576 183.49763404059752 5184.5576 5582.8122 -38.86503259998917 5582.8122 5927.1676 138.91258883708298 5927.1676 6472.1476 151.71119040438722 7735.7826 8439.4655 2004eo "" "" "" +CMFGEN 1.02 -10.23000000022148 27.44989653568388 3923.917 4073.6368 -400.7757983029137 3923.917 4513.813 243.5378414893122 4513.813 5184.5576 209.5076160741366 5184.5576 5582.8122 -22.29008380885165 5582.8122 5927.1676 97.17834493302536 5927.1676 6472.1476 131.13239343880252 7735.7826 8439.4655 2004eo "" "" "" +CMFGEN 1.4 -10.23000000022148 29.66045706246017 3923.917 4073.6368 -418.97021179650767 3923.917 4513.813 143.01598657654267 4513.813 5184.5576 169.3565722314695 5184.5576 5582.8122 33.57911450855308 5582.8122 5927.1676 41.05246784803879 5927.1676 6472.1476 111.38703145544036 7735.7826 8439.4655 2004eo "" "" "" +CMFGEN 1.7 -10.23000000022148 19.832091629733736 3923.917 4073.6368 223.59222914232132 3923.917 4513.813 386.5922384492789 4513.813 5184.5576 -4.4426994593568665 5184.5576 5582.8122 -76.65892236401791 5582.8122 5927.1676 92.99985642388913 5927.1676 6472.1476 220.91953608280738 7735.7826 8439.4655 2004eo "" "" "" +OBSERVED "" 24.780000000020664 9.910634535471749 3944.4305 4010.423 310.29421537644 3944.4305 4629.1033 422.3636896974793 4629.1033 5515.8784 32.66334191677506 5297.278 5515.8784 67.26038685928033 5552.9992 5878.8375 262.29944154148427 5878.8375 6489.2687 "" "" "" 2004eo "" "" "" +CMFGEN 1.04 24.780000000020664 0.9566446727208157 3944.4305 4010.423 -6.3981143546752595 3944.4305 4629.1033 139.24153586308967 4629.1033 5515.8784 5.4519860420604624 5297.278 5515.8784 -23.673290900999028 5552.9992 5878.8375 100.76727627735264 5878.8375 6489.2687 "" "" "" 2004eo "" "" "" +CMFGEN 1.02 24.780000000020664 1.0140161181783947 3944.4305 4010.423 -46.080171458622374 3944.4305 4629.1033 152.6012732832173 4629.1033 5515.8784 12.641334290204789 5297.278 5515.8784 -22.04882288231042 5552.9992 5878.8375 39.04243062287876 5878.8375 6489.2687 "" "" "" 2004eo "" "" "" +CMFGEN 1.4 24.780000000020664 4.480249327779039 3944.4305 4010.423 -124.10044923611285 3944.4305 4629.1033 120.53275844420547 4629.1033 5515.8784 8.532994559533872 5297.278 5515.8784 18.47861782557676 5552.9992 5878.8375 65.5571532692465 5878.8375 6489.2687 "" "" "" 2004eo "" "" "" +CMFGEN 1.7 24.780000000020664 1.7002107652023937 3944.4305 4010.423 -75.44516422656397 3944.4305 4629.1033 149.83393020228553 4629.1033 5515.8784 14.248740203537114 5297.278 5515.8784 0.7132690798391393 5552.9992 5878.8375 98.76208856328611 5878.8375 6489.2687 "" "" "" 2004eo "" "" "" +OBSERVED "" 48.29999999979191 4.807737525867062 3965.5 4001.4297 338.7829493973543 3965.5 4636.1873 425.47248356309484 4636.1873 5495.5055 29.238623268190977 5288.9098 5516.4644 86.43511487906501 5561.3765 5839.8315 250.12457788615254 5839.8315 6516.5071 535.6989613717153 7735.1221 8741.1531 2004ey "" "" "" +CMFGEN 1.04 48.29999999979191 -0.2628353281820214 3965.5 4001.4297 109.60911936232864 3965.5 4636.1873 82.47066605349018 4636.1873 5495.5055 18.400895730384697 5288.9098 5516.4644 71.92890034424848 5561.3765 5839.8315 144.88706784384294 5839.8315 6516.5071 170.37344416660642 7735.1221 8741.1531 2004ey "" "" "" +CMFGEN 1.02 48.29999999979191 0.41697896127475953 3965.5 4001.4297 130.59111304283502 3965.5 4636.1873 139.7906529705467 4636.1873 5495.5055 5.970002863636501 5288.9098 5516.4644 31.93289366193529 5561.3765 5839.8315 135.59055229598115 5839.8315 6516.5071 275.958670195901 7735.1221 8741.1531 2004ey "" "" "" +CMFGEN 1.4 48.29999999979191 0.6727343988230835 3965.5 4001.4297 108.48422343161585 3965.5 4636.1873 156.69653422131432 4636.1873 5495.5055 -0.8886487808772516 5288.9098 5516.4644 14.655837494802284 5561.3765 5839.8315 114.4248815104924 5839.8315 6516.5071 270.5523170988195 7735.1221 8741.1531 2004ey "" "" "" +CMFGEN 1.7 48.29999999979191 0.2898072837130164 3965.5 4001.4297 97.17806109240468 3965.5 4636.1873 111.4976109592559 4636.1873 5495.5055 13.967978730420041 5288.9098 5516.4644 59.78301130867461 5561.3765 5839.8315 162.11162003080017 5839.8315 6516.5071 195.12821999092938 7735.1221 8741.1531 2004ey "" "" "" +OBSERVED "" 44.29999999979191 4.1848376871071675 3941.5469 4007.4179 298.8033228082575 3941.5469 4636.1873 403.9738229419936 4636.1873 5516.4644 25.600599398810875 5297.8922 5516.4644 75.22226426363113 5555.3883 5836.8374 250.27527909524855 5836.8374 6495.5482 504.66234842830426 7720.1514 8735.1648 2004ey "" "" "" +CMFGEN 1.04 44.29999999979191 -0.7077940231000259 3941.5469 4007.4179 85.26100518325521 3941.5469 4636.1873 90.31810562362341 4636.1873 5516.4644 17.228385924163724 5297.8922 5516.4644 49.36050310347985 5555.3883 5836.8374 145.90299465560557 5836.8374 6495.5482 80.38177283481988 7720.1514 8735.1648 2004ey "" "" "" +CMFGEN 1.02 44.29999999979191 2.226506777555588 3941.5469 4007.4179 79.48063129299182 3941.5469 4636.1873 152.3425114084112 4636.1873 5516.4644 0.9457579009646478 5297.8922 5516.4644 12.904452768955865 5555.3883 5836.8374 135.3234058522349 5836.8374 6495.5482 226.55271841355489 7720.1514 8735.1648 2004ey "" "" "" +CMFGEN 1.4 44.29999999979191 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4504.9826 333.21952375012813 4504.9826 5181.3486 146.76879678904143 5181.3486 5680.3748 6.601872444573805 5680.3748 5936.0741 66.44355950905822 5936.0741 6319.6231 "" "" "" 2004ey "" "" "" +CMFGEN 1.02 -0.6699999999473221 11.001261491806181 3931.7211 4034.8257 -358.07733436875645 3931.7211 4504.9826 256.412755646385 4504.9826 5181.3486 169.42557234174555 5181.3486 5680.3748 15.776368689293431 5680.3748 5936.0741 47.32436433540233 5936.0741 6319.6231 "" "" "" 2004ey "" "" "" +CMFGEN 1.4 -0.6699999999473221 10.782561027348752 3931.7211 4034.8257 -372.50890101567904 3931.7211 4504.9826 146.23793474867756 4504.9826 5181.3486 59.36861555753511 5181.3486 5680.3748 9.243539438643566 5680.3748 5936.0741 6.665333539559248 5936.0741 6319.6231 "" "" "" 2004ey "" "" "" +CMFGEN 1.7 -0.6699999999473221 6.879559940590183 3931.7211 4034.8257 258.9344066762274 3931.7211 4504.9826 393.8865312881742 4504.9826 5181.3486 -15.293292318631197 5181.3486 5680.3748 1.3114293536576431 5680.3748 5936.0741 65.78417336519942 5936.0741 6319.6231 "" "" "" 2004ey "" "" "" +OBSERVED "" 31.330000000052678 9.23423725446902 3960.5904 4001.8323 359.96318104659457 3960.5904 4612.2113 454.156492367868 4612.2113 5515.4074 35.27593849405191 5296.8257 5515.4074 65.16458843220282 5552.5251 5870.0872 242.44626844158051 5870.0872 6463.9695 "" "" "" 2004ey "" "" "" +CMFGEN 1.04 31.330000000052678 -0.010567158628499407 3960.5904 4001.8323 33.43224655574856 3960.5904 4612.2113 131.09723180104083 4612.2113 5515.4074 14.753857306926419 5296.8257 5515.4074 -0.014309417047839055 5552.5251 5870.0872 134.8682900077172 5870.0872 6463.9695 "" "" "" 2004ey "" "" "" +CMFGEN 1.02 31.330000000052678 0.8263804353434399 3960.5904 4001.8323 -63.6758163266369 3960.5904 4612.2113 182.31169641758066 4612.2113 5515.4074 19.025190982276126 5296.8257 5515.4074 8.67102054847813 5552.5251 5870.0872 129.48195472874906 5870.0872 6463.9695 "" "" "" 2004ey "" "" "" +CMFGEN 1.4 31.330000000052678 0.7741479962343444 3960.5904 4001.8323 -67.86508969617229 3960.5904 4612.2113 181.87222869751997 4612.2113 5515.4074 20.241496280534868 5296.8257 5515.4074 29.130133012444556 5552.5251 5870.0872 130.70220834135137 5870.0872 6463.9695 "" "" "" 2004ey "" "" "" +CMFGEN 1.7 31.330000000052678 0.4883947153502813 3960.5904 4001.8323 -30.456538312643456 3960.5904 4612.2113 161.28726436961506 4612.2113 5515.4074 18.555262512264097 5296.8257 5515.4074 -3.418835959015942 5552.5251 5870.0872 113.11568468844648 5870.0872 6463.9695 "" "" "" 2004ey "" "" "" +OBSERVED "" 53343.27000000002 17.401963569276298 3908.1214 4005.4983 363.4925996219638 3908.1214 4631.0714 384.4196428234919 4631.0714 5477.9557 22.998207950812315 5289.1035 5510.4147 112.57216691526189 5557.6277 5899.9224 253.92071991527376 5899.9224 6537.2988 714.2009566307986 7640.9041 8564.5096 2004gc "" "" "" +CMFGEN 1.04 53343.27000000002 -9.115241597697425 3908.1214 4005.4983 473.9945922681427 3908.1214 4631.0714 -0.9545112502815627 4631.0714 5477.9557 62.18743885700711 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5557.6277 5899.9224 306.6446079736662 5899.9224 6537.2988 21.954161988685797 7640.9041 8564.5096 2004gc "" "" "" +OBSERVED "" 53348.25999999978 6.66694835141045 3970.0886 4008.4492 348.8710259473174 3970.0886 4625.1698 446.0569856211454 4625.1698 5469.1032 24.806375535366666 5295.0051 5501.5622 99.06817878703882 5551.7261 5885.1684 273.1796369928874 5885.1684 6572.7086 691.7014113002498 7661.5598 8694.3455 2004gc "" "" "" +CMFGEN 1.04 53348.25999999978 -0.5104640339357219 3970.0886 4008.4492 460.7502450416889 3970.0886 4625.1698 -39.130557314688346 4625.1698 5469.1032 54.62522960428858 5295.0051 5501.5622 164.86229318321477 5551.7261 5885.1684 256.2221466316929 5885.1684 6572.7086 -76.83867005448883 7661.5598 8694.3455 2004gc "" "" "" +CMFGEN 1.02 53348.25999999978 -0.7687516679363567 3970.0886 4008.4492 450.559296641647 3970.0886 4625.1698 -5.634352960141683 4625.1698 5469.1032 53.87575928898466 5295.0051 5501.5622 169.7258244179782 5551.7261 5885.1684 207.3400127943819 5885.1684 6572.7086 299.3342559004128 7661.5598 8694.3455 2004gc "" "" "" +CMFGEN 1.4 53348.25999999978 -0.3865334258762102 3970.0886 4008.4492 415.0510140808726 3970.0886 4625.1698 20.070435879591727 4625.1698 5469.1032 47.27051089578037 5295.0051 5501.5622 170.63097666393807 5551.7261 5885.1684 174.1318596875904 5885.1684 6572.7086 322.86950822040706 7661.5598 8694.3455 2004gc "" "" "" +CMFGEN 1.7 53348.25999999978 -0.6200808207274593 3970.0886 4008.4492 481.4033235847617 3970.0886 4625.1698 -68.86146875133234 4625.1698 5469.1032 66.22751322337774 5295.0051 5501.5622 177.41527357539965 5551.7261 5885.1684 308.40294928412743 5885.1684 6572.7086 196.18345315846324 7661.5598 8694.3455 2004gc "" "" "" +OBSERVED "" 53358.20999999996 6.283962970045724 3952.057 4008.9601 303.7406639492807 3952.057 4626.7654 454.27017691331207 4626.7654 5525.0217 37.204122289375434 5297.4093 5577.8604 64.77410729741109 5577.8604 5854.2469 308.0946372206869 5854.2469 6516.7618 "" "" "" 2004gc 230.82988417057294 3594.3803 3952.057 +CMFGEN 1.04 53358.20999999996 -1.9502527307046533 3952.057 4008.9601 466.17456730287915 3952.057 4626.7654 47.56557285289375 4626.7654 5525.0217 125.27986359241011 5297.4093 5577.8604 146.67032507653485 5577.8604 5854.2469 263.6676511874082 5854.2469 6516.7618 "" "" "" 2004gc 212.08137410886675 3594.3803 3952.057 +CMFGEN 1.02 53358.20999999996 -3.4219116419990927 3952.057 4008.9601 457.1376965956681 3952.057 4626.7654 66.140498552247 4626.7654 5525.0217 107.86567605949583 5297.4093 5577.8604 149.11314499284552 5577.8604 5854.2469 221.43670009882644 5854.2469 6516.7618 "" "" "" 2004gc 138.5998293222636 3594.3803 3952.057 +CMFGEN 1.4 53358.20999999996 -3.346476266715736 3952.057 4008.9601 420.50996736489014 3952.057 4626.7654 79.78606327364646 4626.7654 5525.0217 85.06652551681509 5297.4093 5577.8604 147.31854506348773 5577.8604 5854.2469 202.30976168638728 5854.2469 6516.7618 "" "" "" 2004gc 114.2411048664525 3594.3803 3952.057 +CMFGEN 1.7 53358.20999999996 -2.453137766857113 3952.057 4008.9601 486.93395235505443 3952.057 4626.7654 36.880811977621555 4626.7654 5525.0217 145.665748594224 5297.4093 5577.8604 153.05276243480952 5577.8604 5854.2469 269.7339767240189 5854.2469 6516.7618 "" "" "" 2004gc 228.7007654647721 3594.3803 3952.057 +OBSERVED "" 53335.220000000205 43.126997319639706 3923.6054 4094.3148 304.6925188340615 3923.6054 4602.3783 295.31183651322533 4602.3783 5264.8932 49.16950414692812 5264.8932 5590.0539 42.57659985335569 5590.0539 5886.763 153.3886126140429 5886.763 6374.504 "" "" "" 2004gc 221.14269890759223 3529.3481 3923.6054 +CMFGEN 1.04 53335.220000000205 -57.40624511078352 3923.6054 4094.3148 436.45666577032773 3923.6054 4602.3783 44.39208964732549 4602.3783 5264.8932 132.63086343580235 5264.8932 5590.0539 124.30062229506088 5590.0539 5886.763 93.19346194958345 5886.763 6374.504 "" "" "" 2004gc 244.61306397915877 3529.3481 3923.6054 +CMFGEN 1.02 53335.220000000205 -59.63410835960849 3923.6054 4094.3148 420.01542479264475 3923.6054 4602.3783 79.79418735104221 4602.3783 5264.8932 121.35167329247575 5264.8932 5590.0539 127.28332268808605 5590.0539 5886.763 87.65479860567336 5886.763 6374.504 "" "" "" 2004gc 135.45310711289417 3529.3481 3923.6054 +CMFGEN 1.4 53335.220000000205 -48.77207612065319 3923.6054 4094.3148 368.21267327784176 3923.6054 4602.3783 97.17155930273852 4602.3783 5264.8932 98.44465245089896 5264.8932 5590.0539 127.1055784321178 5590.0539 5886.763 85.41919714508794 5886.763 6374.504 "" "" "" 2004gc 83.89619870133554 3529.3481 3923.6054 +CMFGEN 1.7 53335.220000000205 -74.5929762212467 3923.6054 4094.3148 449.5015111572689 3923.6054 4602.3783 28.895597452316238 4602.3783 5264.8932 148.70018519039337 5264.8932 5590.0539 140.98410489201302 5590.0539 5886.763 113.56345189478441 5886.763 6374.504 "" "" "" 2004gc 259.7786982436694 3529.3481 3923.6054 +OBSERVED "" -3.6700000002238085 42.31206119557935 3905.7871 4050.9483 145.2664539978078 4050.9483 4519.0193 327.25515424561473 4519.0193 5508.4858 95.23810405365205 5209.2759 5508.4858 59.146867654208755 5621.0599 5899.5325 148.79493510383065 5899.5325 6340.9412 346.0855749751905 7899.2029 8553.9098 2004gs "" "" "" +CMFGEN 1.04 -3.6700000002238085 24.559879948082266 3905.7871 4050.9483 -283.91391289341067 4050.9483 4519.0193 747.526234360337 4519.0193 5508.4858 145.3005130834427 5209.2759 5508.4858 -15.710795810582116 5621.0599 5899.5325 97.01121112278472 5899.5325 6340.9412 49.72381784389964 7899.2029 8553.9098 2004gs "" "" "" +CMFGEN 1.02 -3.6700000002238085 26.62682660949642 3905.7871 4050.9483 -363.2772098155891 4050.9483 4519.0193 657.5527352285003 4519.0193 5508.4858 122.37377347723985 5209.2759 5508.4858 4.430739566590914 5621.0599 5899.5325 70.38022655767642 5899.5325 6340.9412 44.55314208862147 7899.2029 8553.9098 2004gs "" "" "" +CMFGEN 1.4 -3.6700000002238085 26.34279697261605 3905.7871 4050.9483 -439.058352392301 4050.9483 4519.0193 611.3196240333601 4519.0193 5508.4858 102.60126454646976 5209.2759 5508.4858 25.81524738929965 5621.0599 5899.5325 12.383775645462588 5899.5325 6340.9412 4.870174277522614 7899.2029 8553.9098 2004gs "" "" "" +CMFGEN 1.7 -3.6700000002238085 17.3903346329526 3905.7871 4050.9483 58.75752492780566 4050.9483 4519.0193 481.464212069645 4519.0193 5508.4858 -96.72868895174813 5209.2759 5508.4858 -28.616209855447522 5621.0599 5899.5325 93.99087602744996 5899.5325 6340.9412 62.54173014785499 7899.2029 8553.9098 2004gs "" "" "" +OBSERVED "" 2.319999999999709 36.787705813544065 3910.5431 4126.8132 191.68612488199886 3910.5431 4559.3533 221.2931278411262 4559.3533 5224.4856 87.45124728836996 5224.4856 5599.8978 49.83142418037073 5599.8978 5938.5848 140.409263162972 5938.5848 6391.5277 "" "" "" 2004gs "" "" "" +CMFGEN 1.04 2.319999999999709 30.190959124485108 3910.5431 4126.8132 -587.0333611444422 3910.5431 4559.3533 258.7451331472365 4559.3533 5224.4856 151.0142022056717 5224.4856 5599.8978 -23.626891009285323 5599.8978 5938.5848 106.93732464175974 5938.5848 6391.5277 "" "" "" 2004gs "" "" "" +CMFGEN 1.02 2.319999999999709 50.9424112948236 3910.5431 4126.8132 -664.0662520945634 3910.5431 4559.3533 148.86749798992338 4559.3533 5224.4856 178.01869937660697 5224.4856 5599.8978 -1.4301169451672668 5599.8978 5938.5848 68.81675995819866 5938.5848 6391.5277 "" "" "" 2004gs "" "" "" +CMFGEN 1.4 2.319999999999709 62.84459518763896 3910.5431 4126.8132 -705.6276077388577 3910.5431 4559.3533 30.01795495681033 4559.3533 5224.4856 124.74373540004429 5224.4856 5599.8978 36.801595574268745 5599.8978 5938.5848 12.018723048589559 5938.5848 6391.5277 "" "" "" 2004gs "" "" "" +CMFGEN 1.7 2.319999999999709 46.27317352553563 3910.5431 4126.8132 -85.45797581673236 3910.5431 4559.3533 393.0998105241505 4559.3533 5224.4856 25.665888848859897 5224.4856 5599.8978 -47.90296845241949 5599.8978 5938.5848 81.02054122330938 5938.5848 6391.5277 "" "" "" 2004gs "" "" "" +OBSERVED "" -4.639999999926658 6.692549392915325 3918.80939049093 4022.95492114111 88.52732408148054 3918.80939049093 4495.61540639964 115.88139981683797 4511.63779573044 5084.43821430645 84.50412353830035 5152.53336896234 5653.23303554977 11.311992035868132 5653.23303554977 5881.55208351364 76.90009560751601 5881.55208351364 6294.12860878167 "" "" "" 2004gu 127.74799407248571 3542.28324121719 3918.80939049093 +CMFGEN 1.04 -4.639999999926658 11.464940886303319 3918.80939049093 4022.95492114111 -330.1268265157014 3918.80939049093 4495.61540639964 203.63997831369298 4511.63779573044 5084.43821430645 180.8950876759813 5152.53336896234 5653.23303554977 -2.615696198963661 5653.23303554977 5881.55208351364 75.56166514088358 5881.55208351364 6294.12860878167 "" "" "" 2004gu -36.31099059936517 3542.28324121719 3918.80939049093 +CMFGEN 1.02 -4.639999999926658 11.06687973419937 3918.80939049093 4022.95492114111 -309.3798552303889 3918.80939049093 4495.61540639964 251.83493583482044 4511.63779573044 5084.43821430645 217.38922809955648 5152.53336896234 5653.23303554977 8.056798759861023 5653.23303554977 5881.55208351364 60.235121475298655 5881.55208351364 6294.12860878167 "" "" "" 2004gu -104.25132304541074 3542.28324121719 3918.80939049093 +CMFGEN 1.4 -4.639999999926658 10.255156585342755 3918.80939049093 4022.95492114111 -317.91700349848156 3918.80939049093 4495.61540639964 246.5499764137453 4511.63779573044 5084.43821430645 121.7445370032049 5152.53336896234 5653.23303554977 13.577329554824766 5653.23303554977 5881.55208351364 13.211914321922286 5881.55208351364 6294.12860878167 "" "" "" 2004gu -131.08896876527365 3542.28324121719 3918.80939049093 +CMFGEN 1.7 -4.639999999926658 6.7190468105846195 3918.80939049093 4022.95492114111 295.36881146626035 3918.80939049093 4495.61540639964 289.49164059695 4511.63779573044 5084.43821430645 18.086967949000048 5152.53336896234 5653.23303554977 -11.730606874206869 5653.23303554977 5881.55208351364 89.5995142361359 5881.55208351364 6294.12860878167 "" "" "" 2004gu -71.57689658016531 3542.28324121719 3918.80939049093 +OBSERVED "" 4.389999999868451 91.32175765222371 3913.306 4121.626 191.73705003931565 4121.626 4575.465 637.4263774225587 4575.465 5518.218 107.75311899043156 5290.767 5518.218 24.45599602303157 5612.734 5870.701 149.1773007909557 5870.701 6367.526 "" "" "" 2005A 266.82520262511673 3579.57 3913.306 +CMFGEN 1.04 4.389999999868451 28.469667657252756 3913.306 4121.626 -263.5694845354936 4121.626 4575.465 710.0934538685741 4575.465 5518.218 80.88028966033664 5290.767 5518.218 -20.027570354207164 5612.734 5870.701 128.33953020399667 5870.701 6367.526 "" "" "" 2005A -31.46587243246022 3579.57 3913.306 +CMFGEN 1.02 4.389999999868451 47.846832369822806 3913.306 4121.626 -342.80973392741805 4121.626 4575.465 629.5585530942417 4575.465 5518.218 73.05567280454233 5290.767 5518.218 -2.874599136299679 5612.734 5870.701 93.47180555053822 5870.701 6367.526 "" "" "" 2005A -83.63163485016649 3579.57 3913.306 +CMFGEN 1.4 4.389999999868451 58.277181119704466 3913.306 4121.626 -407.48069575342856 4121.626 4575.465 562.6257401746151 4575.465 5518.218 42.92401135172396 5290.767 5518.218 23.40299074560385 5612.734 5870.701 19.88676734081607 5870.701 6367.526 "" "" "" 2005A -95.16915855163059 3579.57 3913.306 +CMFGEN 1.7 4.389999999868451 42.78447138280818 3913.306 4121.626 -377.23366372276075 4121.626 4575.465 421.8007572201614 4575.465 5518.218 -25.3022641605057 5290.767 5518.218 -31.467282968605698 5612.734 5870.701 127.55457646380648 5870.701 6367.526 "" "" "" 2005A -73.74376330497851 3579.57 3913.306 +OBSERVED "" 25.369999999849824 106.94491892161736 3976.3303 4092.7177 502.80234288420615 3976.3303 4582.1414 564.1950989845922 4582.1414 5549.0517 27.05133655634509 5283.4498 5549.0517 69.68867694508785 5569.9417 5883.2923 284.2915629456152 5883.2923 6530.8835 555.9240817969328 7739.5213 8784.0232 2005A "" "" "" +CMFGEN 1.04 25.369999999849824 -8.366094010056747 3976.3303 4092.7177 32.19991501474283 3976.3303 4582.1414 198.16355426845936 4582.1414 5549.0517 10.012418860391993 5283.4498 5549.0517 -18.13432588834058 5569.9417 5883.2923 93.59305774448107 5883.2923 6530.8835 108.09535054982985 7739.5213 8784.0232 2005A "" "" "" +CMFGEN 1.02 25.369999999849824 -11.460705854314703 3976.3303 4092.7177 1.7848767905360265 3976.3303 4582.1414 193.00174827148035 4582.1414 5549.0517 16.506005106690584 5283.4498 5549.0517 -22.054530832504952 5569.9417 5883.2923 17.9521150193667 5883.2923 6530.8835 33.981768747924974 7739.5213 8784.0232 2005A "" "" "" +CMFGEN 1.4 25.369999999849824 -6.418531834494765 3976.3303 4092.7177 -58.35579348545477 3976.3303 4582.1414 171.6660630008964 4582.1414 5549.0517 10.610184179031746 5283.4498 5549.0517 7.730381962379839 5569.9417 5883.2923 43.12589538859599 5883.2923 6530.8835 -603.8998673375668 7739.5213 8784.0232 2005A "" "" "" +CMFGEN 1.7 25.369999999849824 -11.390596211509735 3976.3303 4092.7177 -30.040109599919333 3976.3303 4582.1414 195.8388976190837 4582.1414 5549.0517 19.184496037563957 5283.4498 5549.0517 3.751738906284052 5569.9417 5883.2923 91.70396296098552 5883.2923 6530.8835 105.21752567584886 7739.5213 8784.0232 2005A "" "" "" +OBSERVED "" 33.369999999849824 8.403732138282031 3991.2518 4003.189 399.3585735987614 4003.189 4644.8115 548.9220076823274 4644.8115 5468.4759 47.045154117804465 5295.387 5569.9417 64.64709508392544 5569.9417 5841.5122 453.55845770841955 5841.5122 6563.7107 578.0066699375 7879.783 8751.196 2005A "" "" "" +CMFGEN 1.04 33.369999999849824 0.0011689352236718463 3991.2518 4003.189 23.6069114656638 4003.189 4644.8115 48.201879017456406 4644.8115 5468.4759 15.866220328185179 5295.387 5569.9417 10.318477674986083 5569.9417 5841.5122 103.59110797330166 5841.5122 6563.7107 132.68559712998507 7879.783 8751.196 2005A "" "" "" +CMFGEN 1.02 33.369999999849824 0.014531619796954286 3991.2518 4003.189 -51.10380148007839 4003.189 4644.8115 98.5658985135022 4644.8115 5468.4759 14.54256025350848 5295.387 5569.9417 10.646165926436396 5569.9417 5841.5122 83.95950893403307 5841.5122 6563.7107 53.76338248379318 7879.783 8751.196 2005A "" "" "" +CMFGEN 1.4 33.369999999849824 0.010744437744965961 3991.2518 4003.189 -49.660306562478844 4003.189 4644.8115 116.75487706438268 4644.8115 5468.4759 19.719620857089406 5295.387 5569.9417 25.35122938767182 5569.9417 5841.5122 88.17881121355954 5841.5122 6563.7107 3.3963970582528873 7879.783 8751.196 2005A "" "" "" +CMFGEN 1.7 33.369999999849824 0.006937288302900516 3991.2518 4003.189 -14.792776547030783 4003.189 4644.8115 84.49536416851626 4644.8115 5468.4759 13.556203794682018 5295.387 5569.9417 5.41848098955224 5569.9417 5841.5122 79.2527085572024 5841.5122 6563.7107 134.61089316084113 7879.783 8751.196 2005A "" "" "" +OBSERVED "" 66.54000000003725 3.9399252603560546 3968.1322 4000.8672 312.930133038781 3968.1322 4670.4457 364.7370406811449 4670.4457 5539.4099 32.900780825214184 5298.3617 5575.1208 114.32099867156244 5575.1208 5875.6872 264.4768533918696 5875.6872 6575.0248 748.751358515958 7637.4228 8771.2425 2005M "" "" "" +CMFGEN 1.04 66.54000000003725 -0.42089472101478104 3968.1322 4000.8672 220.08698517054142 3968.1322 4670.4457 174.65858156994972 4670.4457 5539.4099 24.6865122351839 5298.3617 5575.1208 87.08313581150948 5575.1208 5875.6872 159.29397557125696 5875.6872 6575.0248 221.98898621601205 7637.4228 8771.2425 2005M "" "" "" +CMFGEN 1.02 66.54000000003725 -0.5108030277017411 3968.1322 4000.8672 203.5778713822396 3968.1322 4670.4457 135.4880113962722 4670.4457 5539.4099 -9.998305099123066 5298.3617 5575.1208 61.49345529262134 5575.1208 5875.6872 111.36046616382892 5875.6872 6575.0248 422.9132898631426 7637.4228 8771.2425 2005M "" "" "" +CMFGEN 1.4 66.54000000003725 -0.28131378999901846 3968.1322 4000.8672 196.4515556288017 3968.1322 4670.4457 209.53142731916085 4670.4457 5539.4099 -14.094501458410779 5298.3617 5575.1208 50.365048889190106 5575.1208 5875.6872 111.61454190408013 5875.6872 6575.0248 421.5334948181397 7637.4228 8771.2425 2005M "" "" "" +CMFGEN 1.7 66.54000000003725 -0.32886184344430947 3968.1322 4000.8672 208.826451875459 3968.1322 4670.4457 76.8690740990238 4670.4457 5539.4099 45.81908266889215 5298.3617 5575.1208 123.43134073752657 5575.1208 5875.6872 210.1062781684498 5875.6872 6575.0248 257.5733602450746 7637.4228 8771.2425 2005M "" "" "" +OBSERVED "" 3.7299999999813735 14.299261224499222 3974.084 4093.1202 97.2361287106126 4093.1202 4512.7228 162.27929353849032 4512.7228 5155.5182 94.73310258439189 5155.5182 5631.663 23.37238996125228 5631.663 5929.2535 160.21734901905444 5929.2535 6580.9766 198.7405365037592 7851.688 8762.3148 2005M "" "" "" +CMFGEN 1.04 3.7299999999813735 3.3409802906112946 3974.084 4093.1202 -215.83794185619269 4093.1202 4512.7228 241.69641222098934 4512.7228 5155.5182 184.57798329978337 5155.5182 5631.663 -6.452110201861489 5631.663 5929.2535 138.66484086964783 5929.2535 6580.9766 19.72556156400622 7851.688 8762.3148 2005M "" "" "" +CMFGEN 1.02 3.7299999999813735 10.911480866797396 3974.084 4093.1202 -266.54538473783015 4093.1202 4512.7228 263.1492323255281 4512.7228 5155.5182 228.7104291824848 5155.5182 5631.663 13.28704474318836 5631.663 5929.2535 98.87720214794956 5929.2535 6580.9766 42.413729630404376 7851.688 8762.3148 2005M "" "" "" +CMFGEN 1.4 3.7299999999813735 14.758045703009845 3974.084 4093.1202 -327.4153247940712 4093.1202 4512.7228 171.32727474367218 4512.7228 5155.5182 152.1216684225429 5155.5182 5631.663 26.591862084366753 5631.663 5929.2535 72.83976554911365 5929.2535 6580.9766 -42.222070780778516 7851.688 8762.3148 2005M "" "" "" +CMFGEN 1.7 3.7299999999813735 10.302566944249387 3974.084 4093.1202 55.0768883060075 4093.1202 4512.7228 344.2742712706952 4512.7228 5155.5182 22.640481331440476 5155.5182 5631.663 -21.75838125823985 5631.663 5929.2535 84.83486424850084 5929.2535 6580.9766 26.69923536278157 7851.688 8762.3148 2005M "" "" "" +OBSERVED "" 69.54000000003725 12.300417702853874 3980.0358 4027.6503 358.5735910880966 3980.0358 4670.4457 365.05224366932345 4670.4457 5533.4581 49.573565557793735 5283.4821 5551.3136 128.06797723263065 5551.3136 5884.6149 383.3209185316701 5884.6149 6580.9766 693.7510259948413 7705.8686 8723.6281 2005M "" "" "" +CMFGEN 1.04 69.54000000003725 -0.3338420674650682 3980.0358 4027.6503 230.61424997656823 3980.0358 4670.4457 187.01160254002156 4670.4457 5533.4581 29.235389884908287 5283.4821 5551.3136 108.3302669703213 5551.3136 5884.6149 164.0813431342177 5884.6149 6580.9766 366.0630872779933 7705.8686 8723.6281 2005M "" "" "" +CMFGEN 1.02 69.54000000003725 0.17680727408186514 3980.0358 4027.6503 202.54878437411904 3980.0358 4670.4457 157.5469599821761 4670.4457 5533.4581 -7.841765628261491 5283.4821 5551.3136 78.5734847794603 5551.3136 5884.6149 103.15744170030091 5884.6149 6580.9766 488.3197132966277 7705.8686 8723.6281 2005M "" "" "" +CMFGEN 1.4 69.54000000003725 0.46467700111118027 3980.0358 4027.6503 193.4095462545387 3980.0358 4670.4457 222.06164399763884 4670.4457 5533.4581 -8.247261013743719 5283.4821 5551.3136 61.91649494481574 5551.3136 5884.6149 103.90928684897128 5884.6149 6580.9766 478.04705485770444 7705.8686 8723.6281 2005M "" "" "" +CMFGEN 1.7 69.54000000003725 0.45756199908180695 3980.0358 4027.6503 214.62145903230095 3980.0358 4670.4457 87.52292990401814 4670.4457 5533.4581 32.50915681507545 5283.4821 5551.3136 144.48682777562308 5551.3136 5884.6149 218.0723953317162 5884.6149 6580.9766 238.14333913612643 7705.8686 8723.6281 2005M "" "" "" +OBSERVED "" 38.62000000011176 2.297129485148746 3983.0117 4000.8672 319.61709516890414 3983.0117 4670.4457 408.5154156905455 4670.4457 5539.4099 29.109835239589273 5295.3857 5557.2654 55.161035560643114 5557.2654 5828.0727 249.5771762826749 5828.0727 6518.4826 479.5383954975076 7750.5072 8750.4112 2005M "" "" "" +CMFGEN 1.04 38.62000000011176 -0.013891954240465113 3983.0117 4000.8672 8.702895259007125 3983.0117 4670.4457 40.550680483245436 4670.4457 5539.4099 16.782938210272576 5295.3857 5557.2654 16.738567889072588 5557.2654 5828.0727 131.50203401460814 5828.0727 6518.4826 88.91945231043465 7750.5072 8750.4112 2005M "" "" "" +CMFGEN 1.02 38.62000000011176 0.0602144954326868 3983.0117 4000.8672 -106.44883085821 3983.0117 4670.4457 122.84157392200888 4670.4457 5539.4099 18.63596573137708 5295.3857 5557.2654 10.119970717305302 5557.2654 5828.0727 100.69769592206711 5828.0727 6518.4826 130.50609064560152 7750.5072 8750.4112 2005M "" "" "" +CMFGEN 1.4 38.62000000011176 0.0752445414703465 3983.0117 4000.8672 -139.37575834635254 3983.0117 4670.4457 157.30546801355328 4670.4457 5539.4099 23.896598530100977 5295.3857 5557.2654 17.867437891339396 5557.2654 5828.0727 87.43546075249257 5828.0727 6518.4826 62.78925365910118 7750.5072 8750.4112 2005M "" "" "" +CMFGEN 1.7 38.62000000011176 0.004866319151714021 3983.0117 4000.8672 -47.94196966256793 3983.0117 4670.4457 88.23929740323936 4670.4457 5539.4099 14.183478389687075 5295.3857 5557.2654 9.405795821189527 5557.2654 5828.0727 116.90045886526302 5828.0727 6518.4826 148.2000788045287 7750.5072 8750.4112 2005M "" "" "" +OBSERVED "" 7.75 35.23941318732374 3908.6141 4119.9034 136.55205617602095 4119.9034 4572.2409 201.45174738510252 4572.2409 5259.6749 88.75847019825687 5259.6749 5640.5907 44.71164590174148 5640.5907 5956.0366 148.0373183633134 5956.0366 6530.3862 401.9464049641659 7848.7121 8851.592 2005M "" "" "" +CMFGEN 1.04 7.75 31.33760952697892 3908.6141 4119.9034 -262.37586598984876 4119.9034 4572.2409 181.65954945563772 4572.2409 5259.6749 100.63585790809952 5259.6749 5640.5907 2.461391858269809 5640.5907 5956.0366 118.79761052132515 5956.0366 6530.3862 -7.420028727530877 7848.7121 8851.592 2005M "" "" "" +CMFGEN 1.02 7.75 50.45634307812999 3908.6141 4119.9034 -341.4679780892136 4119.9034 4572.2409 95.86875562189263 4572.2409 5259.6749 132.1809266111673 5259.6749 5640.5907 21.668217754564488 5640.5907 5956.0366 88.72455689592297 5956.0366 6530.3862 1.7369295281369759 7848.7121 8851.592 2005M "" "" "" +CMFGEN 1.4 7.75 60.729567335766575 3908.6141 4119.9034 -406.9772654978424 4119.9034 4572.2409 -16.29848781757964 4572.2409 5259.6749 43.13894291871793 5259.6749 5640.5907 26.636969866143488 5640.5907 5956.0366 56.03954149802961 5956.0366 6530.3862 -84.98910828497337 7848.7121 8851.592 2005M "" "" "" +CMFGEN 1.7 7.75 44.52489271881646 3908.6141 4119.9034 -353.0349245189782 4119.9034 4572.2409 404.3309309217643 4572.2409 5259.6749 20.548067028422164 5259.6749 5640.5907 -9.7224732378504 5640.5907 5956.0366 68.60281712074075 5956.0366 6530.3862 -16.759707803330954 7848.7121 8851.592 2005M "" "" "" +OBSERVED "" 42.580000000074506 9.066384485439896 3971.1081 4003.8431 404.8399319462807 3971.1081 4640.6867 480.1662034095396 4640.6867 5533.4581 50.456687949887694 5292.4098 5566.1931 78.02651714140492 5566.1931 5819.145 305.7547343688808 5819.145 6518.4826 629.2740051754715 7744.5554 8747.4353 2005M "" "" "" +CMFGEN 1.04 42.580000000074506 -0.058667655918871846 3971.1081 4003.8431 52.79312974161854 3971.1081 4640.6867 91.75000138382583 4640.6867 5533.4581 24.350815513339327 5292.4098 5566.1931 33.720923300588595 5566.1931 5819.145 133.1511331287138 5819.145 6518.4826 69.42143862207863 7744.5554 8747.4353 2005M "" "" "" +CMFGEN 1.02 42.580000000074506 0.5235742803400245 3971.1081 4003.8431 -11.130438837042794 3971.1081 4640.6867 171.39354401040876 4640.6867 5533.4581 14.857971746898325 5292.4098 5566.1931 7.655650658930278 5566.1931 5819.145 108.1113451018051 5819.145 6518.4826 197.48577185582513 7744.5554 8747.4353 2005M "" "" "" +CMFGEN 1.4 42.580000000074506 0.7059644395207476 3971.1081 4003.8431 -42.607977261175975 3971.1081 4640.6867 197.45205644943889 4640.6867 5533.4581 22.841264858633288 5292.4098 5566.1931 8.774647554096862 5566.1931 5819.145 81.96612301498169 5819.145 6518.4826 167.50263867183898 7744.5554 8747.4353 2005M "" "" "" +CMFGEN 1.7 42.580000000074506 0.2565744896875826 3971.1081 4003.8431 11.002759855226683 3971.1081 4640.6867 117.59549524234725 4640.6867 5533.4581 16.145368581183316 5292.4098 5566.1931 22.246137641495466 5566.1931 5819.145 130.9962654223226 5819.145 6518.4826 151.57219935404072 7744.5554 8747.4353 2005M "" "" "" +OBSERVED "" 47.56999999983236 107.33036135977292 3986.1868 4101.2268 398.74617954750715 4101.2268 4602.1298 456.80140580597515 4602.1298 5529.6393 63.70695300458703 5292.3694 5567.986 101.07755496375226 5567.986 5826.8258 320.3738061979536 5826.8258 6517.0654 "" "" "" 2005M "" "" "" +CMFGEN 1.04 47.56999999983236 5.508235223811639 3986.1868 4101.2268 60.08421788643547 4101.2268 4602.1298 125.46956468972915 4602.1298 5529.6393 30.618266816876798 5292.3694 5567.986 64.07444886450249 5567.986 5826.8258 132.86945687114235 5826.8258 6517.0654 "" "" "" 2005M "" "" "" +CMFGEN 1.02 47.56999999983236 10.051040133520612 3986.1868 4101.2268 90.69924540959306 4101.2268 4602.1298 180.9085638656351 4602.1298 5529.6393 17.656940587226796 5292.3694 5567.986 25.33541041819576 5567.986 5826.8258 126.54626644712025 5826.8258 6517.0654 "" "" "" 2005M "" "" "" +CMFGEN 1.4 47.56999999983236 9.334234672267906 3986.1868 4101.2268 90.71338501299495 4101.2268 4602.1298 215.11306434274186 4602.1298 5529.6393 17.39141092466844 5292.3694 5567.986 11.179453555134954 5567.986 5826.8258 103.12134158141313 5826.8258 6517.0654 "" "" "" 2005M "" "" "" +CMFGEN 1.7 47.56999999983236 6.75532502158501 3986.1868 4101.2268 65.69323935160729 4101.2268 4602.1298 147.3534347319121 4602.1298 5529.6393 22.355601364588924 5292.3694 5567.986 50.67277114340908 5567.986 5826.8258 148.16996618561632 5826.8258 6517.0654 "" "" "" 2005M "" "" "" +OBSERVED "" 56.580000000074506 2.6714430303835277 3968.1322 4003.8431 301.58773560954626 3968.1322 4670.4457 371.12445715764704 4670.4457 5536.434 22.786067051841275 5295.3857 5566.1931 91.63771214075528 5566.1931 5866.7595 268.3253030096968 5866.7595 6580.9766 547.3794755966398 7708.8445 8726.604 2005M "" "" "" +CMFGEN 1.04 56.580000000074506 -0.35183978637640884 3968.1322 4003.8431 150.915931326836 3968.1322 4670.4457 103.57756905603088 4670.4457 5536.434 26.22754133064287 5295.3857 5566.1931 80.35210170760736 5566.1931 5866.7595 147.39479809763162 5866.7595 6580.9766 295.97349190428815 7708.8445 8726.604 2005M "" "" "" +CMFGEN 1.02 56.580000000074506 -0.057982781338246345 3968.1322 4003.8431 165.09414987443432 3968.1322 4670.4457 47.649791761443524 4670.4457 5536.434 -3.9229019072194986 5295.3857 5566.1931 62.92982492075891 5566.1931 5866.7595 103.91079925011698 5866.7595 6580.9766 433.42573066439286 7708.8445 8726.604 2005M "" "" "" +CMFGEN 1.4 56.580000000074506 0.16335062707872752 3968.1322 4003.8431 160.54245046416094 3968.1322 4670.4457 94.04706729847912 4670.4457 5536.434 -0.8351190058648058 5295.3857 5566.1931 47.56717694759594 5566.1931 5866.7595 90.5073970618538 5866.7595 6580.9766 406.5431349505601 7708.8445 8726.604 2005M "" "" "" +CMFGEN 1.7 56.580000000074506 -0.02956971998365808 3968.1322 4003.8431 130.42596554012718 3968.1322 4670.4457 53.3966314620142 4670.4457 5536.434 26.701486816446234 5295.3857 5566.1931 99.82848738812152 5566.1931 5866.7595 198.6201914285743 5866.7595 6580.9766 214.91043368318742 7708.8445 8726.604 2005M "" "" "" +OBSERVED "" -0.2900000000372529 12.899066152307348 3953.2527 4090.1443 101.65899223166421 4090.1443 4521.6505 149.73420522740594 4521.6505 5140.6387 77.47013653401173 5158.4941 5622.7353 20.911030687544603 5622.7353 5908.4221 203.25864741838114 5908.4221 6580.9766 93.72904339371073 7833.8325 8360.5677 2005M "" "" "" +CMFGEN 1.04 -0.2900000000372529 9.148795266396748 3953.2527 4090.1443 -233.6783283731785 4090.1443 4521.6505 224.38569159917927 4521.6505 5140.6387 184.67423189597287 5158.4941 5622.7353 -13.423922393389661 5622.7353 5908.4221 153.53221905681713 5908.4221 6580.9766 80.94859049332644 7833.8325 8360.5677 2005M "" "" "" +CMFGEN 1.02 -0.2900000000372529 18.239252635525528 3953.2527 4090.1443 -293.0039189465755 4090.1443 4521.6505 260.58690693646895 4521.6505 5140.6387 229.47054954255827 5158.4941 5622.7353 6.375470828450939 5622.7353 5908.4221 113.12692528545537 5908.4221 6580.9766 49.37434143485494 7833.8325 8360.5677 2005M "" "" "" +CMFGEN 1.4 -0.2900000000372529 22.425224263193257 3953.2527 4090.1443 -360.90389581613283 4090.1443 4521.6505 165.1262137453104 4521.6505 5140.6387 158.39021629782349 5158.4941 5622.7353 26.352884244655037 5622.7353 5908.4221 79.25692467863388 5908.4221 6580.9766 40.7168633264308 7833.8325 8360.5677 2005M "" "" "" +CMFGEN 1.7 -0.2900000000372529 15.359280326993558 3953.2527 4090.1443 11.73033281004632 4090.1443 4521.6505 312.0276193310404 4521.6505 5140.6387 23.35037553394121 5158.4941 5622.7353 -27.46672016988631 5622.7353 5908.4221 106.02708767151917 5908.4221 6580.9766 101.08429266585279 7833.8325 8360.5677 2005M "" "" "" +OBSERVED "" -7.320000000225264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 272.1028430707915 5869.506 6505.826 "" "" "" 2005W "" "" "" +CMFGEN 1.04 -7.320000000225264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 175.9245179671432 5869.506 6505.826 "" "" "" 2005W "" "" "" +CMFGEN 1.02 -7.320000000225264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 140.59780730741508 5869.506 6505.826 "" "" "" 2005W "" "" "" +CMFGEN 1.4 -7.320000000225264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 69.17503043639196 5869.506 6505.826 "" "" "" 2005W "" "" "" +CMFGEN 1.7 -7.320000000225264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 148.82702033876242 5869.506 6505.826 "" "" "" 2005W "" "" "" +OBSERVED "" 34.05000000003929 23.23507767399421 3965.5766 4036.0171 369.5750734377028 3965.5766 4610.8117 531.9261751569805 4610.8117 5503.9974 51.6285275935779 5295.4935 5503.9974 94.43413336603412 5574.4379 5839.2942 335.9303683870993 5839.2942 6487.3469 "" "" "" 2005ag "" "" "" +CMFGEN 1.04 34.05000000003929 -0.022460389336911975 3965.5766 4036.0171 38.523044159179236 3965.5766 4610.8117 110.60166193343127 4610.8117 5503.9974 10.589487986762386 5295.4935 5503.9974 11.780656244446726 5574.4379 5839.2942 136.055349899269 5839.2942 6487.3469 "" "" "" 2005ag "" "" "" +CMFGEN 1.02 34.05000000003929 2.1294015057989015 3965.5766 4036.0171 -47.26651442759874 3965.5766 4610.8117 180.99047358232886 4610.8117 5503.9974 14.147562655655543 5295.4935 5503.9974 11.34061785483864 5574.4379 5839.2942 115.73290352686772 5839.2942 6487.3469 "" "" "" 2005ag "" "" "" +CMFGEN 1.4 34.05000000003929 2.140413011325663 3965.5766 4036.0171 -63.43757223493405 3965.5766 4610.8117 203.52643911237337 4610.8117 5503.9974 19.35433267626265 5295.4935 5503.9974 24.52946085588297 5574.4379 5839.2942 113.30317332349112 5839.2942 6487.3469 "" "" "" 2005ag "" "" "" +CMFGEN 1.7 34.05000000003929 0.6255693221284524 3965.5766 4036.0171 -17.54826885768228 3965.5766 4610.8117 143.9381980715031 4610.8117 5503.9974 12.717153850476418 5295.4935 5503.9974 7.5710300136014395 5574.4379 5839.2942 114.5580598375086 5839.2942 6487.3469 "" "" "" 2005ag "" "" "" +OBSERVED "" 30.099999999853026 49.77352471564329 3914.8595 4044.47 415.9812940265373 3914.8595 4619.2646 480.65638340733585 4619.2646 5503.9974 41.54971995668521 5298.3111 5503.9974 105.13076746903468 5554.7146 5839.2942 296.50379950744207 5839.2942 6464.806 "" "" "" 2005ag "" "" "" +CMFGEN 1.04 30.099999999853026 -1.3096385457960271 3914.8595 4044.47 17.734526067131835 3914.8595 4619.2646 134.00155726680453 4619.2646 5503.9974 14.579766118099275 5298.3111 5503.9974 -0.4759433979161876 5554.7146 5839.2942 140.32113622982843 5839.2942 6464.806 "" "" "" 2005ag "" "" "" +CMFGEN 1.02 30.099999999853026 12.793939783771386 3914.8595 4044.47 -38.58937126586952 3914.8595 4619.2646 173.8148535477655 4619.2646 5503.9974 19.15981673325584 5298.3111 5503.9974 11.614738527481311 5554.7146 5839.2942 132.2637859719338 5839.2942 6464.806 "" "" "" 2005ag "" "" "" +CMFGEN 1.4 30.099999999853026 11.263785143150933 3914.8595 4044.47 -57.2563305129105 3914.8595 4619.2646 170.60153784561217 4619.2646 5503.9974 19.668745106553207 5298.3111 5503.9974 31.596124640167957 5554.7146 5839.2942 128.34875154086006 5839.2942 6464.806 "" "" "" 2005ag "" "" "" 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148.3198979523936 7735.8148 8529.9477 2005el "" "" "" +CMFGEN 1.4 -6.420000000151049 30.77334528925796 3929.9702 4082.8034 -307.7347861254634 3929.9702 4493.3551 260.7786342390987 4502.3453 5080.7138 116.08969828601211 5179.6058 5644.0986 15.623687232106212 5644.0986 5874.8467 12.969709799800416 5874.8467 6270.4148 111.63970293674305 7735.8148 8529.9477 2005el "" "" "" +CMFGEN 1.7 -6.420000000151049 21.046119147788502 3929.9702 4082.8034 289.59538763556975 3929.9702 4493.3551 301.4291955044779 4502.3453 5080.7138 5.209743138115826 5179.6058 5644.0986 -15.822518000026891 5644.0986 5874.8467 86.80169403350482 5874.8467 6270.4148 246.38609815425332 7735.8148 8529.9477 2005el "" "" "" +OBSERVED "" 1.619999999886204 22.437704200992535 3947.9506 4079.8066 89.63614003664748 3947.9506 4502.3453 116.7477357327987 4502.3453 5122.668 92.50419574060005 5203.5796 5602.1444 24.360628269421287 5602.1444 5886.8336 101.46158359877252 5886.8336 6303.3788 212.6972156152695 7795.7493 8550.9248 2005el "" "" "" +CMFGEN 1.04 1.619999999886204 10.954601561880901 3947.9506 4079.8066 -360.2993868102467 3947.9506 4502.3453 233.60249628768497 4502.3453 5122.668 172.6822092835382 5203.5796 5602.1444 -25.88274385757028 5602.1444 5886.8336 77.06236322253895 5886.8336 6303.3788 114.98746859553317 7795.7493 8550.9248 2005el "" "" "" +CMFGEN 1.02 1.619999999886204 18.387237429870552 3947.9506 4079.8066 -359.4783995120091 3947.9506 4502.3453 278.7097998787593 4502.3453 5122.668 197.31738449935781 5203.5796 5602.1444 -7.775535142951703 5602.1444 5886.8336 61.22298427396096 5886.8336 6303.3788 103.44913276352503 7795.7493 8550.9248 2005el "" "" "" +CMFGEN 1.4 1.619999999886204 21.338785543675197 3947.9506 4079.8066 -378.80030963258747 3947.9506 4502.3453 212.08292587751654 4502.3453 5122.668 142.08234748078482 5203.5796 5602.1444 27.46012940102293 5602.1444 5886.8336 12.792765768976084 5886.8336 6303.3788 62.608401875207356 7795.7493 8550.9248 2005el "" "" "" +CMFGEN 1.7 1.619999999886204 14.258773672351278 3947.9506 4079.8066 247.64064439857776 3947.9506 4502.3453 332.7687092769263 4502.3453 5122.668 26.91428657115582 5203.5796 5602.1444 -42.959205140058444 5602.1444 5886.8336 90.25520901950549 5886.8336 6303.3788 168.63881253911762 7795.7493 8550.9248 2005el "" "" "" +OBSERVED "" 14.599999999867578 18.288700779062903 3952.4786 4058.1108 268.4364787014542 3952.4786 4611.1264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005el 96.74851282023016 3656.2942 3952.4786 +CMFGEN 1.04 14.599999999867578 8.075954863890937 3952.4786 4058.1108 -752.523050141264 3952.4786 4611.1264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005el 32.43815827545355 3656.2942 3952.4786 +CMFGEN 1.02 14.599999999867578 11.159102921710282 3952.4786 4058.1108 -959.5435867608578 3952.4786 4611.1264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005el -0.8849291199008711 3656.2942 3952.4786 +CMFGEN 1.4 14.599999999867578 12.34359070386361 3952.4786 4058.1108 -1038.9533226655774 3952.4786 4611.1264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005el -12.237442393410294 3656.2942 3952.4786 +CMFGEN 1.7 14.599999999867578 7.90443039364018 3952.4786 4058.1108 -542.232068927275 3952.4786 4611.1264 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005el -60.317212885288384 3656.2942 3952.4786 +OBSERVED "" 14.590000000091095 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 211.9004299633325 5848.2889 6459.0437 328.9740628796691 7957.5625 8695.1408 2005el "" "" "" +CMFGEN 1.04 14.590000000091095 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 185.5535242039767 5848.2889 6459.0437 -3.4520549366926048 7957.5625 8695.1408 2005el "" "" "" +CMFGEN 1.02 14.590000000091095 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 143.09301901931582 5848.2889 6459.0437 24.12526645226029 7957.5625 8695.1408 2005el "" "" "" +CMFGEN 1.4 14.590000000091095 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 54.26703367756019 5848.2889 6459.0437 -41.3968133413191 7957.5625 8695.1408 2005el "" "" "" +CMFGEN 1.7 14.590000000091095 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 162.73333474138605 5848.2889 6459.0437 1.4452970380588859 7957.5625 8695.1408 2005el "" "" "" +OBSERVED "" 14.579999999848951 "" "" "" "" "" "" 243.07678606610858 4625.0929 5256.5982 -4.319630553105721 5256.5982 5502.0019 78.68504748069233 5551.0826 5881.5595 171.08559802799715 5881.5595 6467.2561 321.4825561336897 7831.7002 8685.7048 2005el "" "" "" +CMFGEN 1.04 14.579999999848951 "" "" "" "" "" "" 142.35037065683716 4625.0929 5256.5982 97.50174318670541 5256.5982 5502.0019 -73.56605561257686 5551.0826 5881.5595 163.3783855133019 5881.5595 6467.2561 64.56963935207966 7831.7002 8685.7048 2005el "" "" "" +CMFGEN 1.02 14.579999999848951 "" "" "" "" "" "" 49.239562566516724 4625.0929 5256.5982 83.11987018271402 5256.5982 5502.0019 -81.19172069773865 5551.0826 5881.5595 123.89883969198596 5881.5595 6467.2561 83.00728895670409 7831.7002 8685.7048 2005el "" "" "" +CMFGEN 1.4 14.579999999848951 "" "" "" "" "" "" -74.30814617950547 4625.0929 5256.5982 67.14754862957808 5256.5982 5502.0019 -9.875299640103107 5551.0826 5881.5595 49.838315469035834 5881.5595 6467.2561 5.775025778270791 7831.7002 8685.7048 2005el "" "" "" +CMFGEN 1.7 14.579999999848951 "" "" "" "" "" "" 347.82705251310205 4625.0929 5256.5982 -81.13442990287128 5256.5982 5502.0019 -120.30172175700149 5551.0826 5881.5595 133.0075806944842 5881.5595 6467.2561 107.41209260169907 7831.7002 8685.7048 2005el "" "" "" +OBSERVED "" -7.029999999940628 10.745901522553167 3926.4943 4056.5478 106.70850435693788 4056.5478 4514.6909 113.74260467302533 4514.6909 5108.7991 69.29729369988227 5159.047 5658.5707 17.899882427717696 5658.5707 5909.8105 76.05501115676483 5909.8105 6379.7766 400.7859631124387 7635.9754 8794.634 2005eq "" "" "" +CMFGEN 1.04 -7.029999999940628 16.67248694312557 3926.4943 4056.5478 -264.14449530788477 4056.5478 4514.6909 215.14366484744104 4514.6909 5108.7991 173.36784633757975 5159.047 5658.5707 2.1581956141493968 5658.5707 5909.8105 115.99171426060684 5909.8105 6379.7766 278.48729282083775 7635.9754 8794.634 2005eq "" "" "" +CMFGEN 1.02 -7.029999999940628 19.893824977314377 3926.4943 4056.5478 -335.94458845556824 4056.5478 4514.6909 262.0521025930537 4514.6909 5108.7991 208.7252728511125 5159.047 5658.5707 12.085111683916358 5658.5707 5909.8105 78.26723862719618 5909.8105 6379.7766 260.6528159948202 7635.9754 8794.634 2005eq "" "" "" +CMFGEN 1.4 -7.029999999940628 20.669252933867742 3926.4943 4056.5478 -407.21272965369866 4056.5478 4514.6909 214.84682294719585 4514.6909 5108.7991 109.94048261239146 5159.047 5658.5707 13.889443940093377 5658.5707 5909.8105 15.138989186304944 5909.8105 6379.7766 162.91596412394233 7635.9754 8794.634 2005eq "" "" "" +CMFGEN 1.7 -7.029999999940628 13.591882181848648 3926.4943 4056.5478 78.75335724843741 4056.5478 4514.6909 300.04053780972123 4514.6909 5108.7991 11.261548962920841 5159.047 5658.5707 -9.678213538036246 5658.5707 5909.8105 100.2346173493662 5909.8105 6379.7766 385.1753301548433 7635.9754 8794.634 2005eq "" "" "" +OBSERVED "" 5.90000000022701 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 91.18395129581995 5830.8859 6288.4508 265.6625158722402 7845.4884 8582.8593 2005eq "" "" "" +CMFGEN 1.04 5.90000000022701 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 100.08287215166624 5830.8859 6288.4508 80.9918437548591 7845.4884 8582.8593 2005eq "" "" "" +CMFGEN 1.02 5.90000000022701 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 81.58995331986236 5830.8859 6288.4508 71.42699706299456 7845.4884 8582.8593 2005eq "" "" "" +CMFGEN 1.4 5.90000000022701 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 19.93991765444936 5830.8859 6288.4508 24.946212728669884 7845.4884 8582.8593 2005eq "" "" "" +CMFGEN 1.7 5.90000000022701 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 120.06967971952179 5830.8859 6288.4508 110.7734848358625 7845.4884 8582.8593 2005eq "" "" "" +OBSERVED "" 5.919999999779975 21.99347647442801 3914.7903 4074.1369 104.84769626987867 4074.1369 4492.9325 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005eq 137.4606522183279 3604.2687 4074.1369 +CMFGEN 1.04 5.919999999779975 24.780686949357158 3914.7903 4074.1369 -195.1794471542164 4074.1369 4492.9325 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005eq 208.30250278357502 3604.2687 4074.1369 +CMFGEN 1.02 5.919999999779975 32.00116973102998 3914.7903 4074.1369 -239.8190496841085 4074.1369 4492.9325 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005eq 183.28415543191923 3604.2687 4074.1369 +CMFGEN 1.4 5.919999999779975 34.35891719757514 3914.7903 4074.1369 -293.99874030930755 4074.1369 4492.9325 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005eq 161.75280347509985 3604.2687 4074.1369 +CMFGEN 1.7 5.919999999779975 22.970628838997282 3914.7903 4074.1369 139.89420733836968 4074.1369 4492.9325 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005eq 69.05038665939564 3604.2687 4074.1369 +OBSERVED "" 5.889999999984866 20.62803082785333 3958.358 4058.4049 146.78516741926683 3958.358 4526.366 186.1124787926843 4526.366 5204.1029 85.76837151452827 5204.1029 5591.3811 26.498825517797385 5591.3811 5862.4758 88.49573711283288 5862.4758 6301.3911 181.46078506345927 7898.9137 8521.7861 2005eq "" "" "" +CMFGEN 1.04 5.889999999984866 6.498943240981586 3958.358 4058.4049 -453.9453692026783 3958.358 4526.366 334.010418537638 4526.366 5204.1029 172.57663578922575 5204.1029 5591.3811 -30.649896615756138 5591.3811 5862.4758 89.2514687244738 5862.4758 6301.3911 53.33102456449639 7898.9137 8521.7861 2005eq "" "" "" +CMFGEN 1.02 5.889999999984866 9.471156202036756 3958.358 4058.4049 -494.068630449589 3958.358 4526.366 210.1390458483803 4526.366 5204.1029 195.4325776572377 5204.1029 5591.3811 -17.396121697996694 5591.3811 5862.4758 71.32325298303277 5862.4758 6301.3911 42.89465616913917 7898.9137 8521.7861 2005eq "" "" "" +CMFGEN 1.4 5.889999999984866 10.633176029545533 3958.358 4058.4049 -531.9683956680472 3958.358 4526.366 95.93040176812119 4526.366 5204.1029 148.47231496976264 5204.1029 5591.3811 24.313801436984676 5591.3811 5862.4758 16.152318004162105 5862.4758 6301.3911 9.963491123496935 7898.9137 8521.7861 2005eq "" "" "" +CMFGEN 1.7 5.889999999984866 6.7906575192942915 3958.358 4058.4049 109.64534915828797 3958.358 4526.366 418.6373900589017 4526.366 5204.1029 20.188365386183968 5204.1029 5591.3811 -48.50596894212774 5591.3811 5862.4758 105.56836029955775 5862.4758 6301.3911 64.20336585157048 7898.9137 8521.7861 2005eq "" "" "" +OBSERVED "" -1.170000000129221 16.176312155261996 3913.08025656143 4074.26785507789 106.09528968700342 3913.08025656143 4510.93971287703 127.64765918443402 4510.93971287703 5097.07643475508 86.22242118871085 5182.06625942739 5577.70854669507 24.23163274535672 5577.70854669507 5882.49964207165 89.35782251629388 5882.49964207165 6281.07261294872 "" "" "" 2005hc "" "" "" +CMFGEN 1.04 -1.170000000129221 25.616684083130792 3913.08025656143 4074.26785507789 -393.6123506709662 3913.08025656143 4510.93971287703 210.9339640957077 4510.93971287703 5097.07643475508 183.22955037013273 5182.06625942739 5577.70854669507 -42.87813104495041 5577.70854669507 5882.49964207165 66.62109633169801 5882.49964207165 6281.07261294872 "" "" "" 2005hc "" "" "" +CMFGEN 1.02 -1.170000000129221 32.9573012447319 3913.08025656143 4074.26785507789 -383.8671225581236 3913.08025656143 4510.93971287703 258.29538616497587 4510.93971287703 5097.07643475508 208.7066191485215 5182.06625942739 5577.70854669507 -31.0149319233384 5577.70854669507 5882.49964207165 56.38769255254941 5882.49964207165 6281.07261294872 "" "" "" 2005hc "" "" "" +CMFGEN 1.4 -1.170000000129221 35.03004858317746 3913.08025656143 4074.26785507789 -401.03639971998473 3913.08025656143 4510.93971287703 233.72813075060304 4510.93971287703 5097.07643475508 168.4390124445492 5182.06625942739 5577.70854669507 23.436554711970544 5577.70854669507 5882.49964207165 12.540681382775254 5882.49964207165 6281.07261294872 "" "" "" 2005hc "" "" "" +CMFGEN 1.7 -1.170000000129221 23.422459967225112 3913.08025656143 4074.26785507789 249.7036135189289 3913.08025656143 4510.93971287703 301.08278153659376 4510.93971287703 5097.07643475508 -13.017498569480473 5182.06625942739 5577.70854669507 -72.081650733092 5577.70854669507 5882.49964207165 85.58126139182704 5882.49964207165 6281.07261294872 "" "" "" 2005hc "" "" "" +OBSERVED "" 0.7499999997962732 18.429523314391208 3924.54001151333 4056.42598768228 110.00346216541796 4056.42598768228 4507.76910612715 138.8741426687079 4507.76910612715 5105.65219809307 98.55672033534906 5184.78378379444 5603.88810806467 20.333129848930998 5603.88810806467 5835.42126622795 101.14112825133664 5835.42126622795 6336.58797566998 "" "" "" 2005hc "" "" "" +CMFGEN 1.04 0.7499999997962732 17.345127139377873 3924.54001151333 4056.42598768228 -250.76580624601974 4056.42598768228 4507.76910612715 217.9976104608607 4507.76910612715 5105.65219809307 181.17508198215586 5184.78378379444 5603.88810806467 -20.11014217201117 5603.88810806467 5835.42126622795 131.49603617843576 5835.42126622795 6336.58797566998 "" "" "" 2005hc "" "" "" +CMFGEN 1.02 0.7499999997962732 20.605306626100237 3924.54001151333 4056.42598768228 -315.9420603789703 4056.42598768228 4507.76910612715 265.6301690630106 4507.76910612715 5105.65219809307 211.61981120348727 5184.78378379444 5603.88810806467 -9.529616853931687 5603.88810806467 5835.42126622795 100.97577314549453 5835.42126622795 6336.58797566998 "" "" "" 2005hc "" "" "" +CMFGEN 1.4 0.7499999997962732 21.36198314145731 3924.54001151333 4056.42598768228 -382.2774820847032 4056.42598768228 4507.76910612715 224.82227001780547 4507.76910612715 5105.65219809307 156.2226408629047 5184.78378379444 5603.88810806467 19.532487810447087 5603.88810806467 5835.42126622795 21.49286126990279 5835.42126622795 6336.58797566998 "" "" "" 2005hc "" "" "" +CMFGEN 1.7 0.7499999997962732 14.051123631487188 3924.54001151333 4056.42598768228 114.34031196848379 4056.42598768228 4507.76910612715 314.33097547173236 4507.76910612715 5105.65219809307 8.194237100849563 5184.78378379444 5603.88810806467 -29.92873966554853 5603.88810806467 5835.42126622795 139.11685456085658 5835.42126622795 6336.58797566998 "" "" "" 2005hc "" "" "" +OBSERVED "" -5.320000000036089 45.62815071440574 3929.091 4106.8899 233.48768223520818 3929.091 4576.7872 216.8279244014252 4576.7872 5129.234 126.40202490204642 5180.0337 5583.2564 98.72256603311 5583.2564 5945.2043 152.59419812436082 5945.2043 6278.5774 457.280983538568 7535.8701 8421.6899 2005hc "" "" "" +CMFGEN 1.04 -5.320000000036089 19.45928102109574 3929.091 4106.8899 -658.4671128013954 3929.091 4576.7872 179.3563314330617 4576.7872 5129.234 184.14638687051846 5180.0337 5583.2564 -37.78461951113329 5583.2564 5945.2043 42.96031713270225 5945.2043 6278.5774 350.8807965111817 7535.8701 8421.6899 2005hc "" "" "" +CMFGEN 1.02 -5.320000000036089 34.12895155756245 3929.091 4106.8899 -784.3702911347411 3929.091 4576.7872 212.64172019807896 4576.7872 5129.234 212.21848960846737 5180.0337 5583.2564 -18.00021697597786 5583.2564 5945.2043 33.20436905626596 5945.2043 6278.5774 341.222421771831 7535.8701 8421.6899 2005hc "" "" "" +CMFGEN 1.4 -5.320000000036089 41.43259449448493 3929.091 4106.8899 -840.2137068293082 3929.091 4576.7872 130.82125141494652 4576.7872 5129.234 171.36876489954756 5180.0337 5583.2564 37.47426468115611 5583.2564 5945.2043 5.785466130947724 5945.2043 6278.5774 304.29606123815813 7535.8701 8421.6899 2005hc "" "" "" +CMFGEN 1.7 -5.320000000036089 29.955620884966244 3929.091 4106.8899 -262.9424822501392 3929.091 4576.7872 194.9396184199956 4576.7872 5129.234 -9.14842778074771 5180.0337 5583.2564 -74.41059097840184 5583.2564 5945.2043 49.43317693789496 5945.2043 6278.5774 456.47854775614013 7535.8701 8421.6899 2005hc "" "" "" +OBSERVED "" -5.309999999793945 "" "" "" "" "" "" "" "" "" "" "" "" 200.39184706827456 5584.1204 5878.8195 469.7501664819679 5878.8195 6494.1253 722.1018681100409 7553.0988 8375.6654 2005hc "" "" "" +CMFGEN 1.04 -5.309999999793945 "" "" "" "" "" "" "" "" "" "" "" "" -37.82439624699008 5584.1204 5878.8195 168.65009913276495 5878.8195 6494.1253 324.0912508831281 7553.0988 8375.6654 2005hc "" "" "" +CMFGEN 1.02 -5.309999999793945 "" "" "" "" "" "" "" "" "" "" "" "" -23.586713967197365 5584.1204 5878.8195 131.31779104644957 5878.8195 6494.1253 301.1907013884017 7553.0988 8375.6654 2005hc "" "" "" +CMFGEN 1.4 -5.309999999793945 "" "" "" "" "" "" "" "" "" "" "" "" 26.02877531673638 5584.1204 5878.8195 60.364678501839926 5878.8195 6494.1253 273.26316971389855 7553.0988 8375.6654 2005hc "" "" "" +CMFGEN 1.7 -5.309999999793945 "" "" "" "" "" "" "" "" "" "" "" "" -62.57555302455145 5584.1204 5878.8195 138.33349891156527 5878.8195 6494.1253 424.7877919290517 7553.0988 8375.6654 2005hc "" "" "" +OBSERVED "" 10.870000000111759 52.31796055178032 3948.3265 4133.9885 211.56532890582088 3948.3265 4602.9041 206.55069782764792 4602.9041 5207.4957 23.45849095168018 5207.4957 5531.214 67.57525318750986 5550.2563 5897.7775 182.24850359852996 5897.7775 6507.1296 "" "" "" 2005iq "" "" "" +CMFGEN 1.04 10.870000000111759 9.255060061000625 3948.3265 4133.9885 -745.5502849157886 3948.3265 4602.9041 268.4098171397621 4602.9041 5207.4957 157.84874076317337 5207.4957 5531.214 -76.55205050969874 5550.2563 5897.7775 156.5062493403298 5897.7775 6507.1296 "" "" "" 2005iq "" "" "" +CMFGEN 1.02 10.870000000111759 28.240048295770038 3948.3265 4133.9885 -938.1599125134251 3948.3265 4602.9041 128.77174086341262 4602.9041 5207.4957 149.00168008542119 5207.4957 5531.214 -85.58020478167612 5550.2563 5897.7775 121.19553212619351 5897.7775 6507.1296 "" "" "" 2005iq "" "" "" +CMFGEN 1.4 10.870000000111759 40.70206990284769 3948.3265 4133.9885 -1014.1058623845761 3948.3265 4602.9041 5.481585237744483 4602.9041 5207.4957 109.68623010739321 5207.4957 5531.214 -9.73602115905654 5550.2563 5897.7775 60.98562138580304 5897.7775 6507.1296 "" "" "" 2005iq "" "" "" +CMFGEN 1.7 10.870000000111759 29.436027877645127 3948.3265 4133.9885 -496.50678220682283 3948.3265 4602.9041 321.1062576458407 4602.9041 5207.4957 -52.80435663768327 5207.4957 5531.214 -132.2637089089597 5550.2563 5897.7775 119.11431900840537 5897.7775 6507.1296 "" "" "" 2005iq "" "" "" +OBSERVED "" 38.81999999983236 0.7332570552842758 3980.7863 4001.3753 286.52932559101816 3980.7863 4619.0438 407.537391606062 4619.0438 5516.1337 43.03558174103905 5274.9489 5516.1337 67.53452000374007 5551.4291 5830.8505 231.245673709487 5830.8505 6469.1079 644.5188358448465 7657.3844 8892.7214 2005iq "" "" "" +CMFGEN 1.04 38.81999999983236 -0.020198558374204117 3980.7863 4001.3753 47.932056143023274 3980.7863 4619.0438 107.3920219702497 4619.0438 5516.1337 15.286860006809963 5274.9489 5516.1337 17.908307225922783 5551.4291 5830.8505 140.086202219907 5830.8505 6469.1079 -103.51328660307554 7657.3844 8892.7214 2005iq "" "" "" +CMFGEN 1.02 38.81999999983236 0.09467026677146106 3980.7863 4001.3753 -30.323690860088423 3980.7863 4619.0438 178.3739141385324 4619.0438 5516.1337 8.02529519757459 5274.9489 5516.1337 8.025849198394514 5551.4291 5830.8505 129.83711679820013 5830.8505 6469.1079 106.24221756676278 7657.3844 8892.7214 2005iq "" "" "" +CMFGEN 1.4 38.81999999983236 0.12389019219578146 3980.7863 4001.3753 -55.14702204023509 3980.7863 4619.0438 206.6839652415469 4619.0438 5516.1337 14.65294282912434 5274.9489 5516.1337 17.1187986854687 5551.4291 5830.8505 116.98210671562354 5830.8505 6469.1079 149.93285361898705 7657.3844 8892.7214 2005iq "" "" "" +CMFGEN 1.7 38.81999999983236 0.01044945264695935 3980.7863 4001.3753 -1.7902979695246888 3980.7863 4619.0438 138.5492062509559 4619.0438 5516.1337 8.620846808073946 5274.9489 5516.1337 9.13898990395938 5551.4291 5830.8505 136.77901833184515 5830.8505 6469.1079 8.880166571905171 7657.3844 8892.7214 2005iq "" "" "" +OBSERVED "" 14.419999999794527 13.118998756020707 3957.2921 4031.4329 361.84588744104565 3957.2921 4613.9676 338.92180492692364 4613.9676 5265.3472 31.92222897225548 5265.3472 5524.8399 98.16822400175522 5583.0934 5863.7692 249.54212307071896 5863.7692 6562.8108 445.2265887293219 7907.9363 8522.2455 2005kc 80.06459055757217 3766.6444 3957.2921 +CMFGEN 1.04 14.419999999794527 4.013925418269178 3957.2921 4031.4329 -750.735848542386 3957.2921 4613.9676 151.0572996988809 4613.9676 5265.3472 103.05445860541475 5265.3472 5524.8399 -36.66326817787205 5583.0934 5863.7692 185.05374345678075 5863.7692 6562.8108 50.59319642220795 7907.9363 8522.2455 2005kc 30.978710367627144 3766.6444 3957.2921 +CMFGEN 1.02 14.419999999794527 4.36511515194183 3957.2921 4031.4329 -965.0184471609338 3957.2921 4613.9676 52.69681019152971 4613.9676 5265.3472 99.08062533790358 5265.3472 5524.8399 -25.540644745390605 5583.0934 5863.7692 149.2042695441831 5863.7692 6562.8108 40.86631329710945 7907.9363 8522.2455 2005kc 23.217031318150333 3766.6444 3957.2921 +CMFGEN 1.4 14.419999999794527 4.391933555705394 3957.2921 4031.4329 -1046.7755191671397 3957.2921 4613.9676 -68.47660555327494 4613.9676 5265.3472 64.09997538388355 5265.3472 5524.8399 23.142395328910244 5583.0934 5863.7692 94.74537560195172 5863.7692 6562.8108 8.271486101031778 7907.9363 8522.2455 2005kc 19.094840450525712 3766.6444 3957.2921 +CMFGEN 1.7 14.419999999794527 2.706498220562014 3957.2921 4031.4329 -564.8150442952698 3957.2921 4613.9676 373.8038667796311 4613.9676 5265.3472 -43.55050017273995 5265.3472 5524.8399 -58.91708436141342 5583.0934 5863.7692 155.95995525327288 5863.7692 6562.8108 59.95806723924274 7907.9363 8522.2455 2005kc 0.560431570300391 3766.6444 3957.2921 +OBSERVED "" 0.47000000007392373 347.93895343626394 3903.1421 4140.787 63.06679014925299 4140.787 4594.2524 134.84655215699482 4594.2524 5110.7664 82.86485091226587 5198.0645 5554.532 46.60893512653645 5554.532 5952.2235 108.04030232259055 5952.2235 6403.2639 "" "" "" 2005kc "" "" "" +CMFGEN 1.04 0.47000000007392373 36.296641906638094 3903.1421 4140.787 -255.3661840812293 4140.787 4594.2524 161.49958545467624 4594.2524 5110.7664 172.3817573869658 5198.0645 5554.532 -77.54713337365254 5554.532 5952.2235 102.07700560306867 5952.2235 6403.2639 "" "" "" 2005kc "" "" "" +CMFGEN 1.02 0.47000000007392373 60.51285593134861 3903.1421 4140.787 -325.890937512411 4140.787 4594.2524 197.40202485582932 4594.2524 5110.7664 182.28255686241266 5198.0645 5554.532 -76.26090875542114 5554.532 5952.2235 67.59004084800162 5952.2235 6403.2639 "" "" "" 2005kc "" "" "" +CMFGEN 1.4 0.47000000007392373 75.93351095050143 3903.1421 4140.787 -370.8575668308707 4140.787 4594.2524 142.1969334430737 4594.2524 5110.7664 139.30280725036516 5198.0645 5554.532 4.206180856506062 5554.532 5952.2235 14.295812267259047 5952.2235 6403.2639 "" "" "" 2005kc "" "" "" +CMFGEN 1.7 0.47000000007392373 54.979821284916255 3903.1421 4140.787 -491.92582237520855 4140.787 4594.2524 156.95599181821441 4594.2524 5110.7664 -20.287848185835724 5198.0645 5554.532 -140.82131035166083 5554.532 5952.2235 76.89819036529155 5952.2235 6403.2639 "" "" "" 2005kc "" "" "" +OBSERVED "" 1.4799999998504063 4.151290294776837 3995.294 4109.2681 89.66521209435007 4109.2681 4611.2395 154.24905319196841 4611.2395 5202.9353 87.24593872778615 5202.9353 5556.9827 42.762857408571335 5556.9827 5966.8048 102.05912649713132 5966.8048 6330.5522 "" "" "" 2005kc "" "" "" +CMFGEN 1.04 1.4799999998504063 -0.6725669427319657 3995.294 4109.2681 -317.13304017558403 4109.2681 4611.2395 269.2298897881697 4611.2395 5202.9353 169.70291273579377 5202.9353 5556.9827 -74.63779148690486 5556.9827 5966.8048 60.05127115375514 5966.8048 6330.5522 "" "" "" 2005kc "" "" "" +CMFGEN 1.02 1.4799999998504063 6.442905941128347 3995.294 4109.2681 -432.73483874353684 4109.2681 4611.2395 132.25557603004867 4611.2395 5202.9353 180.73816906183376 5202.9353 5556.9827 -67.39327642911574 5556.9827 5966.8048 40.91562775827477 5966.8048 6330.5522 "" "" "" 2005kc "" "" "" +CMFGEN 1.4 1.4799999998504063 11.17001050366927 3995.294 4109.2681 -516.3100268081935 4109.2681 4611.2395 3.4765711857299806 4611.2395 5202.9353 138.51841264050415 5202.9353 5556.9827 11.374221458818136 5556.9827 5966.8048 4.9430209706335315 5966.8048 6330.5522 "" "" "" 2005kc "" "" "" +CMFGEN 1.7 1.4799999998504063 8.399055657861005 3995.294 4109.2681 -596.7762950407626 4109.2681 4611.2395 307.2721207859353 4611.2395 5202.9353 -11.642542303993995 5202.9353 5556.9827 -134.76914856561277 5556.9827 5966.8048 53.426718272490696 5966.8048 6330.5522 "" "" "" 2005kc "" "" "" +OBSERVED "" 28.419999999794527 14.161334427096513 3977.0944 4031.0243 342.4502835464774 3977.0944 4630.2459 439.3972351598676 4630.2459 5535.0703 32.116885593905806 5298.3779 5535.0703 61.43626653943813 5577.0159 5822.6967 289.14209830994116 5822.6967 6517.7936 479.10479864612716 7731.2172 8728.921 2005kc "" "" "" +CMFGEN 1.04 28.419999999794527 -0.2519490107555499 3977.0944 4031.0243 22.83356099710126 3977.0944 4630.2459 133.49797067684943 4630.2459 5535.0703 8.80154663679169 5298.3779 5535.0703 2.3984358488507223 5577.0159 5822.6967 123.9034499289969 5822.6967 6517.7936 77.04715733854042 7731.2172 8728.921 2005kc "" "" "" +CMFGEN 1.02 28.419999999794527 -0.07688873690041198 3977.0944 4031.0243 -49.156898368621896 3977.0944 4630.2459 166.7772619339573 4630.2459 5535.0703 15.707285091131249 5298.3779 5535.0703 19.03587907108537 5577.0159 5822.6967 117.63270719521208 5822.6967 6517.7936 -24.697875998017114 7731.2172 8728.921 2005kc "" "" "" +CMFGEN 1.4 28.419999999794527 -0.011649866465848013 3977.0944 4031.0243 -35.17250285591898 3977.0944 4630.2459 164.9711079492422 4630.2459 5535.0703 17.161909620697475 5298.3779 5535.0703 35.3178351458605 5577.0159 5822.6967 107.47348072395067 5822.6967 6517.7936 -105.06953816330604 7731.2172 8728.921 2005kc "" "" "" +CMFGEN 1.7 28.419999999794527 -0.11686384115385344 3977.0944 4031.0243 -39.394898019147305 3977.0944 4630.2459 157.20599683700183 4630.2459 5535.0703 12.860723565012993 5298.3779 5535.0703 5.499249331738098 5577.0159 5822.6967 96.77577451617783 5822.6967 6517.7936 90.10876924058668 7731.2172 8728.921 2005kc "" "" "" +OBSERVED "" 29.709999999999127 0.6680541216964782 3993.4107 4002.4906 324.4182834263811 4002.4906 4610.8452 396.4982747299199 4610.8452 5533.9704 30.161925864751076 5297.8925 5533.9704 73.12207241012332 5552.1303 5875.9808 195.94360074067598 5875.9808 6499.4686 472.79297032256187 7731.3111 8645.3564 2005ke "" "" "" +CMFGEN 1.04 29.709999999999127 0.0003445574779642179 3993.4107 4002.4906 39.87226767621609 4002.4906 4610.8452 150.3966098984644 4610.8452 5533.9704 12.724960341926225 5297.8925 5533.9704 -6.440479405962534 5552.1303 5875.9808 123.11540560102111 5875.9808 6499.4686 72.9696239841044 7731.3111 8645.3564 2005ke "" "" "" +CMFGEN 1.02 29.709999999999127 0.00441177827628534 3993.4107 4002.4906 -9.500099355516324 4002.4906 4610.8452 179.29590954593266 4610.8452 5533.9704 15.075446340136901 5297.8925 5533.9704 8.412091047377452 5552.1303 5875.9808 116.84947009933279 5875.9808 6499.4686 58.46779389413651 7731.3111 8645.3564 2005ke "" "" "" +CMFGEN 1.4 29.709999999999127 0.0025564444913482795 3993.4107 4002.4906 -0.06449969578039827 4002.4906 4610.8452 180.58670793561805 4610.8452 5533.9704 18.15031811714439 5297.8925 5533.9704 30.204581223197277 5552.1303 5875.9808 115.99239901752448 5875.9808 6499.4686 2.8360423963442756 7731.3111 8645.3564 2005ke "" "" "" +CMFGEN 1.7 29.709999999999127 0.003646518048720118 3993.4107 4002.4906 -6.643032369474301 4002.4906 4610.8452 160.35573623978829 4610.8452 5533.9704 12.690989275248816 5297.8925 5533.9704 -4.1407546687647825 5552.1303 5875.9808 102.3578409439377 5875.9808 6499.4686 107.38019101435849 7731.3111 8645.3564 2005ke "" "" "" +OBSERVED "" -1.3199999997959821 14.922844411126954 3986.9538 4080.017 182.27051936328616 4080.017 4564.9252 208.56784508487075 4564.9252 5250.6538 39.9487434887347 5250.6538 5583.7221 60.847277594593436 5583.7221 5919.2393 108.61840458146301 5919.2393 6357.6159 "" "" "" 2005ke "" "" "" +CMFGEN 1.04 -1.3199999997959821 1.4687373820114036 3986.9538 4080.017 -312.61414554282055 4080.017 4564.9252 193.9437099923375 4564.9252 5250.6538 124.81704749936148 5250.6538 5583.7221 -37.433280201935965 5583.7221 5919.2393 98.94133978352397 5919.2393 6357.6159 "" "" "" 2005ke "" "" "" +CMFGEN 1.02 -1.3199999997959821 5.91928719667974 3986.9538 4080.017 -429.24590471236456 4080.017 4564.9252 112.85451023189916 4564.9252 5250.6538 153.26657932283592 5250.6538 5583.7221 -21.392203027058788 5583.7221 5919.2393 65.73472870487949 5919.2393 6357.6159 "" "" "" 2005ke "" "" "" +CMFGEN 1.4 -1.3199999997959821 7.943643317055789 3986.9538 4080.017 -527.4500163423451 4080.017 4564.9252 -2.1410232007869183 4564.9252 5250.6538 110.42436315327083 5250.6538 5583.7221 32.64778176805288 5583.7221 5919.2393 11.264378091988135 5919.2393 6357.6159 "" "" "" 2005ke "" "" "" +CMFGEN 1.7 -1.3199999997959821 5.270909517035001 3986.9538 4080.017 -291.52055919395286 4080.017 4564.9252 405.85596250526345 4564.9252 5250.6538 12.386030500615998 5250.6538 5583.7221 -72.87069605219628 5583.7221 5919.2393 85.38977627412234 5919.2393 6357.6159 "" "" "" 2005ke "" "" "" +OBSERVED "" -0.31999999979598215 33.44765024945762 3979.6226 4129.0243 169.26390423853528 4129.0243 4572.3311 168.87348804052095 4572.3311 5255.6604 37.68655210663897 5255.6604 5583.8544 58.90584874526472 5583.8544 5907.1499 106.66137262151791 5907.1499 6360.2536 "" "" "" 2005ke "" "" "" +CMFGEN 1.04 -0.31999999979598215 -0.2368145910791721 3979.6226 4129.0243 -251.16351535564576 4129.0243 4572.3311 182.5016453581248 4572.3311 5255.6604 119.82104683518898 5255.6604 5583.8544 -37.73112090440077 5583.8544 5907.1499 105.6496568806484 5907.1499 6360.2536 "" "" "" 2005ke "" "" "" +CMFGEN 1.02 -0.31999999979598215 12.686126443936503 3979.6226 4129.0243 -321.0965904813396 4129.0243 4572.3311 99.82351579417318 4572.3311 5255.6604 148.90813721382824 5255.6604 5583.8544 -22.376406495970443 5583.8544 5907.1499 72.14157293385055 5907.1499 6360.2536 "" "" "" 2005ke "" "" "" +CMFGEN 1.4 -0.31999999979598215 21.82716245126734 3979.6226 4129.0243 -377.32981622877844 4129.0243 4572.3311 -13.659480020009624 4572.3311 5255.6604 106.0256994045258 5255.6604 5583.8544 30.596954280849907 5583.8544 5907.1499 13.310443045034333 5907.1499 6360.2536 "" "" "" 2005ke "" "" "" +CMFGEN 1.7 -0.31999999979598215 15.986405690546471 3979.6226 4129.0243 -354.16811204477824 4129.0243 4572.3311 397.5180182391364 4572.3311 5255.6604 10.308138326456245 5255.6604 5583.8544 -70.77397321501618 5583.8544 5907.1499 95.32425633116625 5907.1499 6360.2536 "" "" "" 2005ke "" "" "" +OBSERVED "" 0.6600000001853914 476.2720869159083 3911.0632 4124.1707 186.85631255838118 4124.1707 4569.9818 166.5983279544834 4569.9818 5263.1936 38.35309036910978 5263.1936 5601.2262 60.940148766679854 5601.2262 5917.2132 112.9015887767822 5917.2132 6382.6204 "" "" "" 2005ke "" "" "" +CMFGEN 1.04 0.6600000001853914 29.860350619636982 3911.0632 4124.1707 -255.06651633416314 4124.1707 4569.9818 182.21057281690406 4569.9818 5263.1936 110.27932199149467 5263.1936 5601.2262 -23.702420841932533 5601.2262 5917.2132 113.94030687110434 5917.2132 6382.6204 "" "" "" 2005ke "" "" "" +CMFGEN 1.02 0.6600000001853914 49.935610833920094 3911.0632 4124.1707 -328.02045861405037 4124.1707 4569.9818 94.8226635768043 4569.9818 5263.1936 143.54115672236705 5263.1936 5601.2262 -4.214775320076394 5601.2262 5917.2132 75.34841639247907 5917.2132 6382.6204 "" "" "" 2005ke "" "" "" +CMFGEN 1.4 0.6600000001853914 61.087315205944414 3911.0632 4124.1707 -389.3906507144716 4124.1707 4569.9818 -17.841176951414937 4569.9818 5263.1936 88.29448765182819 5263.1936 5601.2262 32.730396800668764 5601.2262 5917.2132 13.876007708493614 5917.2132 6382.6204 "" "" "" 2005ke "" "" "" +CMFGEN 1.7 0.6600000001853914 45.04405320570502 3911.0632 4124.1707 -336.89537175544893 4124.1707 4569.9818 414.1279793533671 4569.9818 5263.1936 23.072739609580847 5263.1936 5601.2262 -47.18350134704874 5601.2262 5917.2132 95.82827265411902 5917.2132 6382.6204 "" "" "" 2005ke "" "" "" +OBSERVED "" 128.45000000022264 3.3689628600728785 3993.4107 4038.8103 286.86009818792684 4038.8103 4644.1383 288.8580638145047 4644.1383 5282.7593 97.8316172537874 5282.7593 5552.1303 257.62402752145664 5552.1303 5918.3537 220.3927324951442 5918.3537 6266.4173 645.3871398987583 7816.057 8781.5552 2005ke "" "" "" +CMFGEN 1.04 128.45000000022264 -0.7657715508837943 3993.4107 4038.8103 353.13893378069974 4038.8103 4644.1383 216.9547049174765 4644.1383 5282.7593 57.83371126878283 5282.7593 5552.1303 149.8914504327072 5552.1303 5918.3537 64.29197423307419 5918.3537 6266.4173 336.6770177091336 7816.057 8781.5552 2005ke "" "" "" +CMFGEN 1.02 128.45000000022264 -0.3910501631196515 3993.4107 4038.8103 307.5951089643188 4038.8103 4644.1383 243.04891317353236 4644.1383 5282.7593 31.46910623605335 5282.7593 5552.1303 133.60605642488102 5552.1303 5918.3537 68.81130185930633 5918.3537 6266.4173 444.90510352954846 7816.057 8781.5552 2005ke "" "" "" +CMFGEN 1.4 128.45000000022264 -0.7617491212254209 3993.4107 4038.8103 281.30444413871714 4038.8103 4644.1383 268.4285366216757 4644.1383 5282.7593 11.396889454821958 5282.7593 5552.1303 120.2663692055252 5552.1303 5918.3537 59.3128663254145 5918.3537 6266.4173 443.57730359581444 7816.057 8781.5552 2005ke "" "" "" +CMFGEN 1.7 128.45000000022264 -0.5965096109124984 3993.4107 4038.8103 375.02437705965394 4038.8103 4644.1383 246.78886020543717 4644.1383 5282.7593 93.78867125912804 5282.7593 5552.1303 159.13892054470352 5552.1303 5918.3537 73.19923916487485 5918.3537 6266.4173 506.15262746374424 7816.057 8781.5552 2005ke "" "" "" +OBSERVED "" 0.5699999998687417 -1.6324142507933244 3953.2326 4001.2809 284.4051768768977 3953.2326 4561.8445 206.03070416433144 4561.8445 5266.5529 33.64679739702411 5266.5529 5592.2137 58.48794955028907 5592.2137 5907.197 109.28431011905346 5907.197 6377.0027 322.0628280510026 7797.097 8613.9182 2005ke 101.8511082733441 3680.9588 3953.2326 +CMFGEN 1.04 0.5699999998687417 1.2927338643993032 3953.2326 4001.2809 -590.5078505739718 3953.2326 4561.8445 189.4164607616202 4561.8445 5266.5529 108.81225065801675 5266.5529 5592.2137 -30.79390070149994 5592.2137 5907.197 115.11396206999285 5907.197 6377.0027 115.70680666029898 7797.097 8613.9182 2005ke 37.23341613153639 3680.9588 3953.2326 +CMFGEN 1.02 0.5699999998687417 1.2813597634582659 3953.2326 4001.2809 -701.2551326163131 3953.2326 4561.8445 101.42006249774198 4561.8445 5266.5529 140.42632950233002 5266.5529 5592.2137 -13.3064331846506 5592.2137 5907.197 78.25598983418732 5907.197 6377.0027 103.17765457312505 7797.097 8613.9182 2005ke 15.556870669302084 3680.9588 3953.2326 +CMFGEN 1.4 0.5699999998687417 1.04395298799599 3953.2326 4001.2809 -763.1106185889935 3953.2326 4561.8445 -12.150030194923758 4561.8445 5266.5529 91.43045870085884 5266.5529 5592.2137 31.67347388902622 5592.2137 5907.197 14.966918698689867 5907.197 6377.0027 48.0386588988386 7797.097 8613.9182 2005ke 7.0859844098892015 3680.9588 3953.2326 +CMFGEN 1.7 0.5699999998687417 0.7051825012403743 3953.2326 4001.2809 -159.10026165696283 3953.2326 4561.8445 428.1708524973046 4561.8445 5266.5529 19.600145094747127 5266.5529 5592.2137 -58.05455729066675 5592.2137 5907.197 101.31039742997879 5907.197 6377.0027 164.96665408043532 7797.097 8613.9182 2005ke -47.53822872886785 3680.9588 3953.2326 +OBSERVED "" 23.700000000222644 "" "" "" "" "" "" 389.5442546941423 4605.1645 5523.8734 23.393035839718554 5299.1533 5553.6158 53.52280793121869 5553.6158 5847.7349 228.27744600135077 5847.7349 6531.8095 443.8279885481378 7744.6375 8650.1276 2005ke "" "" "" +CMFGEN 1.04 23.700000000222644 "" "" "" "" "" "" 177.7192691728502 4605.1645 5523.8734 7.584711249881926 5299.1533 5553.6158 -9.390541514292586 5553.6158 5847.7349 112.15409749328808 5847.7349 6531.8095 50.71245888265542 7744.6375 8650.1276 2005ke "" "" "" +CMFGEN 1.02 23.700000000222644 "" "" "" "" "" "" 159.92617164922396 4605.1645 5523.8734 4.281973820115156 5299.1533 5553.6158 9.852965237896086 5553.6158 5847.7349 64.73474600259246 5847.7349 6531.8095 -186.84531656187272 7744.6375 8650.1276 2005ke "" "" "" +CMFGEN 1.4 23.700000000222644 "" "" "" "" "" "" 141.6559126503854 4605.1645 5523.8734 0.9603358006140126 5299.1533 5553.6158 25.058785527195088 5553.6158 5847.7349 83.69627688266725 5847.7349 6531.8095 -66.19148387350148 7744.6375 8650.1276 2005ke "" "" "" +CMFGEN 1.7 23.700000000222644 "" "" "" "" "" "" 170.47492037683992 4605.1645 5523.8734 15.641594868105857 5299.1533 5553.6158 13.44666769047895 5553.6158 5847.7349 106.31746822879091 5847.7349 6531.8095 47.210577371149384 7744.6375 8650.1276 2005ke "" "" "" +OBSERVED "" 103.50000000003638 3.3214541173825327 3990.384 4026.7037 291.14678678338925 4026.7037 4644.1383 272.5824169777823 4644.1383 5334.2122 16.328075891388036 5297.8925 5515.8106 210.05793293659997 5552.1303 5912.3004 271.0919472480479 5912.3004 6435.9092 548.805221880122 7682.8849 8754.3154 2005ke "" "" "" +CMFGEN 1.04 103.50000000003638 -0.44990135507323936 3990.384 4026.7037 313.46389965065407 4026.7037 4644.1383 219.13929738338757 4644.1383 5334.2122 31.019764456708362 5297.8925 5515.8106 133.0798590208116 5552.1303 5912.3004 160.00412598429924 5912.3004 6435.9092 311.14480219506856 7682.8849 8754.3154 2005ke "" "" "" +CMFGEN 1.02 103.50000000003638 -0.4156211122151782 3990.384 4026.7037 265.65943009149345 4026.7037 4644.1383 276.31392941745776 4644.1383 5334.2122 13.25945018225088 5297.8925 5515.8106 109.18410261174682 5552.1303 5912.3004 122.73234865486428 5912.3004 6435.9092 491.940887200399 7682.8849 8754.3154 2005ke "" "" "" +CMFGEN 1.4 103.50000000003638 -0.5164058215951179 3990.384 4026.7037 260.88422221301863 4026.7037 4644.1383 304.9777467294954 4644.1383 5334.2122 5.258292504096582 5297.8925 5515.8106 94.63876699592286 5552.1303 5912.3004 114.94582076189978 5912.3004 6435.9092 503.66874639735954 7682.8849 8754.3154 2005ke "" "" "" +CMFGEN 1.7 103.50000000003638 -0.2934191454628491 3990.384 4026.7037 324.10498474630094 4026.7037 4644.1383 240.52338721963926 4644.1383 5334.2122 44.95465663792053 5297.8925 5515.8106 156.7841779479814 5552.1303 5912.3004 179.280192475791 5912.3004 6435.9092 242.62590788206364 7682.8849 8754.3154 2005ke "" "" "" +OBSERVED "" 13.56000000009226 0.12518849008560004 3987.3183 4003.3754 316.1466214114667 3987.3183 4592.1384 400.8891116134541 4592.1384 5539.5116 15.84198143306785 5298.654 5598.3879 24.80974779547863 5598.3879 5801.7787 209.85780505317763 5801.7787 6545.761 390.04558342469664 7728.6393 8595.7266 2005ke 131.9814027264059 3655.4701 3987.3183 +CMFGEN 1.04 13.56000000009226 0.04924719693739726 3987.3183 4003.3754 -626.8628917587388 3987.3183 4592.1384 713.8547957660487 4592.1384 5539.5116 79.50573802130545 5298.654 5598.3879 -17.677808455348035 5598.3879 5801.7787 239.08884193657434 5801.7787 6545.761 182.6178786245202 7728.6393 8595.7266 2005ke 75.02151408541344 3655.4701 3987.3183 +CMFGEN 1.02 13.56000000009226 0.057433247835401074 3987.3183 4003.3754 -825.6006053768298 3987.3183 4592.1384 667.3094250243864 4592.1384 5539.5116 111.42351627873006 5298.654 5598.3879 -12.470951503611023 5598.3879 5801.7787 194.53650593385464 5801.7787 6545.761 160.9641090338641 7728.6393 8595.7266 2005ke 36.841129109505935 3655.4701 3987.3183 +CMFGEN 1.4 13.56000000009226 0.023063342941221476 3987.3183 4003.3754 -929.5681131666173 3987.3183 4592.1384 574.0248674788329 4592.1384 5539.5116 57.899076051845306 5298.654 5598.3879 14.631234149636084 5598.3879 5801.7787 107.3253541119895 5801.7787 6545.761 109.30931549444419 7728.6393 8595.7266 2005ke 20.201981116351877 3655.4701 3987.3183 +CMFGEN 1.7 13.56000000009226 0.03412018614686934 3987.3183 4003.3754 -460.3537839243464 3987.3183 4592.1384 485.70950833078086 4592.1384 5539.5116 43.58719479541453 5298.654 5598.3879 -25.658953305057555 5598.3879 5801.7787 214.8562239576738 5801.7787 6545.761 262.14180489681115 7728.6393 8595.7266 2005ke -48.718187900882 3655.4701 3987.3183 +OBSERVED "" 110.52999999983149 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 164.85363950591406 5930.2594 6210.0334 695.3218846113257 7571.8251 8633.6181 2005ke "" "" "" +CMFGEN 1.04 110.52999999983149 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 56.312863564836164 5930.2594 6210.0334 -38.180976672172164 7571.8251 8633.6181 2005ke "" "" "" +CMFGEN 1.02 110.52999999983149 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 56.19427000449222 5930.2594 6210.0334 303.544592415926 7571.8251 8633.6181 2005ke "" "" "" +CMFGEN 1.4 110.52999999983149 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 55.10514851854491 5930.2594 6210.0334 353.57072565357356 7571.8251 8633.6181 2005ke "" "" "" +CMFGEN 1.7 110.52999999983149 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 69.75283974466795 5930.2594 6210.0334 95.2591655692961 7571.8251 8633.6181 2005ke "" "" "" +OBSERVED "" 110.50999999981286 "" "" "" "" "" "" 277.921554053817 4641.5163 5305.7627 24.73406024565305 5289.2391 5507.3499 210.0466145537073 5556.9205 5907.2196 292.5143699481511 5907.2196 6469.02 563.0292291913684 7711.5904 8613.7758 2005ke "" "" "" +CMFGEN 1.04 110.50999999981286 "" "" "" "" "" "" 216.58623677417356 4641.5163 5305.7627 27.412060007928588 5289.2391 5507.3499 139.22477346702965 5556.9205 5907.2196 190.40467073252194 5907.2196 6469.02 249.58153513568863 7711.5904 8613.7758 2005ke "" "" "" +CMFGEN 1.02 110.50999999981286 "" "" "" "" "" "" 263.8386098922081 4641.5163 5305.7627 10.957115361396696 5289.2391 5507.3499 117.75551625551792 5556.9205 5907.2196 144.82091600842642 5907.2196 6469.02 465.07059688723473 7711.5904 8613.7758 2005ke "" "" "" +CMFGEN 1.4 110.50999999981286 "" "" "" "" "" "" 294.4741812810215 4641.5163 5305.7627 1.0674983969679785 5289.2391 5507.3499 103.16937471706119 5556.9205 5907.2196 129.3100247350483 5907.2196 6469.02 487.87367486223957 7711.5904 8613.7758 2005ke "" "" "" +CMFGEN 1.7 110.50999999981286 "" "" "" "" "" "" 249.8578272707741 4641.5163 5305.7627 43.7346417909908 5289.2391 5507.3499 157.83594246859906 5556.9205 5907.2196 217.61453673871873 5907.2196 6469.02 79.99706328103514 7711.5904 8613.7758 2005ke "" "" "" +OBSERVED "" 52.58999999988737 "" "" "" "" "" "" 382.5078039353339 4618.3833 5530.4828 28.72909140980114 5295.8485 5530.4828 138.5662977064204 5550.3111 5870.8678 194.30060974150814 5870.8678 6505.3718 525.3075082013098 7688.4574 8689.7841 2005ke "" "" "" +CMFGEN 1.04 52.58999999988737 "" "" "" "" "" "" 129.0546638695455 4618.3833 5530.4828 20.883289745313533 5295.8485 5530.4828 80.58256044795931 5550.3111 5870.8678 150.4700088782901 5870.8678 6505.3718 246.31322540464691 7688.4574 8689.7841 2005ke "" "" "" +CMFGEN 1.02 52.58999999988737 "" "" "" "" "" "" 152.93690975098613 4618.3833 5530.4828 3.587235727819857 5295.8485 5530.4828 56.405028891887525 5550.3111 5870.8678 159.84908112812644 5870.8678 6505.3718 401.9581698094388 7688.4574 8689.7841 2005ke "" "" "" +CMFGEN 1.4 52.58999999988737 "" "" "" "" "" "" 202.8750212065763 4618.3833 5530.4828 2.634217034330154 5295.8485 5530.4828 33.789548897665085 5550.3111 5870.8678 143.05044930117356 5870.8678 6505.3718 369.0874627392788 7688.4574 8689.7841 2005ke "" "" "" +CMFGEN 1.7 52.58999999988737 "" "" "" "" "" "" 136.159307850332 4618.3833 5530.4828 15.382163583729035 5295.8485 5530.4828 87.56565936431241 5550.3111 5870.8678 191.6894868252036 5870.8678 6505.3718 217.0198334998569 7688.4574 8689.7841 2005ke "" "" "" +OBSERVED "" 119.45999999999913 1.6587987202709653 3999.4639 4026.7037 256.87779809059805 4026.7037 4632.0317 247.960779470028 4632.0317 5294.8659 24.422395208300095 5294.8659 5503.704 205.17967790088963 5570.2901 5909.2738 152.64541858845598 5909.2738 6224.0444 790.5790192542852 7673.8049 8872.3544 2005ke "" "" "" +CMFGEN 1.04 119.45999999999913 -0.19275609381847328 3999.4639 4026.7037 344.3650939813887 4026.7037 4632.0317 203.88867120417098 4632.0317 5294.8659 28.902623592558292 5294.8659 5503.704 129.79128798249863 5570.2901 5909.2738 65.2552889022972 5909.2738 6224.0444 174.40473551401087 7673.8049 8872.3544 2005ke "" "" "" +CMFGEN 1.02 119.45999999999913 -0.1358616959635084 3999.4639 4026.7037 299.2531324391297 4026.7037 4632.0317 243.83971675626756 4632.0317 5294.8659 14.421714177250413 5294.8659 5503.704 112.37539332324691 5570.2901 5909.2738 71.62976845692862 5909.2738 6224.0444 457.45347395989535 7673.8049 8872.3544 2005ke "" "" "" +CMFGEN 1.4 119.45999999999913 -0.22282151662848856 3999.4639 4026.7037 280.1351449921808 4026.7037 4632.0317 274.12777797259196 4632.0317 5294.8659 4.109291231389415 5294.8659 5503.704 99.51076090617451 5570.2901 5909.2738 71.28425212871878 5909.2738 6224.0444 470.42146814017894 7673.8049 8872.3544 2005ke "" "" "" +CMFGEN 1.7 119.45999999999913 -0.11114315316951462 3999.4639 4026.7037 361.54160619482724 4026.7037 4632.0317 234.88574991268868 4632.0317 5294.8659 47.21951908564999 5294.8659 5503.704 146.94936726967666 5570.2901 5909.2738 75.78754344599992 5909.2738 6224.0444 303.5330689251955 7673.8049 8872.3544 2005ke "" "" "" +OBSERVED "" 26.66000000018539 0.30861404813067705 3990.384 4005.5172 321.0297857421506 3990.384 4607.8186 396.4043813835598 4607.8186 5506.7307 32.27497148275208 5297.8925 5506.7307 54.56664531897703 5552.1303 5833.6078 201.32445285498872 5833.6078 6508.5485 460.33809213546925 7719.2045 8645.3564 2005ke "" "" "" +CMFGEN 1.04 26.66000000018539 -0.029911410571868028 3990.384 4005.5172 34.31823291483808 3990.384 4607.8186 160.19171238276235 4607.8186 5506.7307 9.788445275034388 5297.8925 5506.7307 -3.7659533007127015 5552.1303 5833.6078 131.02955062492862 5833.6078 6508.5485 58.07087652521196 7719.2045 8645.3564 2005ke "" "" "" +CMFGEN 1.02 26.66000000018539 -0.017450633834718506 3990.384 4005.5172 8.307689362700229 3990.384 4607.8186 165.71306053909962 4607.8186 5506.7307 14.229689780027899 5297.8925 5506.7307 19.420600030355978 5552.1303 5833.6078 123.06776452278271 5833.6078 6508.5485 -11.668393355364636 7719.2045 8645.3564 2005ke "" "" "" +CMFGEN 1.4 26.66000000018539 -0.007919865217088548 3990.384 4005.5172 -2.9611674419525436 3990.384 4607.8186 155.53804516775136 4607.8186 5506.7307 13.637763859936106 5297.8925 5506.7307 41.584763774270435 5552.1303 5833.6078 114.30359214019448 5833.6078 6508.5485 -293.4995536115193 7719.2045 8645.3564 2005ke "" "" "" +CMFGEN 1.7 26.66000000018539 -0.03259696371781885 3990.384 4005.5172 -13.79597664668772 3990.384 4607.8186 161.05407341832174 4607.8186 5506.7307 13.749238530025886 5297.8925 5506.7307 3.0410698348269247 5552.1303 5833.6078 107.3065290237057 5833.6078 6508.5485 82.38927311579641 7719.2045 8645.3564 2005ke "" "" "" +OBSERVED "" -7.399999999906868 46.94135938091955 3926.0695 4087.8392 103.3612342325974 4087.8392 4604.5363 112.08685485451801 4604.5363 5075.3584 112.57135431004397 5157.4505 5635.516 42.22217356018252 5635.516 5879.3778 138.56367838325087 5879.3778 6352.6144 "" "" "" 2005ki "" "" "" +CMFGEN 1.04 -7.399999999906868 20.411199819296833 3926.0695 4087.8392 -349.8703320938557 4087.8392 4604.5363 136.65020599205155 4604.5363 5075.3584 182.9217366872336 5157.4505 5635.516 -9.860185374213073 5635.516 5879.3778 115.08889481265743 5879.3778 6352.6144 "" "" "" 2005ki "" "" "" +CMFGEN 1.02 -7.399999999906868 30.660867772736104 3926.0695 4087.8392 -493.7413903909476 4087.8392 4604.5363 171.9372252559615 4604.5363 5075.3584 225.3364804583518 5157.4505 5635.516 5.699057074053887 5635.516 5879.3778 83.96507341392373 5879.3778 6352.6144 "" "" "" 2005ki "" "" "" +CMFGEN 1.4 -7.399999999906868 34.84099729395024 3926.0695 4087.8392 -600.6977402117129 4087.8392 4604.5363 179.94239846111304 4604.5363 5075.3584 142.33157924854515 5157.4505 5635.516 18.839138346204138 5635.516 5879.3778 16.592529994249492 5879.3778 6352.6144 "" "" "" 2005ki "" "" "" +CMFGEN 1.7 -7.399999999906868 24.09589802486025 3926.0695 4087.8392 -578.3728517789461 4087.8392 4604.5363 121.41393614415539 4604.5363 5075.3584 20.10532843067922 5157.4505 5635.516 -19.558991548422057 5635.516 5879.3778 114.0687123925621 5879.3778 6352.6144 "" "" "" 2005ki "" "" "" +OBSERVED "" -5.430000000167638 28.706233851077936 3945.4063 4015.4322 302.20409132869236 3945.4063 4512.8578 78.21687445309155 4512.8578 5070.6504 92.18231050874098 5169.6526 5640.5166 27.24507598672992 5640.5166 5910.9615 103.35016424683795 5910.9615 6282.8233 "" "" "" 2005ki "" "" "" +CMFGEN 1.04 -5.430000000167638 3.7525533692810353 3945.4063 4015.4322 -412.9513370617319 3945.4063 4512.8578 195.13615232887463 4512.8578 5070.6504 176.79918000829326 5169.6526 5640.5166 -3.6210855421271795 5640.5166 5910.9615 58.388803788283575 5910.9615 6282.8233 "" "" "" 2005ki "" "" "" +CMFGEN 1.02 -5.430000000167638 3.664459036770528 3945.4063 4015.4322 -424.4291172913631 3945.4063 4512.8578 243.34697003391068 4512.8578 5070.6504 212.93046877366993 5169.6526 5640.5166 11.277646102413996 5640.5166 5910.9615 45.426885862192535 5910.9615 6282.8233 "" "" "" 2005ki "" "" "" +CMFGEN 1.4 -5.430000000167638 3.568352241073547 3945.4063 4015.4322 -447.9749767699307 3945.4063 4512.8578 263.06839726621723 4512.8578 5070.6504 125.69176985463598 5169.6526 5640.5166 20.612553118792356 5640.5166 5910.9615 9.131002740136275 5910.9615 6282.8233 "" "" "" 2005ki "" "" "" +CMFGEN 1.7 -5.430000000167638 2.247925999730216 3945.4063 4015.4322 199.90233465649794 3945.4063 4512.8578 275.9116301745387 4512.8578 5070.6504 8.997279156445089 5169.6526 5640.5166 -17.30318935557205 5640.5166 5910.9615 67.82515450715336 5910.9615 6282.8233 "" "" "" 2005ki "" "" "" +OBSERVED "" 46.56000000005588 "" "" "" "" "" "" 385.4330609818036 4644.6956 5501.6168 31.704177618675075 5289.8302 5501.6168 88.22352372796459 5557.0071 5843.7336 249.17606141771358 5843.7336 6505.1594 522.7562042115097 7733.5217 8746.8392 2005ki "" "" "" +CMFGEN 1.04 46.56000000005588 "" "" "" "" "" "" 84.15539874439192 4644.6956 5501.6168 16.474649429845872 5289.8302 5501.6168 64.26666601689345 5557.0071 5843.7336 152.38312935207108 5843.7336 6505.1594 121.66093768446163 7733.5217 8746.8392 2005ki "" "" "" +CMFGEN 1.02 46.56000000005588 "" "" "" "" "" "" 133.96856116370137 4644.6956 5501.6168 1.7374228031536583 5289.8302 5501.6168 23.628981887786935 5557.0071 5843.7336 140.5464560012129 5843.7336 6505.1594 242.07490149009743 7733.5217 8746.8392 2005ki "" "" "" +CMFGEN 1.4 46.56000000005588 "" "" "" "" "" "" 145.66491434814202 4644.6956 5501.6168 -7.654887085706791 5289.8302 5501.6168 10.890209832931923 5557.0071 5843.7336 119.60653012375002 5843.7336 6505.1594 242.76332314673834 7733.5217 8746.8392 2005ki "" "" "" +CMFGEN 1.7 46.56000000005588 "" "" "" "" "" "" 106.68880438723711 4644.6956 5501.6168 11.95591463370038 5289.8302 5501.6168 51.18483474695738 5557.0071 5843.7336 165.97917234431156 5843.7336 6505.1594 175.7324546468656 7733.5217 8746.8392 2005ki "" "" "" +OBSERVED "" 145.39999999990687 21.226184907779206 3993.9746 4032.7679 365.86181045161186 3993.9746 4671.3644 264.48968552885157 4671.3644 5223.4221 133.85343780922798 5223.4221 5572.5613 210.25308687673237 5572.5613 5942.5891 354.1130229181214 5942.5891 6503.5991 677.2878208474191 7834.5058 8613.3548 2005ki "" "" "" +CMFGEN 1.04 145.39999999990687 -0.6348157831659068 3993.9746 4032.7679 417.11450305075283 3993.9746 4671.3644 235.55072739585216 4671.3644 5223.4221 65.56926345180533 5223.4221 5572.5613 110.23125550077694 5572.5613 5942.5891 227.49197735790867 5942.5891 6503.5991 332.99988722681394 7834.5058 8613.3548 2005ki "" "" "" +CMFGEN 1.02 145.39999999990687 -0.25680656063918195 3993.9746 4032.7679 377.0675864911152 3993.9746 4671.3644 239.70250808100505 4671.3644 5223.4221 21.761500715688747 5223.4221 5572.5613 99.81085886410456 5572.5613 5942.5891 160.68309786639037 5942.5891 6503.5991 443.4837810347918 7834.5058 8613.3548 2005ki "" "" "" +CMFGEN 1.4 145.39999999990687 -0.3687580761673161 3993.9746 4032.7679 339.49560168792834 3993.9746 4671.3644 240.4383049004573 4671.3644 5223.4221 -16.093022050533758 5223.4221 5572.5613 93.03786795956174 5572.5613 5942.5891 126.69547889056338 5942.5891 6503.5991 446.1815483521609 7834.5058 8613.3548 2005ki "" "" "" +CMFGEN 1.7 145.39999999990687 -0.4564620541649549 3993.9746 4032.7679 437.8465563514461 3993.9746 4671.3644 245.02509909200765 4671.3644 5223.4221 84.41538368264814 5223.4221 5572.5613 100.91063149290943 5572.5613 5942.5891 246.240693937991 5942.5891 6503.5991 367.99742188055 7834.5058 8613.3548 2005ki "" "" "" +OBSERVED "" 21.56000000005588 9.510174342806494 3952.1973 4044.7043 262.5205571885611 3952.1973 4605.7142 337.9785024172771 4605.7142 5483.0384 6.063189410863972 5298.0245 5506.9112 59.71556092190102 5551.6726 5841.1299 210.21747067463895 5841.1299 6443.9172 429.73329122004924 7676.3487 8753.6073 2005ki "" "" "" +CMFGEN 1.04 21.56000000005588 -7.047560115823678 3952.1973 4044.7043 -25.09424378756144 3952.1973 4605.7142 153.4558466482012 4605.7142 5483.0384 3.5248643683295606 5298.0245 5506.9112 -23.420412486843965 5551.6726 5841.1299 83.7193201665433 5841.1299 6443.9172 106.2215244672202 7676.3487 8753.6073 2005ki "" "" "" +CMFGEN 1.02 21.56000000005588 3.766723252662893 3952.1973 4044.7043 -108.77646170218088 3952.1973 4605.7142 115.1474275398771 4605.7142 5483.0384 1.8925252228771072 5298.0245 5506.9112 18.969696536452545 5551.6726 5841.1299 88.89137296073685 5841.1299 6443.9172 -183.57571616833047 7676.3487 8753.6073 2005ki "" "" "" +CMFGEN 1.4 21.56000000005588 3.9415470407020683 3952.1973 4044.7043 -80.04666383471731 3952.1973 4605.7142 -130.29442285803685 4605.7142 5483.0384 45.78965021213302 5298.0245 5506.9112 -50.34694054773672 5551.6726 5841.1299 56.29576962236892 5841.1299 6443.9172 127.99440727295556 7676.3487 8753.6073 2005ki "" "" "" +CMFGEN 1.7 21.56000000005588 -5.221586527962161 3952.1973 4044.7043 -46.27272822568179 3952.1973 4605.7142 144.76087952417578 4605.7142 5483.0384 9.181154452326547 5298.0245 5506.9112 18.463574950503883 5551.6726 5841.1299 122.4843987881987 5841.1299 6443.9172 -12.365659988476889 7676.3487 8753.6073 2005ki "" "" "" +OBSERVED "" 53696.10000000009 14.27829876879529 3922.32752304041 4054.30462031827 86.17229157155097 4054.30462031827 4505.95957544692 86.16497252174541 4505.95957544692 5115.987047309 52.90641100790063 5162.91223745224 5588.17177312532 17.23161299645703 5588.17177312532 5878.5213871366 290.3356229426771 5878.5213871366 6561.86946859748 "" "" "" 2005ku "" "" "" +CMFGEN 1.04 53696.10000000009 -28.013235758924075 3922.32752304041 4054.30462031827 196.31431002200122 4054.30462031827 4505.95957544692 -1265.851015151672 4505.95957544692 5115.987047309 -74.41114814919227 5162.91223745224 5588.17177312532 128.675146962412 5588.17177312532 5878.5213871366 261.528931381817 5878.5213871366 6561.86946859748 "" "" "" 2005ku "" "" "" +CMFGEN 1.02 53696.10000000009 -29.918511288134354 3922.32752304041 4054.30462031827 88.18023072080307 4054.30462031827 4505.95957544692 -1409.9818721799975 4505.95957544692 5115.987047309 -96.30371891824541 5162.91223745224 5588.17177312532 131.9085221686057 5588.17177312532 5878.5213871366 216.370102673845 5878.5213871366 6561.86946859748 "" "" "" 2005ku "" "" "" +CMFGEN 1.4 53696.10000000009 -23.281748991737494 3922.32752304041 4054.30462031827 41.63066534638976 4054.30462031827 4505.95957544692 -1223.579518832861 4505.95957544692 5115.987047309 -90.77446057974771 5162.91223745224 5588.17177312532 131.5427796170861 5588.17177312532 5878.5213871366 188.03902946204022 5878.5213871366 6561.86946859748 "" "" "" 2005ku "" "" "" +CMFGEN 1.7 53696.10000000009 -33.54437659659392 3922.32752304041 4054.30462031827 233.35030625052553 4054.30462031827 4505.95957544692 -1512.318517419315 4505.95957544692 5115.987047309 -109.91922024493124 5162.91223745224 5588.17177312532 144.2035556169505 5588.17177312532 5878.5213871366 309.04240911839827 5878.5213871366 6561.86946859748 "" "" "" 2005ku "" "" "" +OBSERVED "" 53699.12999999989 14.635873157952764 3954.79061930731 4048.98176929856 101.96897803776885 4048.98176929856 4519.93751925482 130.78542799858752 4519.93751925482 5103.92264920058 80.54979953238411 5176.9207904438 5581.94273540619 30.958890678743153 5581.94273540619 5862.16140663016 401.59933808087806 5862.16140663016 6563.88547406499 "" "" "" 2005ku "" "" "" +CMFGEN 1.04 53699.12999999989 -9.664389128060934 3954.79061930731 4048.98176929856 234.63129135087905 4048.98176929856 4519.93751925482 -984.7500244093343 4519.93751925482 5103.92264920058 -33.66573874236582 5176.9207904438 5581.94273540619 140.5500989433925 5581.94273540619 5862.16140663016 258.169547278665 5862.16140663016 6563.88547406499 "" "" "" 2005ku "" "" "" +CMFGEN 1.02 53699.12999999989 -8.522651691061505 3954.79061930731 4048.98176929856 130.5939581188111 4048.98176929856 4519.93751925482 -1141.0367216781003 4519.93751925482 5103.92264920058 -33.14281713151488 5176.9207904438 5581.94273540619 143.59938258905348 5581.94273540619 5862.16140663016 211.7392672817549 5862.16140663016 6563.88547406499 "" "" "" 2005ku "" "" "" +CMFGEN 1.4 53699.12999999989 -4.653186499613165 3954.79061930731 4048.98176929856 78.87762583706483 4048.98176929856 4519.93751925482 -1047.1219366371565 4519.93751925482 5103.92264920058 -30.892692319002123 5176.9207904438 5581.94273540619 142.46558645788946 5581.94273540619 5862.16140663016 181.55016234742544 5862.16140663016 6563.88547406499 "" "" "" 2005ku "" "" "" +CMFGEN 1.7 53699.12999999989 -9.804464220081007 3954.79061930731 4048.98176929856 267.06583389131197 4048.98176929856 4519.93751925482 -1169.8954942929872 4519.93751925482 5103.92264920058 -65.41478996806147 5176.9207904438 5581.94273540619 151.32145738050812 5581.94273540619 5862.16140663016 298.55328485077837 5862.16140663016 6563.88547406499 "" "" "" 2005ku "" "" "" +OBSERVED "" 53728.04000000004 20.150024845395993 3908.29943120472 4027.57726405151 140.2294865088661 3908.29943120472 4623.96642828545 183.6418203742091 4623.96642828545 5531.64164409515 18.9887832020782 5284.35833209571 5531.64164409515 29.44739105692289 5557.82458301274 5877.83828089436 410.02070186457746 5877.83828089436 6564.41312362221 "" "" "" 2005ku "" "" "" +CMFGEN 1.04 53728.04000000004 -18.994831674733287 3908.29943120472 4027.57726405151 461.3506831013019 3908.29943120472 4623.96642828545 85.24418600051794 4623.96642828545 5531.64164409515 81.36271566316123 5284.35833209571 5531.64164409515 160.48487867314756 5557.82458301274 5877.83828089436 260.47909296093724 5877.83828089436 6564.41312362221 "" "" "" 2005ku "" "" "" +CMFGEN 1.02 53728.04000000004 -22.570957706841583 3908.29943120472 4027.57726405151 458.19936309158174 3908.29943120472 4623.96642828545 96.00041999122028 4623.96642828545 5531.64164409515 77.27928262028618 5284.35833209571 5531.64164409515 165.23390793960073 5557.82458301274 5877.83828089436 214.6982865210372 5877.83828089436 6564.41312362221 "" "" "" 2005ku "" "" "" +CMFGEN 1.4 53728.04000000004 -17.29934526184626 3908.29943120472 4027.57726405151 415.1543544924905 3908.29943120472 4623.96642828545 103.29619340227346 4623.96642828545 5531.64164409515 66.26864860638474 5284.35833209571 5531.64164409515 165.88165498062023 5557.82458301274 5877.83828089436 185.32087544411218 5877.83828089436 6564.41312362221 "" "" "" 2005ku "" "" "" +CMFGEN 1.7 53728.04000000004 -26.408192643056122 3908.29943120472 4027.57726405151 472.6290602367408 3908.29943120472 4623.96642828545 69.63884852084952 4623.96642828545 5531.64164409515 93.08957631898194 5284.35833209571 5531.64164409515 172.31798890883016 5557.82458301274 5877.83828089436 308.5855134014158 5877.83828089436 6564.41312362221 "" "" "" 2005ku "" "" "" +OBSERVED "" 53728.12000000011 35.426257203873774 3920.8522 4135.9889 194.75116654254748 3920.8522 4595.733 195.09536816211732 4595.733 5255.8784 1.92294913329694 5255.8784 5506.38 41.89079578341338 5559.4274 5845.2939 422.6253694639556 5845.2939 6561.4337 115.09732495056663 7507.4456 8208.8501 2005lu "" "" "" +CMFGEN 1.04 53728.12000000011 -86.03361449897177 3920.8522 4135.9889 415.5779087110881 3920.8522 4595.733 8.702835342493835 4595.733 5255.8784 47.39990394105482 5255.8784 5506.38 162.4293027864934 5559.4274 5845.2939 247.9269963491979 5845.2939 6561.4337 -653.7517362995117 7507.4456 8208.8501 2005lu "" "" "" +CMFGEN 1.02 53728.12000000011 -85.07086536430403 3920.8522 4135.9889 392.585570905017 3920.8522 4595.733 46.03719768332724 4595.733 5255.8784 54.0825492976972 5255.8784 5506.38 164.8185893010061 5559.4274 5845.2939 196.85263607552804 5845.2939 6561.4337 -1162.8943376139616 7507.4456 8208.8501 2005lu "" "" "" +CMFGEN 1.4 53728.12000000011 -85.5119043183348 3920.8522 4135.9889 333.1653659163922 3920.8522 4595.733 66.15356094812414 4595.733 5255.8784 50.680635454107716 5255.8784 5506.38 162.75245216467312 5559.4274 5845.2939 163.57101576615247 5845.2939 6561.4337 -1059.1192280983723 7507.4456 8208.8501 2005lu "" "" "" +CMFGEN 1.7 53728.12000000011 -109.85651094948696 3920.8522 4135.9889 429.78738038555355 3920.8522 4595.733 -7.441091313507016 4595.733 5255.8784 53.54430485986297 5255.8784 5506.38 164.4611107739708 5559.4274 5845.2939 267.16721249558003 5845.2939 6561.4337 -747.7925299790295 7507.4456 8208.8501 2005lu "" "" "" +OBSERVED "" 53722.169999999925 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 111.32372778558887 5866.269 6269.975 260.9278021314343 7934.0315 8557.6424 2005lu "" "" "" +CMFGEN 1.04 53722.169999999925 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 42.0583775673787 5866.269 6269.975 245.93140291588378 7934.0315 8557.6424 2005lu "" "" "" +CMFGEN 1.02 53722.169999999925 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 74.50858200089066 5866.269 6269.975 326.7567979034602 7934.0315 8557.6424 2005lu "" "" "" +CMFGEN 1.4 53722.169999999925 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 81.53001127298398 5866.269 6269.975 318.6400290267974 7934.0315 8557.6424 2005lu "" "" "" +CMFGEN 1.7 53722.169999999925 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 49.83054678301713 5866.269 6269.975 361.2023478955364 7934.0315 8557.6424 2005lu "" "" "" +OBSERVED "" 53722.12999999989 49.42579695259404 3921.6205 4133.4585 119.0582100464494 4133.4585 4563.245 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005lu 160.7301328575025 3726.0778 4098.8311 +CMFGEN 1.04 53722.12999999989 -83.97673519058054 3921.6205 4133.4585 258.50950137165296 4133.4585 4563.245 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005lu -155.0719779035856 3726.0778 4098.8311 +CMFGEN 1.02 53722.12999999989 -83.71203130678734 3921.6205 4133.4585 212.9961376494982 4133.4585 4563.245 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005lu 27.690021375405593 3726.0778 4098.8311 +CMFGEN 1.4 53722.12999999989 -84.39255371230351 3921.6205 4133.4585 173.97121577650387 4133.4585 4563.245 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005lu 105.9485225189773 3726.0778 4098.8311 +CMFGEN 1.7 53722.12999999989 -106.70164014139425 3921.6205 4133.4585 281.0000470218439 4133.4585 4563.245 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005lu -145.37300774374387 3726.0778 4098.8311 +OBSERVED "" 53722.14999999991 48.82343661696634 3920.9854 4143.0161 213.33168423282495 3920.9854 4590.2954 250.06490763220552 4590.2954 5211.3378 29.615726166813907 5211.3378 5500.943 45.555676265739805 5555.6463 5838.8159 136.8177489791131 5838.8159 6389.0659 262.4683635919995 7911.1024 8564.3232 2005lu "" "" "" +CMFGEN 1.04 53722.14999999991 -86.40953022818132 3920.9854 4143.0161 403.7980419049952 3920.9854 4590.2954 -52.277859768441296 4590.2954 5211.3378 -6.844448408818626 5211.3378 5500.943 163.8971697076556 5555.6463 5838.8159 74.2658903232243 5838.8159 6389.0659 244.49396917653985 7911.1024 8564.3232 2005lu "" "" "" +CMFGEN 1.02 53722.14999999991 -82.92640146925815 3920.9854 4143.0161 377.9260338594112 3920.9854 4590.2954 -2.1259875393751457 4590.2954 5211.3378 10.17608409972895 5211.3378 5500.943 165.61295850429275 5555.6463 5838.8159 62.391480082180266 5838.8159 6389.0659 337.1841144423173 7911.1024 8564.3232 2005lu "" "" "" +CMFGEN 1.4 53722.14999999991 -82.83849846106939 3920.9854 4143.0161 315.28680823146925 3920.9854 4590.2954 32.1243675480201 4590.2954 5211.3378 18.83546448300572 5211.3378 5500.943 163.01319856240494 5555.6463 5838.8159 58.41553245981868 5838.8159 6389.0659 333.2892085004895 7911.1024 8564.3232 2005lu "" "" "" +CMFGEN 1.7 53722.14999999991 -110.66516292544733 3920.9854 4143.0161 418.9116005622833 3920.9854 4590.2954 -100.7762537958021 4590.2954 5211.3378 -32.69133294641623 5211.3378 5500.943 164.19890634817773 5555.6463 5838.8159 42.822544347884964 5838.8159 6389.0659 364.88553880807785 7911.1024 8564.3232 2005lu "" "" "" +OBSERVED "" 53724.12000000011 37.46106438641954 3923.7993 4138.936 182.9627113101019 3923.7993 4569.2093 205.6031572424946 4569.2093 5202.831 8.72985730777833 5202.831 5500.4858 48.69055970022113 5550.5861 5857.0822 397.2413431665361 5857.0822 6561.4337 220.6777094395958 7528.0752 8653.8588 2005lu "" "" "" +CMFGEN 1.04 53724.12000000011 -79.9290822131137 3923.7993 4138.936 356.7928571450004 3923.7993 4569.2093 -239.41360291596754 4569.2093 5202.831 -32.006444590815846 5202.831 5500.4858 170.43469925196746 5550.5861 5857.0822 257.41201233728805 5857.0822 6561.4337 -207.20208105463024 7528.0752 8653.8588 2005lu "" "" "" +CMFGEN 1.02 53724.12000000011 -77.89781584579653 3923.7993 4138.936 314.60691244246885 3923.7993 4569.2093 -171.65167457335258 4569.2093 5202.831 -11.564156896798965 5202.831 5500.4858 174.21928204508265 5550.5861 5857.0822 210.6650054856434 5857.0822 6561.4337 20.29604077713134 7528.0752 8653.8588 2005lu "" "" "" +CMFGEN 1.4 53724.12000000011 -78.90803147688705 3923.7993 4138.936 242.5316577443444 3923.7993 4569.2093 -110.46505349235969 4569.2093 5202.831 0.39707594646270317 5202.831 5500.4858 173.3177569771481 5550.5861 5857.0822 180.74514560446232 5857.0822 6561.4337 71.33000424515342 7528.0752 8653.8588 2005lu "" "" "" +CMFGEN 1.7 53724.12000000011 -101.48339859329309 3923.7993 4138.936 370.97109932532555 3923.7993 4569.2093 -330.2448650887221 4569.2093 5202.831 -60.08940638776767 5202.831 5500.4858 177.64870842624225 5550.5861 5857.0822 291.2794792153461 5857.0822 6561.4337 148.96595710758842 7528.0752 8653.8588 2005lu "" "" "" +OBSERVED "" 53725.08999999985 38.877826155205945 3912.011 4138.936 180.35224097266675 3912.011 4569.2093 204.4683357733462 4569.2093 5252.9313 19.434067003461948 5252.9313 5503.4329 46.00596383032162 5553.5332 5836.4526 447.5286844512848 5836.4526 6561.4337 247.75597890052182 7522.181 8550.7111 2005lu "" "" "" +CMFGEN 1.04 53725.08999999985 -108.00720047657988 3912.011 4138.936 346.6979572071318 3912.011 4569.2093 -192.75110403664374 4569.2093 5252.9313 42.81069809407461 5252.9313 5503.4329 164.73179390337964 5553.5332 5836.4526 233.28526388607182 5836.4526 6561.4337 -488.8025868337079 7522.181 8550.7111 2005lu "" "" "" +CMFGEN 1.02 53725.08999999985 -105.27099637642289 3912.011 4138.936 305.1622193244639 3912.011 4569.2093 -137.8316794745433 4569.2093 5252.9313 50.34676679584279 5252.9313 5503.4329 166.26763525479228 5553.5332 5836.4526 176.83850895335564 5836.4526 6561.4337 -232.81710392479363 7522.181 8550.7111 2005lu "" "" "" +CMFGEN 1.4 53725.08999999985 -101.38024515566246 3912.011 4138.936 230.4920481930194 3912.011 4569.2093 -93.51699596437811 4569.2093 5252.9313 47.78522170752131 5252.9313 5503.4329 163.4318556377761 5553.5332 5836.4526 140.16259396771108 5836.4526 6561.4337 -134.6424313431111 7522.181 8550.7111 2005lu "" "" "" +CMFGEN 1.7 53725.08999999985 -146.54600653540558 3912.011 4138.936 353.29714384039954 3912.011 4569.2093 -237.37345553150752 4569.2093 5252.9313 49.1073111924265 5252.9313 5503.4329 164.67453497954176 5553.5332 5836.4526 244.08455236136345 5836.4526 6561.4337 49.69500539374985 7522.181 8550.7111 2005lu "" "" "" +OBSERVED "" 53726.10999999987 44.05591100630206 3920.8522 4141.883 209.4517363195897 3920.8522 4589.8388 224.85898350131276 4589.8388 5238.1959 6.248145752319768 5238.1959 5503.4329 53.841265708132426 5550.5861 5865.9234 370.9348516727316 5865.9234 6561.4337 159.5413089819887 7501.5515 8562.4994 2005lu "" "" "" +CMFGEN 1.04 53726.10999999987 -86.62721602778099 3920.8522 4141.883 402.7564406928186 3920.8522 4589.8388 -31.804206034200206 4589.8388 5238.1959 34.21118545860274 5238.1959 5503.4329 169.41301818405225 5550.5861 5865.9234 260.27386950835074 5865.9234 6561.4337 -401.6034140709532 7501.5515 8562.4994 2005lu "" "" "" +CMFGEN 1.02 53726.10999999987 -83.60855073739893 3920.8522 4141.883 376.66831340880947 3920.8522 4589.8388 11.890225572544182 4589.8388 5238.1959 43.209366561734726 5238.1959 5503.4329 173.89959334773553 5550.5861 5865.9234 215.12160462733038 5865.9234 6561.4337 -121.71885945714371 7501.5515 8562.4994 2005lu "" "" "" +CMFGEN 1.4 53726.10999999987 -83.57428262378085 3920.8522 4141.883 313.75229857471027 3920.8522 4589.8388 38.4454796390417 4589.8388 5238.1959 43.13563906006277 5238.1959 5503.4329 173.73645300382057 5550.5861 5865.9234 186.4744710740669 5865.9234 6561.4337 5.347957309268168 7501.5515 8562.4994 2005lu "" "" "" +CMFGEN 1.7 53726.10999999987 -111.01680719050339 3920.8522 4141.883 417.84820761983224 3920.8522 4589.8388 -59.475471333891896 4589.8388 5238.1959 31.5432135830892 5238.1959 5503.4329 180.025873503133 5550.5861 5865.9234 303.4001252883204 5865.9234 6561.4337 -10.331625983745596 7501.5515 8562.4994 2005lu "" "" "" +OBSERVED "" 53727.12000000011 32.55332010991256 3917.9051 4144.8301 171.3775009726022 3917.9051 4586.8918 179.46259106556903 4586.8918 5244.0901 2.677393070333907 5244.0901 5506.38 44.41405310142483 5556.4803 5862.9764 438.38767325263086 5862.9764 6561.4337 143.4699692502365 7548.7047 8426.9339 2005lu "" "" "" +CMFGEN 1.04 53727.12000000011 -93.90585713542141 3917.9051 4144.8301 394.83756251513745 3917.9051 4586.8918 -51.39272144180691 4586.8918 5244.0901 40.86643306128974 5244.0901 5506.38 164.75924556072647 5556.4803 5862.9764 259.6146762592896 5862.9764 6561.4337 -896.2855661641673 7548.7047 8426.9339 2005lu "" "" "" +CMFGEN 1.02 53727.12000000011 -89.42318434670331 3917.9051 4144.8301 367.53227478772135 3917.9051 4586.8918 -6.228673178515692 4586.8918 5244.0901 48.68031588488414 5244.0901 5506.38 168.92447257402304 5556.4803 5862.9764 214.06057152043243 5862.9764 6561.4337 -643.6799624424484 7548.7047 8426.9339 2005lu "" "" "" +CMFGEN 1.4 53727.12000000011 -88.01500181113293 3917.9051 4144.8301 302.79772265210363 3917.9051 4586.8918 21.564661134137452 4586.8918 5244.0901 47.25878107222949 5244.0901 5506.38 168.55388497189597 5556.4803 5862.9764 185.0482026754272 5862.9764 6561.4337 -588.868045879333 7548.7047 8426.9339 2005lu "" "" "" +CMFGEN 1.7 53727.12000000011 -122.4736112954083 3917.9051 4144.8301 408.6038030920014 3917.9051 4586.8918 -75.42365614364505 4586.8918 5244.0901 43.6261340925446 5244.0901 5506.38 174.21214823295009 5556.4803 5862.9764 300.08548625689286 5862.9764 6561.4337 -71.39187170003802 7548.7047 8426.9339 2005lu "" "" "" +OBSERVED "" 11.339999999945576 18.289212671984824 3941.3037 4064.1951 214.92079664755363 3941.3037 4584.4355 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005na 93.21617820627776 3668.8944 3941.3037 +CMFGEN 1.04 11.339999999945576 12.121097385642488 3941.3037 4064.1951 -673.8633709231985 3941.3037 4584.4355 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005na 25.090120758125444 3668.8944 3941.3037 +CMFGEN 1.02 11.339999999945576 16.690319287002712 3941.3037 4064.1951 -821.660882863106 3941.3037 4584.4355 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005na 0.23386710934580357 3668.8944 3941.3037 +CMFGEN 1.4 11.339999999945576 18.331135015477486 3941.3037 4064.1951 -885.9484211950022 3941.3037 4584.4355 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005na -7.544135062732489 3668.8944 3941.3037 +CMFGEN 1.7 11.339999999945576 11.812798075544407 3941.3037 4064.1951 -338.1898132648214 3941.3037 4584.4355 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2005na -59.416542626779425 3668.8944 3941.3037 +OBSERVED "" 62.29999999990832 21.644269028083723 3954.4329 4016.6645 226.81728839484452 4016.6645 4612.3096 211.96932188672554 4612.3096 5498.3688 21.415984352926536 5293.8936 5516.1492 53.64722180983203 5557.637 5830.2706 247.08169904154994 5830.2706 6565.1959 307.73131002099245 7516.45 8692.9232 2005na "" "" "" +CMFGEN 1.04 62.29999999990832 -2.262686386036309 3954.4329 4016.6645 157.21258703569129 4016.6645 4612.3096 123.3981350261949 4612.3096 5498.3688 16.251424069268033 5293.8936 5516.1492 107.89250332239423 5557.637 5830.2706 128.03738052466133 5830.2706 6565.1959 385.74157243738324 7516.45 8692.9232 2005na "" "" "" +CMFGEN 1.02 62.29999999990832 -1.7073243795751565 3954.4329 4016.6645 184.51680720608192 4016.6645 4612.3096 206.0017057494311 4612.3096 5498.3688 -5.111066996305335 5293.8936 5516.1492 71.70894983470586 5557.637 5830.2706 114.21361271265653 5830.2706 6565.1959 510.3584652972636 7516.45 8692.9232 2005na "" "" "" +CMFGEN 1.4 62.29999999990832 -0.7284503939653741 3954.4329 4016.6645 207.796719540283 4016.6645 4612.3096 292.95907648773726 4612.3096 5498.3688 -2.2218002433278268 5293.8936 5516.1492 57.43630378292112 5557.637 5830.2706 111.8896009590322 5830.2706 6565.1959 471.2035770015507 7516.45 8692.9232 2005na "" "" "" +CMFGEN 1.7 62.29999999990832 -1.1174730954322785 3954.4329 4016.6645 139.26486506512444 4016.6645 4612.3096 112.21034835043189 4612.3096 5498.3688 14.672154575994067 5293.8936 5516.1492 120.43475615499851 5557.637 5830.2706 118.37631200995256 5830.2706 6565.1959 347.7898096720155 7516.45 8692.9232 2005na "" "" "" +OBSERVED "" 69.25000000009459 "" "" "" "" "" "" "" "" "" 43.89037462057123 5279.7124 5501.5297 120.5489883875446 5550.6708 5823.6768 244.83209742114983 5823.6768 6439.3053 529.6789991768163 7650.7695 8690.2398 2005na "" "" "" +CMFGEN 1.04 69.25000000009459 "" "" "" "" "" "" "" "" "" 6.139054752140732 5279.7124 5501.5297 121.21530766985407 5550.6708 5823.6768 87.15788715617909 5823.6768 6439.3053 291.01980389174634 7650.7695 8690.2398 2005na "" "" "" +CMFGEN 1.02 69.25000000009459 "" "" "" "" "" "" "" "" "" -9.958089068866384 5279.7124 5501.5297 87.44576312975208 5550.6708 5823.6768 162.65915350860905 5823.6768 6439.3053 477.5102348341567 7650.7695 8690.2398 2005na "" "" "" +CMFGEN 1.4 69.25000000009459 "" "" "" "" "" "" "" "" "" 1.393098870111249 5279.7124 5501.5297 64.45715597566878 5550.6708 5823.6768 191.68332653141317 5823.6768 6439.3053 473.5558059779211 7650.7695 8690.2398 2005na "" "" "" +CMFGEN 1.7 69.25000000009459 "" "" "" "" "" "" "" "" "" 8.284592490646064 5279.7124 5501.5297 137.0848992078848 5550.6708 5823.6768 23.4231207391815 5823.6768 6439.3053 247.90788809745692 7650.7695 8690.2398 2005na "" "" "" +OBSERVED "" 69.23999999985244 70.1136997279375 3923.2992 4052.7259 500.1235604444143 3923.2992 4686.9168 405.2173150280544 4686.9168 5505.5407 82.47619735115373 5236.9803 5505.5407 113.76703173631385 5557.3114 5845.2858 335.7280622834453 5845.2858 6566.8397 420.8965204337604 7819.0431 8712.0874 2005na "" "" "" +CMFGEN 1.04 69.23999999985244 -17.822157950218546 3923.2992 4052.7259 191.35543841825717 3923.2992 4686.9168 124.71461856789615 4686.9168 5505.5407 -5.302556052420526 5236.9803 5505.5407 117.92301334947925 5557.3114 5845.2858 152.24251682696024 5845.2858 6566.8397 357.9774794109513 7819.0431 8712.0874 2005na "" "" "" +CMFGEN 1.02 69.23999999985244 -8.891265154104698 3923.2992 4052.7259 155.79304825352364 3923.2992 4686.9168 100.21886135536988 4686.9168 5505.5407 -35.467934798499215 5236.9803 5505.5407 84.75973419099262 5557.3114 5845.2858 121.32285042224733 5845.2858 6566.8397 438.22124565790045 7819.0431 8712.0874 2005na "" "" "" +CMFGEN 1.4 69.23999999985244 -5.068287315054707 3923.2992 4052.7259 143.4101203056748 3923.2992 4686.9168 177.70248734305318 4686.9168 5505.5407 -15.610320723899722 5236.9803 5505.5407 64.06202958841993 5557.3114 5845.2858 132.1226223646179 5845.2858 6566.8397 425.81169352391316 7819.0431 8712.0874 2005na "" "" "" +CMFGEN 1.7 69.23999999985244 -12.534311959564722 3923.2992 4052.7259 186.12643412724702 3923.2992 4686.9168 44.47974366821825 4686.9168 5505.5407 -8.597756694394075 5236.9803 5505.5407 141.82477828177738 5557.3114 5845.2858 158.85802303562463 5845.2858 6566.8397 309.71863609934337 7819.0431 8712.0874 2005na "" "" "" +OBSERVED "" 39.2799999998897 8.795631952731895 3997.7196 4023.6049 408.95767680486017 4023.6049 4599.5538 534.4443484691469 4599.5538 5537.8974 70.98903901538678 5246.6873 5537.8974 66.94328235637626 5579.9611 5803.2222 296.41482317640384 5803.2222 6453.5914 522.7185926914406 7751.0941 8670.0237 2005na "" "" "" +CMFGEN 1.04 39.2799999998897 0.09652897913555272 3997.7196 4023.6049 46.95579951325399 4023.6049 4599.5538 123.62998540013 4599.5538 5537.8974 23.61895991528967 5246.6873 5537.8974 15.86803442315819 5579.9611 5803.2222 121.26987671505438 5803.2222 6453.5914 120.18912596518706 7751.0941 8670.0237 2005na "" "" "" +CMFGEN 1.02 39.2799999998897 0.037857050405204117 3997.7196 4023.6049 7.4946237330941035 4023.6049 4599.5538 219.61080796470227 4599.5538 5537.8974 33.54074204846608 5246.6873 5537.8974 7.802097528603352 5579.9611 5803.2222 125.11249587761391 5803.2222 6453.5914 206.63937694622905 7751.0941 8670.0237 2005na "" "" "" +CMFGEN 1.4 39.2799999998897 0.04721240512771224 3997.7196 4023.6049 4.105856408871285 4023.6049 4599.5538 254.0068028673491 4599.5538 5537.8974 37.46764516062365 5246.6873 5537.8974 10.33219574794026 5579.9611 5803.2222 108.40496085504256 5803.2222 6453.5914 205.20747448318252 7751.0941 8670.0237 2005na "" "" "" +CMFGEN 1.7 39.2799999998897 0.00669598359488785 3997.7196 4023.6049 21.43319033175748 4023.6049 4599.5538 164.69230438110364 4599.5538 5537.8974 23.407399401776644 5246.6873 5537.8974 9.19740643818681 5579.9611 5803.2222 126.78736776917282 5803.2222 6453.5914 175.04731751238086 7751.0941 8670.0237 2005na "" "" "" +OBSERVED "" 11.359999999964202 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 159.76995244840265 5869.0733 6466.4367 308.46367089831085 7878.9867 8657.8695 2005na "" "" "" +CMFGEN 1.04 11.359999999964202 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 172.13224567023263 5869.0733 6466.4367 47.131260808352 7878.9867 8657.8695 2005na "" "" "" +CMFGEN 1.02 11.359999999964202 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 131.2122183527992 5869.0733 6466.4367 55.13721467116388 7878.9867 8657.8695 2005na "" "" "" +CMFGEN 1.4 11.359999999964202 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 51.97606729666193 5869.0733 6466.4367 -11.51282203690915 7878.9867 8657.8695 2005na "" "" "" +CMFGEN 1.7 11.359999999964202 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 145.0042845399203 5869.0733 6466.4367 72.55065470373604 7878.9867 8657.8695 2005na "" "" "" +OBSERVED "" 77.15000000000146 1.447615360916466e-14 3998.8841 4001.8475 271.43305922495676 3998.8841 4677.5046 275.4827185147873 4677.5046 5433.1738 15.217094594527174 5299.8204 5510.2224 94.91778997417124 5563.5638 5833.234 278.3875054881868 5833.234 6565.1959 608.0302349293121 7756.4861 8772.9353 2005na "" "" "" +CMFGEN 1.04 77.15000000000146 -2.961031420056408e-15 3998.8841 4001.8475 247.94700236182314 3998.8841 4677.5046 166.52637793114738 4677.5046 5433.1738 16.434257056428024 5299.8204 5510.2224 123.33132936704882 5563.5638 5833.234 145.95094537196024 5833.234 6565.1959 318.9664005435052 7756.4861 8772.9353 2005na "" "" "" +CMFGEN 1.02 77.15000000000146 -1.8095192011455826e-15 3998.8841 4001.8475 184.67612766345871 3998.8841 4677.5046 181.92588139956212 4677.5046 5433.1738 -0.32496501270233663 5299.8204 5510.2224 95.13136900835076 5563.5638 5833.234 111.57536056442109 5833.234 6565.1959 437.6556838887808 7756.4861 8772.9353 2005na "" "" "" +CMFGEN 1.4 77.15000000000146 1.1021616952432185e-14 3998.8841 4001.8475 169.74877071436237 3998.8841 4677.5046 201.1309333017965 4677.5046 5433.1738 5.153543715382602 5299.8204 5510.2224 75.68276263971637 5563.5638 5833.234 128.59668066071075 5833.234 6565.1959 437.96340996455706 7756.4861 8772.9353 2005na "" "" "" +CMFGEN 1.7 77.15000000000146 3.619038402291165e-15 3998.8841 4001.8475 227.06635603287964 3998.8841 4677.5046 141.27668569531411 4677.5046 5433.1738 18.86214321102176 5299.8204 5510.2224 140.46657581306079 5563.5638 5833.234 121.84656672758591 5833.234 6565.1959 303.6138149381977 7756.4861 8772.9353 2005na "" "" "" +OBSERVED "" 11.35000000018772 20.247753003311534 3952.4202 4049.4903 224.24237297788972 3952.4202 4609.2608 228.81319972635106 4609.2608 5220.802 37.52337409837261 5220.802 5528.1904 56.87209419264767 5554.0757 5854.9928 119.65381284204432 5854.9928 6330.636 281.77747079465786 7864.3425 8657.081 2005na "" "" "" +CMFGEN 1.04 11.35000000018772 7.179934917589985 3952.4202 4049.4903 -753.1831320034928 3952.4202 4609.2608 230.12938015327614 4609.2608 5220.802 145.05883261330078 5220.802 5528.1904 -61.143626265625365 5554.0757 5854.9928 112.65760200252788 5854.9928 6330.636 55.69308117479454 7864.3425 8657.081 2005na "" "" "" +CMFGEN 1.02 11.35000000018772 9.15015010745103 3952.4202 4049.4903 -957.8786993433048 3952.4202 4609.2608 107.04218257771771 4609.2608 5220.802 136.19660198928946 5220.802 5528.1904 -68.80323993544911 5554.0757 5854.9928 88.09114981641184 5854.9928 6330.636 62.7259238678908 7864.3425 8657.081 2005na "" "" "" +CMFGEN 1.4 11.35000000018772 9.591624227953634 3952.4202 4049.4903 -1037.7014436785144 3952.4202 4609.2608 -14.39633446584159 4609.2608 5220.802 99.19986841280435 5220.802 5528.1904 -7.246233186912165 5554.0757 5854.9928 18.074754211353074 5854.9928 6330.636 -4.7604494460232925 7864.3425 8657.081 2005na "" "" "" +CMFGEN 1.7 11.35000000018772 6.268001714392414 3952.4202 4049.4903 -534.9835223782484 3952.4202 4609.2608 334.9418549672487 4609.2608 5220.802 -51.60704551967466 5220.802 5528.1904 -96.87262506450061 5554.0757 5854.9928 123.62118436385214 5854.9928 6330.636 86.66347269488647 7864.3425 8657.081 2005na "" "" "" +OBSERVED "" 19.35000000018772 "" "" "" "" "" "" "" "" "" 9.205298618868289 5285.164 5503.3464 85.31632824560171 5553.9593 5854.2166 219.95568138574737 5854.2166 6564.1644 363.12671108424934 7613.3551 8691.272 2005na "" "" "" +CMFGEN 1.04 19.35000000018772 "" "" "" "" "" "" "" "" "" -1.4885966810626847 5285.164 5503.3464 -45.79482725052212 5553.9593 5854.2166 -105.57919212688915 5854.2166 6564.1644 -86.9695426766706 7613.3551 8691.272 2005na "" "" "" +CMFGEN 1.02 19.35000000018772 "" "" "" "" "" "" "" "" "" 66.24587691339356 5285.164 5503.3464 -46.89282278393124 5553.9593 5854.2166 34.693925541528095 5854.2166 6564.1644 335.39068790763736 7613.3551 8691.272 2005na "" "" "" +CMFGEN 1.4 19.35000000018772 "" "" "" "" "" "" "" "" "" 46.08799934197352 5285.164 5503.3464 -7.525306885764969 5553.9593 5854.2166 96.31671194831746 5854.2166 6564.1644 224.28893288827447 7613.3551 8691.272 2005na "" "" "" +CMFGEN 1.7 19.35000000018772 "" "" "" "" "" "" "" "" "" 2.5149373161570487 5285.164 5503.3464 -3.6357084588631743 5553.9593 5854.2166 10.72910097986395 5854.2166 6564.1644 -58.91118055238752 7613.3551 8691.272 2005na "" "" "" +OBSERVED "" 67.0299999998897 6.864862511638105 3981.99 4012.147 358.10498185738317 3981.99 4624.3338 357.71180878429266 4624.3338 5441.5882 15.308329216954796 5281.7561 5501.9021 139.00176345640088 5556.1847 5833.629 272.0384844549507 5833.629 6460.8943 1042.7035761196319 7634.001 8810.1235 2006D "" "" "" +CMFGEN 1.04 67.0299999998897 -0.1621951725705578 3981.99 4012.147 227.2346716996925 3981.99 4624.3338 147.1131794256519 4624.3338 5441.5882 6.903275694839516 5281.7561 5501.9021 116.23951178060085 5556.1847 5833.629 117.30887501610668 5833.629 6460.8943 143.71600014347126 7634.001 8810.1235 2006D "" "" "" +CMFGEN 1.02 67.0299999998897 -0.11906309902107709 3981.99 4012.147 254.63197984182685 3981.99 4624.3338 237.41816963850263 4624.3338 5441.5882 -8.807193628305162 5281.7561 5501.9021 81.39918544196696 5556.1847 5833.629 176.70391529181416 5833.629 6460.8943 369.14409422386973 7634.001 8810.1235 2006D "" "" "" +CMFGEN 1.4 67.0299999998897 0.008059749084558905 3981.99 4012.147 266.0048555530384 3981.99 4624.3338 295.20806799754746 4624.3338 5441.5882 2.030895932813909 5281.7561 5501.9021 60.03725162172131 5556.1847 5833.629 196.59013784283258 5833.629 6460.8943 375.2918057812821 7634.001 8810.1235 2006D "" "" "" +CMFGEN 1.7 67.0299999998897 0.017676908720770178 3981.99 4012.147 225.29965935507363 3981.99 4624.3338 153.90241703358728 4624.3338 5441.5882 9.225430732586867 5281.7561 5501.9021 134.31743197511162 5556.1847 5833.629 81.30568496566033 5833.629 6460.8943 240.3819163732251 7634.001 8810.1235 2006D "" "" "" +OBSERVED "" 36.0299999998897 0.20750587451276697 3960.8801 4000.0842 278.3999193756056 3960.8801 4624.3338 369.6201813501185 4624.3338 5498.8864 26.14220767233503 5275.7247 5501.9021 58.53231126974016 5550.1533 5800.4563 227.0187979681997 5800.4563 6488.0356 527.0519774837526 7549.5615 8704.574 2006D "" "" "" +CMFGEN 1.04 36.0299999998897 -0.19003589760761927 3960.8801 4000.0842 33.45789760813894 3960.8801 4624.3338 88.1490773082372 4624.3338 5498.8864 10.273182895708754 5275.7247 5501.9021 6.244246194680347 5550.1533 5800.4563 121.8890795426717 5800.4563 6488.0356 103.56624289917565 7549.5615 8704.574 2006D "" "" "" +CMFGEN 1.02 36.0299999998897 0.5427967116181355 3960.8801 4000.0842 -51.2082118319998 3960.8801 4624.3338 146.49880218174846 4624.3338 5498.8864 7.498878080628014 5275.7247 5501.9021 6.923433425276356 5550.1533 5800.4563 103.45614514759455 5800.4563 6488.0356 82.7934500110037 7549.5615 8704.574 2006D "" "" "" +CMFGEN 1.4 36.0299999998897 0.690711666578588 3960.8801 4000.0842 -78.0571724121456 3960.8801 4624.3338 171.23827847688904 4624.3338 5498.8864 14.101843313736547 5275.7247 5501.9021 10.784150194809722 5550.1533 5800.4563 89.98298202690447 5800.4563 6488.0356 -27.03767371560032 7549.5615 8704.574 2006D "" "" "" +CMFGEN 1.7 36.0299999998897 0.15800420411821836 3960.8801 4000.0842 -24.547120805060132 3960.8801 4624.3338 114.49981307027659 4624.3338 5498.8864 7.445163911569333 5275.7247 5501.9021 3.7252623155168822 5550.1533 5800.4563 108.3706817546275 5800.4563 6488.0356 125.65152732840603 7549.5615 8704.574 2006D "" "" "" +OBSERVED "" 69.92999999979656 2.9393595298317177 3988.0214 4009.1313 306.79841875368777 3988.0214 4633.3809 316.93935870035966 4633.3809 5420.4783 16.55886119649707 5299.8503 5529.0434 132.73319862329794 5556.1847 5842.6761 245.96857415984095 5842.6761 6475.9728 727.6244773185222 7652.0952 8861.3904 2006D "" "" "" +CMFGEN 1.04 69.92999999979656 -0.0594530118207354 3988.0214 4009.1313 235.96587416452314 3988.0214 4633.3809 177.08905967007505 4633.3809 5420.4783 24.526850111683896 5299.8503 5529.0434 119.89152185240475 5556.1847 5842.6761 139.64921572594739 5842.6761 6475.9728 104.21851743242213 7652.0952 8861.3904 2006D "" "" "" +CMFGEN 1.02 69.92999999979656 -0.06147861013414866 3988.0214 4009.1313 253.20283474025874 3988.0214 4633.3809 258.46276236695013 4633.3809 5420.4783 0.8376574895251305 5299.8503 5529.0434 86.88353712083314 5556.1847 5842.6761 174.40086467345182 5842.6761 6475.9728 308.85898033819825 7652.0952 8861.3904 2006D "" "" "" +CMFGEN 1.4 69.92999999979656 -0.020623358558186883 3988.0214 4009.1313 263.36934165186574 3988.0214 4633.3809 289.754215712276 4633.3809 5420.4783 3.698146337604542 5299.8503 5529.0434 65.87837894898445 5556.1847 5842.6761 195.9561358060761 5842.6761 6475.9728 322.60258339189863 7652.0952 8861.3904 2006D "" "" "" +CMFGEN 1.7 69.92999999979656 -0.002708568878357986 3988.0214 4009.1313 230.86702842812298 3988.0214 4633.3809 174.8956795872587 4633.3809 5420.4783 23.246661995405766 5299.8503 5529.0434 142.5490141861364 5556.1847 5842.6761 114.102310913183 5842.6761 6475.9728 177.3648750599338 7652.0952 8861.3904 2006D "" "" "" +OBSERVED "" -6.019999999924039 17.993522779716233 3921.2227 4052.5355 147.44349157161798 3921.2227 4509.0041 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006D 86.0800301962434 3671.1029 3921.2227 +CMFGEN 1.04 -6.019999999924039 18.040386985072676 3921.2227 4052.5355 -388.1389933533178 3921.2227 4509.0041 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006D 10.27750308118527 3671.1029 3921.2227 +CMFGEN 1.02 -6.019999999924039 20.579539257770865 3921.2227 4052.5355 -380.2219157802367 3921.2227 4509.0041 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006D -9.731756497150975 3671.1029 3921.2227 +CMFGEN 1.4 -6.019999999924039 20.909633270532336 3921.2227 4052.5355 -396.00571334616006 3921.2227 4509.0041 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006D -15.097145588936717 3671.1029 3921.2227 +CMFGEN 1.7 -6.019999999924039 13.871412791015457 3921.2227 4052.5355 253.3729338688688 3921.2227 4509.0041 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006D -55.57422604924737 3671.1029 3921.2227 +OBSERVED "" 42.04000000013184 0.8026141836169906 3972.9429 4003.0999 287.58346123690706 3972.9429 4609.2553 381.18128694951224 4609.2553 5489.8393 15.868544106746299 5293.8189 5519.9963 73.46914493087502 5553.169 5815.5348 236.41636044197008 5815.5348 6457.8786 545.2724426882025 7664.158 8695.5269 2006D "" "" "" +CMFGEN 1.04 42.04000000013184 -0.04591070013659606 3972.9429 4003.0999 71.24816174666017 3972.9429 4609.2553 116.00808055934687 4609.2553 5489.8393 17.20030611149843 5293.8189 5519.9963 32.35964775970832 5553.169 5815.5348 125.74326226806369 5815.5348 6457.8786 60.197945139510395 7664.158 8695.5269 2006D "" "" "" +CMFGEN 1.02 42.04000000013184 0.40576250286733984 3972.9429 4003.0999 13.21907254447309 3972.9429 4609.2553 144.81691543426683 4609.2553 5489.8393 2.8406546666054284 5293.8189 5519.9963 1.8145349433605222 5553.169 5815.5348 136.05833585820176 5815.5348 6457.8786 231.4905420293311 7664.158 8695.5269 2006D "" "" "" +CMFGEN 1.4 42.04000000013184 0.5412904586816147 3972.9429 4003.0999 -10.071599644201353 3972.9429 4609.2553 159.7061014048576 4609.2553 5489.8393 7.038637652146655 5293.8189 5519.9963 2.5761334014209774 5553.169 5815.5348 117.45605688292189 5815.5348 6457.8786 230.10808838800614 7664.158 8695.5269 2006D "" "" "" +CMFGEN 1.7 42.04000000013184 0.18686434573014027 3972.9429 4003.0999 30.67655648423829 3972.9429 4609.2553 126.05089688059755 4609.2553 5489.8393 11.52436839820638 5293.8189 5519.9963 19.848619659460766 5553.169 5815.5348 137.3352304001649 5815.5348 6457.8786 159.42912894121298 7664.158 8695.5269 2006D "" "" "" +OBSERVED "" 45.0299999998897 1.4242617689817356 3957.8644 4000.0842 302.50220832896025 3957.8644 4618.3024 380.39849843549996 4618.3024 5474.7608 18.994607229487958 5296.8346 5501.9021 81.3028315890514 5553.169 5803.472 228.92836907119676 5803.472 6451.8472 567.2186462914856 7679.2365 8785.9979 2006D "" "" "" +CMFGEN 1.04 45.0299999998897 -0.3143619949735119 3957.8644 4000.0842 99.23540913776533 3957.8644 4618.3024 114.84071996849079 4618.3024 5474.7608 15.472939703029844 5296.8346 5501.9021 47.10399881817478 5553.169 5803.472 93.58632894529042 5803.472 6451.8472 23.543585244419155 7679.2365 8785.9979 2006D "" "" "" +CMFGEN 1.02 45.0299999998897 0.8168955049781892 3957.8644 4000.0842 85.61021087652418 3957.8644 4618.3024 150.53560284496024 4618.3024 5474.7608 -2.5537494127743727 5296.8346 5501.9021 6.411825894565775 5553.169 5803.472 134.89591404057 5803.472 6451.8472 200.72154146692895 7679.2365 8785.9979 2006D "" "" "" +CMFGEN 1.4 45.0299999998897 1.1951102226385364 3957.8644 4000.0842 61.89810110969229 3957.8644 4618.3024 154.87625380217517 4618.3024 5474.7608 -9.366657573350235 5296.8346 5501.9021 -7.311960267030473 5553.169 5803.472 117.42697746669089 5803.472 6451.8472 185.50443994991758 7679.2365 8785.9979 2006D "" "" "" +CMFGEN 1.7 45.0299999998897 0.5147097822638387 3957.8644 4000.0842 80.61678497793221 3957.8644 4618.3024 127.45045392223346 4618.3024 5474.7608 10.596344149835145 5296.8346 5501.9021 33.162401664515144 5553.169 5803.472 116.69430627238418 5803.472 6451.8472 120.98329793411713 7679.2365 8785.9979 2006D "" "" "" +OBSERVED "" 50.96999999983382 3.7776905541152663 3967.3401 4011.7524 302.0576939012579 3967.3401 4627.0886 362.9529661198241 4627.0886 5496.0258 18.58785650607369 5299.7103 5504.3933 94.21180250784192 5551.3803 5823.6472 207.36896325888017 5823.6472 6454.4312 512.0563742288224 7678.0234 8750.9999 2006D "" "" "" +CMFGEN 1.04 50.96999999983382 -0.1824796633436413 3967.3401 4011.7524 137.79062213241656 3967.3401 4627.0886 105.35181724906695 4627.0886 5496.0258 13.076535647024395 5299.7103 5504.3933 85.30449871648995 5551.3803 5823.6472 111.21928319901534 5823.6472 6454.4312 200.8660465192096 7678.0234 8750.9999 2006D "" "" "" +CMFGEN 1.02 50.96999999983382 0.8986807792059632 3967.3401 4011.7524 193.1289589144759 3967.3401 4627.0886 162.9132950275629 4627.0886 5496.0258 2.769050262063472 5299.7103 5504.3933 41.64845410447313 5551.3803 5823.6472 154.1981253639301 5823.6472 6454.4312 345.4509824290244 7678.0234 8750.9999 2006D "" "" "" +CMFGEN 1.4 50.96999999983382 1.2276288230038335 3967.3401 4011.7524 183.9213400202788 3967.3401 4627.0886 193.87186029325161 4627.0886 5496.0258 -1.942789091502375 5299.7103 5504.3933 14.481582741979981 5551.3803 5823.6472 142.18130474703452 5823.6472 6454.4312 317.426355355705 7678.0234 8750.9999 2006D "" "" "" +CMFGEN 1.7 50.96999999983382 0.6812770287273546 3967.3401 4011.7524 132.97874214260167 3967.3401 4627.0886 132.48048040270794 4627.0886 5496.0258 10.583485829277802 5299.7103 5504.3933 73.82664553007437 5551.3803 5823.6472 130.40610835615672 5823.6472 6454.4312 198.20455912739055 7678.0234 8750.9999 2006D "" "" "" +OBSERVED "" 22.029999999889696 "" "" "" "" "" "" 345.868169205716 4624.737 5484.1478 13.118954623570291 5279.9966 5513.7827 65.42380143294267 5550.0031 5849.6444 206.63367336435357 5849.6444 6455.5126 449.8776576266664 7657.3706 8714.3471 2006D "" "" "" +CMFGEN 1.04 22.029999999889696 "" "" "" "" "" "" 130.52718922397264 4624.737 5484.1478 9.716356216882305 5279.9966 5513.7827 -26.508400335130897 5550.0031 5849.6444 81.51418205845499 5849.6444 6455.5126 82.73066811474672 7657.3706 8714.3471 2006D "" "" "" +CMFGEN 1.02 22.029999999889696 "" "" "" "" "" "" 105.10261323394099 4624.737 5484.1478 6.706179094698313 5279.9966 5513.7827 12.833347977426708 5550.0031 5849.6444 74.34336048971741 5849.6444 6455.5126 -335.3293292394676 7657.3706 8714.3471 2006D "" "" "" +CMFGEN 1.4 22.029999999889696 "" "" "" "" "" "" -0.4175552443242623 4624.737 5484.1478 20.17796343881249 5279.9966 5513.7827 -21.534730449817065 5550.0031 5849.6444 60.00836169903936 5849.6444 6455.5126 208.5717016365685 7657.3706 8714.3471 2006D "" "" "" +CMFGEN 1.7 22.029999999889696 "" "" "" "" "" "" 139.97946230650302 4624.737 5484.1478 16.092182387664536 5279.9966 5513.7827 12.658476448024635 5550.0031 5849.6444 113.90592015592527 5849.6444 6455.5126 -37.26832043911294 7657.3706 8714.3471 2006D "" "" "" +OBSERVED "" 22.04000000013184 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 210.7179086600314 5858.4425 6486.4981 448.2273374920428 7662.0032 8689.7304 2006D "" "" "" +CMFGEN 1.04 22.04000000013184 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 51.88845927493652 5858.4425 6486.4981 61.21246047090511 7662.0032 8689.7304 2006D "" "" "" +CMFGEN 1.02 22.04000000013184 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 49.92138538453004 5858.4425 6486.4981 -338.09191911775434 7662.0032 8689.7304 2006D "" "" "" +CMFGEN 1.4 22.04000000013184 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 58.56364504313199 5858.4425 6486.4981 221.53900452079034 7662.0032 8689.7304 2006D "" "" "" +CMFGEN 1.7 22.04000000013184 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 92.10713343363904 5858.4425 6486.4981 -47.566534965648586 7662.0032 8689.7304 2006D "" "" "" +OBSERVED "" -5.9999999999054126 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 95.67921359153277 5939.0486 6389.0991 153.1338893471911 7776.1951 8464.7052 2006D "" "" "" +CMFGEN 1.04 -5.9999999999054126 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 105.66029484056415 5939.0486 6389.0991 125.83360051231918 7776.1951 8464.7052 2006D "" "" "" +CMFGEN 1.02 -5.9999999999054126 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 67.83239877913644 5939.0486 6389.0991 101.29240647517813 7776.1951 8464.7052 2006D "" "" "" +CMFGEN 1.4 -5.9999999999054126 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 11.918009934792563 5939.0486 6389.0991 80.10672630296808 7776.1951 8464.7052 2006D "" "" "" +CMFGEN 1.7 -5.9999999999054126 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 80.95292604110222 5939.0486 6389.0991 165.98771954711185 7776.1951 8464.7052 2006D "" "" "" +OBSERVED "" 59.89000000022497 0.6228397383606338 3972.9429 4003.0999 295.41074273663673 3972.9429 4615.2867 330.63438060701196 4615.2867 5501.9021 14.02393969859568 5299.8503 5501.9021 105.90205076286183 5550.1533 5827.5976 213.11663512747992 5827.5976 6442.8001 568.9617023215558 7552.5772 8722.6682 2006D "" "" "" +CMFGEN 1.04 59.89000000022497 -0.23592159436181415 3972.9429 4003.0999 198.18113270196136 3972.9429 4615.2867 130.04665487556287 4615.2867 5501.9021 10.02018040479438 5299.8503 5501.9021 108.4122814254634 5550.1533 5827.5976 95.37211449543364 5827.5976 6442.8001 333.4133595495743 7552.5772 8722.6682 2006D "" "" "" +CMFGEN 1.02 59.89000000022497 -0.14330631148715167 3972.9429 4003.0999 250.2108794890891 3972.9429 4615.2867 205.9149691353469 4615.2867 5501.9021 -5.2060414881460995 5299.8503 5501.9021 71.26059650695397 5550.1533 5827.5976 182.37199197496528 5827.5976 6442.8001 480.8928540064939 7552.5772 8722.6682 2006D "" "" "" +CMFGEN 1.4 59.89000000022497 0.017804647565955997 3972.9429 4003.0999 266.1500131245104 3972.9429 4615.2867 273.93263038976886 4615.2867 5501.9021 -0.7357732149027053 5299.8503 5501.9021 53.93463304405722 5550.1533 5827.5976 182.58545804273624 5827.5976 6442.8001 463.07559497554826 7552.5772 8722.6682 2006D "" "" "" +CMFGEN 1.7 59.89000000022497 -0.058924200256647935 3972.9429 4003.0999 197.02016022588515 3972.9429 4615.2867 124.78509611543288 4615.2867 5501.9021 9.871585145794898 5299.8503 5501.9021 115.92909253323847 5550.1533 5827.5976 87.79301858330408 5827.5976 6442.8001 322.4345684062653 7552.5772 8722.6682 2006D "" "" "" +OBSERVED "" 92.8599999999642 2.848796696881331 3960.8801 4003.0999 296.20941872176024 3960.8801 4651.4751 287.78907001581337 4651.4751 5317.9445 26.348934670985656 5287.7875 5526.0277 142.918118979442 5553.169 5836.6447 228.13981308889373 5836.6447 6430.7373 788.0541136826681 7682.2522 8840.2805 2006D "" "" "" +CMFGEN 1.04 92.8599999999642 -0.9419555549589209 3960.8801 4003.0999 324.6500507789134 3960.8801 4651.4751 231.42962139061314 4651.4751 5317.9445 31.695575792139962 5287.7875 5526.0277 144.79274017853575 5553.169 5836.6447 111.28504513667411 5836.6447 6430.7373 249.7921187523338 7682.2522 8840.2805 2006D "" "" "" +CMFGEN 1.02 92.8599999999642 -0.9999587432162598 3960.8801 4003.0999 299.9866080824588 3960.8801 4651.4751 283.74951759643375 4651.4751 5317.9445 8.071015971631276 5287.7875 5526.0277 121.2485314161669 5553.169 5836.6447 112.53185777649762 5836.6447 6430.7373 420.0825295470506 7682.2522 8840.2805 2006D "" "" "" +CMFGEN 1.4 92.8599999999642 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53827.20999999996 -2.051800024273283 3979.8773 4037.3629 442.73710684330206 3979.8773 4612.2184 13.27055749498128 4612.2184 5538.0383 136.64342734532767 5295.9939 5586.4472 136.6935780354095 5586.4472 5855.7217 251.7211067044725 5855.7217 6572.7783 142.80582335072864 7767.8726 8811.6892 2006X "" "" "" +CMFGEN 1.02 53827.20999999996 -0.7554814616809907 3979.8773 4037.3629 426.1683100577859 3979.8773 4612.2184 13.575717536859479 4612.2184 5538.0383 118.7129521556565 5295.9939 5586.4472 138.99525715480112 5586.4472 5855.7217 201.65802600878146 5855.7217 6572.7783 378.0511346412476 7767.8726 8811.6892 2006X "" "" "" +CMFGEN 1.4 53827.20999999996 0.6447735318248866 3979.8773 4037.3629 385.35489338924924 3979.8773 4612.2184 19.41939069687568 4612.2184 5538.0383 94.13382118636345 5295.9939 5586.4472 137.07268330892109 5586.4472 5855.7217 166.06617333512597 5855.7217 6572.7783 342.3130664653288 7767.8726 8811.6892 2006X "" "" "" +CMFGEN 1.7 53827.20999999996 -2.0123849923590806 3979.8773 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"" "" "" "" "" "" "" "" 307.1645430944869 5874.2212 6548.1339 465.25391654343684 7687.0463 8765.3066 2006X "" "" "" +OBSERVED "" 53779.35999999987 "" "" "" "" "" "" 318.68551816556567 4504.4084 5478.948 66.00344420718105 5151.8991 5654.0348 6.568073421388805 5654.0348 5809.3004 203.8187576851668 5809.3004 6334.5608 402.6258986312111 7520.5259 8462.0459 2006X "" "" "" +CMFGEN 1.04 53779.35999999987 "" "" "" "" "" "" -4318.5130757817915 4504.4084 5478.948 -4.949674254642218 5151.8991 5654.0348 58.141557367714704 5654.0348 5809.3004 -164.87738532099567 5809.3004 6334.5608 -554.0484300913579 7520.5259 8462.0459 2006X "" "" "" +CMFGEN 1.02 53779.35999999987 "" "" "" "" "" "" -3769.4143907594703 4504.4084 5478.948 -63.9323836394685 5151.8991 5654.0348 59.49490663483634 5654.0348 5809.3004 -134.434988722261 5809.3004 6334.5608 -515.6819487431126 7520.5259 8462.0459 2006X "" "" "" +CMFGEN 1.4 53779.35999999987 "" "" "" "" "" "" -2813.75650118324 4504.4084 5478.948 -68.71057503692612 5151.8991 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53841.16000000015 59.29000255706346 3947.1189 4047.3265 443.03507137986486 3947.1189 4648.5717 434.6038966679935 4648.5717 5548.7967 10.893775229772894 5294.7186 5578.9137 85.63931230896043 5578.9137 5885.0121 229.12723858575634 5885.0121 6566.7519 522.5169912529394 7770.3374 8742.2957 2006X "" "" "" +CMFGEN 1.04 53841.16000000015 -11.809021533244561 3947.1189 4047.3265 474.6880800136095 3947.1189 4648.5717 226.87600107201132 4648.5717 5548.7967 128.7652408299934 5294.7186 5578.9137 136.8700228663167 5578.9137 5885.0121 260.2414164417014 5885.0121 6566.7519 80.63628136918703 7770.3374 8742.2957 2006X "" "" "" +CMFGEN 1.02 53841.16000000015 -11.530556943048673 3947.1189 4047.3265 465.58112047608813 3947.1189 4648.5717 220.85888325558102 4648.5717 5548.7967 112.04615272435363 5294.7186 5578.9137 140.71174350565434 5578.9137 5885.0121 213.75472945335042 5885.0121 6566.7519 264.08230693218616 7770.3374 8742.2957 2006X "" "" "" +CMFGEN 1.4 53841.16000000015 -7.571756830721139 3947.1189 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8837.3423 2006X "" "" "" +CMFGEN 1.02 53879.14000000013 "" "" "" "" "" "" "" "" "" 21.165704639496013 5185.647 5601.4341 73.11170989026516 5601.4341 5947.9233 193.26845174087964 5947.9233 6583.6558 330.00114866403385 7520.6832 8837.3423 2006X "" "" "" +CMFGEN 1.4 53879.14000000013 "" "" "" "" "" "" "" "" "" 13.64893866981717 5185.647 5601.4341 71.8875721064979 5601.4341 5947.9233 149.303712199823 5947.9233 6583.6558 291.58440129761743 7520.6832 8837.3423 2006X "" "" "" +CMFGEN 1.7 53879.14000000013 "" "" "" "" "" "" "" "" "" 0.4005638669611358 5185.647 5601.4341 60.80428173218635 5601.4341 5947.9233 281.668371269819 5947.9233 6583.6558 709.7046484722462 7520.6832 8837.3423 2006X "" "" "" +OBSERVED "" 53848.14000000013 157.02018854968966 3904.2384 4128.1295 517.9027211148425 3904.2384 4657.6017 429.45571737573204 4657.6017 5541.0639 13.486624059538332 5299.0195 5580.3961 99.57758133502502 5580.3961 5873.875 234.3853697608867 5873.875 6527.3949 577.255776551555 7776.9493 8784.4592 2006X "" "" "" +CMFGEN 1.04 53848.14000000013 -125.105303749822 3904.2384 4128.1295 482.8849364814023 3904.2384 4657.6017 244.30971730888666 4657.6017 5541.0639 129.64480907553934 5299.0195 5580.3961 138.95247265753466 5580.3961 5873.875 269.41773943282567 5873.875 6527.3949 142.44843021229485 7776.9493 8784.4592 2006X "" "" "" +CMFGEN 1.02 53848.14000000013 -124.08840191529242 3904.2384 4128.1295 483.66106522760583 3904.2384 4657.6017 241.06820591391624 4657.6017 5541.0639 111.77052244590283 5299.0195 5580.3961 142.62646102479295 5580.3961 5873.875 228.59834626374416 5873.875 6527.3949 323.49248060241064 7776.9493 8784.4592 2006X "" "" "" +CMFGEN 1.4 53848.14000000013 -114.08708515633099 3904.2384 4128.1295 442.5637157675649 3904.2384 4657.6017 228.85000127120384 4657.6017 5541.0639 88.72144206955109 5299.0195 5580.3961 142.3958596375247 5580.3961 5873.875 209.69110688678438 5873.875 6527.3949 282.3549750658736 7776.9493 8784.4592 2006X "" "" "" +CMFGEN 1.7 53848.14000000013 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343.74535636420603 4675.7551 5544.0894 4.667115455125212 5299.0195 5586.4472 94.75304201228043 5586.4472 5879.9261 220.31263055892663 5879.9261 6542.5227 546.5176172878366 7776.9493 8775.3826 2006X "" "" "" +CMFGEN 1.04 53850.189999999944 -0.025581851330723805 3991.9795 4007.1073 467.0009755061676 3991.9795 4675.7551 285.5143958980665 4675.7551 5544.0894 136.14706088492963 5299.0195 5586.4472 129.93847388157974 5586.4472 5879.9261 267.6528444130941 5879.9261 6542.5227 135.1421260160483 7776.9493 8775.3826 2006X "" "" "" +CMFGEN 1.02 53850.189999999944 -0.05747573193349863 3991.9795 4007.1073 453.65121848131594 3991.9795 4675.7551 278.4408067327888 4675.7551 5544.0894 117.5149457048863 5299.0195 5586.4472 133.29584458558375 5586.4472 5879.9261 225.89700407882918 5879.9261 6542.5227 305.66408344042907 7776.9493 8775.3826 2006X "" "" "" +CMFGEN 1.4 53850.189999999944 -0.004739694914377999 3991.9795 4007.1073 414.69445119369254 3991.9795 4675.7551 259.18567866060073 4675.7551 5544.0894 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"" "" "" "" "" "" "" "" "" "" "" 2006X 161.32103267895002 3530.4483 3942.4037 +CMFGEN 1.4 53809.31999999983 -47.2318388496357 3942.4037 4132.6978 317.52685951759474 3942.4037 4586.476 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006X 121.87632748418767 3530.4483 3942.4037 +CMFGEN 1.7 53809.31999999983 -56.38952957655522 3942.4037 4132.6978 422.6927529527692 3942.4037 4586.476 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006X 270.7431345528496 3530.4483 3942.4037 +OBSERVED "" -2.830000000205473 14.5960906104912 3943.8442 4078.4545 90.6778004944024 3943.8442 4503.2248 107.7474612769646 4503.2248 5125.4236 82.93238466636758 5191.2331 5630.9601 12.056702431891017 5630.9601 5885.224 91.81078546612099 5885.224 6315.977 148.45707685778385 7775.7511 8571.4476 2006ax "" "" "" +CMFGEN 1.04 -2.830000000205473 12.229817760778241 3943.8442 4078.4545 -370.7215537691835 3943.8442 4503.2248 232.77377398087003 4503.2248 5125.4236 171.65986579440414 5191.2331 5630.9601 -12.055105630006716 5630.9601 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3919.2581 4603.1763 -115.97570545466448 4603.1763 5533.4209 92.59794251838836 5284.1965 5553.7066 168.11620679287773 5553.7066 5840.6045 198.38076879875211 5840.6045 6541.9104 "" "" "" 2006eq "" "" "" +CMFGEN 1.4 54004.04000000004 -12.683806808793088 3919.2581 4009.0948 360.20073483460374 3919.2581 4603.1763 -101.58466731038715 4603.1763 5533.4209 76.04886558733449 5284.1965 5553.7066 165.64561540459198 5553.7066 5840.6045 172.20399328712776 5840.6045 6541.9104 "" "" "" 2006eq "" "" "" +CMFGEN 1.7 54004.04000000004 -10.307759877456887 3919.2581 4009.0948 443.6617419194577 3919.2581 4603.1763 -177.41087394582007 4603.1763 5533.4209 116.75133274072472 5284.1965 5553.7066 167.01494684525275 5553.7066 5840.6045 253.60676811031885 5840.6045 6541.9104 "" "" "" 2006eq "" "" "" +OBSERVED "" 19.949999999866122 "" "" "" "" "" "" 302.23284701815 4640.9675 5290.728 6.8061685953698134 5290.728 5508.3978 86.35582900633412 5566.8763 5882.0102 162.69851510101415 5882.0102 6424.5603 478.83387418475354 7584.383 8731.2104 2006et "" "" "" +CMFGEN 1.04 19.949999999866122 "" "" "" "" "" "" 4.742011664679325 4640.9675 5290.728 0.7346539661855497 5290.728 5508.3978 -59.01439872150376 5566.8763 5882.0102 -34.59585548889992 5882.0102 6424.5603 -0.8782686617461586 7584.383 8731.2104 2006et "" "" "" +CMFGEN 1.02 19.949999999866122 "" "" "" "" "" "" 173.8676474841484 4640.9675 5290.728 54.96434292809314 5290.728 5508.3978 -34.37571003471814 5566.8763 5882.0102 51.08196508346164 5882.0102 6424.5603 254.9059170516119 7584.383 8731.2104 2006et "" "" "" +CMFGEN 1.4 19.949999999866122 "" "" "" "" "" "" -111.76289912295732 4640.9675 5290.728 42.42481825755584 5290.728 5508.3978 13.736300900528638 5566.8763 5882.0102 31.007934692825575 5882.0102 6424.5603 253.86695809649564 7584.383 8731.2104 2006et "" "" "" +CMFGEN 1.7 19.949999999866122 "" "" "" "" "" "" -28.087115879509376 4640.9675 5290.728 3.1452908585062502 5290.728 5508.3978 -29.959246513865846 5566.8763 5882.0102 32.216268691428795 5882.0102 6424.5603 -153.18574782325976 7584.383 8731.2104 2006et "" "" "" +OBSERVED "" 19.94000000008964 8.564423840820607 3979.9251 4025.1682 312.2894622792759 3979.9251 4627.7242 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006et 122.00464458601037 3687.9014 3979.9251 +CMFGEN 1.04 19.94000000008964 -1.3382048718946093 3979.9251 4025.1682 26.226481207291386 3979.9251 4627.7242 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006et -6.710637752097389 3687.9014 3979.9251 +CMFGEN 1.02 19.94000000008964 0.5783433925368239 3979.9251 4025.1682 -220.56222162177173 3979.9251 4627.7242 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006et -256.1588298349772 3687.9014 3979.9251 +CMFGEN 1.4 19.94000000008964 1.091751534945796 3979.9251 4025.1682 -1121.8317435267063 3979.9251 4627.7242 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006et 30.43266205514704 3687.9014 3979.9251 +CMFGEN 1.7 19.94000000008964 -0.6286682155444514 3979.9251 4025.1682 -11.18601795967443 3979.9251 4627.7242 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006et -64.12978733298928 3687.9014 3979.9251 +OBSERVED "" 25.980000000126893 1.19503050650797 3955.6089 4000.2405 305.9356854227406 3955.6089 4642.9352 358.29510505609096 4642.9352 5443.3282 9.554863918619004 5294.5563 5523.6651 75.57081137720752 5550.444 5871.7914 196.8618574388907 5871.7914 6514.4861 411.7110455313999 7674.9072 8737.1388 2006et "" "" "" +CMFGEN 1.04 25.980000000126893 0.47747190099763015 3955.6089 4000.2405 1.5106238247908585 3955.6089 4642.9352 114.98378475081253 4642.9352 5443.3282 6.563772307862496 5294.5563 5523.6651 -10.994506733726 5550.444 5871.7914 118.97965606524843 5871.7914 6514.4861 79.71857357466718 7674.9072 8737.1388 2006et "" "" "" +CMFGEN 1.02 25.980000000126893 0.49727421522739407 3955.6089 4000.2405 -54.39209967998221 3955.6089 4642.9352 129.39393870506564 4642.9352 5443.3282 14.842412050850918 5294.5563 5523.6651 -6.6251952374604075 5550.444 5871.7914 67.93157080022436 5871.7914 6514.4861 -64.5661938685058 7674.9072 8737.1388 2006et "" "" "" +CMFGEN 1.4 25.980000000126893 0.6972277673864105 3955.6089 4000.2405 -80.22664930484304 3955.6089 4642.9352 110.00837427281458 4642.9352 5443.3282 12.916214166855193 5294.5563 5523.6651 25.222490829900817 5550.444 5871.7914 76.55462823772628 5871.7914 6514.4861 -497.3400082799204 7674.9072 8737.1388 2006et "" "" "" +CMFGEN 1.7 25.980000000126893 0.5385534362686892 3955.6089 4000.2405 -74.53140801097878 3955.6089 4642.9352 123.09068048985169 4642.9352 5443.3282 14.493904458663366 5294.5563 5523.6651 3.0118314140048197 5550.444 5871.7914 105.66064263216263 5871.7914 6514.4861 83.32355674992846 7674.9072 8737.1388 2006et "" "" "" +OBSERVED "" 10.040000000182772 40.44628435771886 3905.0264 4068.6756 219.20569474752128 3905.0264 4541.7703 238.82798515045613 4541.7703 5235.0475 67.1553519255793 5235.0475 5604.0019 38.983622660086354 5604.0019 5865.8405 104.49078234447984 5865.8405 6291.3282 288.1368976046415 7853.4335 8389.0125 2006et "" "" "" +CMFGEN 1.04 10.040000000182772 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62.32020579458792 3905.0264 4541.7703 426.62001805196235 4541.7703 5235.0475 25.005358355557675 5235.0475 5604.0019 -36.17906992183303 5604.0019 5865.8405 99.21590873394149 5865.8405 6291.3282 89.00771927098671 7853.4335 8389.0125 2006et "" "" "" +OBSERVED "" 11.00000000014552 30.880805066304287 3919.9036 4083.5528 222.70458117104903 3919.9036 4568.5493 253.3894685336408 4568.5493 5229.0966 47.73909769970996 5229.0966 5547.4686 46.800072793246215 5556.3949 5880.7177 114.03639974116595 5880.7177 6332.9844 401.9829405001092 7820.7037 8796.6476 2006et "" "" "" +CMFGEN 1.04 11.00000000014552 23.13745718676168 3919.9036 4083.5528 -628.3826028447834 3919.9036 4568.5493 234.92561049310473 4568.5493 5229.0966 141.75418426904758 5229.0966 5547.4686 -66.02919777384255 5556.3949 5880.7177 99.59616576414896 5880.7177 6332.9844 37.35760922877125 7820.7037 8796.6476 2006et "" "" "" +CMFGEN 1.02 11.00000000014552 32.49666683649697 3919.9036 4083.5528 -731.1337099775435 3919.9036 4568.5493 132.7088931030935 4568.5493 5229.0966 149.3407173253822 5229.0966 5547.4686 -67.41754064203447 5556.3949 5880.7177 76.2488411688474 5880.7177 6332.9844 49.52000613820358 7820.7037 8796.6476 2006et "" "" "" +CMFGEN 1.4 11.00000000014552 36.14516825365524 3919.9036 4083.5528 -780.3746882065037 3919.9036 4568.5493 13.776777874476224 4568.5493 5229.0966 105.68708051924611 5229.0966 5547.4686 -0.6766246815801411 5556.3949 5880.7177 14.314371848203225 5880.7177 6332.9844 -39.714759253749634 7820.7037 8796.6476 2006et "" "" "" +CMFGEN 1.7 11.00000000014552 24.918362763034086 3919.9036 4083.5528 -179.34249024720307 3919.9036 4568.5493 385.40303127461004 4568.5493 5229.0966 -18.88461221094965 5229.0966 5547.4686 -108.1068917084357 5556.3949 5880.7177 104.82168019491104 5880.7177 6332.9844 50.22735695317864 7820.7037 8796.6476 2006et "" "" "" +OBSERVED "" 76.96000000010827 9.433113064398192 3999.81836052813 4140.68492845902 45.14973716553162 4140.68492845902 4620.23069162802 61.17221990455559 4620.23069162802 5549.35060776794 8.185697503718885 5297.58908210422 5558.34209082736 25.69520520137677 5558.34209082736 5935.98437932294 261.3020197027854 5935.98437932294 6568.38535450205 "" "" "" 2006et "" "" "" +CMFGEN 1.04 76.96000000010827 20.118553051149018 3999.81836052813 4140.68492845902 128.3825856617052 4140.68492845902 4620.23069162802 203.77934167289789 4620.23069162802 5549.35060776794 33.79724896598547 5297.58908210422 5558.34209082736 71.3194976590234 5558.34209082736 5935.98437932294 156.97217009619285 5935.98437932294 6568.38535450205 "" "" "" 2006et "" "" "" +CMFGEN 1.02 76.96000000010827 20.834026681643163 3999.81836052813 4140.68492845902 139.9317011341857 4140.68492845902 4620.23069162802 234.7291127652914 4620.23069162802 5549.35060776794 0.5790896977149537 5297.58908210422 5558.34209082736 51.60758164033447 5558.34209082736 5935.98437932294 84.34611013343813 5935.98437932294 6568.38535450205 "" "" "" 2006et "" "" "" +CMFGEN 1.4 76.96000000010827 16.815834963083457 3999.81836052813 4140.68492845902 153.00353019294985 4140.68492845902 4620.23069162802 287.10934511769176 4620.23069162802 5549.35060776794 -4.831985799117316 5297.58908210422 5558.34209082736 47.14107199482418 5558.34209082736 5935.98437932294 86.33389163491087 5935.98437932294 6568.38535450205 "" "" "" 2006et "" "" "" +CMFGEN 1.7 76.96000000010827 20.934140498401984 3999.81836052813 4140.68492845902 137.53431290687683 4140.68492845902 4620.23069162802 146.0740760868511 4620.23069162802 5549.35060776794 46.402512204987595 5297.58908210422 5558.34209082736 101.85242632747217 5558.34209082736 5935.98437932294 211.19358756591384 5935.98437932294 6568.38535450205 "" "" "" 2006et "" "" "" +OBSERVED "" 19.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 174.00501626636105 5879.644 6529.1387 438.73937144375964 7612.7344 8789.1151 2006et "" "" "" +CMFGEN 1.04 19.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" -120.64718154349767 5879.644 6529.1387 67.11497342809832 7612.7344 8789.1151 2006et "" "" "" +CMFGEN 1.02 19.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 50.505549214528585 5879.644 6529.1387 234.32494294329706 7612.7344 8789.1151 2006et "" "" "" +CMFGEN 1.4 19.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 75.98545448523699 5879.644 6529.1387 195.88719891714567 7612.7344 8789.1151 2006et "" "" "" +CMFGEN 1.7 19.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" -9.249351077514618 5879.644 6529.1387 -137.7377615173487 7612.7344 8789.1151 2006et "" "" "" +OBSERVED "" 54005.04000000004 7.66741345028955 3954.0319 4022.0305 288.6570402684413 3954.0319 4592.6276 288.3873143601819 4592.6276 5278.5266 -0.5842847223103608 5278.5266 5503.2177 80.9689706767266 5559.3904 5878.6883 162.4217323011636 5878.6883 6410.8513 386.7587987736972 7690.9991 8681.4137 2006ev "" "" "" +CMFGEN 1.04 54005.04000000004 -3.439439195205607 3954.0319 4022.0305 417.17098101000374 3954.0319 4592.6276 -15.724733948462983 4592.6276 5278.5266 53.40981121816296 5278.5266 5503.2177 158.99386108776875 5559.3904 5878.6883 144.2240751686302 5878.6883 6410.8513 -100.18145602967897 7690.9991 8681.4137 2006ev "" "" "" +CMFGEN 1.02 54005.04000000004 -4.4201560758029785 3954.0319 4022.0305 392.9612447281437 3954.0319 4592.6276 17.71628624964586 4592.6276 5278.5266 56.49702120712658 5278.5266 5503.2177 163.66475577179412 5559.3904 5878.6883 123.86730860736492 5878.6883 6410.8513 304.2860276526603 7690.9991 8681.4137 2006ev "" "" "" +CMFGEN 1.4 54005.04000000004 -2.33239426971405 3954.0319 4022.0305 341.979850989695 3954.0319 4592.6276 35.55679311207045 4592.6276 5278.5266 50.68802098256854 5278.5266 5503.2177 164.28711079274458 5559.3904 5878.6883 124.79763104473031 5878.6883 6410.8513 331.005929507583 7690.9991 8681.4137 2006ev "" "" "" +CMFGEN 1.7 54005.04000000004 -3.8750822282684485 3954.0319 4022.0305 438.6699832713572 3954.0319 4592.6276 -31.40965420617036 4592.6276 5278.5266 60.89508661736003 5278.5266 5503.2177 170.93260310190058 5559.3904 5878.6883 169.37491004004406 5878.6883 6410.8513 156.0045688623639 7690.9991 8681.4137 2006ev "" "" "" +OBSERVED "" 54019.049999999814 7.723752492496288 3951.0754 4033.8563 252.64365955750708 3951.0754 4598.5405 407.08397917597523 4598.5405 5547.5646 34.09616584184823 5296.2654 5547.5646 50.185467450539896 5550.5211 5834.3414 254.00140129197948 5834.3414 6567.5438 450.75347743189536 7776.7365 8642.9797 2006ev "" "" "" +CMFGEN 1.04 54019.049999999814 -6.5079022246240985 3951.0754 4033.8563 427.7330761284914 3951.0754 4598.5405 -184.59366930930355 4598.5405 5547.5646 96.5611935143812 5296.2654 5547.5646 166.40004969554997 5550.5211 5834.3414 224.98058332316435 5834.3414 6567.5438 -68.44445630154448 7776.7365 8642.9797 2006ev "" "" "" +CMFGEN 1.02 54019.049999999814 -6.693776006426106 3951.0754 4033.8563 406.05579192175446 3951.0754 4598.5405 -200.55056841154266 4598.5405 5547.5646 85.18665340461567 5296.2654 5547.5646 167.65798075550256 5550.5211 5834.3414 164.64290718785355 5834.3414 6567.5438 246.45086124422886 7776.7365 8642.9797 2006ev "" "" "" +CMFGEN 1.4 54019.049999999814 -3.7654751229634145 3951.0754 4033.8563 357.1937767220577 3951.0754 4598.5405 -194.42911639448 4598.5405 5547.5646 69.72267175201992 5296.2654 5547.5646 164.5750702352659 5550.5211 5834.3414 123.75875716916718 5834.3414 6567.5438 266.28436416702505 7776.7365 8642.9797 2006ev "" "" "" +CMFGEN 1.7 54019.049999999814 -7.184051875846138 3951.0754 4033.8563 447.22851026292955 3951.0754 4598.5405 -244.55769957214247 4598.5405 5547.5646 113.64419617360666 5296.2654 5547.5646 166.20537482355635 5550.5211 5834.3414 236.09746357749003 5834.3414 6567.5438 273.212437098039 7776.7365 8642.9797 2006ev "" "" "" +OBSERVED "" 54013.029999999795 162.2351767667492 3952.8388 4094.8744 341.7686164018027 4094.8744 4466.1039 449.5052653919536 4656.5607 5373.195 62.06904279376592 5276.3525 5512.0025 111.35939816000007 5563.6518 5909.0566 218.34160295635607 5909.0566 6483.6553 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104.82945298210998 7850.5935 8598.8548 2006gj "" "" "" +OBSERVED "" 5.2800000000570435 27.154179389703753 3949.5789 4091.5415 209.47877150791993 3949.5789 4570.6654 199.9307035563558 4570.6654 5242.0303 79.17930388272927 5242.0303 5632.4275 45.67274022900323 5632.4275 5922.2679 130.36206831277428 5922.2679 6389.5615 299.73315959862043 7856.5086 8643.2182 2006gj "" "" "" +CMFGEN 1.04 5.2800000000570435 10.62111498301639 3949.5789 4091.5415 -617.0509473000766 3949.5789 4570.6654 203.39023729994813 4570.6654 5242.0303 122.5105148159254 5242.0303 5632.4275 -7.176992177499511 5632.4275 5922.2679 114.89978805203945 5922.2679 6389.5615 65.02631333064916 7856.5086 8643.2182 2006gj "" "" "" +CMFGEN 1.02 5.2800000000570435 20.232103083812326 3949.5789 4091.5415 -741.7423766055249 3949.5789 4570.6654 118.16641667845504 4570.6654 5242.0303 154.886076604911 5242.0303 5632.4275 11.669672314962604 5632.4275 5922.2679 76.06661943525049 5922.2679 6389.5615 67.30209122332684 7856.5086 8643.2182 2006gj "" "" "" +CMFGEN 1.4 5.2800000000570435 24.689083340738126 3949.5789 4091.5415 -804.8670808824639 3949.5789 4570.6654 -0.11107955032463224 4570.6654 5242.0303 73.71860824496142 5242.0303 5632.4275 25.262999280876887 5632.4275 5922.2679 14.501383554572596 5922.2679 6389.5615 3.544486727775528 7856.5086 8643.2182 2006gj "" "" "" +CMFGEN 1.7 5.2800000000570435 17.00285660162143 3949.5789 4091.5415 -228.38736970179792 3949.5789 4570.6654 391.6479498338603 4570.6654 5242.0303 23.798644044428606 5242.0303 5632.4275 -22.078016314650203 5632.4275 5922.2679 91.73510163232322 5922.2679 6389.5615 95.77878528549081 7856.5086 8643.2182 2006gj "" "" "" +OBSERVED "" 6.2800000000570435 23.573809475724627 3952.5365 4082.6689 225.87320182694046 3952.5365 4626.8589 204.9091071005875 4626.8589 5250.903 57.93088088968759 5250.903 5582.1491 48.07618047680175 5582.1491 5910.4376 130.8035188744 5910.4376 6386.6039 255.38170624485892 7874.2539 8660.9635 2006gj "" "" "" +CMFGEN 1.04 6.2800000000570435 9.410303822307855 3952.5365 4082.6689 -816.1132932099622 3952.5365 4626.8589 144.96701102483564 4626.8589 5250.903 125.58252643945795 5250.903 5582.1491 -39.30153528018921 5582.1491 5910.4376 119.39478860183277 5910.4376 6386.6039 47.92161251809922 7874.2539 8660.9635 2006gj "" "" "" +CMFGEN 1.02 6.2800000000570435 17.066311082149074 3952.5365 4082.6689 -1047.5581142922751 3952.5365 4626.8589 52.242427284032146 4626.8589 5250.903 153.28815287990454 5250.903 5582.1491 -24.68395047479291 5582.1491 5910.4376 80.66466695687913 5910.4376 6386.6039 57.76762190563318 7874.2539 8660.9635 2006gj "" "" "" +CMFGEN 1.4 6.2800000000570435 20.32775870226247 3952.5365 4082.6689 -1129.4840415916663 3952.5365 4626.8589 -69.41477980766766 4626.8589 5250.903 111.41666781202886 5250.903 5582.1491 30.424023093395206 5582.1491 5910.4376 15.932458206677289 5910.4376 6386.6039 -10.276827182890495 7874.2539 8660.9635 2006gj "" "" "" +CMFGEN 1.7 6.2800000000570435 13.820044862275848 3952.5365 4082.6689 -650.8012618435389 3952.5365 4626.8589 343.2766617333487 4626.8589 5250.903 12.17877634905127 5250.903 5582.1491 -74.53921872484428 5582.1491 5910.4376 100.98398169538552 5910.4376 6386.6039 75.53472753609633 7874.2539 8660.9635 2006gj "" "" "" +OBSERVED "" 13.2699999998149 49.13136783371246 3918.7784 4009.1982 455.9142412666256 3918.7784 4609.8435 368.56775987696045 4609.8435 5462.3723 18.832194720850634 5278.3036 5504.3529 108.46997733422091 5565.7092 5914.471 200.78460084273678 5914.471 6476.365 513.7186183266656 7642.1336 8672.2726 2006gj "" "" "" +CMFGEN 1.04 13.2699999998149 7.979719666498263 3918.7784 4009.1982 -778.825970936535 3918.7784 4609.8435 539.8645978985901 4609.8435 5462.3723 82.74173699228541 5278.3036 5504.3529 -57.08288841133814 5565.7092 5914.471 147.24061640010441 5914.471 6476.365 285.35995311385955 7642.1336 8672.2726 2006gj "" "" "" +CMFGEN 1.02 13.2699999998149 7.336291624326938 3918.7784 4009.1982 -960.7069008013978 3918.7784 4609.8435 439.5338928372312 4609.8435 5462.3723 69.91818771265291 5278.3036 5504.3529 -49.89330863401536 5565.7092 5914.471 105.16157963302811 5914.471 6476.365 271.14109606030405 7642.1336 8672.2726 2006gj "" "" "" +CMFGEN 1.4 13.2699999998149 6.696522998638588 3918.7784 4009.1982 -1020.9465062962054 3918.7784 4609.8435 460.18133117377135 4609.8435 5462.3723 51.77291089835873 5278.3036 5504.3529 16.574952643325517 5565.7092 5914.471 45.06824245815352 5914.471 6476.365 189.14468071269135 7642.1336 8672.2726 2006gj "" "" "" +CMFGEN 1.7 13.2699999998149 4.372237787857384 3918.7784 4009.1982 -492.77690269810586 3918.7784 4609.8435 317.18254015882553 4609.8435 5462.3723 -53.03716671162776 5278.3036 5504.3529 -105.14176855430041 5565.7092 5914.471 104.3386225707443 5914.471 6476.365 404.92141055846076 7642.1336 8672.2726 2006gj "" "" "" +OBSERVED "" 15.210000000202854 49.67409015025064 3948.6459 4044.7115 443.22714197120473 3948.6459 4629.8382 437.50945673718564 4629.8382 5511.8949 42.32322869895121 5284.8308 5511.8949 104.94760865366113 5552.65 5904.8904 208.8439719862178 5904.8904 6463.8175 "" "" "" 2006gt "" "" "" +CMFGEN 1.04 15.210000000202854 7.509247150486528 3948.6459 4044.7115 -842.8172233562768 3948.6459 4629.8382 651.384206825299 4629.8382 5511.8949 82.44055774334261 5284.8308 5511.8949 -73.53763265926848 5552.65 5904.8904 148.74460658521127 5904.8904 6463.8175 "" "" "" 2006gt "" "" "" +CMFGEN 1.02 15.210000000202854 8.921913590972562 3948.6459 4044.7115 -1078.4488618664209 3948.6459 4629.8382 559.2709693542602 4629.8382 5511.8949 71.77194785915367 5284.8308 5511.8949 -79.96091865019149 5552.65 5904.8904 107.75500120973805 5904.8904 6463.8175 "" "" "" 2006gt "" "" "" +CMFGEN 1.4 15.210000000202854 9.173599590615293 3948.6459 4044.7115 -1156.910495374143 3948.6459 4629.8382 500.6532616807416 4629.8382 5511.8949 46.76303049051762 5284.8308 5511.8949 -5.095333114781155 5552.65 5904.8904 41.68931211045914 5904.8904 6463.8175 "" "" "" 2006gt "" "" "" +CMFGEN 1.7 15.210000000202854 5.801162207373889 3948.6459 4044.7115 -674.0248027139323 3948.6459 4629.8382 336.9270215332505 4629.8382 5511.8949 -39.279038538464555 5284.8308 5511.8949 -130.22396881702454 5552.65 5904.8904 111.5583993454657 5904.8904 6463.8175 "" "" "" 2006gt "" "" "" +OBSERVED "" 18.179999999942083 6.845889366787245 3977.7567 4024.3339 299.6353262308845 3977.7567 4583.2609 391.10186454329704 4583.2609 5474.0509 23.818763624923456 5299.3862 5535.1835 62.294708885730245 5555.5611 5881.6018 203.33204207052103 5881.6018 6501.6615 "" "" "" 2006gt "" "" "" +CMFGEN 1.04 18.179999999942083 -0.5943530389176561 3977.7567 4024.3339 -16.314767636491933 3977.7567 4583.2609 152.20980035803214 4583.2609 5474.0509 -34.14275339019669 5299.3862 5535.1835 -75.75947897615433 5555.5611 5881.6018 -88.17232386327488 5881.6018 6501.6615 "" "" "" 2006gt "" "" "" +CMFGEN 1.02 18.179999999942083 1.1455505293843697 3977.7567 4024.3339 -797.5715926581559 3977.7567 4583.2609 497.0668421812831 4583.2609 5474.0509 81.88659333894402 5299.3862 5535.1835 -69.60432364938939 5555.5611 5881.6018 131.21061739010665 5881.6018 6501.6615 "" "" "" 2006gt "" "" "" +CMFGEN 1.4 18.179999999942083 1.156120516403686 3977.7567 4024.3339 -886.2428048568347 3977.7567 4583.2609 501.6986215202646 4583.2609 5474.0509 39.495835598034674 5299.3862 5535.1835 -2.108041100388963 5555.5611 5881.6018 63.165102559234285 5881.6018 6501.6615 "" "" "" 2006gt "" "" "" +CMFGEN 1.7 18.179999999942083 0.4756269443426888 3977.7567 4024.3339 93.18360143297744 3977.7567 4583.2609 21.045976578369817 4583.2609 5474.0509 1.6029375632019456 5299.3862 5535.1835 -34.64576368755711 5555.5611 5881.6018 27.16225587439527 5881.6018 6501.6615 "" "" "" 2006gt "" "" "" +OBSERVED "" 0.23999999999796273 28.7665816751492 3916.624 4070.9112 203.6802975181319 3916.624 4559.9723 139.31288152510416 4559.9723 5145.099 81.84964131872103 5249.8978 5578.8497 61.955702699238756 5578.8497 5919.4458 131.59486995837298 5919.4458 6388.1294 "" "" "" 2006gt "" "" "" +CMFGEN 1.04 0.23999999999796273 23.319407603530568 3916.624 4070.9112 -591.1952222465909 3916.624 4559.9723 197.82178202829564 4559.9723 5145.099 126.18076332715829 5249.8978 5578.8497 -41.74053678964579 5578.8497 5919.4458 115.78456417199209 5919.4458 6388.1294 "" "" "" 2006gt "" "" "" +CMFGEN 1.02 0.23999999999796273 29.778861007153896 3916.624 4070.9112 -672.2617523240617 3916.624 4559.9723 225.13562946854188 4559.9723 5145.099 152.75417598278858 5249.8978 5578.8497 -27.837468321215717 5578.8497 5919.4458 76.50530679632196 5919.4458 6388.1294 "" "" "" 2006gt "" "" "" +CMFGEN 1.4 0.23999999999796273 31.73431499204278 3916.624 4070.9112 -716.5450788227934 3916.624 4559.9723 129.38252641975564 4559.9723 5145.099 111.10519390674756 5249.8978 5578.8497 30.143776005384932 5578.8497 5919.4458 14.538651578831805 5919.4458 6388.1294 "" "" "" 2006gt "" "" "" +CMFGEN 1.7 0.23999999999796273 21.042159208595262 3916.624 4070.9112 -96.70001977932537 3916.624 4559.9723 239.5936288151912 4559.9723 5145.099 10.023528925569948 5249.8978 5578.8497 -80.52545751312338 5578.8497 5919.4458 93.91336827049349 5919.4458 6388.1294 "" "" "" 2006gt "" "" "" +OBSERVED "" 2.090000000091095 23.200452238873698 3919.5351 4062.178 218.0975975505849 3919.5351 4559.9723 138.22248490884687 4559.9723 5136.3658 89.43400798672424 5246.9868 5593.4051 66.67122826630212 5593.4051 5907.8015 133.0491336325779 5907.8015 6391.0405 "" "" "" 2006gt "" "" "" +CMFGEN 1.04 2.090000000091095 20.58329947531808 3919.5351 4062.178 -592.007475083696 3919.5351 4559.9723 194.4049998846887 4559.9723 5136.3658 127.93124463126664 5246.9868 5593.4051 -29.880267189936 5593.4051 5907.8015 122.73044238919618 5907.8015 6391.0405 "" "" "" 2006gt "" "" "" +CMFGEN 1.02 2.090000000091095 24.966736326553043 3919.5351 4062.178 -674.8678093862748 3919.5351 4559.9723 226.76057890515116 4559.9723 5136.3658 158.0845572795622 5246.9868 5593.4051 -12.20400008662244 5593.4051 5907.8015 83.68314885839058 5907.8015 6391.0405 "" "" "" 2006gt "" "" "" +CMFGEN 1.4 2.090000000091095 26.197156034638404 3919.5351 4062.178 -719.8825689645485 3919.5351 4559.9723 133.35639218828354 4559.9723 5136.3658 109.26440535862447 5246.9868 5593.4051 31.693892800093632 5593.4051 5907.8015 16.354666206056432 5907.8015 6391.0405 "" "" "" 2006gt "" "" "" +CMFGEN 1.7 2.090000000091095 17.33536629975448 3919.5351 4062.178 -100.1103965662078 3919.5351 4559.9723 230.91221112806988 4559.9723 5136.3658 18.275657881350895 5246.9868 5593.4051 -56.42241862553204 5593.4051 5907.8015 101.87156300278141 5907.8015 6391.0405 "" "" "" 2006gt "" "" "" +OBSERVED "" 3.079999999848951 24.490668437244896 3948.6459 4073.8223 219.89668169857853 3948.6459 4571.6166 166.9369928854984 4571.6166 5252.8089 80.08953506953047 5252.8089 5596.3161 59.62083512728358 5596.3161 5913.6237 126.25322380875907 5913.6237 6335.73 "" "" "" 2006gt "" "" "" +CMFGEN 1.04 3.079999999848951 10.258957821787032 3948.6459 4073.8223 -628.1873580547572 3948.6459 4571.6166 185.78320472949198 4571.6166 5252.8089 121.42183853770764 5252.8089 5596.3161 -27.41597005643962 5596.3161 5913.6237 88.80618004429724 5913.6237 6335.73 "" "" "" 2006gt "" "" "" +CMFGEN 1.02 3.079999999848951 16.427530528616405 3948.6459 4073.8223 -756.1009131783696 3948.6459 4571.6166 103.4359269829536 4571.6166 5252.8089 153.08620485215855 5252.8089 5596.3161 -8.879408999321237 5596.3161 5913.6237 61.919694644447695 5913.6237 6335.73 "" "" "" 2006gt "" "" "" +CMFGEN 1.4 3.079999999848951 18.775300613975702 3948.6459 4073.8223 -819.4546191206083 3948.6459 4571.6166 -14.47439877951281 4571.6166 5252.8089 101.68732668795677 5252.8089 5596.3161 32.635488618107466 5596.3161 5913.6237 9.98541585138122 5913.6237 6335.73 "" "" "" 2006gt "" "" "" +CMFGEN 1.7 3.079999999848951 12.277299809346797 3948.6459 4073.8223 -240.84668827957003 3948.6459 4571.6166 397.75475483703576 4571.6166 5252.8089 19.079286066552818 5252.8089 5596.3161 -52.77039859756443 5596.3161 5913.6237 82.04015648517168 5913.6237 6335.73 "" "" "" 2006gt "" "" "" +OBSERVED "" 54016.47999999998 6.363542375392384 3958.38661707351 4000.64087662033 306.2539820386313 3958.38661707351 4601.25499446439 329.62436223013935 4601.25499446439 5446.34018540075 6.484847808527194 5295.43211559069 5506.70341332478 88.28767467601901 5554.993995664 5890.00991064234 194.80537731347212 5890.00991064234 6484.587705694 "" "" "" 2006hb "" "" "" +CMFGEN 1.04 54016.47999999998 -0.8563784968054841 3958.38661707351 4000.64087662033 430.65307382765894 3958.38661707351 4601.25499446439 -220.66349210344245 4601.25499446439 5446.34018540075 60.73229322375388 5295.43211559069 5506.70341332478 159.68330729712923 5554.993995664 5890.00991064234 249.12851252396615 5890.00991064234 6484.587705694 "" "" "" 2006hb "" "" "" +CMFGEN 1.02 54016.47999999998 -1.4365725225818442 3958.38661707351 4000.64087662033 410.0344853939783 3958.38661707351 4601.25499446439 -202.80207203433469 4601.25499446439 5446.34018540075 58.90413293754445 5295.43211559069 5506.70341332478 164.70686137884402 5554.993995664 5890.00991064234 214.12749096248544 5890.00991064234 6484.587705694 "" "" "" 2006hb "" "" "" +CMFGEN 1.4 54016.47999999998 -1.5104038663295247 3958.38661707351 4000.64087662033 363.73597930190016 3958.38661707351 4601.25499446439 -163.3513590542031 4601.25499446439 5446.34018540075 51.608141911310526 5295.43211559069 5506.70341332478 166.14035132073982 5554.993995664 5890.00991064234 199.5110795450719 5890.00991064234 6484.587705694 "" "" "" 2006hb "" "" "" +CMFGEN 1.7 54016.47999999998 -0.8653949754779013 3958.38661707351 4000.64087662033 450.75173266402373 3958.38661707351 4601.25499446439 -309.9742102331867 4601.25499446439 5446.34018540075 72.51632590720386 5295.43211559069 5506.70341332478 171.78350638045765 5554.993995664 5890.00991064234 272.84762554112245 5890.00991064234 6484.587705694 "" "" "" 2006hb "" "" "" +OBSERVED "" 54013.33999999985 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 160.99959690480154 5899.1677 6472.9654 362.85451714802764 7787.3624 8724.7876 2006hb "" "" "" +CMFGEN 1.04 54013.33999999985 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 234.6478334594799 5899.1677 6472.9654 97.50917975045718 7787.3624 8724.7876 2006hb "" "" "" +CMFGEN 1.02 54013.33999999985 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 199.38998536936498 5899.1677 6472.9654 268.9554344861807 7787.3624 8724.7876 2006hb "" "" "" +CMFGEN 1.4 54013.33999999985 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 185.24050374407324 5899.1677 6472.9654 266.42825624363184 7787.3624 8724.7876 2006hb "" "" "" +CMFGEN 1.7 54013.33999999985 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 262.4792817064059 5899.1677 6472.9654 446.2637242597061 7787.3624 8724.7876 2006hb "" "" "" +OBSERVED "" 54018.330000000075 4.760343376424599 3970.2281 4018.1553 276.66302966614853 3970.2281 4620.2403 340.5364555545149 4620.2403 5461.9613 12.843232764722872 5294.2162 5500.9021 70.44470746296501 5554.8202 5872.3377 196.28681288101734 5872.3377 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5566.32267932507 5860.66642445887 49.303376589846444 5860.66642445887 6241.23207473287 "" "" "" 2006is "" "" "" +OBSERVED "" 54021.37000000011 47.23176069383838 3920.3887 4132.7128 218.41394815505362 3920.3887 4572.1058 270.80702636286276 4572.1058 5203.1802 16.188764367678655 5203.1802 5503.9726 64.54229879160093 5560.0026 5881.4377 100.98320948833363 5881.4377 6244.158 505.9319924127126 7559.3878 8753.7109 2006is "" "" "" +CMFGEN 1.04 54021.37000000011 -86.5455410145937 3920.3887 4132.7128 361.7403926189246 3920.3887 4572.1058 -212.16575118759397 4572.1058 5203.1802 -27.51183583929433 5203.1802 5503.9726 157.43613794851382 5560.0026 5881.4377 53.83020822976582 5881.4377 6244.158 30.13353800231198 7559.3878 8753.7109 2006is "" "" "" +CMFGEN 1.02 54021.37000000011 -86.44846518680646 3920.3887 4132.7128 323.295023048757 3920.3887 4572.1058 -144.85821983102602 4572.1058 5203.1802 -7.869238444678135 5203.1802 5503.9726 162.16741742471294 5560.0026 5881.4377 86.0161850516802 5881.4377 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277.3686897645788 5853.5665 6530.1206 484.52950632728755 7758.4275 8753.5533 2006is "" "" "" +OBSERVED "" 54042.25999999978 23.640843657259396 3915.4078 4008.6086 290.5182980941846 3915.4078 4599.9517 405.65511471048603 4599.9517 5531.9599 28.201514389051113 5287.7095 5531.9599 76.95116544146508 5557.6705 5895.1217 217.5604566801896 5895.1217 6486.4648 418.8759909427851 7749.4965 8524.0274 2006is "" "" "" +CMFGEN 1.04 54042.25999999978 -8.266690200837143 3915.4078 4008.6086 423.18687509926536 3915.4078 4599.9517 -161.42113117344195 4599.9517 5531.9599 82.4731613362934 5287.7095 5531.9599 155.62685672893 5557.6705 5895.1217 251.3858874268668 5895.1217 6486.4648 -238.61996941136178 7749.4965 8524.0274 2006is "" "" "" +CMFGEN 1.02 54042.25999999978 -12.318113846374407 3915.4078 4008.6086 404.04935663777593 3915.4078 4599.9517 -161.2369120035852 4599.9517 5531.9599 77.35405362278831 5287.7095 5531.9599 160.5640823426095 5557.6705 5895.1217 215.845877475282 5895.1217 6486.4648 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54048.39999999991 -10.63413437075647 3929.40261292374 4015.60699868015 470.4271436245766 3929.40261292374 4648.76334923585 188.9563341459061 4648.76334923585 5516.75233685211 106.0799766891263 5258.13917958288 5573.23107234769 139.15512480528275 5573.23107234769 5822.92653453867 134.83217125263508 5822.92653453867 6548.23240090295 "" "" "" 2006is "" "" "" +CMFGEN 1.4 54048.39999999991 -10.277376555314053 3929.40261292374 4015.60699868015 429.4259990171497 3929.40261292374 4648.76334923585 191.11093284885405 4648.76334923585 5516.75233685211 87.93959776171725 5258.13917958288 5573.23107234769 134.82469459267648 5573.23107234769 5822.92653453867 100.02203757929452 5822.92653453867 6548.23240090295 "" "" "" 2006is "" "" "" +CMFGEN 1.7 54048.39999999991 -9.376643335225042 3929.40261292374 4015.60699868015 499.9036156047301 3929.40261292374 4648.76334923585 198.29154780455622 4648.76334923585 5516.75233685211 128.8129982242868 5258.13917958288 5573.23107234769 139.02038539523704 5573.23107234769 5822.92653453867 201.25412171549672 5822.92653453867 6548.23240090295 "" "" "" 2006is "" "" "" +OBSERVED "" 54055.299999999814 5.661626188343893 3941.0314 4008.8571 289.97453449817226 3941.0314 4622.2378 363.7407701795162 4622.2378 5548.2068 13.599545549346567 5282.8017 5548.2068 73.89178418690838 5551.1558 5848.9993 234.82269977967192 5848.9993 6530.2058 493.2259936863265 7768.763 8736.0172 2006is "" "" "" +CMFGEN 1.04 54055.299999999814 -3.2763019464539416 3941.0314 4008.8571 459.7928881077143 3941.0314 4622.2378 105.52785438099883 4622.2378 5548.2068 96.57334464446865 5282.8017 5548.2068 169.8719221615591 5551.1558 5848.9993 260.3650209172923 5848.9993 6530.2058 66.369420646539 7768.763 8736.0172 2006is "" "" "" +CMFGEN 1.02 54055.299999999814 -5.597144400482372 3941.0314 4008.8571 449.12863445402576 3941.0314 4622.2378 103.65608371906765 4622.2378 5548.2068 88.60193133094982 5282.8017 5548.2068 172.83903001384735 5551.1558 5848.9993 215.35866853558844 5848.9993 6530.2058 261.25364793162953 7768.763 8736.0172 2006is "" "" "" +CMFGEN 1.4 54055.299999999814 -6.12375496486835 3941.0314 4008.8571 408.33158030695836 3941.0314 4622.2378 100.1066146320582 4622.2378 5548.2068 73.47075760555677 5282.8017 5548.2068 171.16562539405678 5551.1558 5848.9993 193.3734487417637 5848.9993 6530.2058 261.082839891995 7768.763 8736.0172 2006is "" "" "" +CMFGEN 1.7 54055.299999999814 -4.660013263830938 3941.0314 4008.8571 477.1968810134922 3941.0314 4622.2378 89.53406022325238 4622.2378 5548.2068 110.27905489648764 5282.8017 5548.2068 173.6490069965473 5551.1558 5848.9993 268.23117169752226 5848.9993 6530.2058 449.8977459963769 7768.763 8736.0172 2006is "" "" "" +OBSERVED "" 54009.33999999985 "" "" "" "" "" "" 137.01556156143485 4513.4179 5126.0931 88.22157794003073 5165.9265 5596.5063 13.987408938616392 5596.5063 5807.0541 85.36459108743287 5807.0541 6250.9117 164.19265121315243 7880.2864 8593.4935 2006is "" "" "" +CMFGEN 1.04 54009.33999999985 "" "" "" "" "" "" -1208.8990975503536 4513.4179 5126.0931 -51.935184523676995 5165.9265 5596.5063 102.93596365008685 5596.5063 5807.0541 -108.17102863636975 5807.0541 6250.9117 272.04588968393597 7880.2864 8593.4935 2006is "" "" "" +CMFGEN 1.02 54009.33999999985 "" "" "" "" "" "" -1349.2670519379706 4513.4179 5126.0931 -69.2689701948598 5165.9265 5596.5063 100.73164184275603 5596.5063 5807.0541 -52.27841700738939 5807.0541 6250.9117 377.79421796223494 7880.2864 8593.4935 2006is "" "" "" +CMFGEN 1.4 54009.33999999985 "" "" "" "" "" "" -1110.3571082126657 4513.4179 5126.0931 -67.409585854183 5165.9265 5596.5063 94.68236194724072 5596.5063 5807.0541 -41.17102426019708 5807.0541 6250.9117 374.77237553406337 7880.2864 8593.4935 2006is "" "" "" +CMFGEN 1.7 54009.33999999985 "" "" "" "" "" "" -1490.6134647870701 4513.4179 5126.0931 -85.73703050353461 5165.9265 5596.5063 109.01752851739988 5596.5063 5807.0541 -137.8675369112648 5807.0541 6250.9117 371.5064916146071 7880.2864 8593.4935 2006is "" "" "" +OBSERVED "" 54013.35999999987 15.383057868940575 3917.0312 4071.5853 116.55784140976776 4071.5853 4515.9282 188.10272707707082 4515.9282 5150.2438 58.03293679451154 5150.2438 5510.8699 22.890822481084484 5562.3879 5839.2973 103.47479492547706 5839.2973 6293.2998 192.2208158138656 7784.1024 8411.9783 2006is "" "" "" +CMFGEN 1.04 54013.35999999987 -44.991064315716365 3917.0312 4071.5853 205.4762144793168 4071.5853 4515.9282 -1199.0639193179218 4515.9282 5150.2438 -182.8069141866174 5150.2438 5510.8699 158.51367184423455 5562.3879 5839.2973 -3.686588299320398 5839.2973 6293.2998 -368.43429757893546 7784.1024 8411.9783 2006is "" "" "" +CMFGEN 1.02 54013.35999999987 -47.28467279927105 3917.0312 4071.5853 100.57756004406286 4071.5853 4515.9282 -1180.422784655354 4515.9282 5150.2438 -194.8653000502894 5150.2438 5510.8699 160.0389130405741 5562.3879 5839.2973 26.314262821932875 5839.2973 6293.2998 -38.22969865321954 7784.1024 8411.9783 2006is "" "" "" +CMFGEN 1.4 54013.35999999987 -36.21328134464987 3917.0312 4071.5853 61.450225406305336 4071.5853 4515.9282 -902.1280322116602 4515.9282 5150.2438 -156.56912134351003 5150.2438 5510.8699 157.38141312615923 5562.3879 5839.2973 27.569198595199612 5839.2973 6293.2998 -19.100746954236172 7784.1024 8411.9783 2006is "" "" "" +CMFGEN 1.7 54013.35999999987 -58.0021089829081 3917.0312 4071.5853 236.30832105933817 4071.5853 4515.9282 -1527.4976975220661 4515.9282 5150.2438 -239.84400590262214 5150.2438 5510.8699 158.60136247735034 5562.3879 5839.2973 -25.71843573079711 5839.2973 6293.2998 142.85028396337154 7784.1024 8411.9783 2006is "" "" "" +OBSERVED "" 14.229999999777647 2.319860326264022 3944.091 4000.6725 302.9220955761918 3944.091 4620.0913 310.03935121798446 4620.0913 5421.1666 0.1896296200872138 5296.0916 5513.4838 77.86738373276437 5555.1755 5885.7307 168.54760443875784 5885.7307 6460.4799 387.55530251242817 7830.3484 8774.3665 2006kf "" "" "" +CMFGEN 1.04 14.229999999777647 2.1405259321609544 3944.091 4000.6725 -767.8419967072518 3944.091 4620.0913 431.141291933844 4620.0913 5421.1666 76.58639104849617 5296.0916 5513.4838 -70.00868377645406 5555.1755 5885.7307 158.33369907400265 5885.7307 6460.4799 42.78900539426961 7830.3484 8774.3665 2006kf "" "" "" +CMFGEN 1.02 14.229999999777647 2.0340596793358903 3944.091 4000.6725 -978.1349852778399 3944.091 4620.0913 328.35928401249 4620.0913 5421.1666 66.4606916494364 5296.0916 5513.4838 -72.41067608532073 5555.1755 5885.7307 121.2039338309007 5885.7307 6460.4799 63.489560574633124 7830.3484 8774.3665 2006kf "" "" "" +CMFGEN 1.4 14.229999999777647 1.726124749977717 3944.091 4000.6725 -1048.0647637574984 3944.091 4620.0913 368.17974538150554 4620.0913 5421.1666 40.206597446961986 5296.0916 5513.4838 -2.818859565901241 5555.1755 5885.7307 47.814361669853454 5885.7307 6460.4799 -22.463629753383557 7830.3484 8774.3665 2006kf "" "" "" +CMFGEN 1.7 14.229999999777647 1.153987856091831 3944.091 4000.6725 -564.927165945414 3944.091 4620.0913 387.5235577588429 4620.0913 5421.1666 -23.904420214639323 5296.0916 5513.4838 -114.68757146275135 5555.1755 5885.7307 130.3291069090243 5885.7307 6460.4799 63.21325946640021 7830.3484 8774.3665 2006kf "" "" "" +OBSERVED "" 16.32999999987078 5.680666361953928 3959.36567804264 4010.4021490532 305.05715004612244 3959.36567804264 4625.8419465335 337.65795709257577 4625.8419465335 5436.42119199534 5.244571021755087 5280.3096336101 5505.47053512728 77.73193730891825 5556.50700613784 5862.72583220121 189.34758253770272 5862.72583220121 6463.15490291369 "" "" "" 2006kf "" "" "" +CMFGEN 1.04 16.32999999987078 1.5328297358710283 3959.36567804264 4010.4021490532 -768.5214066041797 3959.36567804264 4625.8419465335 463.58158063052997 4625.8419465335 5436.42119199534 83.10929892376592 5280.3096336101 5505.47053512728 -62.219215331956946 5556.50700613784 5862.72583220121 175.8641537545343 5862.72583220121 6463.15490291369 "" "" "" 2006kf "" "" "" +CMFGEN 1.02 16.32999999987078 1.4996096458914303 3959.36567804264 4010.4021490532 -995.9935306659381 3959.36567804264 4625.8419465335 363.452241232818 4625.8419465335 5436.42119199534 70.41433349240879 5280.3096336101 5505.47053512728 -65.70864223865097 5556.50700613784 5862.72583220121 136.40830606691205 5862.72583220121 6463.15490291369 "" "" "" 2006kf "" "" "" +CMFGEN 1.4 16.32999999987078 1.4061414196823558 3959.36567804264 4010.4021490532 -1078.959077152851 3959.36567804264 4625.8419465335 403.21335731388695 4625.8419465335 5436.42119199534 51.09179992182151 5280.3096336101 5505.47053512728 -2.571037280403174 5556.50700613784 5862.72583220121 55.07230418678871 5862.72583220121 6463.15490291369 "" "" "" 2006kf "" "" "" +CMFGEN 1.7 16.32999999987078 0.9322121508156267 3959.36567804264 4010.4021490532 -620.430013148438 3959.36567804264 4625.8419465335 352.03602229774987 4625.8419465335 5436.42119199534 -49.95886831936329 5280.3096336101 5505.47053512728 -98.00402912576862 5556.50700613784 5862.72583220121 151.28169440171393 5862.72583220121 6463.15490291369 "" "" "" 2006kf "" "" "" +OBSERVED "" -5.7199999999429565 22.97355994631979 3929.2011 4092.9897 85.7966203242197 4092.9897 4506.9282 126.69882924192751 4506.9282 5105.5012 91.87188295341369 5200.7964 5614.735 39.782290182752206 5614.735 5885.7307 124.86437640362219 5885.7307 6335.4049 281.9272745928987 7687.4056 8732.6748 2006kf "" "" "" +CMFGEN 1.04 -5.7199999999429565 20.039009875704867 3929.2011 4092.9897 -202.07206221811583 4092.9897 4506.9282 223.68225532831622 4506.9282 5105.5012 173.94231407164114 5200.7964 5614.735 -20.507008169399167 5614.735 5885.7307 98.94076285687096 5885.7307 6335.4049 218.13346706875484 7687.4056 8732.6748 2006kf "" "" "" +CMFGEN 1.02 -5.7199999999429565 31.297959400707782 3929.2011 4092.9897 -246.96868010683667 4092.9897 4506.9282 271.15944253929933 4506.9282 5105.5012 200.56776916560347 5200.7964 5614.735 -1.32679823008337 5614.735 5885.7307 75.57135845461283 5885.7307 6335.4049 215.2135760297507 7687.4056 8732.6748 2006kf "" "" "" +CMFGEN 1.4 -5.7199999999429565 36.114472744297906 3929.2011 4092.9897 -303.4461262805385 4092.9897 4506.9282 230.85460511289284 4506.9282 5105.5012 137.08073206560442 5200.7964 5614.735 25.034225608398838 5614.735 5885.7307 15.254013693954946 5885.7307 6335.4049 127.22791394112114 7687.4056 8732.6748 2006kf "" "" "" +CMFGEN 1.7 -5.7199999999429565 25.29010810450696 3929.2011 4092.9897 92.47683078882719 4092.9897 4506.9282 311.59281045840396 4506.9282 5105.5012 30.921261750860584 5200.7964 5614.735 -33.751010325826606 5614.735 5885.7307 102.32851824419718 5885.7307 6335.4049 308.3986831784839 7687.4056 8732.6748 2006kf "" "" "" +OBSERVED "" 1.2100000002246816 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 129.3605560376364 5911.1887 6345.6597 193.34639534986962 7894.4994 8488.166 2006kf "" "" "" +CMFGEN 1.04 1.2100000002246816 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 95.1240882507193 5911.1887 6345.6597 61.60465076821575 7894.4994 8488.166 2006kf "" "" "" +CMFGEN 1.02 1.2100000002246816 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 67.28406210956155 5911.1887 6345.6597 42.89202349563605 7894.4994 8488.166 2006kf "" "" "" +CMFGEN 1.4 1.2100000002246816 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 12.325649988369598 5911.1887 6345.6597 18.668255103024713 7894.4994 8488.166 2006kf "" "" "" +CMFGEN 1.7 1.2100000002246816 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 88.81542543969667 5911.1887 6345.6597 61.46675282643034 7894.4994 8488.166 2006kf "" "" "" +OBSERVED "" 1.1999999999825377 "" "" "" "" "" "" 167.66035867131936 4612.7788 5213.1885 100.50808528965602 5213.1885 5605.889 42.313872504480095 5605.889 5959.6439 129.9832083830797 5959.6439 6326.3806 203.54902820455027 7848.5003 8598.2011 2006kf "" "" "" +CMFGEN 1.04 1.1999999999825377 "" "" "" "" "" "" 258.1945368765888 4612.7788 5213.1885 165.2795878769924 5213.1885 5605.889 -20.324947410962384 5605.889 5959.6439 60.81277589048969 5959.6439 6326.3806 85.10900853327422 7848.5003 8598.2011 2006kf "" "" "" +CMFGEN 1.02 1.1999999999825377 "" "" "" "" "" "" 122.3651185797168 4612.7788 5213.1885 190.88132005330394 5213.1885 5605.889 6.535997938352181 5605.889 5959.6439 42.309382280010446 5959.6439 6326.3806 75.74821385060291 7848.5003 8598.2011 2006kf "" "" "" +CMFGEN 1.4 1.1999999999825377 "" "" "" "" "" "" -7.1677414415560605 4612.7788 5213.1885 132.74117915380043 5213.1885 5605.889 39.03391425573944 5605.889 5959.6439 5.684798562655329 5959.6439 6326.3806 25.923972301525044 7848.5003 8598.2011 2006kf "" "" "" +CMFGEN 1.7 1.1999999999825377 "" "" "" "" "" "" 325.9131246526079 4612.7788 5213.1885 33.34273049348706 5213.1885 5605.889 -39.31901828167593 5605.889 5959.6439 56.87182045470947 5959.6439 6326.3806 113.00606328758258 7848.5003 8598.2011 2006kf "" "" "" +OBSERVED "" 29.249999999796273 55.3884251290597 3921.4480052801 4008.36318318487 494.89509343650786 3921.4480052801 4622.76357871866 521.6860195856358 4622.76357871866 5497.90950796678 66.6647630463786 5282.12010075492 5506.90073326728 77.6820857357123 5587.82176097172 5821.59361878458 319.9395115645855 5821.59361878458 6471.95891552034 "" "" "" 2006kf "" "" "" +CMFGEN 1.04 29.249999999796273 0.06302662479697427 3921.4480052801 4008.36318318487 16.356927936897357 3921.4480052801 4622.76357871866 128.3410962435278 4622.76357871866 5497.90950796678 15.205800609751558 5282.12010075492 5506.90073326728 4.763929658887111 5587.82176097172 5821.59361878458 137.47682044139506 5821.59361878458 6471.95891552034 "" "" "" 2006kf "" "" "" +CMFGEN 1.02 29.249999999796273 6.230810324954617 3921.4480052801 4008.36318318487 -52.033575385804326 3921.4480052801 4622.76357871866 162.61626755637755 4622.76357871866 5497.90950796678 16.69587783310104 5282.12010075492 5506.90073326728 18.272954624199155 5587.82176097172 5821.59361878458 128.42844032131225 5821.59361878458 6471.95891552034 "" "" "" 2006kf "" "" "" +CMFGEN 1.4 29.249999999796273 4.685205552589519 3921.4480052801 4008.36318318487 -66.25379220796972 3921.4480052801 4622.76357871866 155.20903025826135 4622.76357871866 5497.90950796678 18.30209735449275 5282.12010075492 5506.90073326728 33.233255657798345 5587.82176097172 5821.59361878458 120.11738263187507 5821.59361878458 6471.95891552034 "" "" "" 2006kf "" "" "" +CMFGEN 1.7 29.249999999796273 4.593312864587418 3921.4480052801 4008.36318318487 -21.498628369236442 3921.4480052801 4622.76357871866 153.34760309402733 4622.76357871866 5497.90950796678 16.670869797705045 5282.12010075492 5506.90073326728 6.692390055916071 5587.82176097172 5821.59361878458 108.98617895305273 5821.59361878458 6471.95891552034 "" "" "" 2006kf "" "" "" +OBSERVED "" 1.1799999999639113 29.42360901173963 3942.1526 4086.2307 135.12902645722943 3942.1526 4532.8727 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006kf 118.7246806789415 3579.8992 3942.1526 +CMFGEN 1.04 1.1799999999639113 13.837224672834566 3942.1526 4086.2307 -459.9595299627989 3942.1526 4532.8727 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006kf 6.88810962568601 3579.8992 3942.1526 +CMFGEN 1.02 1.1799999999639113 22.870742326138874 3942.1526 4086.2307 -497.5110070151617 3942.1526 4532.8727 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006kf -55.05081491762032 3579.8992 3942.1526 +CMFGEN 1.4 1.1799999999639113 26.76263017437907 3942.1526 4086.2307 -531.2165811132086 3942.1526 4532.8727 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006kf -75.65751690185522 3579.8992 3942.1526 +CMFGEN 1.7 1.1799999999639113 18.35332959579708 3942.1526 4086.2307 96.67256831196065 3942.1526 4532.8727 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006kf -77.48143484151028 3579.8992 3942.1526 +OBSERVED "" 2.30000000007567 26.85545700782772 3930.44634879894 4107.54761739301 133.26336345239378 3930.44634879894 4608.83425900674 167.2790459972657 4608.83425900674 5218.18269162703 90.14902703755524 5218.18269162703 5614.40925865106 45.74384793077707 5614.40925865106 5938.59463167072 125.40277302393974 5938.59463167072 6325.8160494442 "" "" "" 2006kf "" "" "" +CMFGEN 1.04 2.30000000007567 19.87149255440275 3930.44634879894 4107.54761739301 -736.4669815247487 3930.44634879894 4608.83425900674 246.9194704575601 4608.83425900674 5218.18269162703 158.090683705216 5218.18269162703 5614.40925865106 -16.76740041069179 5614.40925865106 5938.59463167072 69.37960423678201 5938.59463167072 6325.8160494442 "" "" "" 2006kf "" "" "" +CMFGEN 1.02 2.30000000007567 34.5086960452896 3930.44634879894 4107.54761739301 -918.8122043873274 3930.44634879894 4608.83425900674 119.05474537919547 4608.83425900674 5218.18269162703 185.4319196115546 5218.18269162703 5614.40925865106 6.772643235987922 5614.40925865106 5938.59463167072 49.056594187322176 5938.59463167072 6325.8160494442 "" "" "" 2006kf "" "" "" +CMFGEN 1.4 2.30000000007567 41.78698476620307 3930.44634879894 4107.54761739301 -980.3079139654162 3930.44634879894 4608.83425900674 -10.108347552573093 4608.83425900674 5218.18269162703 120.52196746305408 5218.18269162703 5614.40925865106 33.11244179768284 5614.40925865106 5938.59463167072 7.32733537686599 5938.59463167072 6325.8160494442 "" "" "" 2006kf "" "" "" +CMFGEN 1.7 2.30000000007567 30.232946931574162 3930.44634879894 4107.54761739301 -472.9058872263223 3930.44634879894 4608.83425900674 336.651311842892 4608.83425900674 5218.18269162703 33.34870122808886 5218.18269162703 5614.40925865106 -35.5722651740701 5614.40925865106 5938.59463167072 66.75456294442776 5938.59463167072 6325.8160494442 "" "" "" 2006kf "" "" "" +OBSERVED "" 54048.52000000002 50.435418239334986 3908.37893972778 4091.80843085457 237.82172994608652 3908.37893972778 4583.86531975023 239.96225513520574 4583.86531975023 5227.3243283061 29.066238898018614 5227.3243283061 5506.83593383263 82.3020131349999 5556.33278064462 5867.87175763773 234.57100460359553 5867.87175763773 6496.77287007243 "" "" "" 2006lu "" "" "" +CMFGEN 1.04 54048.52000000002 -77.8331778753071 3908.37893972778 4091.80843085457 385.57813037807216 3908.37893972778 4583.86531975023 -77.78713839909022 4583.86531975023 5227.3243283061 27.735154425749016 5227.3243283061 5506.83593383263 164.35148521958965 5556.33278064462 5867.87175763773 257.78088586007823 5867.87175763773 6496.77287007243 "" "" "" 2006lu "" "" "" +CMFGEN 1.02 54048.52000000002 -80.53034231808881 3908.37893972778 4091.80843085457 361.01851060357035 3908.37893972778 4583.86531975023 -25.463567740791348 4583.86531975023 5227.3243283061 38.491666501582145 5227.3243283061 5506.83593383263 168.75264395704437 5556.33278064462 5867.87175763773 222.09625136652573 5867.87175763773 6496.77287007243 "" "" "" 2006lu "" "" "" +CMFGEN 1.4 54048.52000000002 -62.45866648025926 3908.37893972778 4091.80843085457 295.92510049670267 3908.37893972778 4583.86531975023 9.022284318087358 4583.86531975023 5227.3243283061 40.42422990884545 5227.3243283061 5506.83593383263 168.72061636471994 5556.33278064462 5867.87175763773 207.0590257425455 5867.87175763773 6496.77287007243 "" "" "" 2006lu "" "" "" +CMFGEN 1.7 54048.52000000002 -108.78541866308467 3908.37893972778 4091.80843085457 392.8661420430598 3908.37893972778 4583.86531975023 -125.76989303310435 4583.86531975023 5227.3243283061 12.65904061926071 5227.3243283061 5506.83593383263 175.23948503540893 5556.33278064462 5867.87175763773 274.8660412447524 5867.87175763773 6496.77287007243 "" "" "" 2006lu "" "" "" +OBSERVED "" 54042.29000000004 26.726299177421915 3941.7483 4077.4446 195.0295086994483 3941.7483 4626.2162 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006lu 151.17251375090262 3562.597 3941.7483 +CMFGEN 1.04 54042.29000000004 -26.990888938708718 3941.7483 4077.4446 465.04807696010016 3941.7483 4626.2162 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006lu 225.13537722406434 3562.597 3941.7483 +CMFGEN 1.02 54042.29000000004 -26.502906097667076 3941.7483 4077.4446 455.8927786197587 3941.7483 4626.2162 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006lu 126.51513244999958 3562.597 3941.7483 +CMFGEN 1.4 54042.29000000004 -19.38824363546377 3941.7483 4077.4446 416.701107830356 3941.7483 4626.2162 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006lu 92.67050208411142 3562.597 3941.7483 +CMFGEN 1.7 54042.29000000004 -33.698542021545116 3941.7483 4077.4446 484.17996601544456 3941.7483 4626.2162 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006lu 244.3693874315389 3562.597 3941.7483 +OBSERVED "" 54042.31999999983 26.11457669633074 3949.8775 4063.1534 189.84152413919998 3949.8775 4613.8003 178.63581135898627 4613.8003 5123.5419 82.20340372049624 5158.154 5579.7921 47.88993020657858 5579.7921 5847.2491 124.25231258283084 5847.2491 6334.9649 417.514152544288 7835.8708 8896.2592 2006lu "" "" "" +CMFGEN 1.04 54042.31999999983 -15.915961361115398 3949.8775 4063.1534 452.8414708818804 3949.8775 4613.8003 -27.5002562736036 4613.8003 5123.5419 -103.04466689947115 5158.154 5579.7921 144.29222569396575 5579.7921 5847.2491 17.409971871714596 5847.2491 6334.9649 470.9819861316878 7835.8708 8896.2592 2006lu "" "" "" +CMFGEN 1.02 54042.31999999983 -14.705827954421215 3949.8775 4063.1534 439.59207018557646 3949.8775 4613.8003 -21.010400038476483 4613.8003 5123.5419 -133.64926556675005 5158.154 5579.7921 145.98437529620537 5579.7921 5847.2491 31.327282563624575 5847.2491 6334.9649 582.1441389800441 7835.8708 8896.2592 2006lu "" "" "" +CMFGEN 1.4 54042.31999999983 -9.263499200428274 3949.8775 4063.1534 398.76516277076814 3949.8775 4613.8003 6.1811955619769146 4613.8003 5123.5419 -123.16479611887748 5158.154 5579.7921 143.4862477373085 5579.7921 5847.2491 26.31707072707181 5847.2491 6334.9649 569.6650524516723 7835.8708 8896.2592 2006lu "" "" "" +CMFGEN 1.7 54042.31999999983 -17.87802617886051 3949.8775 4063.1534 469.25462433103945 3949.8775 4613.8003 -67.7703778642004 4613.8003 5123.5419 -141.43774028387946 5158.154 5579.7921 147.95049403660485 5579.7921 5847.2491 3.931338223425169 5847.2491 6334.9649 637.5918544118424 7835.8708 8896.2592 2006lu "" "" "" +OBSERVED "" 54055.35999999987 9.016426478745412 3959.595 4017.3395 255.62395331930227 3959.595 4609.22 262.38174842197554 4609.22 5296.3788 13.980228874728267 5296.3788 5510.0332 79.25933371909238 5550.4543 5859.387 179.70259000636293 5859.387 6514.7864 "" "" "" 2006lu "" "" "" +CMFGEN 1.04 54055.35999999987 -2.0546726979805356 3959.595 4017.3395 445.3199055241088 3959.595 4609.22 80.26264298992814 4609.22 5296.3788 63.16509255582516 5296.3788 5510.0332 170.68827163187925 5550.4543 5859.387 265.9471381834817 5859.387 6514.7864 "" "" "" 2006lu "" "" "" +CMFGEN 1.02 54055.35999999987 -2.9216806874522065 3959.595 4017.3395 429.8356473843993 3959.595 4609.22 103.31912227544672 4609.22 5296.3788 60.66732559355677 5296.3788 5510.0332 174.57510284602714 5550.4543 5859.387 225.35826276508396 5859.387 6514.7864 "" "" "" 2006lu "" "" "" +CMFGEN 1.4 54055.35999999987 -1.424081595093133 3959.595 4017.3395 388.6711045532935 3959.595 4609.22 116.1919826643972 4609.22 5296.3788 53.06164660022089 5296.3788 5510.0332 173.8096752401268 5550.4543 5859.387 207.26073543335673 5859.387 6514.7864 "" "" "" 2006lu "" "" "" +CMFGEN 1.7 54055.35999999987 -2.2949253705072628 3959.595 4017.3395 463.2190275688265 3959.595 4609.22 70.74996901042728 4609.22 5296.3788 75.18634768942637 5296.3788 5510.0332 178.96835237754092 5550.4543 5859.387 278.1594592488378 5859.387 6514.7864 "" "" "" 2006lu "" "" "" +OBSERVED "" -2.3799999998518615 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 107.50781631374598 5906.0979 6429.047 316.8937995662989 7784.6747 8534.3099 2006mr "" "" "" +CMFGEN 1.04 -2.3799999998518615 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 135.26604112675756 5906.0979 6429.047 120.57624466602456 7784.6747 8534.3099 2006mr "" "" "" +CMFGEN 1.02 -2.3799999998518615 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 98.07033363444332 5906.0979 6429.047 106.24035923697105 7784.6747 8534.3099 2006mr "" "" "" +CMFGEN 1.4 -2.3799999998518615 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 27.93495268928581 5906.0979 6429.047 69.14833429582407 7784.6747 8534.3099 2006mr "" "" "" +CMFGEN 1.7 -2.3799999998518615 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 108.76471658238306 5906.0979 6429.047 175.94037148759404 7784.6747 8534.3099 2006mr "" "" "" +OBSERVED "" -2.3900000000940054 17.903911668203342 3900.2365 4038.9317 251.14111975252655 3900.2365 4485.1964 159.12102896601198 4500.6069 5340.4835 14.351455100230654 5231.3252 5562.6527 46.77596795490229 5562.6527 5901.6854 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.04 -2.3900000000940054 23.414644259371595 3900.2365 4038.9317 -266.53558037323944 3900.2365 4485.1964 351.6491629821244 4500.6069 5340.4835 142.54528587673119 5231.3252 5562.6527 -60.43811989113756 5562.6527 5901.6854 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.02 -2.3900000000940054 23.493413793157945 3900.2365 4038.9317 -234.97399040622494 3900.2365 4485.1964 220.1567583683409 4500.6069 5340.4835 160.89631241724396 5231.3252 5562.6527 -55.39877090308342 5562.6527 5901.6854 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.4 -2.3900000000940054 22.58430296995462 3900.2365 4038.9317 -235.69825963860305 3900.2365 4485.1964 152.1713588221649 4500.6069 5340.4835 118.872125413588 5231.3252 5562.6527 10.765605451363141 5562.6527 5901.6854 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.7 -2.3900000000940054 14.388809665774493 3900.2365 4038.9317 335.14710151559325 3900.2365 4485.1964 600.4228600718027 4500.6069 5340.4835 -2.358126646388264 5231.3252 5562.6527 -106.0079674040955 5562.6527 5901.6854 "" "" "" "" "" "" 2006mr "" "" "" +OBSERVED "" 31.66000000018539 30.059896671499374 3980.7024 4028.9585 280.86356863609797 4028.9585 4620.0962 283.70902526903865 4620.0962 5446.4825 86.45963387048198 5283.618 5570.1388 123.6504881714177 5570.1388 5983.332 236.7502804618448 5983.332 6580.5016 318.7359304810866 7771.825 8384.0747 2006mr "" "" "" +CMFGEN 1.04 31.66000000018539 0.16722835818971482 3980.7024 4028.9585 40.34297133465629 4028.9585 4620.0962 59.02339391716176 4620.0962 5446.4825 12.574399534329173 5283.618 5570.1388 -168.1928658708618 5570.1388 5983.332 -267.2388539223796 5983.332 6580.5016 80.09397747611183 7771.825 8384.0747 2006mr "" "" "" +CMFGEN 1.02 31.66000000018539 0.21503867999318688 3980.7024 4028.9585 9.02662609950063 4028.9585 4620.0962 92.53787300306482 4620.0962 5446.4825 14.894645811068607 5283.618 5570.1388 -117.66778534672724 5570.1388 5983.332 -149.84651897630334 5983.332 6580.5016 87.6075811745454 7771.825 8384.0747 2006mr "" "" "" +CMFGEN 1.4 31.66000000018539 0.21391956831318723 3980.7024 4028.9585 23.195673822507782 4028.9585 4620.0962 101.16546128994597 4620.0962 5446.4825 19.91391376640191 5283.618 5570.1388 -95.74261060430523 5570.1388 5983.332 -155.22873812117214 5983.332 6580.5016 101.30498456107455 7771.825 8384.0747 2006mr "" "" "" +CMFGEN 1.7 31.66000000018539 0.07520536414594596 3980.7024 4028.9585 11.819093562171695 4028.9585 4620.0962 76.3896203961228 4620.0962 5446.4825 11.312170658679484 5283.618 5570.1388 -79.5015325710867 5570.1388 5983.332 -57.00872149543434 5983.332 6580.5016 85.4113745952871 7771.825 8384.0747 2006mr "" "" "" +OBSERVED "" 62.56999999986874 "" "" "" "" "" "" 330.24217283962287 4611.9697 5426.2869 20.866759499452595 5263.4235 5501.6867 288.9669883099055 5552.9585 5881.7014 328.83342274089955 5881.7014 6509.0272 894.3980152006926 7534.4637 8659.4279 2006mr "" "" "" +CMFGEN 1.04 62.56999999986874 "" "" "" "" "" "" 158.95271472750443 4611.9697 5426.2869 4.133060659992172 5263.4235 5501.6867 96.67246795510908 5552.9585 5881.7014 151.7937369302284 5881.7014 6509.0272 347.9085029777133 7534.4637 8659.4279 2006mr "" "" "" +CMFGEN 1.02 62.56999999986874 "" "" "" "" "" "" 244.39597286817863 4611.9697 5426.2869 -18.45447851344642 5263.4235 5501.6867 68.14836039404472 5552.9585 5881.7014 163.1874706052781 5881.7014 6509.0272 497.4055589304998 7534.4637 8659.4279 2006mr "" "" "" +CMFGEN 1.4 62.56999999986874 "" "" "" "" "" "" 298.82723377513764 4611.9697 5426.2869 -11.114906900923527 5263.4235 5501.6867 62.6278292915477 5552.9585 5881.7014 166.71904701260559 5881.7014 6509.0272 467.8504080734369 7534.4637 8659.4279 2006mr "" "" "" +CMFGEN 1.7 62.56999999986874 "" "" "" "" "" "" 164.53416441518345 4611.9697 5426.2869 7.470172548220232 5263.4235 5501.6867 127.89337817446776 5552.9585 5881.7014 191.6345158438554 5881.7014 6509.0272 325.979016162531 7534.4637 8659.4279 2006mr "" "" "" +OBSERVED "" 1.5899999998873682 "" "" "" "" "" "" "" "" "" 29.367059885437488 5274.3855 5600.752 55.67628772758752 5600.752 5917.4485 124.58358071074733 5917.4485 6437.2175 357.1709504713754 7799.4957 8544.095 2006mr "" "" "" +CMFGEN 1.04 1.5899999998873682 "" "" "" "" "" "" "" "" "" 99.92639737774041 5274.3855 5600.752 -23.99186341307766 5600.752 5917.4485 132.61260143668108 5917.4485 6437.2175 109.63454491161446 7799.4957 8544.095 2006mr "" "" "" +CMFGEN 1.02 1.5899999998873682 "" "" "" "" "" "" "" "" "" 133.33010609865187 5274.3855 5600.752 -4.519199729795217 5600.752 5917.4485 94.34403972538627 5917.4485 6437.2175 97.5432590940676 7799.4957 8544.095 2006mr "" "" "" +CMFGEN 1.4 1.5899999998873682 "" "" "" "" "" "" "" "" "" 77.91375743206095 5274.3855 5600.752 32.87818039359726 5600.752 5917.4485 28.41984414593461 5917.4485 6437.2175 57.40060865632011 7799.4957 8544.095 2006mr "" "" "" +CMFGEN 1.7 1.5899999998873682 "" "" "" "" "" "" "" "" "" 27.59069447961283 5274.3855 5600.752 -47.64238296935721 5600.752 5917.4485 99.69858457166907 5917.4485 6437.2175 160.24414320289927 7799.4957 8544.095 2006mr "" "" "" +OBSERVED "" 1.5800000001108856 "" "" "" "" "" "" 153.3936649714603 4592.5614 5251.1151 30.51348063541777 5251.1151 5602.1025 56.18730617200234 5602.1025 5921.7302 124.92338477959126 5921.7302 6417.4547 342.6196092342949 7809.3429 8535.4406 2006mr "" "" "" +CMFGEN 1.04 1.5800000001108856 "" "" "" "" "" "" 170.42075211392057 4592.5614 5251.1151 121.93805764887634 5251.1151 5602.1025 -22.7603698408819 5602.1025 5921.7302 123.57690794418652 5921.7302 6417.4547 101.02132807268474 7809.3429 8535.4406 2006mr "" "" "" +CMFGEN 1.02 1.5800000001108856 "" "" "" "" "" "" 83.02133815397173 4592.5614 5251.1151 154.40053409437644 5251.1151 5602.1025 -2.724339031319408 5602.1025 5921.7302 85.53487556283221 5921.7302 6417.4547 89.11520888222826 7809.3429 8535.4406 2006mr "" "" "" +CMFGEN 1.4 1.5800000001108856 "" "" "" "" "" "" -34.57820665614605 4592.5614 5251.1151 98.62117507128642 5251.1151 5602.1025 33.38454646202382 5602.1025 5921.7302 21.33443415127039 5921.7302 6417.4547 51.38988754591568 7809.3429 8535.4406 2006mr "" "" "" +CMFGEN 1.7 1.5800000001108856 "" "" "" "" "" "" 373.09389389910757 4592.5614 5251.1151 21.509207701044254 5251.1151 5602.1025 -46.23264869096083 5602.1025 5921.7302 98.17474007475855 5921.7302 6417.4547 145.1295385700467 7809.3429 8535.4406 2006mr "" "" "" +OBSERVED "" 4.669999999961874 0.2216041906800319 3983.4302 4001.5722 295.6328327813817 3983.4302 4591.1857 236.76708780677012 4591.1857 5549.6856 33.22311564529895 5289.6509 5616.2061 43.96404287529899 5616.2061 5918.572 135.09093207830324 5918.572 6553.5404 332.08056935145476 7802.3116 8543.1081 2006mr "" "" "" +CMFGEN 1.04 4.669999999961874 0.07431139934518476 3983.4302 4001.5722 -635.4004416243131 3983.4302 4591.1857 722.2679470197938 4591.1857 5549.6856 80.91115051343307 5289.6509 5616.2061 -15.308172325355725 5616.2061 5918.572 146.35899295377038 5918.572 6553.5404 107.29002608134707 7802.3116 8543.1081 2006mr "" "" "" +CMFGEN 1.02 4.669999999961874 0.08330736479731994 3983.4302 4001.5722 -830.1673537444035 3983.4302 4591.1857 690.4211514295594 4591.1857 5549.6856 116.3123511828531 5289.6509 5616.2061 5.495220264202898 5616.2061 5918.572 108.54635604618221 5918.572 6553.5404 95.45123611748643 7802.3116 8543.1081 2006mr "" "" "" +CMFGEN 1.4 4.669999999961874 0.0704821253167407 3983.4302 4001.5722 -928.7601231421362 3983.4302 4591.1857 597.3916711827912 4591.1857 5549.6856 47.40116577514494 5289.6509 5616.2061 29.88924422456052 5616.2061 5918.572 72.60464848117465 5918.572 6553.5404 55.49091734667106 7802.3116 8543.1081 2006mr "" "" "" +CMFGEN 1.7 4.669999999961874 0.042954939649481945 3983.4302 4001.5722 -449.88044648452984 3983.4302 4591.1857 515.0602614627903 4591.1857 5549.6856 39.65628361532528 5289.6509 5616.2061 -33.341135270818725 5616.2061 5918.572 96.97025979182999 5918.572 6553.5404 156.6370878609896 7802.3116 8543.1081 2006mr "" "" "" +OBSERVED "" 36.66000000018539 1.245974431979691 3983.4302 4001.5722 350.8882042589049 4001.5722 4621.4223 319.7491403563115 4621.4223 5543.6383 21.22614141457949 5298.7219 5543.6383 163.54340949789827 5567.8276 5945.785 110.26078871099983 5945.785 6517.2565 535.3747886736198 7684.3889 8700.3384 2006mr "" "" "" +CMFGEN 1.04 36.66000000018539 -0.020216716781625742 3983.4302 4001.5722 37.84324159798268 4001.5722 4621.4223 110.23451531541312 4621.4223 5543.6383 13.989181056031073 5298.7219 5543.6383 -28.55199830627786 5567.8276 5945.785 82.58780132343469 5945.785 6517.2565 95.32172657303069 7684.3889 8700.3384 2006mr "" "" "" +CMFGEN 1.02 36.66000000018539 0.032450545813892694 3983.4302 4001.5722 -34.548541174118824 4001.5722 4621.4223 205.9330687734456 4621.4223 5543.6383 19.011841395664973 5298.7219 5543.6383 7.348504567791259 5567.8276 5945.785 92.67554907791262 5945.785 6517.2565 129.01587702238675 7684.3889 8700.3384 2006mr "" "" "" +CMFGEN 1.4 36.66000000018539 0.05760669105539649 3983.4302 4001.5722 -49.147918666732664 4001.5722 4621.4223 228.66176594303124 4621.4223 5543.6383 22.70526358125304 5298.7219 5543.6383 6.231623512867983 5567.8276 5945.785 82.04354681819233 5945.785 6517.2565 85.89369185201096 7684.3889 8700.3384 2006mr "" "" "" +CMFGEN 1.7 36.66000000018539 0.004955246221895925 3983.4302 4001.5722 -4.637721104137141 4001.5722 4621.4223 155.13341071778726 4621.4223 5543.6383 15.29033634620641 5298.7219 5543.6383 -1.2332937160576596 5567.8276 5945.785 91.19834802701537 5945.785 6517.2565 119.72796978990405 7684.3889 8700.3384 2006mr "" "" "" +OBSERVED "" 7.489999999794236 0.06521131886297662 3992.5012 4001.5722 341.8054775600235 3992.5012 4597.233 344.26312287157873 4597.233 5549.6856 47.01197075788052 5289.6509 5628.3008 42.31068906227667 5628.3008 5903.4537 173.7201737311729 5903.4537 6553.5404 410.9076592115521 7766.0277 8594.5103 2006mr "" "" "" +CMFGEN 1.04 7.489999999794236 0.007983721495097672 3992.5012 4001.5722 -628.0516427272664 3992.5012 4597.233 716.6116097378948 4597.233 5549.6856 76.4559895601184 5289.6509 5628.3008 -10.740160759904107 5628.3008 5903.4537 156.08777202892713 5903.4537 6553.5404 143.8964023250557 7766.0277 8594.5103 2006mr "" "" "" +CMFGEN 1.02 7.489999999794236 0.009241867847368463 3992.5012 4001.5722 -839.6095403801417 3992.5012 4597.233 684.5695591042447 4597.233 5549.6856 111.08767869681151 5289.6509 5628.3008 7.520490966103483 5628.3008 5903.4537 118.90398359921045 5903.4537 6553.5404 126.67019950514835 7766.0277 8594.5103 2006mr "" "" "" +CMFGEN 1.4 7.489999999794236 0.001087603761057257 3992.5012 4001.5722 -949.1932139074578 3992.5012 4597.233 591.1595252190017 4597.233 5549.6856 31.96156986661201 5289.6509 5628.3008 24.416997744860236 5628.3008 5903.4537 77.35462127938351 5903.4537 6553.5404 77.03213985132992 7766.0277 8594.5103 2006mr "" "" "" +CMFGEN 1.7 7.489999999794236 0.009660127008487427 3992.5012 4001.5722 -505.144726524244 3992.5012 4597.233 508.39018047291074 4597.233 5549.6856 40.21997440662528 5289.6509 5628.3008 -24.03923429156035 5628.3008 5903.4537 112.00494798391564 5903.4537 6553.5404 206.8368145537941 7766.0277 8594.5103 2006mr "" "" "" +OBSERVED "" 8.759999999812862 25.832942381286117 3959.11043041148 4038.39060059648 342.07797602833557 3959.11043041148 4599.45026652114 354.5982333816572 4599.45026652114 5547.7630714264 55.58458181893857 5285.52866235292 5611.79705503736 26.700428876351257 5611.79705503736 5800.84976855545 212.81693197937864 5800.84976855545 6526.56824947973 "" "" "" 2006mr "" "" "" +CMFGEN 1.04 8.759999999812862 4.427312023072184 3959.11043041148 4038.39060059648 -715.938932635202 3959.11043041148 4599.45026652114 713.2383390876372 4599.45026652114 5547.7630714264 86.24742599370408 5285.52866235292 5611.79705503736 -13.440773978208947 5611.79705503736 5800.84976855545 236.33890265307582 5800.84976855545 6526.56824947973 "" "" "" 2006mr "" "" "" +CMFGEN 1.02 8.759999999812862 5.2263522836651495 3959.11043041148 4038.39060059648 -909.7857310347463 3959.11043041148 4599.45026652114 678.3384635924672 4599.45026652114 5547.7630714264 121.23348951677019 5285.52866235292 5611.79705503736 -6.625844580588847 5611.79705503736 5800.84976855545 194.30879352619615 5800.84976855545 6526.56824947973 "" "" "" 2006mr "" "" "" +CMFGEN 1.4 8.759999999812862 5.420388355880853 3959.11043041148 4038.39060059648 -995.883898713828 3959.11043041148 4599.45026652114 584.368677786268 4599.45026652114 5547.7630714264 56.32457945888268 5285.52866235292 5611.79705503736 13.566416999694798 5611.79705503736 5800.84976855545 98.32852936962578 5800.84976855545 6526.56824947973 "" "" "" 2006mr "" "" "" +CMFGEN 1.7 8.759999999812862 3.389732072346196 3959.11043041148 4038.39060059648 -485.29998978525276 3959.11043041148 4599.45026652114 500.8217878605534 4599.45026652114 5547.7630714264 36.428958696649005 5285.52866235292 5611.79705503736 -19.25592806965767 5611.79705503736 5800.84976855545 213.58151657342842 5800.84976855545 6526.56824947973 "" "" "" 2006mr "" "" "" +OBSERVED "" 10.6899999999805 2.7103582947025227 3974.3592 4001.5722 364.69030090150716 3974.3592 4597.233 364.0884424672239 4597.233 5549.6856 45.575651487713095 5295.6983 5610.1588 39.382724957470124 5610.1588 5864.1462 194.24674459120828 5864.1462 6556.5641 419.10406207922915 7799.288 8603.5813 2006mr "" "" "" +CMFGEN 1.04 10.6899999999805 0.2422069622106534 3974.3592 4001.5722 -677.5649942467455 3974.3592 4597.233 716.6116097378948 4597.233 5549.6856 77.94210003869028 5295.6983 5610.1588 -20.70891965345036 5610.1588 5864.1462 185.8060079516069 5864.1462 6556.5641 114.78942246681773 7799.288 8603.5813 2006mr "" "" "" +CMFGEN 1.02 10.6899999999805 0.237163248773275 3974.3592 4001.5722 -878.8089825620391 3974.3592 4597.233 684.5695591042447 4597.233 5549.6856 112.32103527306984 5295.6983 5610.1588 -4.596535540032041 5610.1588 5864.1462 146.9923935695601 5864.1462 6556.5641 100.64962624075488 7799.288 8603.5813 2006mr "" "" "" +CMFGEN 1.4 10.6899999999805 0.16397543153927122 3974.3592 4001.5722 -974.1543370183401 3974.3592 4597.233 591.1595252190017 4597.233 5549.6856 49.59890708940193 5295.6983 5610.1588 23.81519146030045 5610.1588 5864.1462 90.66374432582845 5864.1462 6556.5641 48.6633103767749 7799.288 8603.5813 2006mr "" "" "" +CMFGEN 1.7 10.6899999999805 0.15048120420910682 3974.3592 4001.5722 -486.7137858636368 3974.3592 4597.233 508.39018047291074 4597.233 5549.6856 43.71997051970761 5295.6983 5610.1588 -31.644354454449527 5610.1588 5864.1462 154.8339093820293 5864.1462 6556.5641 163.92154120558902 7799.288 8603.5813 2006mr "" "" "" +OBSERVED "" 50.58999999988737 4.219810655902804 3993.0267 4005.5709 425.728752258766 4005.5709 4632.1189 395.9388937371783 4632.1189 5504.9288 50.6900282398545 5269.8907 5504.9288 253.49726779020503 5575.5722 5954.5381 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.04 50.58999999988737 0.013303304634765286 3993.0267 4005.5709 82.74239054112553 4005.5709 4632.1189 104.91436298732069 4632.1189 5504.9288 15.327816019219142 5269.8907 5504.9288 -15.701378039030885 5575.5722 5954.5381 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.02 50.58999999988737 0.04067645580701452 3993.0267 4005.5709 109.60963078758469 4005.5709 4632.1189 155.07584512649157 4632.1189 5504.9288 2.747457914569769 5269.8907 5504.9288 3.844208484223369 5575.5722 5954.5381 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.4 50.58999999988737 0.044445187664498384 3993.0267 4005.5709 99.21701803220695 4005.5709 4632.1189 184.64539794200786 4632.1189 5504.9288 3.990596704893789 5269.8907 5504.9288 11.482830573545332 5575.5722 5954.5381 "" "" "" "" "" "" 2006mr "" "" "" +CMFGEN 1.7 50.58999999988737 0.030165893412792952 3993.0267 4005.5709 58.868959701649636 4005.5709 4632.1189 128.28556093559857 4632.1189 5504.9288 13.181467397613119 5269.8907 5504.9288 -14.974291211345587 5575.5722 5954.5381 "" "" "" "" "" "" 2006mr "" "" "" +OBSERVED "" 55.58999999988737 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 98.0651777016441 5954.7257 6267.8987 391.7231914911192 7567.735 8308.5744 2006mr "" "" "" +CMFGEN 1.04 55.58999999988737 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 50.000443315728525 5954.7257 6267.8987 -17.455029406001884 7567.735 8308.5744 2006mr "" "" "" +CMFGEN 1.02 55.58999999988737 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 116.91133044367744 5954.7257 6267.8987 -24.436667916625193 7567.735 8308.5744 2006mr "" "" "" +CMFGEN 1.4 55.58999999988737 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 116.62022334159178 5954.7257 6267.8987 -43.80675923342072 7567.735 8308.5744 2006mr "" "" "" +CMFGEN 1.7 55.58999999988737 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 108.97214547722996 5954.7257 6267.8987 -146.84591296389442 7567.735 8308.5744 2006mr "" "" "" +OBSERVED "" 55.56999999986874 "" "" "" "" "" "" 271.5815487727408 4630.3419 5386.3748 63.89175878027047 5293.9341 5554.7489 69.02015682031967 5554.7489 5828.7696 158.71135655699015 5828.7696 6340.4949 629.2538273911321 7558.7313 8783.5705 2006mr "" "" "" +CMFGEN 1.04 55.56999999986874 "" "" "" "" "" "" 168.61704499799043 4630.3419 5386.3748 26.185329589389127 5293.9341 5554.7489 95.74852662839774 5554.7489 5828.7696 55.8637994717501 5828.7696 6340.4949 234.2016340255664 7558.7313 8783.5705 2006mr "" "" "" +CMFGEN 1.02 55.56999999986874 "" "" "" "" "" "" 255.44237403153338 4630.3419 5386.3748 -1.60908377987634 5293.9341 5554.7489 62.82618538292184 5554.7489 5828.7696 164.69832978540714 5828.7696 6340.4949 421.5553644670066 7558.7313 8783.5705 2006mr "" "" "" +CMFGEN 1.4 55.56999999986874 "" "" "" "" "" "" 273.8856715546187 4630.3419 5386.3748 0.9799205460186888 5293.9341 5554.7489 34.58795452537371 5554.7489 5828.7696 158.2857710184258 5828.7696 6340.4949 399.8291631338343 7558.7313 8783.5705 2006mr "" "" "" +CMFGEN 1.7 55.56999999986874 "" "" "" "" "" "" 190.71618887310254 4630.3419 5386.3748 22.40698355485296 5293.9341 5554.7489 95.85556176822143 5554.7489 5828.7696 91.87544772698014 5828.7696 6340.4949 290.58576703119076 7558.7313 8783.5705 2006mr "" "" "" +OBSERVED "" 55.549999999850115 1.1223203320148072 3994.2684 4004.7176 354.0481748866096 4004.7176 4669.2846 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006mr 247.3157131092692 3651.5358 4004.7176 +CMFGEN 1.04 55.549999999850115 0.003656748304973197 3994.2684 4004.7176 93.35286279581416 4004.7176 4669.2846 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006mr 85.23862310623237 3651.5358 4004.7176 +CMFGEN 1.02 55.549999999850115 0.017960162421425077 3994.2684 4004.7176 88.68202936527709 4004.7176 4669.2846 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006mr 15.344551172548819 3651.5358 4004.7176 +CMFGEN 1.4 55.549999999850115 0.017330412704295292 3994.2684 4004.7176 89.65477463557416 4004.7176 4669.2846 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006mr -1.6851817572291523 3651.5358 4004.7176 +CMFGEN 1.7 55.549999999850115 0.014885527129112472 3994.2684 4004.7176 47.561820890508415 4004.7176 4669.2846 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2006mr 44.931525409485744 3651.5358 4004.7176 +OBSERVED "" 24.17000000011467 16.0249603510513 3952.1431 4015.3121 313.1184572855296 3952.1431 4575.2194 453.8970883530209 4575.2194 5548.5968 58.529842499891444 5261.4649 5548.5968 67.73250623276428 5551.4682 5858.6994 267.01984549863795 5858.6994 6527.7168 "" "" "" 2006ob "" "" "" +CMFGEN 1.04 24.17000000011467 0.2984348584986395 3952.1431 4015.3121 13.986959776420491 3952.1431 4575.2194 207.89320344434861 4575.2194 5548.5968 11.580815986750425 5261.4649 5548.5968 -13.084735091017311 5551.4682 5858.6994 108.50110301304271 5858.6994 6527.7168 "" "" "" 2006ob "" "" "" +CMFGEN 1.02 24.17000000011467 0.09110264214182631 3952.1431 4015.3121 -18.305602356186164 3952.1431 4575.2194 183.0619365250135 4575.2194 5548.5968 16.445704092722625 5261.4649 5548.5968 -0.20321487635930838 5551.4682 5858.6994 52.72052176972697 5858.6994 6527.7168 "" "" "" 2006ob "" "" "" +CMFGEN 1.4 24.17000000011467 4.30529611172605 3952.1431 4015.3121 -11.221145971220672 3952.1431 4575.2194 187.3658133038473 4575.2194 5548.5968 7.473745721104015 5261.4649 5548.5968 31.40996649939587 5551.4682 5858.6994 85.8474629904276 5858.6994 6527.7168 "" "" "" 2006ob "" "" "" +CMFGEN 1.7 24.17000000011467 0.654050352070461 3952.1431 4015.3121 -56.1172260213165 3952.1431 4575.2194 198.59258105018557 4575.2194 5548.5968 22.338421538322642 5261.4649 5548.5968 9.44329233306807 5551.4682 5858.6994 103.42364964210839 5858.6994 6527.7168 "" "" "" 2006ob "" "" "" +OBSERVED "" 54082.12999999989 38.863243678572026 3979.2193 4087.8439 235.65640412634673 4087.8439 4616.2881 324.4915000447385 4616.2881 5417.7617 10.464465868107022 5279.7791 5505.8357 72.81540798456312 5552.8085 5869.875 218.94487462574256 5869.875 6559.7882 583.6974777664624 7502.1803 8655.95 2006os "" "" "" +CMFGEN 1.04 54082.12999999989 -9.687729362955542 3979.2193 4087.8439 379.5632358783515 4087.8439 4616.2881 -71.01079172288478 4616.2881 5417.7617 55.83931100593179 5279.7791 5505.8357 167.21254868309506 5552.8085 5869.875 260.67336911049404 5869.875 6559.7882 -92.6847826251805 7502.1803 8655.95 2006os "" "" "" +CMFGEN 1.02 54082.12999999989 -7.053143372681714 3979.2193 4087.8439 356.76722400921494 4087.8439 4616.2881 -65.21076096368148 4616.2881 5417.7617 58.26273691821324 5279.7791 5505.8357 171.76056337427647 5552.8085 5869.875 215.63189612954608 5869.875 6559.7882 98.55021149696907 7502.1803 8655.95 2006os "" "" "" +CMFGEN 1.4 54082.12999999989 -5.233502189660865 3979.2193 4087.8439 327.33206374116446 4087.8439 4616.2881 -39.62052695338907 4616.2881 5417.7617 52.01251237734692 5279.7791 5505.8357 171.81178394480023 5552.8085 5869.875 188.04658208721236 5869.875 6559.7882 182.40393092909778 7502.1803 8655.95 2006os "" "" "" +CMFGEN 1.7 54082.12999999989 -11.941641709086472 3979.2193 4087.8439 398.87384693273117 4087.8439 4616.2881 -130.9277138619541 4616.2881 5417.7617 63.638880303470366 5279.7791 5505.8357 178.37410130140992 5552.8085 5869.875 304.45949085712937 5869.875 6559.7882 90.67538647920395 7502.1803 8655.95 2006os "" "" "" +OBSERVED "" 54061.18000000017 35.66592844861341 3917.8131 4076.8319 125.23364958725347 4076.8319 4515.6061 201.36429171023707 4515.6061 5184.0742 98.42960206597785 5184.0742 5522.7254 53.53232393399919 5631.6827 5932.0516 153.6771672221125 5932.0516 6332.5435 421.3968482725369 7772.5474 8635.3718 2006os "" "" "" +CMFGEN 1.04 54061.18000000017 -48.728702758890094 3917.8131 4076.8319 199.81959996896157 4076.8319 4515.6061 -1056.1739449911568 4515.6061 5184.0742 -71.83505653869443 5184.0742 5522.7254 56.37318441988749 5631.6827 5932.0516 67.30098682473866 5932.0516 6332.5435 -94.66999722870892 7772.5474 8635.3718 2006os "" "" "" +CMFGEN 1.02 54061.18000000017 -50.98994384508903 3917.8131 4076.8319 95.25722550513099 4076.8319 4515.6061 -920.4848656504203 4515.6061 5184.0742 -46.4847057982773 5184.0742 5522.7254 57.95111634867955 5631.6827 5932.0516 66.11298581580604 5932.0516 6332.5435 240.84815645203767 7772.5474 8635.3718 2006os "" "" "" +CMFGEN 1.4 54061.18000000017 -39.26306539700483 3917.8131 4076.8319 58.091886690855574 4076.8319 4515.6061 -689.2618295335624 4515.6061 5184.0742 -28.188183045186587 5184.0742 5522.7254 57.60157922270816 5631.6827 5932.0516 58.83925165775136 5932.0516 6332.5435 263.25109312267364 7772.5474 8635.3718 2006os "" "" "" +CMFGEN 1.7 54061.18000000017 -63.43867529958953 3917.8131 4076.8319 229.39012712561646 4076.8319 4515.6061 -1356.0299528252765 4515.6061 5184.0742 -113.96986453428265 5184.0742 5522.7254 64.58099699559692 5631.6827 5932.0516 78.00355863227287 5932.0516 6332.5435 255.7951058671623 7772.5474 8635.3718 2006os "" "" "" +OBSERVED "" 54082.16000000015 58.920700044805535 3941.5211 4111.6703 136.44548200110128 4111.6703 4604.8149 182.6330379554979 4604.8149 5504.5874 39.28796831244104 5299.8315 5631.4784 34.97125315233809 5631.4784 5879.4926 120.24892386296297 5879.4926 6436.0827 829.2430366973517 7658.8505 8847.0116 2006ot 280.75574821140054 3503.1703 4048.2248 +CMFGEN 1.04 54082.16000000015 -44.866928242463956 3941.5211 4111.6703 342.53208255955934 4111.6703 4604.8149 -125.5468798562066 4604.8149 5504.5874 188.74018224869414 5299.8315 5631.4784 84.73518470392432 5631.4784 5879.4926 176.51781261170424 5879.4926 6436.0827 147.16201806491193 7658.8505 8847.0116 2006ot 237.30304873411848 3503.1703 4048.2248 +CMFGEN 1.02 54082.16000000015 -44.33286172183644 3941.5211 4111.6703 313.54606479807387 4111.6703 4604.8149 -107.84451859674674 4604.8149 5504.5874 169.9164297664432 5299.8315 5631.4784 89.38969326595269 5631.4784 5879.4926 148.40178666090134 5879.4926 6436.0827 484.2936777803784 7658.8505 8847.0116 2006ot 205.90663592186493 3503.1703 4048.2248 +CMFGEN 1.4 54082.16000000015 -41.410823571638424 3941.5211 4111.6703 281.02147081240366 4111.6703 4604.8149 -82.38674079200317 4604.8149 5504.5874 142.99266553093128 5299.8315 5631.4784 88.7702432817344 5631.4784 5879.4926 146.36277327515165 5879.4926 6436.0827 469.7422164390722 7658.8505 8847.0116 2006ot 206.68157756611257 3503.1703 4048.2248 +CMFGEN 1.7 54082.16000000015 -55.10592941462977 3941.5211 4111.6703 362.90964262427053 4111.6703 4604.8149 -192.2361320211087 4604.8149 5504.5874 206.84539412873994 5299.8315 5631.4784 104.50114042291158 5631.4784 5879.4926 211.26685881854775 5879.4926 6436.0827 596.9640387424464 7658.8505 8847.0116 2006ot 257.3620564656449 3503.1703 4048.2248 +OBSERVED "" 54087.16000000015 26.52778353043223 3903.5688 4001.7775 265.8789856823651 3903.5688 4588.1417 329.68522474667293 4588.1417 5512.4595 6.920640670338935 5298.711 5512.4595 52.67815362353399 5564.4524 5864.8557 219.55052975859059 5864.8557 6451.2198 "" "" "" 2006ot "" "" "" +CMFGEN 1.04 54087.16000000015 -9.308715133071571 3903.5688 4001.7775 388.79544772306997 3903.5688 4588.1417 -383.3995071082943 4588.1417 5512.4595 66.04027781186105 5298.711 5512.4595 157.3596285902664 5564.4524 5864.8557 192.70780265882826 5864.8557 6451.2198 "" "" "" 2006ot "" "" "" +CMFGEN 1.02 54087.16000000015 -11.476551754779445 3903.5688 4001.7775 366.53350484742623 3903.5688 4588.1417 -355.45783218119925 4588.1417 5512.4595 62.60258012396954 5298.711 5512.4595 161.38518649807298 5564.4524 5864.8557 161.53962240881816 5864.8557 6451.2198 "" "" "" 2006ot "" "" "" +CMFGEN 1.4 54087.16000000015 -11.976858305586132 3903.5688 4001.7775 302.4879454110298 3903.5688 4588.1417 -308.285159139175 4588.1417 5512.4595 54.79499761788513 5298.711 5512.4595 161.04813812182374 5564.4524 5864.8557 153.98597974686263 5864.8557 6451.2198 "" "" "" 2006ot "" "" "" +CMFGEN 1.7 54087.16000000015 -14.257053337740638 3903.5688 4001.7775 392.50744447452206 3903.5688 4588.1417 -479.05648594901743 4588.1417 5512.4595 78.25596401738002 5298.711 5512.4595 167.3445341679213 5564.4524 5864.8557 222.1542953507513 5864.8557 6451.2198 "" "" "" 2006ot "" "" "" +OBSERVED "" 54086.04000000004 38.819148143148546 3951.3902 4146.8868 222.23151525114704 3951.3902 4601.1289 228.32934821069693 4601.1289 5270.9923 12.836986881427661 5270.9923 5506.7382 50.809451925420305 5552.7375 5874.7319 160.36815536079985 5874.7319 6581.9696 "" "" "" 2006py "" "" "" +CMFGEN 1.04 54086.04000000004 -33.607905701855856 3951.3902 4146.8868 431.66051220089344 3951.3902 4601.1289 41.28210380490226 4601.1289 5270.9923 54.18556636661115 5270.9923 5506.7382 165.914453823784 5552.7375 5874.7319 251.384923685052 5874.7319 6581.9696 "" "" "" 2006py "" "" "" +CMFGEN 1.02 54086.04000000004 -26.895349689791658 3951.3902 4146.8868 411.1323078065052 3951.3902 4601.1289 73.77066311682022 4601.1289 5270.9923 58.34096742066007 5270.9923 5506.7382 170.70395936285942 5552.7375 5874.7319 200.61647183134218 5874.7319 6581.9696 "" "" "" 2006py "" "" "" +CMFGEN 1.4 54086.04000000004 -29.311950473660023 3951.3902 4146.8868 363.51399856760656 3951.3902 4601.1289 89.9602798340691 4601.1289 5270.9923 52.95785513961675 5270.9923 5506.7382 171.14946066367355 5552.7375 5874.7319 163.67242789733845 5874.7319 6581.9696 "" "" "" 2006py "" "" "" +CMFGEN 1.7 54086.04000000004 -36.65087110604381 3951.3902 4146.8868 450.6740319037417 3951.3902 4601.1289 25.65608202937402 4601.1289 5270.9923 60.87801952367987 5270.9923 5506.7382 177.50343039881326 5552.7375 5874.7319 305.0749105888326 5874.7319 6581.9696 "" "" "" 2006py "" "" "" +OBSERVED "" -0.32999999996536644 14.92577948151465 3947.3105 4099.332 99.04372203677455 3947.3105 4504.7229 124.84899108596133 4504.7229 5115.79 90.10514666819067 5184.3488 5664.26 23.109466179042222 5664.26 5905.706 100.14835842728674 5905.706 6299.1736 230.63166767806277 7905.833 8499.0152 2007A "" "" "" +CMFGEN 1.04 -0.32999999996536644 11.462621311399147 3947.3105 4099.332 -374.37706783657507 3947.3105 4504.7229 226.8427838685568 4504.7229 5115.79 161.61028523862555 5184.3488 5664.26 2.4988980429660876 5664.26 5905.706 68.38088735500622 5905.706 6299.1736 52.83119598581696 7905.833 8499.0152 2007A "" "" "" +CMFGEN 1.02 -0.32999999996536644 23.006040525244035 3947.3105 4099.332 -376.8309268787871 3947.3105 4504.7229 273.3348559892865 4504.7229 5115.79 182.49413468206686 5184.3488 5664.26 11.41165513341987 5664.26 5905.706 51.632729678626646 5905.706 6299.1736 36.84308104543675 7905.833 8499.0152 2007A "" "" "" +CMFGEN 1.4 -0.32999999996536644 28.44453654557851 3947.3105 4099.332 -396.3865242587903 3947.3105 4504.7229 216.48167804310697 4504.7229 5115.79 79.85871456566679 5184.3488 5664.26 11.716019132515983 5664.26 5905.706 10.335356237412164 5905.706 6299.1736 10.478640853885373 7905.833 8499.0152 2007A "" "" "" +CMFGEN 1.7 -0.32999999996536644 20.20618849649279 3947.3105 4099.332 239.86825697815016 3947.3105 4504.7229 325.1158905606615 4504.7229 5115.79 -3.565680472257128 5184.3488 5664.26 -7.5291797458507075 5664.26 5905.706 75.4758519551155 5905.706 6299.1736 55.85854036252365 7905.833 8499.0152 2007A "" "" "" +OBSERVED "" -7.30999999994674 "" "" "" "" "" "" 127.23195583692879 4537.6068 5124.9924 71.13285943576047 5157.625 5572.0582 19.916549156321672 5572.0582 5846.1715 103.35075930359196 5846.1715 6381.3451 212.69764975849125 7611.5917 8606.884 2007A "" "" "" +CMFGEN 1.04 -7.30999999994674 "" "" "" "" "" "" 206.2969013254394 4537.6068 5124.9924 190.88044999168727 5157.625 5572.0582 -41.31145942029613 5572.0582 5846.1715 153.78506061294485 5846.1715 6381.3451 325.87848419772445 7611.5917 8606.884 2007A "" "" "" +CMFGEN 1.02 -7.30999999994674 "" "" "" "" "" "" 247.04391333804716 4537.6068 5124.9924 224.85529386383345 5157.625 5572.0582 -37.269938738777604 5572.0582 5846.1715 113.39211669174965 5846.1715 6381.3451 300.4207599995121 7611.5917 8606.884 2007A "" "" "" +CMFGEN 1.4 -7.30999999994674 "" "" "" "" "" "" 173.10846883254368 4537.6068 5124.9924 185.60655195091636 5157.625 5572.0582 13.986396694092647 5572.0582 5846.1715 26.239582483982478 5846.1715 6381.3451 238.15291812089134 7611.5917 8606.884 2007A "" "" "" +CMFGEN 1.7 -7.30999999994674 "" "" "" "" "" "" 264.5342529322914 4537.6068 5124.9924 -5.771749280087896 5157.625 5572.0582 -65.30286309504001 5572.0582 5846.1715 150.93817530585062 5846.1715 6381.3451 439.24272893604405 7611.5917 8606.884 2007A "" "" "" +OBSERVED "" -7.300000000170257 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 91.87766797480337 5859.1977 6261.9448 268.5214268626702 7799.7062 8751.6537 2007A "" "" "" +CMFGEN 1.04 -7.300000000170257 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 66.00817334854918 5859.1977 6261.9448 69.26358725211941 7799.7062 8751.6537 2007A "" "" "" +CMFGEN 1.02 -7.300000000170257 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 59.9259923232111 5859.1977 6261.9448 85.88428336179977 7799.7062 8751.6537 2007A "" "" "" +CMFGEN 1.4 -7.300000000170257 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 13.910145013121916 5859.1977 6261.9448 0.4929139423529705 7799.7062 8751.6537 2007A "" "" "" +CMFGEN 1.7 -7.300000000170257 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 94.95422912626005 5859.1977 6261.9448 107.79303087682445 7799.7062 8751.6537 2007A "" "" "" +OBSERVED "" -7.329999999965366 18.429323887659596 3925.3299 4069.9256 110.68313335901863 4069.9256 4565.6822 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007A 139.644187407769 3582.4316 4069.9256 +CMFGEN 1.04 -7.329999999965366 19.201921416349656 3925.3299 4069.9256 -331.2223603355131 4069.9256 4565.6822 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007A 220.56916364489476 3582.4316 4069.9256 +CMFGEN 1.02 -7.329999999965366 25.33575783522634 3925.3299 4069.9256 -459.93868566405183 4069.9256 4565.6822 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007A 189.78296383899618 3582.4316 4069.9256 +CMFGEN 1.4 -7.329999999965366 27.274745219796998 3925.3299 4069.9256 -563.8751316100092 4069.9256 4565.6822 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007A 164.60321477943896 3582.4316 4069.9256 +CMFGEN 1.7 -7.329999999965366 17.899641597106623 3925.3299 4069.9256 -290.1820951482695 4069.9256 4565.6822 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007A 64.797512210003 3582.4316 4069.9256 +OBSERVED "" 84.79000000000087 59.831928707006455 3940.8548 4018.926 415.29961471453635 4018.926 4640.4928 368.7988925302708 4640.4928 5325.1171 77.25966538193484 5235.035 5502.2787 226.4288531501336 5589.3581 5871.6155 420.1743607179585 5871.6155 6493.1823 753.7034540049574 7766.3432 8676.1729 2007N "" "" "" +CMFGEN 1.04 84.79000000000087 -5.821656452764103 3940.8548 4018.926 263.8325397445392 4018.926 4640.4928 227.51435213347946 4640.4928 5325.1171 -0.9053506498683476 5235.035 5502.2787 97.77055384929885 5589.3581 5871.6155 184.48273464350353 5871.6155 6493.1823 316.9311395280617 7766.3432 8676.1729 2007N "" "" "" +CMFGEN 1.02 84.79000000000087 -6.956975772952314 3940.8548 4018.926 232.25531370466376 4018.926 4640.4928 290.31682530798037 4640.4928 5325.1171 -35.3558708621817 5235.035 5502.2787 77.28756386347256 5589.3581 5871.6155 158.83331976722218 5871.6155 6493.1823 464.1179122109467 7766.3432 8676.1729 2007N "" "" "" +CMFGEN 1.4 84.79000000000087 -6.060391050444273 3940.8548 4018.926 243.90531540753432 4018.926 4640.4928 301.303037208001 4640.4928 5325.1171 -28.93777049082692 5235.035 5502.2787 64.86048122625628 5589.3581 5871.6155 171.6314109529106 5871.6155 6493.1823 476.0361667697679 7766.3432 8676.1729 2007N "" "" "" +CMFGEN 1.7 84.79000000000087 -6.19206361551009 3940.8548 4018.926 257.9877810158757 4018.926 4640.4928 258.082713947501 4640.4928 5325.1171 -2.816219040870053 5235.035 5502.2787 132.11280185656955 5589.3581 5871.6155 194.37284929931388 5871.6155 6493.1823 271.0421265987884 7766.3432 8676.1729 2007N "" "" "" +OBSERVED "" 32.85000000005675 -0.2631420883494919 3994.9041 4000.9096 356.90180177658294 3994.9041 4604.46 413.54929349046245 4604.46 5511.2869 33.8140250219932 5295.0897 5511.2869 87.17918644665878 5568.3389 5952.6894 221.00143001009792 5952.6894 6559.2425 584.2678265173296 7757.335 8748.2386 2007N "" "" "" +CMFGEN 1.04 32.85000000005675 0.0007016631819615441 3994.9041 4000.9096 41.844727044885765 3994.9041 4604.46 127.5180754438025 4604.46 5511.2869 12.093849564866247 5295.0897 5511.2869 -69.50222215466101 5568.3389 5952.6894 -29.98138968726785 5952.6894 6559.2425 103.21672190913435 7757.335 8748.2386 2007N "" "" "" +CMFGEN 1.02 32.85000000005675 0.0008110206316319275 3994.9041 4000.9096 -28.254329679538817 3994.9041 4604.46 201.84200348677388 4604.46 5511.2869 18.32565277150059 5295.0897 5511.2869 -41.4432472105841 5568.3389 5952.6894 9.434868628670046 5952.6894 6559.2425 26.258875030766475 7757.335 8748.2386 2007N "" "" "" +CMFGEN 1.4 32.85000000005675 0.0005779695607275403 3994.9041 4000.9096 -26.00735465567122 3994.9041 4604.46 216.048256575352 4604.46 5511.2869 21.915212683561894 5295.0897 5511.2869 -47.02827808899238 5568.3389 5952.6894 -23.3759710905654 5952.6894 6559.2425 -28.916209714165042 7757.335 8748.2386 2007N "" "" "" +CMFGEN 1.7 32.85000000005675 0.0001192468211774022 3994.9041 4000.9096 -4.903352568169042 3994.9041 4604.46 165.35230996073403 4604.46 5511.2869 16.305949289768673 5295.0897 5511.2869 -6.212256590795665 5568.3389 5952.6894 68.45853450677703 5952.6894 6559.2425 114.09011928195285 7757.335 8748.2386 2007N "" "" "" +OBSERVED "" 5.870000000075379 "" "" "" "" "" "" 349.13836852739166 4598.2981 5495.2334 27.74689486943082 5277.9037 5618.9072 26.846275273474514 5618.9072 5905.8785 141.7025317526722 5905.8785 6491.8282 372.10152487821847 7810.215 8566.6664 2007N "" "" "" +CMFGEN 1.04 5.870000000075379 "" "" "" "" "" "" 649.0946482924714 4598.2981 5495.2334 90.1718893478541 5277.9037 5618.9072 -15.911409038793288 5618.9072 5905.8785 152.61198456638783 5905.8785 6491.8282 102.481938525168 7810.215 8566.6664 2007N "" "" "" +CMFGEN 1.02 5.870000000075379 "" "" "" "" "" "" 543.9673516511822 4598.2981 5495.2334 126.735664808958 5277.9037 5618.9072 4.533581265738662 5618.9072 5905.8785 113.28547223154399 5905.8785 6491.8282 91.65236750231777 7810.215 8566.6664 2007N "" "" "" +CMFGEN 1.4 5.870000000075379 "" "" "" "" "" "" 516.0557578393083 4598.2981 5495.2334 56.75978243954556 5277.9037 5618.9072 27.422745777152116 5618.9072 5905.8785 52.39317414687035 5905.8785 6491.8282 48.295848221412655 7810.215 8566.6664 2007N "" "" "" +CMFGEN 1.7 5.870000000075379 "" "" "" "" "" "" 333.89936128377093 4598.2981 5495.2334 32.839154158454704 5277.9037 5618.9072 -30.955533548023023 5618.9072 5905.8785 111.500215761768 5905.8785 6491.8282 147.0070279510753 7810.215 8566.6664 2007N "" "" "" +OBSERVED "" 7.8500000000567525 4.126339641551806 3981.1594 4003.9885 300.11401352812845 3981.1594 4607.9222 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007N 226.93578673883383 3595.1399 3981.1594 +CMFGEN 1.04 7.8500000000567525 0.1439751341436402 3981.1594 4003.9885 -691.304348437618 3981.1594 4607.9222 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007N 66.15631612490269 3595.1399 3981.1594 +CMFGEN 1.02 7.8500000000567525 0.15431883096034196 3981.1594 4003.9885 -915.2898331197197 3981.1594 4607.9222 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007N 1.7273484101979513 3595.1399 3981.1594 +CMFGEN 1.4 7.8500000000567525 0.13201424786642682 3981.1594 4003.9885 -1017.1162253783559 3981.1594 4607.9222 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007N -28.533923644719074 3595.1399 3981.1594 +CMFGEN 1.7 7.8500000000567525 0.09705243455880966 3981.1594 4003.9885 -565.9796695920768 3981.1594 4607.9222 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007N -62.30273203989561 3595.1399 3981.1594 +OBSERVED "" 19.859999999833235 5.249191329804885 3997.9069 4015.9233 351.1576870389629 3997.9069 4595.4518 436.6508076082488 4595.4518 5502.2787 43.706613924314986 5292.087 5502.2787 9.806061598665599 5679.4402 5811.5607 221.77578541698313 5811.5607 6508.196 494.1729163830354 7766.3432 8652.151 2007N "" "" "" +CMFGEN 1.04 19.859999999833235 -0.1110156033039201 3997.9069 4015.9233 67.54185963643944 3997.9069 4595.4518 180.75084069767036 4595.4518 5502.2787 0.13602593960311457 5292.087 5502.2787 -16.335903674121184 5679.4402 5811.5607 45.54067430780544 5811.5607 6508.196 -3.1148440649816145 7766.3432 8652.151 2007N "" "" "" +CMFGEN 1.02 19.859999999833235 0.045956083763883854 3997.9069 4015.9233 -190.0074283849329 3997.9069 4595.4518 -7.065996857650418 4595.4518 5502.2787 52.54723153534894 5292.087 5502.2787 -5.551662265684245 5679.4402 5811.5607 54.36730477537115 5811.5607 6508.196 -28.96552263926597 7766.3432 8652.151 2007N "" "" "" +CMFGEN 1.4 19.859999999833235 0.10729196406191782 3997.9069 4015.9233 -926.5364484588129 3997.9069 4595.4518 526.4675266924805 4595.4518 5502.2787 41.284057372207414 5292.087 5502.2787 3.438741217100921 5679.4402 5811.5607 85.99609452260091 5811.5607 6508.196 63.299131204633646 7766.3432 8652.151 2007N "" "" "" +CMFGEN 1.7 19.859999999833235 -0.046713526093154475 3997.9069 4015.9233 27.274729343231623 3997.9069 4595.4518 100.05735272306863 4595.4518 5502.2787 3.1277268206822675 5292.087 5502.2787 -4.880184514077207 5679.4402 5811.5607 96.57761199447005 5811.5607 6508.196 -475.9694329090679 7766.3432 8652.151 2007N "" "" "" +OBSERVED "" 0.690000000220607 5.612237237395063 3978.9621 4062.9558 96.58810236168124 4062.9558 4482.9242 142.7992496637423 4515.9217 5118.8764 70.21225791172239 5199.8703 5583.8414 11.085200505066489 5583.8414 5880.8191 63.99325916174874 5880.8191 6300.7875 114.8625983179516 7872.6693 8502.622 2007S "" "" "" +CMFGEN 1.04 0.690000000220607 2.6225372932311086 3978.9621 4062.9558 -183.679334274729 4062.9558 4482.9242 218.23420410360364 4515.9217 5118.8764 174.71051897310213 5199.8703 5583.8414 -38.08655170460663 5583.8414 5880.8191 78.7883397733335 5880.8191 6300.7875 65.11485374972469 7872.6693 8502.622 2007S "" "" "" +CMFGEN 1.02 0.690000000220607 5.323065488723474 3978.9621 4062.9558 -226.25708737570676 4062.9558 4482.9242 263.64250815418694 4515.9217 5118.8764 196.49126352350623 5199.8703 5583.8414 -23.8596157016878 5583.8414 5880.8191 62.77076567199727 5880.8191 6300.7875 49.0035586267903 7872.6693 8502.622 2007S "" "" "" +CMFGEN 1.4 0.690000000220607 6.641688100336747 3978.9621 4062.9558 -274.5577432934252 4062.9558 4482.9242 200.60566880689902 4515.9217 5118.8764 154.87844056213945 5199.8703 5583.8414 26.265873344251375 5583.8414 5880.8191 13.301848496850216 5880.8191 6300.7875 20.83369623662117 7872.6693 8502.622 2007S "" "" "" +CMFGEN 1.7 0.690000000220607 4.152322394612237 3978.9621 4062.9558 169.53590685546826 4062.9558 4482.9242 306.92233523577465 4515.9217 5118.8764 10.385359686342984 5199.8703 5583.8414 -63.523229368747984 5583.8414 5880.8191 92.67862089617108 5880.8191 6300.7875 79.34115667577608 7872.6693 8502.622 2007S "" "" "" +OBSERVED "" 34.57999999988533 3.375436962958554 3961.418 4009.2905 253.30993074041925 3961.418 4631.6338 393.0512311723179 4631.6338 5529.2442 25.731504567869926 5283.8974 5529.2442 57.384006091093276 5559.1646 5879.3123 305.39483456359767 5879.3123 6564.4883 378.4795604639636 7740.358 8637.9684 2007S 81.80347315309486 3728.0392 3961.418 +CMFGEN 1.04 34.57999999988533 -0.2905936972833312 3961.418 4009.2905 26.01747814626048 3961.418 4631.6338 99.06272531342488 4631.6338 5529.2442 12.674108454154004 5283.8974 5529.2442 5.810366698546929 5559.1646 5879.3123 97.44523769052783 5879.3123 6564.4883 123.80737055136595 7740.358 8637.9684 2007S -20.709996923759125 3728.0392 3961.418 +CMFGEN 1.02 34.57999999988533 1.0312621591032194 3961.418 4009.2905 -70.73719142882739 3961.418 4631.6338 176.26113989639077 4631.6338 5529.2442 17.877177551769307 5283.8974 5529.2442 10.454246924992193 5559.1646 5879.3123 82.50794132622838 5879.3123 6564.4883 150.65556401454097 7740.358 8637.9684 2007S -41.47825185780456 3728.0392 3961.418 +CMFGEN 1.4 34.57999999988533 1.1925825637153844 3961.418 4009.2905 -96.16735351897755 3961.418 4631.6338 191.6386875450118 4631.6338 5529.2442 21.671035206790197 5283.8974 5529.2442 24.287849276098278 5559.1646 5879.3123 92.43178791517249 5879.3123 6564.4883 136.7663267202424 7740.358 8637.9684 2007S -66.90836228763393 3728.0392 3961.418 +CMFGEN 1.7 34.57999999988533 0.20541444591631644 3961.418 4009.2905 -31.886489606781428 3961.418 4631.6338 142.49865309532453 4631.6338 5529.2442 14.800952613166299 5283.8974 5529.2442 5.610849269406542 5559.1646 5879.3123 76.29188625149746 5879.3123 6564.4883 126.9814652661612 7740.358 8637.9684 2007S -20.708416855499244 3728.0392 3961.418 +OBSERVED "" 6.659999999959837 20.07828611165463 3903.9677 4074.9549 119.59440229632428 4074.9549 4539.9199 193.05654436949447 4539.9199 5208.8696 67.86024443909236 5208.8696 5601.8401 17.697794520376426 5601.8401 5877.8193 144.56475938306 5877.8193 6561.7679 182.4960974723118 7881.6686 8616.6134 2007S "" "" "" +CMFGEN 1.04 6.659999999959837 30.548094747035037 3903.9677 4074.9549 -282.86898529445267 4074.9549 4539.9199 314.8081463685736 4539.9199 5208.8696 167.03239925001637 5208.8696 5601.8401 -25.62134186677084 5601.8401 5877.8193 172.30769045699697 5877.8193 6561.7679 57.938001005797325 7881.6686 8616.6134 2007S "" "" "" +CMFGEN 1.02 6.659999999959837 38.00247471963964 3903.9677 4074.9549 -374.68235423118017 4074.9549 4539.9199 188.13953738051154 4539.9199 5208.8696 191.51811439386512 5208.8696 5601.8401 -8.27938937140232 5601.8401 5877.8193 137.1931092854318 5877.8193 6561.7679 52.21934862959519 7881.6686 8616.6134 2007S "" "" "" +CMFGEN 1.4 6.659999999959837 40.19920395866094 3903.9677 4074.9549 -460.32290598840063 4074.9549 4539.9199 69.16908878075054 4539.9199 5208.8696 136.19849507989989 5208.8696 5601.8401 26.3818652418081 5601.8401 5877.8193 87.1415761015109 5877.8193 6561.7679 -1.83369963108842 7881.6686 8616.6134 2007S "" "" "" +CMFGEN 1.7 6.659999999959837 26.83914815287428 3903.9677 4074.9549 -95.94819869327947 4074.9549 4539.9199 404.35625769691717 4539.9199 5208.8696 26.11024510366558 5208.8696 5601.8401 -41.272213347305915 5601.8401 5877.8193 139.97065110570065 5877.8193 6561.7679 71.095192933981 7881.6686 8616.6134 2007S "" "" "" +OBSERVED "" 12.659999999959837 16.54286558012226 3954.9639 4068.9553 199.4383338958472 3954.9639 4551.919 232.95667385126015 4551.919 5217.8689 19.144037977987043 5217.8689 5502.8475 51.54907271009844 5553.8437 5862.8204 161.20803528054617 5862.8204 6561.7679 211.20110829713644 7908.6666 8709.6064 2007S "" "" "" +CMFGEN 1.04 12.659999999959837 8.014493760104907 3954.9639 4068.9553 -553.6608043050841 3954.9639 4551.919 283.8690421148963 4551.919 5217.8689 133.0854456934548 5217.8689 5502.8475 -63.6822841667093 5553.8437 5862.8204 186.07052795049935 5862.8204 6561.7679 11.79317416131616 7908.6666 8709.6064 2007S "" "" "" +CMFGEN 1.02 12.659999999959837 12.987353530998563 3954.9639 4068.9553 -643.5369567150361 3954.9639 4551.919 164.84795880592492 4551.919 5217.8689 110.33163206974228 5217.8689 5502.8475 -70.58322145357981 5553.8437 5862.8204 148.1675832507043 5862.8204 6561.7679 33.3535344140726 7908.6666 8709.6064 2007S "" "" "" +CMFGEN 1.4 12.659999999959837 14.915672885294542 3954.9639 4068.9553 -699.618115753564 3954.9639 4551.919 43.350093381642566 4551.919 5217.8689 94.61993598374106 5217.8689 5502.8475 -6.672970298735693 5553.8437 5862.8204 92.21841815934646 5862.8204 6561.7679 -41.51935131614621 7908.6666 8709.6064 2007S "" "" "" +CMFGEN 1.7 12.659999999959837 9.643056460644518 3954.9639 4068.9553 -72.46081264151414 3954.9639 4551.919 398.0336042031871 4551.919 5217.8689 -96.1223208358787 5217.8689 5502.8475 -102.21903320804533 5553.8437 5862.8204 156.30945705922556 5862.8204 6561.7679 11.260940861070655 7908.6666 8709.6064 2007S "" "" "" +OBSERVED "" -12.230000000170548 2.5582922746420373 3946.1301 4000.0366 115.76809171446621 3946.1301 4545.3211 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007S 9.04780722045604 3784.4107 3946.1301 +CMFGEN 1.04 -12.230000000170548 1.810331444114418 3946.1301 4000.0366 -535.5223838327992 3946.1301 4545.3211 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007S 20.434618082410594 3784.4107 3946.1301 +CMFGEN 1.02 -12.230000000170548 1.7377131780531652 3946.1301 4000.0366 -604.4719664227068 3946.1301 4545.3211 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007S 15.409115578754164 3784.4107 3946.1301 +CMFGEN 1.4 -12.230000000170548 1.4252670926630533 3946.1301 4000.0366 -651.2373482106348 3946.1301 4545.3211 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007S 12.439639912856885 3784.4107 3946.1301 +CMFGEN 1.7 -12.230000000170548 1.0044532056863402 3946.1301 4000.0366 -13.917859626093758 3946.1301 4545.3211 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007S 1.3427706385390439 3784.4107 3946.1301 +OBSERVED "" -0.32000000002153683 8.162164037740329 3981.9619 4062.9558 104.49716092859815 4062.9558 4488.9237 130.54327210295213 4509.9222 5109.8771 77.71670786816468 5214.8692 5682.834 12.21722352600069 5682.834 5877.8193 234.48306988028418 5877.8193 6564.7677 112.43998351070579 7803.6745 8514.621 2007S "" "" "" +CMFGEN 1.04 -0.32000000002153683 2.197529336827517 3981.9619 4062.9558 -198.41929314855986 4062.9558 4488.9237 218.32987477282853 4509.9222 5109.8771 118.05044408599885 5214.8692 5682.834 -0.5568783632240487 5682.834 5877.8193 172.2882986946356 5877.8193 6564.7677 105.98242888638443 7803.6745 8514.621 2007S "" "" "" +CMFGEN 1.02 -0.32000000002153683 4.79523116597546 3981.9619 4062.9558 -244.3307958479233 4062.9558 4488.9237 265.5818301698745 4509.9222 5109.8771 132.3393674936878 5214.8692 5682.834 7.179246149871127 5682.834 5877.8193 137.08696951777466 5877.8193 6564.7677 88.88508028063359 7803.6745 8514.621 2007S "" "" "" +CMFGEN 1.4 -0.32000000002153683 6.022293237763252 3981.9619 4062.9558 -297.0804485469525 4062.9558 4488.9237 216.69728172748714 4509.9222 5109.8771 20.253394822993897 5214.8692 5682.834 5.693282971529372 5682.834 5877.8193 87.35031853319342 5877.8193 6564.7677 57.276316850062905 7803.6745 8514.621 2007S "" "" "" +CMFGEN 1.7 -0.32000000002153683 3.735186649445663 3981.9619 4062.9558 154.05555301398098 4062.9558 4488.9237 313.5780432147603 4509.9222 5109.8771 4.279902080965279 5214.8692 5682.834 -3.647566903491057 5682.834 5877.8193 139.21082596350067 5877.8193 6564.7677 150.99704848628463 7803.6745 8514.621 2007S "" "" "" +OBSERVED "" 34.2600000000748 -0.20730545047459606 3960.8434 4000.1669 289.7384927875622 3960.8434 4608.1683 426.73915386757744 4608.1683 5548.9069 27.575233059081693 5297.8416 5548.9069 61.91388519777301 5551.9318 5821.1464 253.07233699275554 5821.1464 6495.6952 455.1896185185584 7732.8723 8776.4569 2007af "" "" "" +CMFGEN 1.04 34.2600000000748 -0.20230711925263944 3960.8434 4000.1669 39.61475674587798 3960.8434 4608.1683 140.69742437412123 4608.1683 5548.9069 15.38568248838759 5297.8416 5548.9069 8.672875342040147 5551.9318 5821.1464 130.32053684919205 5821.1464 6495.6952 96.9531955187625 7732.8723 8776.4569 2007af "" "" "" +CMFGEN 1.02 34.2600000000748 0.6164991537261937 3960.8434 4000.1669 -40.688084709961146 3960.8434 4608.1683 213.94249179133357 4608.1683 5548.9069 16.895279906006433 5297.8416 5548.9069 8.744658823069717 5551.9318 5821.1464 108.23407531591869 5821.1464 6495.6952 50.408886536634746 7732.8723 8776.4569 2007af "" "" "" +CMFGEN 1.4 34.2600000000748 0.7090764783395296 3960.8434 4000.1669 -58.00368182145263 3960.8434 4608.1683 228.62949377422433 4608.1683 5548.9069 18.849152515426194 5297.8416 5548.9069 17.77816987040757 5551.9318 5821.1464 102.97364940360416 5821.1464 6495.6952 -13.20217196643403 7732.8723 8776.4569 2007af "" "" "" +CMFGEN 1.7 34.2600000000748 0.16089720972705102 3960.8434 4000.1669 -14.407886395220746 3960.8434 4608.1683 181.59182540046595 4608.1683 5548.9069 18.005755487600858 5297.8416 5548.9069 7.617352149166206 5551.9318 5821.1464 110.12911138026148 5821.1464 6495.6952 106.67502294478093 7732.8723 8776.4569 2007af "" "" "" +OBSERVED "" 4.180000000000291 25.64318214880651 3936.97 4093.776 158.1792712802078 3936.97 4549.1165 188.76844595356636 4549.1165 5224.5885 91.60718822832614 5224.5885 5604.5415 24.14166463624668 5604.5415 5869.9055 119.90243562978154 5869.9055 6337.3081 237.8042110631944 7872.1976 8595.9176 2007af 107.88924109328049 3665.575 3936.97 +CMFGEN 1.04 4.180000000000291 15.5932391604874 3936.97 4093.776 -551.8099759602442 3936.97 4549.1165 266.70757136863284 4549.1165 5224.5885 150.06014503065504 5224.5885 5604.5415 -23.767717313274638 5604.5415 5869.9055 109.67202640274984 5869.9055 6337.3081 65.10012210753888 7872.1976 8595.9176 2007af 20.151503862529584 3665.575 3936.97 +CMFGEN 1.02 4.180000000000291 26.669387445474822 3936.97 4093.776 -623.3724861518858 3936.97 4549.1165 159.1660368325856 4549.1165 5224.5885 177.87318476910804 5224.5885 5604.5415 -7.2636322518207015 5604.5415 5869.9055 83.38775239665415 5869.9055 6337.3081 56.39835543024671 7872.1976 8595.9176 2007af -5.291492344727075 3665.575 3936.97 +CMFGEN 1.4 4.180000000000291 31.64457310146814 3936.97 4093.776 -667.2574889551223 3936.97 4549.1165 43.254849705982394 4549.1165 5224.5885 120.22255346834042 5224.5885 5604.5415 24.57564535901331 5604.5415 5869.9055 16.291329677830365 5869.9055 6337.3081 7.517274714897656 7872.1976 8595.9176 2007af -13.477968488332897 3665.575 3936.97 +CMFGEN 1.7 4.180000000000291 21.991069443813466 3936.97 4093.776 -35.60948805495205 3936.97 4549.1165 407.28352914095206 4549.1165 5224.5885 27.387548760612674 5224.5885 5604.5415 -36.55222999846148 5604.5415 5869.9055 114.93309811529481 5869.9055 6337.3081 80.20720732312412 7872.1976 8595.9176 2007af -59.43574451496406 3665.575 3936.97 +OBSERVED "" 4.2000000000189175 "" "" "" "" "" "" "" "" "" 90.64789594646818 5221.2038 5596.2379 22.813708539862596 5596.2379 5874.4889 117.39760507512031 5874.4889 6316.0613 261.24919724749594 7876.687 8587.437 2007af "" "" "" +CMFGEN 1.04 4.2000000000189175 "" "" "" "" "" "" "" "" "" 154.88257717846835 5221.2038 5596.2379 -28.81091928484891 5596.2379 5874.4889 89.82689501163895 5874.4889 6316.0613 62.31449698814917 7876.687 8587.437 2007af "" "" "" +CMFGEN 1.02 4.2000000000189175 "" "" "" "" "" "" "" "" "" 180.77409577916987 5221.2038 5596.2379 -12.63224220583487 5596.2379 5874.4889 72.05803513892496 5874.4889 6316.0613 53.940273938370126 7876.687 8587.437 2007af "" "" "" +CMFGEN 1.4 4.2000000000189175 "" "" "" "" "" "" "" "" "" 130.6249744549049 5221.2038 5596.2379 26.328714245076295 5596.2379 5874.4889 14.136862195132416 5874.4889 6316.0613 7.549437860847483 7876.687 8587.437 2007af "" "" "" +CMFGEN 1.7 4.2000000000189175 "" "" "" "" "" "" "" "" "" 25.155051100438907 5221.2038 5596.2379 -45.58535903133252 5596.2379 5874.4889 104.09508099791228 5874.4889 6316.0613 76.11690618348653 7876.687 8587.437 2007af "" "" "" +OBSERVED "" -0.7599999999438296 "" "" "" "" "" "" "" "" "" 86.35900674834689 5207.0235 5549.072 22.7811445975019 5555.126 5921.3904 104.78812283237716 5921.3904 6302.7897 210.98217981163742 7870.7645 8597.2394 2007af "" "" "" +CMFGEN 1.04 -0.7599999999438296 "" "" "" "" "" "" "" "" "" 163.86243264411766 5207.0235 5549.072 -71.61495300301702 5555.126 5921.3904 64.80553676176717 5921.3904 6302.7897 66.02182867623762 7870.7645 8597.2394 2007af "" "" "" +CMFGEN 1.02 -0.7599999999438296 "" "" "" "" "" "" "" "" "" 168.6647147666113 5207.0235 5549.072 -74.32995447677943 5555.126 5921.3904 46.551461899359396 5921.3904 6302.7897 57.15287870469477 7870.7645 8597.2394 2007af "" "" "" +CMFGEN 1.4 -0.7599999999438296 "" "" "" "" "" "" "" "" "" 125.8335444738092 5207.0235 5549.072 1.2880057450132503 5555.126 5921.3904 8.218102209403856 5921.3904 6302.7897 7.835621832250066 7870.7645 8597.2394 2007af "" "" "" +CMFGEN 1.7 -0.7599999999438296 "" "" "" "" "" "" "" "" "" -21.888448384517922 5207.0235 5549.072 -131.06242666994643 5555.126 5921.3904 67.44170053448659 5921.3904 6302.7897 82.27516337815712 7870.7645 8597.2394 2007af "" "" "" +OBSERVED "" 41.20000000001892 0.2783106440012696 3974.2178 4001.3673 307.90727825337046 3974.2178 4631.8388 441.01438217646876 4631.8388 5545.8717 30.18300423921978 5298.5096 5545.8717 85.50492651473392 5554.9215 5859.5991 259.3401184552275 5859.5991 6508.1703 507.71590919663765 7717.831 8746.495 2007af "" "" "" +CMFGEN 1.04 41.20000000001892 -0.040196380770972796 3974.2178 4001.3673 50.06350065687732 3974.2178 4631.8388 99.55260415210478 4631.8388 5545.8717 17.525980512681848 5298.5096 5545.8717 26.947479452785124 5554.9215 5859.5991 153.01542518076252 5859.5991 6508.1703 48.92203678782889 7717.831 8746.495 2007af "" "" "" +CMFGEN 1.02 41.20000000001892 0.28344551733095286 3974.2178 4001.3673 -22.061600559443573 3974.2178 4631.8388 195.97314983510122 4631.8388 5545.8717 11.61397419077138 5298.5096 5545.8717 9.989502876138397 5554.9215 5859.5991 124.42002049278747 5859.5991 6508.1703 173.52822130527773 7717.831 8746.495 2007af "" "" "" +CMFGEN 1.4 41.20000000001892 0.37410851922201754 3974.2178 4001.3673 -51.0938915709528 3974.2178 4631.8388 227.6605915591595 4631.8388 5545.8717 19.088584473338276 5298.5096 5545.8717 18.10772995747232 5554.9215 5859.5991 108.81978760252404 5859.5991 6508.1703 125.58391390247206 7717.831 8746.495 2007af "" "" "" +CMFGEN 1.7 41.20000000001892 0.12373510147468468 3974.2178 4001.3673 3.3272629051429305 3974.2178 4631.8388 132.67365697244355 4631.8388 5545.8717 13.099385091617064 5298.5096 5545.8717 18.075205497378207 5554.9215 5859.5991 146.41827996030656 5859.5991 6508.1703 137.24274856543653 7717.831 8746.495 2007af "" "" "" +OBSERVED "" 11.200000000018917 42.364776306064364 3948.4457 4147.4811 261.4581474649161 3948.4457 4596.8187 275.2646271668411 4596.8187 5245.1918 16.704166691204655 5245.1918 5543.745 62.879904228791695 5552.792 5875.4707 143.60326262912932 5875.4707 6400.2005 328.2795124204793 7886.935 8686.0925 2007af 93.25410108413239 3680.0494 3948.4457 +CMFGEN 1.04 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3.7390189519323456 3680.0494 3948.4457 +CMFGEN 1.7 11.200000000018917 31.652307641429733 3948.4457 4147.4811 -451.1858072703778 3948.4457 4596.8187 362.4039832350222 4596.8187 5245.1918 -25.078198107386935 5245.1918 5543.745 -112.31343264875215 5552.792 5875.4707 132.5970913795576 5875.4707 6400.2005 45.49151783158435 7886.935 8686.0925 2007af -48.9597550306809 3680.0494 3948.4457 +OBSERVED "" -10.73000000014872 "" "" "" "" "" "" 131.44206114172476 4506.71 5081.3954 80.73924591625975 5163.9652 5606.539 28.212587786849184 5606.539 5920.304 106.56587025872848 5920.304 6277.0053 245.6956206813657 7726.9301 8506.3885 2007af "" "" "" +CMFGEN 1.04 -10.73000000014872 "" "" "" "" "" "" 206.04120890301834 4506.71 5081.3954 186.18588340433973 5163.9652 5606.539 -20.625627590836512 5606.539 5920.304 51.38699103848571 5920.304 6277.0053 175.82347728553663 7726.9301 8506.3885 2007af "" "" "" +CMFGEN 1.02 -10.73000000014872 "" "" "" "" "" "" 253.96592696926731 4506.71 5081.3954 228.01755389223746 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181.5191427761221 3672.0002 3942.5192 +OBSERVED "" 54169.37000000011 "" "" "" "" "" "" 233.94317439331937 4502.6315 5143.9739 81.72561855761347 5151.1598 5539.1988 46.61227941030967 5627.2262 5903.8837 104.17825738451512 5903.8837 6338.6312 151.4717611156325 7808.1495 8508.7756 2007ai "" "" "" +CMFGEN 1.04 54169.37000000011 "" "" "" "" "" "" -1368.8616393371185 4502.6315 5143.9739 -174.91253734459093 5151.1598 5539.1988 78.24586221616268 5627.2262 5903.8837 56.334652677658326 5903.8837 6338.6312 51.146522358529666 7808.1495 8508.7756 2007ai "" "" "" +CMFGEN 1.02 54169.37000000011 "" "" "" "" "" "" -1312.8020959587614 4502.6315 5143.9739 -199.67373410635773 5151.1598 5539.1988 81.96803466926247 5627.2262 5903.8837 61.53246835689814 5903.8837 6338.6312 180.89661922802594 7808.1495 8508.7756 2007ai "" "" "" +CMFGEN 1.4 54169.37000000011 "" "" "" "" "" "" -1010.544213846744 4502.6315 5143.9739 -167.16885668178992 5151.1598 5539.1988 81.8533997642905 5627.2262 5903.8837 57.3161865395143 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5189.5782 206.19517261340798 5189.5782 5620.0449 -2.5182010079194876 5620.0449 5838.2676 84.17979434703409 5838.2676 6304.6064 40.2361351623457 7912.8777 8540.6416 2007ca -19.96175911506431 3629.1366 3954.9759 +CMFGEN 1.4 4.139999999853899 13.846756754906249 3954.9759 4065.5819 -564.7867791634642 3954.9759 4531.9208 113.92790426650738 4531.9208 5189.5782 137.8456726404185 5189.5782 5620.0449 17.969273401307287 5620.0449 5838.2676 19.48889741980598 5838.2676 6304.6064 3.260433901485147 7912.8777 8540.6416 2007ca -36.44221303617944 3629.1366 3954.9759 +CMFGEN 1.7 4.139999999853899 8.952022591486447 3954.9759 4065.5819 76.32223362001108 3954.9759 4531.9208 367.2070005480301 4531.9208 5189.5782 14.556692831778058 5189.5782 5620.0449 -21.624883501010512 5620.0449 5838.2676 123.74746902090348 5838.2676 6304.6064 53.59677018441932 7912.8777 8540.6416 2007ca -69.9137699771361 3629.1366 3954.9759 +OBSERVED "" 26.630000000113796 "" "" "" "" "" "" "" "" "" 29.7723109504687 5293.4397 5542.179 48.261207668945616 5550.0755 5854.0901 249.5165980152955 5854.0901 6529.2396 430.10580914956824 7749.2465 8641.5492 2007hj "" "" "" +CMFGEN 1.04 26.630000000113796 "" "" "" "" "" "" "" "" "" 8.172563658648786 5293.4397 5542.179 -6.821347799552613 5550.0755 5854.0901 120.7931957727366 5854.0901 6529.2396 60.87712887358932 7749.2465 8641.5492 2007hj "" "" "" +CMFGEN 1.02 26.630000000113796 "" "" "" "" "" "" "" "" "" 16.67063708398152 5293.4397 5542.179 12.564123577941812 5550.0755 5854.0901 103.63893684989922 5854.0901 6529.2396 -3.1711780635225146 7749.2465 8641.5492 2007hj "" "" "" +CMFGEN 1.4 26.630000000113796 "" "" "" "" "" "" "" "" "" 14.232137459724091 5293.4397 5542.179 38.675446626441044 5550.0755 5854.0901 102.948088092777 5854.0901 6529.2396 -263.76484288202965 7749.2465 8641.5492 2007hj "" "" "" +CMFGEN 1.7 26.630000000113796 "" "" "" "" "" "" "" "" "" 15.950753101830317 5293.4397 5542.179 2.662228547613427 5550.0755 5854.0901 103.86661640721381 5854.0901 6529.2396 83.7838379858855 7749.2465 8641.5492 2007hj "" "" "" +OBSERVED "" 11.760000000002037 12.053595743332927 3955.7082 4054.3354 302.20999103608153 3955.7082 4604.2566 358.38705723484816 4604.2566 5438.1046 2.6254142745021216 5288.6695 5500.8673 72.61221766874166 5554.664 5898.3647 188.60436783051279 5898.3647 6475.1843 467.6252614648808 7682.6201 8743.6094 2007hj 99.29570636241675 3656.838 3955.7082 +CMFGEN 1.04 11.760000000002037 6.837329801235134 3955.7082 4054.3354 -728.1461294101782 3955.7082 4604.2566 476.69183723735716 4604.2566 5438.1046 72.92638311648956 5288.6695 5500.8673 -70.86405056002023 5554.664 5898.3647 155.67190407313672 5898.3647 6475.1843 215.3100918866139 7682.6201 8743.6094 2007hj 35.92227570035428 3656.838 3955.7082 +CMFGEN 1.02 11.760000000002037 9.229919761869267 3955.7082 4054.3354 -926.8029904863859 3955.7082 4604.2566 376.46679275674546 4604.2566 5438.1046 59.99886352180973 5288.6695 5500.8673 -74.25530811413817 5554.664 5898.3647 114.90933863273533 5898.3647 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5917.6972 155.85315182211588 5917.6972 6351.7743 497.3583223977951 7734.8338 8698.7843 2007hj 102.86788687546402 3648.5216 3947.8851 +CMFGEN 1.04 5.750000000225555 8.7768118972849 3947.8851 4052.6624 -670.7500298741209 3947.8851 4585.5295 176.4251778824579 4585.5295 5253.1101 111.4576848724625 5253.1101 5630.3082 -8.678417665695232 5630.3082 5917.6972 97.60527628353407 5917.6972 6351.7743 152.4995727193095 7734.8338 8698.7843 2007hj 24.489870569132382 3648.5216 3947.8851 +CMFGEN 1.02 5.750000000225555 11.237910395000092 3947.8851 4052.6624 -825.8129771100314 3947.8851 4585.5295 90.97156093551041 4585.5295 5253.1101 145.6764970945132 5253.1101 5630.3082 10.19131945595105 5630.3082 5917.6972 65.25582231216954 5917.6972 6351.7743 162.5110868242911 7734.8338 8698.7843 2007hj -10.97776981663512 3648.5216 3947.8851 +CMFGEN 1.4 5.750000000225555 11.86606044108161 3947.8851 4052.6624 -895.8790846620955 3947.8851 4585.5295 -29.42946707722045 4585.5295 5253.1101 66.10778203743916 5253.1101 5630.3082 25.42125745148556 5630.3082 5917.6972 11.139537434163625 5917.6972 6351.7743 80.88392536110194 7734.8338 8698.7843 2007hj -22.97684168238173 3648.5216 3947.8851 +CMFGEN 1.7 5.750000000225555 7.742590936292211 3947.8851 4052.6624 -354.13328454751536 3947.8851 4585.5295 382.6141484065206 4585.5295 5253.1101 22.366514707879254 5253.1101 5630.3082 -23.4651155977436 5630.3082 5917.6972 86.38054674175842 5917.6972 6351.7743 240.60933157230494 7734.8338 8698.7843 2007hj -69.11186174655 3648.5216 3947.8851 +OBSERVED "" 26.599999999853026 1.5867276673286992 3970.0358 4008.0035 303.49032000821194 3970.0358 4612.7735 437.618273137771 4612.7735 5526.7085 31.05731900581104 5293.4788 5551.1163 "" "" "" "" "" "" "" "" "" 2007hj 116.7466092192208 3701.5505 3970.0358 +CMFGEN 1.04 26.599999999853026 0.05716169677530737 3970.0358 4008.0035 22.0556301685604 3970.0358 4612.7735 153.9097233323289 4612.7735 5526.7085 9.324727382449392 5293.4788 5551.1163 "" "" "" "" "" "" "" "" "" 2007hj -37.38356181349633 3701.5505 3970.0358 +CMFGEN 1.02 26.599999999853026 0.03990236807104826 3970.0358 4008.0035 -31.966518846579056 3970.0358 4612.7735 169.82450161371105 4612.7735 5526.7085 17.396733936905335 5293.4788 5551.1163 "" "" "" "" "" "" "" "" "" 2007hj -51.75697601514785 3701.5505 3970.0358 +CMFGEN 1.4 26.599999999853026 0.138861701293759 3970.0358 4008.0035 -36.17286999673663 3970.0358 4612.7735 157.7449110257182 4612.7735 5526.7085 13.646882497480872 5293.4788 5551.1163 "" "" "" "" "" "" "" "" "" 2007hj -82.96864014414655 3701.5505 3970.0358 +CMFGEN 1.7 26.599999999853026 -0.027783707478555367 3970.0358 4008.0035 -46.85926934842091 3970.0358 4612.7735 165.24554247017565 4612.7735 5526.7085 17.442769293733758 5293.4788 5551.1163 "" "" "" "" "" "" "" "" "" 2007hj -36.60662218251453 3701.5505 3970.0358 +OBSERVED "" 10.00999999983469 27.904965257801 3942.9113 4120.5806 199.17843015007418 3942.9113 4571.3833 233.091289585501 4571.3833 5205.1589 53.298648121075445 5205.1589 5581.7118 "" "" "" "" "" "" "" "" "" 2007jg 174.84322677701482 3555.7513 3942.9113 +CMFGEN 1.04 10.00999999983469 12.84967297690138 3942.9113 4120.5806 -619.7944654592156 3942.9113 4571.3833 299.7573270012962 4571.3833 5205.1589 172.48751791309132 5205.1589 5581.7118 "" "" "" "" "" "" "" "" "" 2007jg 4.522068829927793 3555.7513 3942.9113 +CMFGEN 1.02 10.00999999983469 29.574157245051307 3942.9113 4120.5806 -740.9956032059229 3942.9113 4571.3833 165.6183023160893 4571.3833 5205.1589 192.50940029917032 5205.1589 5581.7118 "" "" "" "" "" "" "" "" "" 2007jg -66.30020065116094 3555.7513 3942.9113 +CMFGEN 1.4 10.00999999983469 39.20653595888561 3942.9113 4120.5806 -800.600358464299 3942.9113 4571.3833 49.177283108347545 4571.3833 5205.1589 151.96450080522882 5205.1589 5581.7118 "" "" "" "" "" "" "" "" "" 2007jg -94.1348869111834 3555.7513 3942.9113 +CMFGEN 1.7 10.00999999983469 28.748954321410498 3942.9113 4120.5806 -223.31802813349347 3942.9113 4571.3833 354.03405407337004 4571.3833 5205.1589 14.067420008248678 5205.1589 5581.7118 "" "" "" "" "" "" "" "" "" 2007jg -90.59048711664838 3555.7513 3942.9113 +OBSERVED "" 10.049999999871943 "" "" "" "" "" "" "" "" "" 44.23399236814948 5195.2542 5581.3152 47.355028893822315 5581.3152 5894.0247 128.48628112782566 5894.0247 6330.2737 429.0639904786317 7577.2509 8631.1976 2007jg "" "" "" +CMFGEN 1.04 10.049999999871943 "" "" "" "" "" "" "" "" "" 178.33249875470113 5195.2542 5581.3152 -40.70491766887368 5581.3152 5894.0247 90.60541293940625 5894.0247 6330.2737 367.390100286962 7577.2509 8631.1976 2007jg "" "" "" +CMFGEN 1.02 10.049999999871943 "" "" "" "" "" "" "" "" "" 200.46449919699674 5195.2542 5581.3152 -26.885062582655465 5581.3152 5894.0247 68.97428703004945 5894.0247 6330.2737 353.7283257564868 7577.2509 8631.1976 2007jg "" "" "" +CMFGEN 1.4 10.049999999871943 "" "" "" "" "" "" "" "" "" 160.42916842960383 5195.2542 5581.3152 27.19702519104771 5581.3152 5894.0247 12.554599332458471 5894.0247 6330.2737 281.17936947641715 7577.2509 8631.1976 2007jg "" "" "" +CMFGEN 1.7 10.049999999871943 "" "" "" "" "" "" "" "" "" 5.072601642036264 5195.2542 5581.3152 -71.87245945851456 5581.3152 5894.0247 94.68310685393648 5894.0247 6330.2737 487.4765388950478 7577.2509 8631.1976 2007jg "" "" "" +OBSERVED "" 41.899999999965075 0.3698089381177142 3970.4468 4002.0962 307.42111291728486 3970.4468 4608.709 444.61184424652 4608.709 5542.3651 39.514191149387884 5297.0826 5560.8272 "" "" "" "" "" "" "" "" "" 2007jg 207.61914234453604 3543.1804 3970.4468 +CMFGEN 1.04 41.899999999965075 -0.06922078720281075 3970.4468 4002.0962 71.33474967067684 3970.4468 4608.709 120.18029780756567 4608.709 5542.3651 20.66627024166285 5297.0826 5560.8272 "" "" "" "" "" "" "" "" "" 2007jg 88.57845532938617 3543.1804 3970.4468 +CMFGEN 1.02 41.899999999965075 0.46957375362611153 3970.4468 4002.0962 15.599393789707129 3970.4468 4608.709 211.46361736624993 4608.709 5542.3651 13.890068844710266 5297.0826 5560.8272 "" "" "" "" "" "" "" "" "" 2007jg 59.08656184673415 3543.1804 3970.4468 +CMFGEN 1.4 41.899999999965075 0.6130276342641168 3970.4468 4002.0962 -7.130925676712565 3970.4468 4608.709 244.54381059418472 4608.709 5542.3651 22.136985788604726 5297.0826 5560.8272 "" "" "" "" "" "" "" "" "" 2007jg 46.56420621846476 3543.1804 3970.4468 +CMFGEN 1.7 41.899999999965075 0.22878951609766596 3970.4468 4002.0962 31.808046322661134 3970.4468 4608.709 148.55543473323632 4608.709 5542.3651 14.4469912962549 5297.0826 5560.8272 "" "" "" "" "" "" "" "" "" 2007jg 62.72928897933784 3543.1804 3970.4468 +OBSERVED "" 41.94000000000233 "" "" "" "" "" "" "" "" "" "" "" "" 76.11848831622993 5563.9998 5859.8526 256.1409599695552 5859.8526 6503.1602 547.4871487489226 7714.0923 8598.2104 2007jg "" "" "" +CMFGEN 1.04 41.94000000000233 "" "" "" "" "" "" "" "" "" "" "" "" 29.672786836985367 5563.9998 5859.8526 154.08215957361463 5859.8526 6503.1602 109.73090041076712 7714.0923 8598.2104 2007jg "" "" "" +CMFGEN 1.02 41.94000000000233 "" "" "" "" "" "" "" "" "" "" "" "" 13.310424340123337 5563.9998 5859.8526 129.46756102230535 5859.8526 6503.1602 237.73391291670848 7714.0923 8598.2104 2007jg "" "" "" +CMFGEN 1.4 41.94000000000233 "" "" "" "" "" "" "" "" "" "" "" "" 20.281032729520238 5563.9998 5859.8526 112.74021223275058 5859.8526 6503.1602 238.43604255746425 7714.0923 8598.2104 2007jg "" "" "" +CMFGEN 1.7 41.94000000000233 "" "" "" "" "" "" "" "" "" "" "" "" 21.01863644849354 5563.9998 5859.8526 150.7637785692013 5859.8526 6503.1602 183.5450393765987 7714.0923 8598.2104 2007jg "" "" "" +OBSERVED "" 15.04000000009546 6.246223413708012 3959.7634 4001.0968 274.15106041253335 3959.7634 4615.3568 271.7624251988804 4615.3568 5269.8021 0.7138521179221886 5269.8021 5502.8765 85.97970433101852 5563.7284 5872.5806 146.59686804085658 5872.5806 6391.5443 458.84811125437125 7597.1893 8749.8738 2007jg "" "" "" +CMFGEN 1.04 15.04000000009546 0.8343386367200458 3959.7634 4001.0968 -757.4685086339526 3959.7634 4615.3568 149.689168421986 4615.3568 5269.8021 87.97390371336596 5269.8021 5502.8765 -56.32520756609096 5563.7284 5872.5806 141.28121093948835 5872.5806 6391.5443 331.4576710591679 7597.1893 8749.8738 2007jg "" "" "" +CMFGEN 1.02 15.04000000009546 0.8448858943750979 3959.7634 4001.0968 -975.9913527447326 3959.7634 4615.3568 46.03307408868503 4615.3568 5269.8021 74.61802323296854 5269.8021 5502.8765 -52.05144986981141 5563.7284 5872.5806 103.49460154038664 5872.5806 6391.5443 329.54261970675265 7597.1893 8749.8738 2007jg "" "" "" +CMFGEN 1.4 15.04000000009546 0.649022529464701 3959.7634 4001.0968 -1062.0358264320532 3959.7634 4615.3568 -74.54669932032672 4615.3568 5269.8021 57.53978374125809 5269.8021 5502.8765 8.33142079171678 5563.7284 5872.5806 23.157426788574675 5872.5806 6391.5443 234.61841027626656 7597.1893 8749.8738 2007jg "" "" "" +CMFGEN 1.7 15.04000000009546 0.5069269900219804 3959.7634 4001.0968 -582.2622457143503 3959.7634 4615.3568 377.9306703959424 4615.3568 5269.8021 -66.2452286719938 5269.8021 5502.8765 -90.21869898304207 5563.7284 5872.5806 131.12435832616143 5872.5806 6391.5443 452.49487907963726 7597.1893 8749.8738 2007jg "" "" "" +OBSERVED "" 22.969999999797437 108.544645661665 3924.992 4138.6184 221.8247825868512 4138.6184 4548.3129 505.50397807436104 4548.3129 5382.3337 42.46453874525674 5285.7629 5528.6532 114.80096833399278 5554.9907 5879.8199 309.2301719624511 5879.8199 6564.5949 1067.6163647532958 7729.2977 8774.0186 2007jg 225.71261052138976 3582.6045 3924.992 +CMFGEN 1.04 22.969999999797437 -30.089461112265038 3924.992 4138.6184 30.676693374688938 4138.6184 4548.3129 121.07453275196141 4548.3129 5382.3337 9.393901588658595 5285.7629 5528.6532 -47.26260768355353 5554.9907 5879.8199 6.170122604977905 5879.8199 6564.5949 125.72003217941678 7729.2977 8774.0186 2007jg 63.45691466873189 3582.6045 3924.992 +CMFGEN 1.02 22.969999999797437 -48.282641252076345 3924.992 4138.6184 9.517674524428976 4138.6184 4548.3129 104.99933098270803 4548.3129 5382.3337 8.620140512338626 5285.7629 5528.6532 -23.945210576102795 5554.9907 5879.8199 -39.483280051153535 5879.8199 6564.5949 -366.5741175789534 7729.2977 8774.0186 2007jg -68.35937956270632 3582.6045 3924.992 +CMFGEN 1.4 22.969999999797437 62.16287639189858 3924.992 4138.6184 42.374676006060284 4138.6184 4548.3129 157.04732709212723 4548.3129 5382.3337 0.5625353756799809 5285.7629 5528.6532 7.3636349472039155 5554.9907 5879.8199 49.96264953706539 5879.8199 6564.5949 -110.4040283486136 7729.2977 8774.0186 2007jg -195.1105775807034 3582.6045 3924.992 +CMFGEN 1.7 22.969999999797437 -28.406425991327104 3924.992 4138.6184 35.94265703250388 4138.6184 4548.3129 92.91330759311812 4548.3129 5382.3337 17.391958126354808 5285.7629 5528.6532 -9.169210928321366 5554.9907 5879.8199 45.245206228284694 5879.8199 6564.5949 60.50937566614933 7729.2977 8774.0186 2007jg 42.14193028029127 3582.6045 3924.992 +OBSERVED "" -0.9300000001094304 25.193198289893793 3914.022 4075.291 112.27309515633164 4075.291 4483.3604 146.26747161487518 4533.6346 5096.4439 106.59509576806174 5183.281 5623.3431 40.64975447833852 5623.3431 5904.7477 140.21220933324827 5904.7477 6350.686 427.1879299771535 7704.8235 8567.3189 2007jg "" "" "" +CMFGEN 1.04 -0.9300000001094304 25.472323459538053 3914.022 4075.291 -171.80759193972656 4075.291 4483.3604 195.4294476705611 4533.6346 5096.4439 178.4788439403189 5183.281 5623.3431 -13.999237384554373 5623.3431 5904.7477 102.3758470039349 5904.7477 6350.686 206.28747172825706 7704.8235 8567.3189 2007jg "" "" "" +CMFGEN 1.02 -0.9300000001094304 32.976443663107865 3914.022 4075.291 -210.0603610064855 4075.291 4483.3604 240.53106759270892 4533.6346 5096.4439 211.03830520078768 5183.281 5623.3431 5.551346203491291 5623.3431 5904.7477 71.1710716211206 5904.7477 6350.686 183.45146035621053 7704.8235 8567.3189 2007jg "" "" "" +CMFGEN 1.4 -0.9300000001094304 35.45571152859633 3914.022 4075.291 -257.2877236075544 4075.291 4483.3604 215.28926077385523 4533.6346 5096.4439 139.7340345375878 5183.281 5623.3431 25.63160942158804 5623.3431 5904.7477 13.024880995790234 5904.7477 6350.686 137.09291027828806 7704.8235 8567.3189 2007jg "" "" "" +CMFGEN 1.7 -0.9300000001094304 23.67034682778444 3914.022 4075.291 160.64515995624362 4075.291 4483.3604 249.8286999569979 4533.6346 5096.4439 13.310164855838366 5183.281 5623.3431 -27.29869269758509 5623.3431 5904.7477 95.27711401075516 5904.7477 6350.686 296.16011707429243 7704.8235 8567.3189 2007jg "" "" "" +OBSERVED "" 43.97000000009575 17.346469188233907 3949.10053692932 4010.46642266914 223.75786462791476 3949.10053692932 4632.89183517305 226.3377044395691 4632.89183517305 5497.85860560101 28.45266758325576 5299.1500232054 5535.84701105899 34.324997215199865 5608.90163693973 5845.59862479333 118.54304792212857 5845.59862479333 6447.56874205063 "" "" "" 2007jh "" "" "" +CMFGEN 1.04 43.97000000009575 -0.35222826264898394 3949.10053692932 4010.46642266914 83.9813224018447 3949.10053692932 4632.89183517305 103.67421892579608 4632.89183517305 5497.85860560101 19.54996678374629 5299.1500232054 5535.84701105899 33.93414751554449 5608.90163693973 5845.59862479333 146.67845272117708 5845.59862479333 6447.56874205063 "" "" "" 2007jh "" "" "" +CMFGEN 1.02 43.97000000009575 2.3619460304651336 3949.10053692932 4010.46642266914 65.02929896801447 3949.10053692932 4632.89183517305 144.53715516033355 4632.89183517305 5497.85860560101 6.878415082425984 5299.1500232054 5535.84701105899 22.247575212524403 5608.90163693973 5845.59862479333 155.79194059202104 5845.59862479333 6447.56874205063 "" "" "" 2007jh "" "" "" +CMFGEN 1.4 43.97000000009575 3.4430675461219895 3949.10053692932 4010.46642266914 41.174170817226894 3949.10053692932 4632.89183517305 152.96475251437533 4632.89183517305 5497.85860560101 8.929238329761663 5299.1500232054 5535.84701105899 24.943564817931684 5608.90163693973 5845.59862479333 142.9986317251467 5845.59862479333 6447.56874205063 "" "" "" 2007jh "" "" "" +CMFGEN 1.7 43.97000000009575 1.5057789296599584 3949.10053692932 4010.46642266914 66.15679900625241 3949.10053692932 4632.89183517305 117.64996624363908 4632.89183517305 5497.85860560101 14.628182414154226 5299.1500232054 5535.84701105899 26.40057260344201 5608.90163693973 5845.59862479333 159.09838042059187 5845.59862479333 6447.56874205063 "" "" "" 2007jh "" "" "" +OBSERVED "" 2.689999999849533 -11.521117204413539 3997.482 4148.3915 62.62087082761196 4148.3915 4598.4252 170.76346416396882 4598.4252 5183.1996 83.04503761084662 5183.1996 5605.6115 12.993593939052639 5605.6115 5823.2176 "" "" "" "" "" "" 2007le "" "" "" +CMFGEN 1.04 2.689999999849533 -4.1026956819589095 3997.482 4148.3915 -248.3643467773034 4148.3915 4598.4252 260.34160374926034 4598.4252 5183.1996 181.32963936344225 5183.1996 5605.6115 -18.114328080127848 5605.6115 5823.2176 "" "" "" "" "" "" 2007le "" "" "" +CMFGEN 1.02 2.689999999849533 7.393742783053419 3997.482 4148.3915 -312.97433176571326 4148.3915 4598.4252 163.83429136345168 4598.4252 5183.1996 212.9963593037068 5183.1996 5605.6115 -8.932681869291608 5605.6115 5823.2176 "" "" "" "" "" "" 2007le "" "" "" +CMFGEN 1.4 2.689999999849533 17.99409660920039 3997.482 4148.3915 -349.8724903222346 4148.3915 4598.4252 47.831932448487024 4598.4252 5183.1996 155.9697903051085 5183.1996 5605.6115 17.5413876748636 5605.6115 5823.2176 "" "" "" "" "" "" 2007le "" "" "" +CMFGEN 1.7 2.689999999849533 11.73283294150029 3997.482 4148.3915 -520.832093434807 4148.3915 4598.4252 244.6761234074449 4598.4252 5183.1996 8.450839596964663 5183.1996 5605.6115 -26.721633569626746 5605.6115 5823.2176 "" "" "" "" "" "" 2007le "" "" "" +OBSERVED "" 3.729999999886786 16.848163391794714 3913.6351 4070.2402 101.25765949137445 4070.2402 4519.1747 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 134.91786873774035 3571.1921 4070.2402 +CMFGEN 1.04 3.729999999886786 24.6865306907918 3913.6351 4070.2402 -254.3706399127418 4070.2402 4519.1747 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 228.00287142186224 3571.1921 4070.2402 +CMFGEN 1.02 3.729999999886786 31.020708009433935 3913.6351 4070.2402 -324.59947520411447 4070.2402 4519.1747 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 196.5626261861837 3571.1921 4070.2402 +CMFGEN 1.4 3.729999999886786 32.9022637176565 3913.6351 4070.2402 -397.42159019465 4070.2402 4519.1747 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 169.06521697830982 3571.1921 4070.2402 +CMFGEN 1.7 3.729999999886786 21.743139014617668 3913.6351 4070.2402 41.64280096636447 4070.2402 4519.1747 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 68.77622193994404 3571.1921 4070.2402 +OBSERVED "" 4.729999999886786 21.770863070713098 3911.5471 4072.3283 138.28817232648123 3911.5471 4525.4389 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 152.71949064633822 3554.4875 3911.5471 +CMFGEN 1.04 4.729999999886786 26.139224601247154 3911.5471 4072.3283 -452.0472920709119 3911.5471 4525.4389 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le -38.90896600668124 3554.4875 3911.5471 +CMFGEN 1.02 4.729999999886786 32.93324425560934 3911.5471 4072.3283 -462.42499643857775 3911.5471 4525.4389 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le -97.76063282820022 3554.4875 3911.5471 +CMFGEN 1.4 4.729999999886786 34.997136111769194 3911.5471 4072.3283 -484.83481849827945 3911.5471 4525.4389 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le -115.78378724879809 3554.4875 3911.5471 +CMFGEN 1.7 4.729999999886786 23.264435112961795 3911.5471 4072.3283 166.3097712522219 3911.5471 4525.4389 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le -70.00133253606947 3554.4875 3911.5471 +OBSERVED "" 4.7499999999054126 "" "" "" "" "" "" 203.13332036439243 4520.8724 5187.2026 87.03314185576514 5187.2026 5642.4183 16.858857008182838 5642.4183 5863.4288 120.06355690215469 5863.4288 6305.4498 197.0143175991108 7875.6139 8588.1254 2007le "" "" "" +CMFGEN 1.04 4.7499999999054126 "" "" "" "" "" "" 324.2330124278971 4520.8724 5187.2026 170.97201160067954 5187.2026 5642.4183 -6.9330994305944085 5642.4183 5863.4288 90.66194241105521 5863.4288 6305.4498 62.85610317581215 7875.6139 8588.1254 2007le "" "" "" +CMFGEN 1.02 4.7499999999054126 "" "" "" "" "" "" 232.35116777604262 4520.8724 5187.2026 197.27295318740977 5187.2026 5642.4183 4.804154162643953 5642.4183 5863.4288 72.48546549068061 5863.4288 6305.4498 54.5098543602732 7875.6139 8588.1254 2007le "" "" "" +CMFGEN 1.4 4.7499999999054126 "" "" "" "" "" "" 118.59797202469717 4520.8724 5187.2026 107.90991136431154 5187.2026 5642.4183 15.153320563728649 5642.4183 5863.4288 15.731461259503945 5863.4288 6305.4498 7.897442975215931 7875.6139 8588.1254 2007le "" "" "" +CMFGEN 1.7 4.7499999999054126 "" "" "" "" "" "" 381.289293066167 4520.8724 5187.2026 6.491721369150547 5187.2026 5642.4183 -15.029239821150147 5642.4183 5863.4288 107.43492574465623 5863.4288 6305.4498 76.67497833799527 7875.6139 8588.1254 2007le "" "" "" +OBSERVED "" 2.6699999998309067 "" "" "" "" "" "" 181.3012108948721 4514.1165 5179.1017 94.1204490328098 5179.1017 5614.4373 13.480291233071616 5614.4373 5824.1174 115.77320801915181 5824.1174 6303.386 187.81278615515737 7884.9724 8516.0095 2007le "" "" "" +CMFGEN 1.04 2.6699999998309067 "" "" "" "" "" "" 317.1852311450094 4514.1165 5179.1017 181.05603880573295 5179.1017 5614.4373 -15.08133544501575 5614.4373 5824.1174 113.44620433698032 5824.1174 6303.386 57.465974536405454 7884.9724 8516.0095 2007le "" "" "" +CMFGEN 1.02 2.6699999998309067 "" "" "" "" "" "" 246.34299403467145 4514.1165 5179.1017 215.34399817585194 5179.1017 5614.4373 -5.2030200110641545 5614.4373 5824.1174 90.80084503574703 5824.1174 6303.386 46.24606783951482 7884.9724 8516.0095 2007le "" "" "" +CMFGEN 1.4 2.6699999998309067 "" "" "" "" "" "" 146.53562163801544 4514.1165 5179.1017 152.09225290785636 5179.1017 5614.4373 16.759557208244026 5614.4373 5824.1174 20.85715986672512 5824.1174 6303.386 14.512053795622878 7884.9724 8516.0095 2007le "" "" "" +CMFGEN 1.7 2.6699999998309067 "" "" "" "" "" "" 372.5129354807299 4514.1165 5179.1017 6.90939645990963 5179.1017 5614.4373 -23.057241843929297 5614.4373 5824.1174 131.19530600077792 5824.1174 6303.386 70.9595449256784 7884.9724 8516.0095 2007le "" "" "" +OBSERVED "" 3.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 122.33863560449498 5845.3917 6313.072 196.27535971473782 7917.9892 8550.5352 2007le "" "" "" +CMFGEN 1.04 3.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 106.35154366219628 5845.3917 6313.072 42.177645159566055 7917.9892 8550.5352 2007le "" "" "" +CMFGEN 1.02 3.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 84.66535306735915 5845.3917 6313.072 38.298521958882546 7917.9892 8550.5352 2007le "" "" "" +CMFGEN 1.4 3.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 18.35997468654866 5845.3917 6313.072 -0.05629946922024143 7917.9892 8550.5352 2007le "" "" "" +CMFGEN 1.7 3.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 122.56637596226685 5845.3917 6313.072 49.78899990840734 7917.9892 8550.5352 2007le "" "" "" +OBSERVED "" 3.7499999999054126 "" "" "" "" "" "" 189.64402275633702 4510.9765 5187.2026 90.94613274522678 5187.2026 5629.2236 14.69117159679582 5629.2236 5837.0394 118.30298820053467 5837.0394 6325.2417 192.28229309455486 7839.3286 8561.736 2007le "" "" "" +CMFGEN 1.04 3.7499999999054126 "" "" "" "" "" "" 332.40217178114733 4510.9765 5187.2026 173.92202972012944 5187.2026 5629.2236 -11.061866101311136 5629.2236 5837.0394 120.6432844525155 5837.0394 6325.2417 81.91402971087177 7839.3286 8561.736 2007le "" "" "" +CMFGEN 1.02 3.7499999999054126 "" "" "" "" "" "" 242.03780893010247 4510.9765 5187.2026 204.40720502177447 5187.2026 5629.2236 0.020946651144517818 5629.2236 5837.0394 94.69118979211581 5837.0394 6325.2417 72.97695671323947 7839.3286 8561.736 2007le "" "" "" +CMFGEN 1.4 3.7499999999054126 "" "" "" "" "" "" 130.08755802087455 4510.9765 5187.2026 127.00605522254178 5187.2026 5629.2236 16.039187353883044 5629.2236 5837.0394 19.91805478414281 5837.0394 6325.2417 30.312750723597517 7839.3286 8561.736 2007le "" "" "" +CMFGEN 1.7 3.7499999999054126 "" "" "" "" "" "" 400.4884843335434 4510.9765 5187.2026 10.10239307412288 5187.2026 5629.2236 -17.53476728608482 5629.2236 5837.0394 134.52313946863072 5837.0394 6325.2417 112.16923543323038 7839.3286 8561.736 2007le "" "" "" +OBSERVED "" 4.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 119.72952695662158 5838.6625 6302.9782 206.23848355377143 7857.4263 8590.9105 2007le "" "" "" +CMFGEN 1.04 4.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 104.71277547655895 5838.6625 6302.9782 72.629993987501 7857.4263 8590.9105 2007le "" "" "" +CMFGEN 1.02 4.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 83.25993359599164 5838.6625 6302.9782 63.6540684849674 7857.4263 8590.9105 2007le "" "" "" +CMFGEN 1.4 4.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 19.20427004593511 5838.6625 6302.9782 15.554115140587388 7857.4263 8590.9105 2007le "" "" "" +CMFGEN 1.7 4.769999999924039 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 122.59846735708241 5838.6625 6302.9782 92.60303891874925 7857.4263 8590.9105 2007le "" "" "" +OBSERVED "" 10.70999999986816 42.05879683987651 3919.6425 4149.2464 219.15957572564838 3919.6425 4575.2221 268.8854880724257 4575.2221 5212.6752 14.426763753675012 5212.6752 5517.8067 37.64370088952246 5572.1866 5886.3814 125.15076276453541 5886.3814 6303.2938 268.4873934757724 7931.6691 8711.114 2007le "" "" "" +CMFGEN 1.04 10.70999999986816 24.335260376953187 3919.6425 4149.2464 -651.7511507952689 3919.6425 4575.2221 280.23511290012874 4575.2221 5212.6752 148.33783201755332 5212.6752 5517.8067 -48.55322211842473 5572.1866 5886.3814 77.6112182925124 5886.3814 6303.2938 2.382147282959025 7931.6691 8711.114 2007le "" "" "" +CMFGEN 1.02 10.70999999986816 49.38251688547242 3919.6425 4149.2464 -767.3865662110732 3919.6425 4575.2221 149.02135399131944 4575.2221 5212.6752 130.19848337842575 5212.6752 5517.8067 -38.58807871875214 5572.1866 5886.3814 61.243677098441864 5886.3814 6303.2938 25.096452966298337 7931.6691 8711.114 2007le "" "" "" +CMFGEN 1.4 10.70999999986816 66.52995919328743 3919.6425 4149.2464 -819.0067904492906 3919.6425 4575.2221 26.10549085635084 4575.2221 5212.6752 102.07232361253197 5212.6752 5517.8067 19.986854795095738 5572.1866 5886.3814 12.430358151788804 5886.3814 6303.2938 -46.785230674487885 7931.6691 8711.114 2007le "" "" "" +CMFGEN 1.7 10.70999999986816 47.369270334130114 3919.6425 4149.2464 -236.77117423450946 3919.6425 4575.2221 358.569378921772 4575.2221 5212.6752 -79.0469523680155 5212.6752 5517.8067 -81.9855516452877 5572.1866 5886.3814 90.50453691982007 5886.3814 6303.2938 -2.579333969641702 7931.6691 8711.114 2007le "" "" "" +OBSERVED "" 16.720000000110304 44.45737118155455 3919.6425 4146.2253 304.6498802199818 3919.6425 4605.4332 321.27830324858553 4605.4332 5264.0339 -8.673617646910776 5264.0339 5502.7012 82.79328356238837 5554.0599 5865.2337 174.1968115083555 5865.2337 6517.7922 437.43625462269335 7541.9466 8692.9874 2007le "" "" "" +CMFGEN 1.04 16.720000000110304 22.286441249861113 3919.6425 4146.2253 -86.02513292870785 3919.6425 4605.4332 97.61175700980807 4605.4332 5264.0339 38.014749533215046 5264.0339 5502.7012 -20.926708086850606 5554.0599 5865.2337 16.771722593098204 5865.2337 6517.7922 259.763434236084 7541.9466 8692.9874 2007le "" "" "" +CMFGEN 1.02 16.720000000110304 48.844110446222906 3919.6425 4146.2253 -949.3144964229102 3919.6425 4605.4332 56.52865517194151 4605.4332 5264.0339 77.98658544654486 5264.0339 5502.7012 -70.57083379927418 5554.0599 5865.2337 145.50866627584884 5865.2337 6517.7922 412.4525164154687 7541.9466 8692.9874 2007le "" "" "" +CMFGEN 1.4 16.720000000110304 65.30614393785228 3919.6425 4146.2253 -1009.9062811831267 3919.6425 4605.4332 -59.01871961787049 4605.4332 5264.0339 61.670179954893904 5264.0339 5502.7012 -6.171910685524471 5554.0599 5865.2337 75.43123487636531 5865.2337 6517.7922 318.9309149690388 7541.9466 8692.9874 2007le "" "" "" +CMFGEN 1.7 16.720000000110304 46.73455709055365 3919.6425 4146.2253 -473.2052618943311 3919.6425 4605.4332 376.97058532332153 4605.4332 5264.0339 -71.58676020816195 5264.0339 5502.7012 -102.90440145212673 5554.0599 5865.2337 154.07348553921128 5865.2337 6517.7922 535.4623340819022 7541.9466 8692.9874 2007le "" "" "" +OBSERVED "" 22.68000000007305 28.033093524081032 3901.1387 4018.708 389.10201619317553 3901.1387 4604.7173 370.78450152132655 4604.7173 5411.1691 -11.383166906560612 5286.2518 5501.1831 82.02590439193236 5550.7827 5877.7722 210.36347578869055 5877.7722 6481.7922 412.27707600891756 7627.5543 8765.3597 2007le "" "" "" +CMFGEN 1.04 22.68000000007305 6.470833686701565 3901.1387 4018.708 -17.66872060161291 3901.1387 4604.7173 135.77038757376587 4604.7173 5411.1691 6.56502177977717 5286.2518 5501.1831 -48.57692840282103 5550.7827 5877.7722 39.536909584166 5877.7722 6481.7922 118.06549376769817 7627.5543 8765.3597 2007le "" "" "" +CMFGEN 1.02 22.68000000007305 5.581132450828798 3901.1387 4018.708 -60.267088471895676 3901.1387 4604.7173 99.29720551443512 4604.7173 5411.1691 9.99465948777696 5286.2518 5501.1831 -18.50754841327253 5550.7827 5877.7722 13.421934324505969 5877.7722 6481.7922 -562.1133635388953 7627.5543 8765.3597 2007le "" "" "" +CMFGEN 1.4 22.68000000007305 21.770336153754425 3901.1387 4018.708 215.45213716545027 3901.1387 4604.7173 118.33627728957762 4604.7173 5411.1691 2.2245446379368476 5286.2518 5501.1831 4.282160411738162 5550.7827 5877.7722 65.09226592782814 5877.7722 6481.7922 196.33069335312803 7627.5543 8765.3597 2007le "" "" "" +CMFGEN 1.7 22.68000000007305 10.194351290778545 3901.1387 4018.708 -36.928990389492995 3901.1387 4604.7173 106.04116238714076 4604.7173 5411.1691 15.398666139140973 5286.2518 5501.1831 -9.740817941423797 5550.7827 5877.7722 72.21040229636851 5877.7722 6481.7922 -0.0494216267128067 7627.5543 8765.3597 2007le "" "" "" +OBSERVED "" 24.700000000091677 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 211.91874097447155 5865.5794 6511.5838 461.74113784043567 7652.1853 8745.6824 2007le "" "" "" +CMFGEN 1.04 24.700000000091677 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 112.69313158192558 5865.5794 6511.5838 97.78157392343002 7652.1853 8745.6824 2007le "" "" "" +CMFGEN 1.02 24.700000000091677 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 55.802097254931915 5865.5794 6511.5838 -116.71553060003231 7652.1853 8745.6824 2007le "" "" "" +CMFGEN 1.4 24.700000000091677 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 82.09787369324846 5865.5794 6511.5838 -174.2400773764923 7652.1853 8745.6824 2007le "" "" "" +CMFGEN 1.7 24.700000000091677 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 104.78295053631706 5865.5794 6511.5838 65.15848122895565 7652.1853 8745.6824 2007le "" "" "" +OBSERVED "" 24.669999999830907 1.292491769466864 3944.9561 4001.334 329.97891010675653 3944.9561 4606.8735 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le 80.93265746695656 3683.9477 3944.9561 +CMFGEN 1.04 24.669999999830907 0.7863394382912091 3944.9561 4001.334 10.132964671847091 3944.9561 4606.8735 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le -24.558263802576327 3683.9477 3944.9561 +CMFGEN 1.02 24.669999999830907 0.8428636688459741 3944.9561 4001.334 -37.72352352218588 3944.9561 4606.8735 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le -65.59551399253195 3683.9477 3944.9561 +CMFGEN 1.4 24.669999999830907 3.6679494057728763 3944.9561 4001.334 -98.2377570368927 3944.9561 4606.8735 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le -200.98371031847404 3683.9477 3944.9561 +CMFGEN 1.7 24.669999999830907 1.276842594983107 3944.9561 4001.334 -66.34727216232214 3944.9561 4606.8735 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007le -51.51313595688749 3683.9477 3944.9561 +OBSERVED "" 24.689999999849533 "" "" "" "" "" "" 373.5602694998377 4606.6377 5424.7064 -3.2724525726601437 5289.4612 5500.5757 80.67070203992488 5550.0557 5876.6234 207.78167475471886 5876.6234 6516.5643 460.1578072723505 7657.9021 8795.9412 2007le "" "" "" +CMFGEN 1.04 24.689999999849533 "" "" "" "" "" "" 140.53200442580783 4606.6377 5424.7064 6.754987476685777 5289.4612 5500.5757 -23.10970150665255 5550.0557 5876.6234 95.43359595695354 5876.6234 6516.5643 115.23254291532422 7657.9021 8795.9412 2007le "" "" "" +CMFGEN 1.02 24.689999999849533 "" "" "" "" "" "" 122.21781694266858 4606.6377 5424.7064 13.57375421853752 5289.4612 5500.5757 -19.695110478290374 5550.0557 5876.6234 27.47948957056613 5876.6234 6516.5643 -20.146020931144072 7657.9021 8795.9412 2007le "" "" "" +CMFGEN 1.4 24.689999999849533 "" "" "" "" "" "" 111.68133384099946 4606.6377 5424.7064 9.572147416169049 5289.4612 5500.5757 21.40552108410859 5550.0557 5876.6234 62.483870680312236 5876.6234 6516.5643 -171.68402062348855 7657.9021 8795.9412 2007le "" "" "" +CMFGEN 1.7 24.689999999849533 "" "" "" "" "" "" 117.51956462253747 4606.6377 5424.7064 14.48135812190767 5289.4612 5500.5757 1.2541311327840603 5550.0557 5876.6234 94.59390362780994 5876.6234 6516.5643 85.76231534002395 7657.9021 8795.9412 2007le "" "" "" +OBSERVED "" 35.660000000054424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 242.43912169765758 5845.3694 6521.4989 425.11049797637475 7738.5319 8780.5667 2007le "" "" "" +CMFGEN 1.04 35.660000000054424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 126.93921911834379 5845.3694 6521.4989 98.12237862962355 7738.5319 8780.5667 2007le "" "" "" +CMFGEN 1.02 35.660000000054424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 99.75477617415893 5845.3694 6521.4989 73.90368419876195 7738.5319 8780.5667 2007le "" "" "" +CMFGEN 1.4 35.660000000054424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 97.15344889026666 5845.3694 6521.4989 6.576938018541952 7738.5319 8780.5667 2007le "" "" "" +CMFGEN 1.7 35.660000000054424 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 105.35044360906404 5845.3694 6521.4989 118.50139641940609 7738.5319 8780.5667 2007le "" "" "" +OBSERVED "" 35.64999999981228 -0.7885812073460416 3950.0116 4004.6494 304.5865946942246 3950.0116 4619.3237 450.62678346846803 4619.3237 5537.2373 13.375099478724552 5299.5633 5559.0924 48.62114450715849 5559.0924 5829.5491 "" "" "" "" "" "" 2007le 86.09188818072029 3695.9462 3950.0116 +CMFGEN 1.04 35.64999999981228 -0.2821412210386307 3950.0116 4004.6494 35.14135169019846 3950.0116 4619.3237 112.72174620774052 4619.3237 5537.2373 15.80280374665857 5299.5633 5559.0924 11.000539187233752 5559.0924 5829.5491 "" "" "" "" "" "" 2007le 23.29416104798605 3695.9462 3950.0116 +CMFGEN 1.02 35.64999999981228 1.1915907799670373 3950.0116 4004.6494 -42.46020885672206 3950.0116 4619.3237 202.0928348094329 4619.3237 5537.2373 17.559636998322148 5299.5633 5559.0924 11.540682161693796 5559.0924 5829.5491 "" "" "" "" "" "" 2007le -9.936976300178426 3695.9462 3950.0116 +CMFGEN 1.4 35.64999999981228 1.6963627283844185 3950.0116 4004.6494 -66.18136761724129 3950.0116 4619.3237 222.14626302702925 4619.3237 5537.2373 19.059517299657095 5299.5633 5559.0924 18.52480171285855 5559.0924 5829.5491 "" "" "" "" "" "" 2007le -35.089374806003335 3695.9462 3950.0116 +CMFGEN 1.7 35.64999999981228 0.4666904679544582 3950.0116 4004.6494 -19.81155096458069 3950.0116 4619.3237 155.89026775530522 4619.3237 5537.2373 17.786318539486434 5299.5633 5559.0924 9.370795292344821 5559.0924 5829.5491 "" "" "" "" "" "" 2007le 13.912456455562188 3695.9462 3950.0116 +OBSERVED "" 38.70000000009168 1.2466294153119608 3952.8746 4001.2123 311.55896592233046 3952.8746 4620.5387 435.50031566581004 4620.5387 5544.9966 13.109210784310793 5294.245 5554.0599 52.79263785119932 5554.0599 5832.0016 244.43439672349726 5832.0016 6514.7711 447.545199921022 7747.3817 8780.5994 2007le "" "" "" +CMFGEN 1.04 38.70000000009168 -0.0791047886659551 3952.8746 4001.2123 51.7225727403338 3952.8746 4620.5387 108.56432053253013 4620.5387 5544.9966 16.53732467914081 5294.245 5554.0599 17.342780715473967 5554.0599 5832.0016 134.50359909906555 5832.0016 6514.7711 68.76706829475057 7747.3817 8780.5994 2007le "" "" "" +CMFGEN 1.02 38.70000000009168 1.108066291592331 3952.8746 4001.2123 -13.850547101879346 3952.8746 4620.5387 209.95469381211254 4620.5387 5544.9966 17.92254305679058 5294.245 5554.0599 9.52626091833228 5554.0599 5832.0016 104.74406292333258 5832.0016 6514.7711 124.67964848527762 7747.3817 8780.5994 2007le "" "" "" +CMFGEN 1.4 38.70000000009168 1.394522727784016 3952.8746 4001.2123 -40.0131066703128 3952.8746 4620.5387 240.76147851788795 4620.5387 5544.9966 24.011999402948245 5294.245 5554.0599 18.24218187544422 5554.0599 5832.0016 91.8015216823966 5832.0016 6514.7711 54.484333484375504 7747.3817 8780.5994 2007le "" "" "" +CMFGEN 1.7 38.70000000009168 0.7603544320753135 3952.8746 4001.2123 6.005456241774149 3952.8746 4620.5387 152.212563405383 4620.5387 5544.9966 13.656815192365968 5294.245 5554.0599 9.431401355321839 5554.0599 5832.0016 120.68418661661218 5832.0016 6514.7711 136.0580929623811 7747.3817 8780.5994 2007le "" "" "" +OBSERVED "" 44.68999999984953 2.9805846198377184 3961.938 4004.2334 328.06485813838725 3961.938 4620.5387 422.7997436776958 4620.5387 5538.9544 15.215923879861602 5297.2661 5538.9544 64.4257277247907 5557.0811 5841.0649 245.35742667923142 5841.0649 6538.94 472.5332849474517 7759.4661 8720.1773 2007le "" "" "" +CMFGEN 1.04 44.68999999984953 -0.22097263436020328 3961.938 4004.2334 92.60915023207278 3961.938 4620.5387 121.01258853930688 4620.5387 5538.9544 20.948871226829134 5297.2661 5538.9544 51.37750919785298 5557.0811 5841.0649 153.09886149545252 5841.0649 6538.94 111.3764641315307 7759.4661 8720.1773 2007le "" "" "" +CMFGEN 1.02 44.68999999984953 0.9760195685857821 3961.938 4004.2334 69.32159383200523 3961.938 4620.5387 199.38753783455516 4620.5387 5538.9544 8.15423426690674 5297.2661 5538.9544 15.333978064842983 5557.0811 5841.0649 115.99890057396615 5841.0649 6538.94 241.62377617969992 7759.4661 8720.1773 2007le "" "" "" +CMFGEN 1.4 44.68999999984953 1.3824105265610447 3961.938 4004.2334 44.19907828882041 3961.938 4620.5387 230.38601906024655 4620.5387 5538.9544 8.854276020724972 5297.2661 5538.9544 9.085451929968626 5557.0811 5841.0649 90.10351631613311 5841.0649 6538.94 247.92640639058425 7759.4661 8720.1773 2007le "" "" "" +CMFGEN 1.7 44.68999999984953 0.5842834476068074 3961.938 4004.2334 68.55870308650358 3961.938 4620.5387 140.40660983677412 4620.5387 5538.9544 15.6097367933712 5297.2661 5538.9544 39.13616868317097 5557.0811 5841.0649 152.0728585914091 5841.0649 6538.94 187.06305106366403 7759.4661 8720.1773 2007le "" "" "" +OBSERVED "" -9.250000000094587 12.638568173287963 3916.7946 4049.4094 103.96387789439638 4049.4094 4468.3518 161.53060059646492 4501.5055 5137.4541 70.99167799443573 5155.5379 5598.5921 18.05042393137801 5598.5921 5806.5563 143.46903858429945 5806.5563 6315.918 414.4109085352908 7566.7172 8582.4265 2007le -14.309352922911382 3799.2496 4049.4094 +CMFGEN 1.04 -9.250000000094587 19.188112857818027 3916.7946 4049.4094 -154.6072929576461 4049.4094 4468.3518 239.74956022776644 4501.5055 5137.4541 192.49068442403126 5155.5379 5598.5921 -18.460551215997487 5598.5921 5806.5563 130.7399305637905 5806.5563 6315.918 369.8178062355054 7566.7172 8582.4265 2007le 85.82459122086554 3799.2496 4049.4094 +CMFGEN 1.02 -9.250000000094587 21.23005570133634 3916.7946 4049.4094 -192.62652528673473 4049.4094 4468.3518 278.6555844059964 4501.5055 5137.4541 234.0242938246766 5155.5379 5598.5921 -12.481464012379233 5598.5921 5806.5563 106.60325716521086 5806.5563 6315.918 354.614080967227 7566.7172 8582.4265 2007le 81.96535669621119 3799.2496 4049.4094 +CMFGEN 1.4 -9.250000000094587 21.081573384969694 3916.7946 4049.4094 -231.7094744783111 4049.4094 4468.3518 194.71068516686617 4501.5055 5137.4541 184.44146475059028 5155.5379 5598.5921 15.365283404127824 5598.5921 5806.5563 23.459334310130686 5806.5563 6315.918 293.78654309385234 7566.7172 8582.4265 2007le 76.5051434622401 3799.2496 4049.4094 +CMFGEN 1.7 -9.250000000094587 13.881466433357861 3916.7946 4049.4094 195.0721427220991 4049.4094 4468.3518 347.6093455856918 4501.5055 5137.4541 20.395775913242048 5155.5379 5598.5921 -27.128480722678137 5598.5921 5806.5563 148.95875113032025 5806.5563 6315.918 486.75850940338864 7566.7172 8582.4265 2007le 46.40713539333512 3799.2496 4049.4094 +OBSERVED "" -4.299999999908323 "" "" "" "" "" "" "" "" "" 85.4842849773645 5157.9719 5625.6437 16.842685428212842 5625.6437 5839.8676 118.1178812824779 5839.8676 6325.6429 262.75870175076375 7638.1413 8501.0713 2007le "" "" "" +CMFGEN 1.04 -4.299999999908323 "" "" "" "" "" "" "" "" "" 184.65779507204104 5157.9719 5625.6437 -12.677667379583825 5625.6437 5839.8676 118.99591934490944 5839.8676 6325.6429 276.1681385158825 7638.1413 8501.0713 2007le "" "" "" +CMFGEN 1.02 -4.299999999908323 "" "" "" "" "" "" "" "" "" 229.02675168752546 5157.9719 5625.6437 -0.7295524103657366 5625.6437 5839.8676 93.3837450755154 5839.8676 6325.6429 238.40982163553082 7638.1413 8501.0713 2007le "" "" "" +CMFGEN 1.4 -4.299999999908323 "" "" "" "" "" "" "" "" "" 155.19808166841733 5157.9719 5625.6437 16.993682867459107 5625.6437 5839.8676 19.612802784281435 5839.8676 6325.6429 203.11346988792295 7638.1413 8501.0713 2007le "" "" "" +CMFGEN 1.7 -4.299999999908323 "" "" "" "" "" "" "" "" "" 23.744799537458977 5157.9719 5625.6437 -18.82977398076757 5625.6437 5839.8676 132.5962518885387 5839.8676 6325.6429 375.2599357073129 7638.1413 8501.0713 2007le "" "" "" +OBSERVED "" -4.319999999926949 13.775483206861974 3910.7041 4064.3623 102.28830800977153 4064.3623 4483.1562 156.02435714811037 4555.4659 5155.0342 80.85060609168843 5155.0342 5591.9055 17.176695641410443 5591.9055 5841.9767 115.87843557258651 5841.9767 6296.9255 273.4890160196895 7559.333 8550.579 2007le 186.61811397759692 3519.0263 4064.3623 +CMFGEN 1.04 -4.319999999926949 25.172167281712323 3910.7041 4064.3623 -182.84240329948216 4064.3623 4483.1562 208.20774514132543 4555.4659 5155.0342 193.325128220083 5155.0342 5591.9055 -26.970294139759133 5591.9055 5841.9767 98.99616989665803 5841.9767 6296.9255 367.84104724965124 7559.333 8550.579 2007le 261.6164496275286 3519.0263 4064.3623 +CMFGEN 1.02 -4.319999999926949 29.998682392108602 3910.7041 4064.3623 -225.14759075609575 4064.3623 4483.1562 224.7056775357145 4555.4659 5155.0342 233.43480136638863 5155.0342 5591.9055 -17.217804991004684 5591.9055 5841.9767 79.07684650538573 5841.9767 6296.9255 356.5851717802765 7559.333 8550.579 2007le 225.5036168474567 3519.0263 4064.3623 +CMFGEN 1.4 -4.319999999926949 31.37579341337077 3910.7041 4064.3623 -273.3367919024972 4064.3623 4483.1562 126.245047088604 4555.4659 5155.0342 188.59014792483424 5155.0342 5591.9055 21.243066936732 5591.9055 5841.9767 18.85279343133035 5841.9767 6296.9255 300.2488082196568 7559.333 8550.579 2007le 178.71405757396263 3519.0263 4064.3623 +CMFGEN 1.7 -4.319999999926949 20.750780306588286 3910.7041 4064.3623 168.53473197691346 4064.3623 4483.1562 258.583959353796 4555.4659 5155.0342 15.137925272109058 5155.0342 5591.9055 -41.882655199505436 5591.9055 5841.9767 117.53392448096751 5841.9767 6296.9255 484.29228597649774 7559.333 8550.579 2007le 87.98894453220817 3519.0263 4064.3623 +OBSERVED "" 2.7399999998669955 "" "" "" "" "" "" 176.65649406181808 4598.6979 5187.3456 105.53916603249392 5187.3456 5583.6248 46.911295847544956 5583.6248 5902.9565 136.4223660778107 5902.9565 6310.7778 346.0106022880393 7780.4733 8571.1079 2007nq "" "" "" +CMFGEN 1.04 2.7399999998669955 "" "" "" "" "" "" 264.5857207222382 4598.6979 5187.3456 180.83814725413092 5187.3456 5583.6248 -38.150237092637155 5583.6248 5902.9565 75.60377710851878 5902.9565 6310.7778 126.60959264296777 7780.4733 8571.1079 2007nq "" "" "" +CMFGEN 1.02 2.7399999998669955 "" "" "" "" "" "" 159.0941298579902 4598.6979 5187.3456 206.670349903769 5187.3456 5583.6248 -23.02848729862268 5583.6248 5902.9565 57.13595990722857 5902.9565 6310.7778 113.6453657268387 7780.4733 8571.1079 2007nq "" "" "" +CMFGEN 1.4 2.7399999998669955 "" "" "" "" "" "" 34.43160509476363 4598.6979 5187.3456 164.60452042368678 5187.3456 5583.6248 29.888907218259867 5583.6248 5902.9565 10.422458405322743 5902.9565 6310.7778 69.65401742736911 7780.4733 8571.1079 2007nq "" "" "" +CMFGEN 1.7 2.7399999998669955 "" "" "" "" "" "" 259.46510493533094 4598.6979 5187.3456 -4.44105298710523 5187.3456 5583.6248 -70.1017238477072 5583.6248 5902.9565 81.80003217532777 5902.9565 6310.7778 186.66414353255345 7780.4733 8571.1079 2007nq "" "" "" +OBSERVED "" 3.870000000220898 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 147.24406697461058 5893.6473 6321.494 286.27802452764047 7818.9575 8538.5178 2007nq "" "" "" +CMFGEN 1.04 3.870000000220898 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 85.22412019870906 5893.6473 6321.494 95.06652966462178 7818.9575 8538.5178 2007nq "" "" "" +CMFGEN 1.02 3.870000000220898 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 65.28570464666392 5893.6473 6321.494 83.9711937979636 7818.9575 8538.5178 2007nq "" "" "" +CMFGEN 1.4 3.870000000220898 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 11.204382230690502 5893.6473 6321.494 45.15384692910176 7818.9575 8538.5178 2007nq "" "" "" +CMFGEN 1.7 3.870000000220898 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 92.44890486280306 5893.6473 6321.494 135.66127308628901 7818.9575 8538.5178 2007nq "" "" "" +OBSERVED "" 4.850000000202272 54.002493203450385 3926.1467 4129.522 121.92605290442758 4129.522 4615.7159 187.10651336502974 4615.7159 5213.1307 100.02512864776695 5213.1307 5588.1038 39.41942410521241 5588.1038 5899.5221 140.34325512399062 5899.5221 6344.4054 497.7748664731963 7748.9657 8400.402 2007nq "" "" "" +CMFGEN 1.04 4.850000000202272 20.702270737035573 3926.1467 4129.522 -289.82116937722327 4129.522 4615.7159 247.26981170763617 4615.7159 5213.1307 163.6207535609142 5213.1307 5588.1038 -35.436101131474565 5588.1038 5899.5221 99.24143855858523 5899.5221 6344.4054 138.43636375255358 7748.9657 8400.402 2007nq "" "" "" +CMFGEN 1.02 4.850000000202272 41.219600109311415 3926.1467 4129.522 -378.4500995503039 4129.522 4615.7159 109.86235984951298 4615.7159 5213.1307 186.69626169424762 5213.1307 5588.1038 -18.166122345530606 5588.1038 5899.5221 71.53863968887771 5899.5221 6344.4054 113.28284940617684 7748.9657 8400.402 2007nq "" "" "" +CMFGEN 1.4 4.850000000202272 53.31545040767358 3926.1467 4129.522 -437.353336704827 4129.522 4615.7159 -20.92400363856808 4615.7159 5213.1307 141.4743188503017 5213.1307 5588.1038 30.242948887814983 5588.1038 5899.5221 12.663715348639386 5899.5221 6344.4054 96.30614866317379 7748.9657 8400.402 2007nq "" "" "" +CMFGEN 1.7 4.850000000202272 39.164729632091635 3926.1467 4129.522 -617.3499809612756 4129.522 4615.7159 317.1390504774926 4615.7159 5213.1307 18.96649611791732 5213.1307 5588.1038 -62.40823551583804 5588.1038 5899.5221 95.49124425100253 5899.5221 6344.4054 198.4000556775419 7748.9657 8400.402 2007nq "" "" "" +OBSERVED "" 3.8500000002022716 31.867583149011775 3926.1467 4085.0336 163.07843359176255 3926.1467 4539.4502 195.52759696057257 4539.4502 5209.9529 108.967061575691 5209.9529 5600.8147 48.49234355172719 5600.8147 5921.7663 137.11704708479445 5921.7663 6353.9387 259.3851173970143 7831.5869 8546.578 2007nq "" "" "" +CMFGEN 1.04 3.8500000002022716 20.17974769790422 3926.1467 4085.0336 -513.4868704235028 3926.1467 4539.4502 313.31430778983065 4539.4502 5209.9529 166.18685631143669 5209.9529 5600.8147 -23.846742358769074 5600.8147 5921.7663 96.60267422035068 5921.7663 6353.9387 86.43088645895367 7831.5869 8546.578 2007nq "" "" "" +CMFGEN 1.02 3.8500000002022716 29.741768926582314 3926.1467 4085.0336 -557.8563064756471 3926.1467 4539.4502 187.78120807488833 4539.4502 5209.9529 190.68671145108797 5209.9529 5600.8147 -3.8665188986887524 5600.8147 5921.7663 63.700763170492195 5921.7663 6353.9387 77.50249644802987 7831.5869 8546.578 2007nq "" "" "" +CMFGEN 1.4 3.8500000002022716 33.56017938911879 3926.1467 4085.0336 -592.8418974592828 3926.1467 4539.4502 74.71086524174967 4539.4502 5209.9529 137.01475186163185 5209.9529 5600.8147 33.64533889253251 5600.8147 5921.7663 10.651829118775758 5921.7663 6353.9387 36.51327261361689 7831.5869 8546.578 2007nq "" "" "" +CMFGEN 1.7 3.8500000002022716 23.09177685058094 3926.1467 4085.0336 55.535746204301745 3926.1467 4539.4502 406.33854483682876 4539.4502 5209.9529 25.904848003588498 5209.9529 5600.8147 -47.80514899858263 5600.8147 5921.7663 82.9829619324399 5921.7663 6353.9387 122.5498021159525 7831.5869 8546.578 2007nq "" "" "" +OBSERVED "" 4.879999999997381 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 152.32883671079037 5864.4759 6305.2877 391.8108716109435 7653.653 8535.2765 2007nq "" "" "" +CMFGEN 1.04 4.879999999997381 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 89.90241566196183 5864.4759 6305.2877 262.56282213499185 7653.653 8535.2765 2007nq "" "" "" +CMFGEN 1.02 4.879999999997381 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 71.91943127133234 5864.4759 6305.2877 231.24371312716923 7653.653 8535.2765 2007nq "" "" "" +CMFGEN 1.4 4.879999999997381 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 15.568930428073914 5864.4759 6305.2877 186.73605116477796 7653.653 8535.2765 2007nq "" "" "" +CMFGEN 1.7 4.879999999997381 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 106.81438710984654 5864.4759 6305.2877 363.0498910375914 7653.653 8535.2765 2007nq "" "" "" +OBSERVED "" 38.75999999988562 9.98593254626977 3956.3939 4002.9595 381.49159490200196 3956.3939 4631.5959 450.4244222021149 4631.5959 5530.8951 39.928584063883626 5295.1564 5530.8951 72.9600710274381 5559.9986 5813.1994 289.4010667973003 5813.1994 6462.2082 "" "" "" 2007nq "" "" "" +CMFGEN 1.04 38.75999999988562 -0.11614774579518292 3956.3939 4002.9595 42.712718718064835 3956.3939 4631.5959 92.48501300435385 4631.5959 5530.8951 14.79899646582595 5295.1564 5530.8951 15.671973143368787 5559.9986 5813.1994 130.7742523042688 5813.1994 6462.2082 "" "" "" 2007nq "" "" "" +CMFGEN 1.02 38.75999999988562 1.0325280801542718 3956.3939 4002.9595 -32.84996505289426 3956.3939 4631.5959 175.34411524828414 4631.5959 5530.8951 12.02640215339163 5295.1564 5530.8951 7.245276994617969 5559.9986 5813.1994 125.58253476515193 5813.1994 6462.2082 "" "" "" 2007nq "" "" "" +CMFGEN 1.4 38.75999999988562 1.2985353741258934 3956.3939 4002.9595 -62.69252971223458 3956.3939 4631.5959 205.61583898694613 4631.5959 5530.8951 19.061921442390343 5295.1564 5530.8951 13.632185000399913 5559.9986 5813.1994 110.9426031682948 5813.1994 6462.2082 "" "" "" 2007nq "" "" "" +CMFGEN 1.7 38.75999999988562 0.6198587660475192 3956.3939 4002.9595 -7.7490850317372955 3956.3939 4631.5959 129.23066079257438 4631.5959 5530.8951 11.501435008789676 5295.1564 5530.8951 7.7310498512163734 5559.9986 5813.1994 130.28486673068932 5813.1994 6462.2082 "" "" "" 2007nq "" "" "" +OBSERVED "" 3.8199999999415013 34.41156118590213 3921.0289 4118.1579 153.72500173123916 3921.0289 4534.5427 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 101.48562194414083 3647.462 3921.0289 +CMFGEN 1.04 3.8199999999415013 23.835041421405545 3921.0289 4118.1579 -493.93474491398945 3921.0289 4534.5427 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq -1.1337193790610307 3647.462 3921.0289 +CMFGEN 1.02 3.8199999999415013 41.81360424177434 3921.0289 4118.1579 -525.0597077221535 3921.0289 4534.5427 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq -30.40841955473017 3647.462 3921.0289 +CMFGEN 1.4 3.8199999999415013 51.59929168656273 3921.0289 4118.1579 -553.7442455993814 3921.0289 4534.5427 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq -37.83336105849497 3647.462 3921.0289 +CMFGEN 1.7 3.8199999999415013 37.963718080389626 3921.0289 4118.1579 95.33806929227976 3921.0289 4534.5427 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq -64.60953702367429 3647.462 3921.0289 +OBSERVED "" 9.779999999904248 "" "" "" "" "" "" "" "" "" "" "" "" 57.141787282873196 5552.672 5863.3592 155.85241069973785 5863.3592 6430.1074 "" "" "" 2007nq "" "" "" +CMFGEN 1.04 9.779999999904248 "" "" "" "" "" "" "" "" "" "" "" "" -65.25736788151181 5552.672 5863.3592 161.98322468184713 5863.3592 6430.1074 "" "" "" 2007nq "" "" "" +CMFGEN 1.02 9.779999999904248 "" "" "" "" "" "" "" "" "" "" "" "" -73.45620842457994 5552.672 5863.3592 123.99128329033292 5863.3592 6430.1074 "" "" "" 2007nq "" "" "" +CMFGEN 1.4 9.779999999904248 "" "" "" "" "" "" "" "" "" "" "" "" -8.602095618105945 5552.672 5863.3592 37.30804492195895 5863.3592 6430.1074 "" "" "" 2007nq "" "" "" +CMFGEN 1.7 9.779999999904248 "" "" "" "" "" "" "" "" "" "" "" "" -104.70955015036698 5552.672 5863.3592 146.1319997734646 5863.3592 6430.1074 "" "" "" 2007nq "" "" "" +OBSERVED "" 9.759999999885622 40.12525971160622 3943.0539 4149.8374 228.2742324032936 3943.0539 4589.5794 231.7583881661174 4589.5794 5225.6347 27.149474491366327 5225.6347 5544.9712 "" "" "" "" "" "" "" "" "" 2007nq 88.2539173303287 3660.3627 3943.0539 +CMFGEN 1.04 9.759999999885622 11.030609532942105 3943.0539 4149.8374 -699.0563295512509 3943.0539 4589.5794 232.04931396288345 4589.5794 5225.6347 145.00591729740668 5225.6347 5544.9712 "" "" "" "" "" "" "" "" "" 2007nq 23.832465199529977 3660.3627 3943.0539 +CMFGEN 1.02 9.759999999885622 33.6138536535378 3943.0539 4149.8374 -861.4593280995739 3943.0539 4589.5794 117.39310950113558 4589.5794 5225.6347 149.81179445778972 5225.6347 5544.9712 "" "" "" "" "" "" "" "" "" 2007nq -5.623535662075191 3660.3627 3943.0539 +CMFGEN 1.4 9.759999999885622 49.84227587183456 3943.0539 4149.8374 -930.7315653475478 3943.0539 4589.5794 -2.060017461398175 4589.5794 5225.6347 106.4142449167641 5225.6347 5544.9712 "" "" "" "" "" "" "" "" "" 2007nq -14.476701318161506 3660.3627 3943.0539 +CMFGEN 1.7 9.759999999885622 34.82190674024459 3943.0539 4149.8374 -387.9906263394865 3943.0539 4589.5794 357.3097789724405 4589.5794 5225.6347 -22.59456897688912 5225.6347 5544.9712 "" "" "" "" "" "" "" "" "" 2007nq -60.62072532570865 3660.3627 3943.0539 +OBSERVED "" 10.810000000165019 43.779359799859265 3933.111 4148.4772 258.93431965376516 3933.111 4599.582 246.704816628885 4599.582 5234.039 10.643594811093696 5234.039 5510.5226 66.38603373169254 5551.2675 5836.4822 149.52815993134539 5836.4822 6398.1804 "" "" "" 2007nq "" "" "" +CMFGEN 1.04 10.810000000165019 16.203794589093825 3933.111 4148.4772 -743.6565630548678 3933.111 4599.582 197.82784858205198 4599.582 5234.039 123.46617268906381 5234.039 5510.5226 -57.39340951997907 5551.2675 5836.4822 169.43688310523953 5836.4822 6398.1804 "" "" "" 2007nq "" "" "" +CMFGEN 1.02 10.810000000165019 39.841278737996355 3933.111 4148.4772 -918.8637783953255 3933.111 4599.582 96.70594888141358 4599.582 5234.039 106.9834477949003 5234.039 5510.5226 -70.53380522341068 5551.2675 5836.4822 127.11265682675801 5836.4822 6398.1804 "" "" "" 2007nq "" "" "" +CMFGEN 1.4 10.810000000165019 56.42283805264354 3933.111 4148.4772 -986.2158298149695 3933.111 4599.582 -25.095595649967677 4599.582 5234.039 85.11132148628805 5234.039 5510.5226 -12.859515323213804 5551.2675 5836.4822 31.271822659429574 5836.4822 6398.1804 "" "" "" 2007nq "" "" "" +CMFGEN 1.7 10.810000000165019 39.75696113337862 3933.111 4148.4772 -450.5166257773929 3933.111 4599.582 352.2183518178348 4599.582 5234.039 -81.07466130449723 5234.039 5510.5226 -89.57632527219789 5551.2675 5836.4822 163.53972392923498 5836.4822 6398.1804 "" "" "" 2007nq "" "" "" +OBSERVED "" 4.819999999941501 45.37010941236171 3923.0404 4144.3077 162.42946060300966 3923.0404 4586.8423 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 106.39401045256037 3657.5196 3923.0404 +CMFGEN 1.04 4.819999999941501 22.18985177082334 3923.0404 4144.3077 -697.0179901005652 3923.0404 4586.8423 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq 5.860640199415457 3657.5196 3923.0404 +CMFGEN 1.02 4.819999999941501 46.12799483420717 3923.0404 4144.3077 -840.2728936360676 3923.0404 4586.8423 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq -20.567292876887134 3657.5196 3923.0404 +CMFGEN 1.4 4.819999999941501 61.97862386475705 3923.0404 4144.3077 -897.8003803257388 3923.0404 4586.8423 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq -26.99679363149542 3657.5196 3923.0404 +CMFGEN 1.7 4.819999999941501 44.442038670306125 3923.0404 4144.3077 -339.25244603684666 3923.0404 4586.8423 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007nq -57.97766601936037 3657.5196 3923.0404 +OBSERVED "" 16.8199999999415 8.249804620116771 3933.111 4017.5113 304.77978980197275 3933.111 4614.1337 336.6202168298002 4614.1337 5431.943 5.593856357788377 5266.0529 5507.6122 71.40787366633036 5551.2675 5833.5718 217.12635831300668 5833.5718 6502.9531 "" "" "" 2007nq "" "" "" +CMFGEN 1.04 16.8199999999415 4.679372847687328 3933.111 4017.5113 -24.838324903701135 3933.111 4614.1337 67.74994742801455 4614.1337 5431.943 16.56078498864952 5266.0529 5507.6122 -6.95376709196611 5551.2675 5833.5718 50.125876767791375 5833.5718 6502.9531 "" "" "" 2007nq "" "" "" +CMFGEN 1.02 16.8199999999415 6.207993883930658 3933.111 4017.5113 -1001.2917079330126 3933.111 4614.1337 345.0929042564482 4614.1337 5431.943 81.17863339629646 5266.0529 5507.6122 -69.7926346094647 5551.2675 5833.5718 164.56330584287434 5833.5718 6502.9531 "" "" "" 2007nq "" "" "" +CMFGEN 1.4 16.8199999999415 5.891055226262159 3933.111 4017.5113 -1067.842986018246 3933.111 4614.1337 385.68163927524347 4614.1337 5431.943 60.6515042518411 5266.0529 5507.6122 -13.266024969585839 5551.2675 5833.5718 77.10516281931177 5833.5718 6502.9531 "" "" "" 2007nq "" "" "" +CMFGEN 1.7 16.8199999999415 3.813594420831397 3933.111 4017.5113 -552.3124860965933 3933.111 4614.1337 354.7613697081025 4614.1337 5431.943 -66.42913339967406 5266.0529 5507.6122 -87.7259540925636 5551.2675 5833.5718 182.5408474720151 5833.5718 6502.9531 "" "" "" 2007nq "" "" "" +OBSERVED "" 22.77999999990425 79.83805023909976 3906.7869 4067.8321 404.5874306029731 3906.7869 4609.3689 403.55044741465855 4609.3689 5538.4761 16.6562560544989 5287.1747 5538.4761 45.685602335385624 5552.6339 5839.3298 226.98993538631908 5839.3298 6510.4849 320.8310780724519 7690.7072 8560.5462 2007nq "" "" "" +CMFGEN 1.04 22.77999999990425 -6.524316211406889 3906.7869 4067.8321 -22.33801795301898 3906.7869 4609.3689 180.51820155661875 4609.3689 5538.4761 9.8943721334446 5287.1747 5538.4761 -10.728893492840886 5552.6339 5839.3298 106.99007521029692 5839.3298 6510.4849 51.47496785575798 7690.7072 8560.5462 2007nq "" "" "" +CMFGEN 1.02 22.77999999990425 -2.1113726185392925 3906.7869 4067.8321 -58.75305138648895 3906.7869 4609.3689 130.63531977094874 4609.3689 5538.4761 4.899792580058367 5287.1747 5538.4761 17.72075564967374 5552.6339 5839.3298 75.94026197742723 5839.3298 6510.4849 -402.7907294839473 7690.7072 8560.5462 2007nq "" "" "" +CMFGEN 1.4 22.77999999990425 41.9987416264282 3906.7869 4067.8321 195.37943307788422 3906.7869 4609.3689 126.78180069600457 4609.3689 5538.4761 0.6866328819400722 5287.1747 5538.4761 3.9851175802505603 5552.6339 5839.3298 66.05320863467284 5839.3298 6510.4849 276.95832278314566 7690.7072 8560.5462 2007nq "" "" "" +CMFGEN 1.7 22.77999999990425 -1.108022721107735 3906.7869 4067.8321 -43.8684361772989 3906.7869 4609.3689 177.33607055794982 4609.3689 5538.4761 16.953717740945216 5287.1747 5538.4761 17.008374136772822 5552.6339 5839.3298 113.06880257837778 5839.3298 6510.4849 35.173206422942286 7690.7072 8560.5462 2007nq "" "" "" +OBSERVED "" -4.86999999996624 30.722009328463 3920.5258 4104.8547 130.74582577525445 3920.5258 4470.4907 95.69731746025612 4524.8829 5102.0438 67.43586448835475 5201.7627 5585.5295 41.886512693703246 5585.5295 5920.9476 118.82948617602382 5920.9476 6301.6925 225.14694619044698 7797.4762 8558.9661 2007on "" "" "" +CMFGEN 1.04 -4.86999999996624 23.967314807065996 3920.5258 4104.8547 -211.90790575770978 3920.5258 4470.4907 202.44501150280382 4524.8829 5102.0438 172.8926160253412 5201.7627 5585.5295 -36.072455421531025 5585.5295 5920.9476 64.61008506060419 5920.9476 6301.6925 112.16227732387387 7797.4762 8558.9661 2007on "" "" "" +CMFGEN 1.02 -4.86999999996624 38.51109879414341 3920.5258 4104.8547 -185.87013649544872 3920.5258 4470.4907 248.58157167225832 4524.8829 5102.0438 195.25198083345276 5201.7627 5585.5295 -18.745521022939982 5585.5295 5920.9476 46.31816572122947 5920.9476 6301.6925 99.28692600727904 7797.4762 8558.9661 2007on "" "" "" +CMFGEN 1.4 -4.86999999996624 45.537133297811664 3920.5258 4104.8547 -184.5337954562385 3920.5258 4470.4907 210.2200599162569 4524.8829 5102.0438 152.91170814005244 5201.7627 5585.5295 33.548771650548616 5585.5295 5920.9476 8.224400635526422 5920.9476 6301.6925 57.19963151171778 7797.4762 8558.9661 2007on "" "" "" +CMFGEN 1.7 -4.86999999996624 32.88126858622451 3920.5258 4104.8547 330.6503544701071 3920.5258 4470.4907 273.8013454524889 4524.8829 5102.0438 13.178406496617397 5201.7627 5585.5295 -69.80859195298238 5585.5295 5920.9476 67.12274301997122 5920.9476 6301.6925 162.8899390507779 7797.4762 8558.9661 2007on "" "" "" +OBSERVED "" -1.820000000152504 27.866575079292822 3920.5258 4113.9201 141.09307245883022 3920.5258 4524.8829 106.9341680746187 4524.8829 5117.1528 65.5979144836181 5219.8935 5555.3116 44.710582898196975 5555.3116 5917.9258 120.98464239276188 5917.9258 6350.0411 241.98762473126064 7776.3237 8616.38 2007on "" "" "" +CMFGEN 1.04 -1.820000000152504 24.017297420641185 3920.5258 4113.9201 -458.3617502641645 3920.5258 4524.8829 209.99668875946446 4524.8829 5117.1528 153.06929685747485 5219.8935 5555.3116 -70.74877985876643 5555.3116 5917.9258 96.57868613379377 5917.9258 6350.0411 133.49002833820452 7776.3237 8616.38 2007on "" "" "" +CMFGEN 1.02 -1.820000000152504 40.88209518176692 3920.5258 4113.9201 -472.09722965662587 3920.5258 4524.8829 254.87557860112923 4524.8829 5117.1528 164.34983742391356 5219.8935 5555.3116 -73.54020717417224 5555.3116 5917.9258 64.39994700010324 5917.9258 6350.0411 119.36310634113846 7776.3237 8616.38 2007on "" "" "" +CMFGEN 1.4 -1.820000000152504 49.75892832220724 3920.5258 4113.9201 -496.67286229417624 3920.5258 4524.8829 193.7721867351675 4524.8829 5117.1528 121.58671678337573 5219.8935 5555.3116 1.207260055689328 5555.3116 5917.9258 10.432518356787533 5917.9258 6350.0411 63.31251524005184 7776.3237 8616.38 2007on "" "" "" +CMFGEN 1.7 -1.820000000152504 36.441003153296734 3920.5258 4113.9201 159.29064223370602 3920.5258 4524.8829 285.2463930935021 4524.8829 5117.1528 -10.055684962500402 5219.8935 5555.3116 -129.14574530284068 5555.3116 5917.9258 85.76635346302892 5917.9258 6350.0411 193.78798764682887 7776.3237 8616.38 2007on "" "" "" +OBSERVED "" 1.0600000002013985 47.9707050612019 3903.8288 4065.4873 246.46575111924088 3903.8288 4539.4404 140.2137893573707 4539.4404 5228.3257 70.30895893641616 5228.3257 5577.3609 46.656102046562786 5577.3609 5909.8629 136.2760487924727 5909.8629 6437.4917 185.56386340436785 7875.3501 8732.4966 2007on "" "" "" +CMFGEN 1.04 1.0600000002013985 28.833027557553123 3903.8288 4065.4873 -505.49201409932255 3903.8288 4539.4404 260.95027722718316 4539.4404 5228.3257 148.04667746169676 5228.3257 5577.3609 -42.96838869485762 5577.3609 5909.8629 137.48276418550608 5909.8629 6437.4917 19.476891266453727 7875.3501 8732.4966 2007on "" "" "" +CMFGEN 1.02 1.0600000002013985 33.881230158804144 3903.8288 4065.4873 -539.6821002789445 3903.8288 4539.4404 163.95549796864384 4539.4404 5228.3257 170.48164511110923 5228.3257 5577.3609 -30.3879071753005 5577.3609 5909.8629 98.49717718256588 5909.8629 6437.4917 40.03947742632689 7875.3501 8732.4966 2007on "" "" "" +CMFGEN 1.4 1.0600000002013985 35.02990658337428 3903.8288 4065.4873 -568.1405802213308 3903.8288 4539.4404 46.564961662885096 4539.4404 5228.3257 129.32856464374188 5228.3257 5577.3609 27.656543612453504 5577.3609 5909.8629 29.119742696812438 5909.8629 6437.4917 -40.37851898083142 7875.3501 8732.4966 2007on "" "" "" +CMFGEN 1.7 1.0600000002013985 23.117907327233368 3903.8288 4065.4873 79.7355096276015 3903.8288 4539.4404 426.18341651487367 4539.4404 5228.3257 11.797183846856655 5228.3257 5577.3609 -81.2297636772517 5577.3609 5909.8629 106.6395389285289 5909.8629 6437.4917 15.546962622718674 7875.3501 8732.4966 2007on "" "" "" +OBSERVED "" 3.09999999977299 "" "" "" "" "" "" 152.83000306578614 4568.083 5234.5633 63.64451355984992 5234.5633 5587.5999 44.663320539626824 5587.5999 5914.2413 119.80379924024653 5914.2413 6343.1642 273.74604120334936 7804.8018 8619.7555 2007on "" "" "" +CMFGEN 1.04 3.09999999977299 "" "" "" "" "" "" 221.11012927462804 4568.083 5234.5633 140.29932923859414 5234.5633 5587.5999 -34.77040244014141 5587.5999 5914.2413 92.67068865598377 5914.2413 6343.1642 108.37406129505806 7804.8018 8619.7555 2007on "" "" "" +CMFGEN 1.02 3.09999999977299 "" "" "" "" "" "" 126.41931922891918 4568.083 5234.5633 167.91605932953013 5234.5633 5587.5999 -17.15937627955809 5587.5999 5914.2413 64.16791494789707 5914.2413 6343.1642 97.15611839680943 7804.8018 8619.7555 2007on "" "" "" +CMFGEN 1.4 3.09999999977299 "" "" "" "" "" "" 10.91007115857903 4568.083 5234.5633 123.30877022943226 5234.5633 5587.5999 32.644263470980725 5587.5999 5914.2413 10.267159618508854 5914.2413 6343.1642 40.04553844413781 7804.8018 8619.7555 2007on "" "" "" +CMFGEN 1.7 3.09999999977299 "" "" "" "" "" "" 388.3698896164394 4568.083 5234.5633 16.66875324079975 5234.5633 5587.5999 -65.49065145140847 5587.5999 5914.2413 84.47163117306961 5914.2413 6343.1642 155.51414747048236 7804.8018 8619.7555 2007on "" "" "" +OBSERVED "" 3.110000000015134 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 120.07919555394126 5897.1895 6358.2445 291.0738163647902 7795.2551 8613.0387 2007on "" "" "" +CMFGEN 1.04 3.110000000015134 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 108.6671571577393 5897.1895 6358.2445 117.06986233872864 7795.2551 8613.0387 2007on "" "" "" +CMFGEN 1.02 3.110000000015134 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 76.43545987173553 5897.1895 6358.2445 103.93593144144188 7795.2551 8613.0387 2007on "" "" "" +CMFGEN 1.4 3.110000000015134 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 14.43029158759573 5897.1895 6358.2445 49.099063787501834 7795.2551 8613.0387 2007on "" "" "" +CMFGEN 1.7 3.110000000015134 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 100.98101273084639 5897.1895 6358.2445 166.81949240272127 7795.2551 8613.0387 2007on "" "" "" +OBSERVED "" 3.080000000220025 19.650104242032384 3929.1369 4069.0689 180.97524924675184 3929.1369 4553.6097 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 98.93861444965118 3665.9811 3929.1369 +CMFGEN 1.04 3.080000000220025 17.21642466132399 3929.1369 4069.0689 -573.8163025462188 3929.1369 4553.6097 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 13.831276699018419 3665.9811 3929.1369 +CMFGEN 1.02 3.080000000220025 23.1252558578419 3929.1369 4069.0689 -648.5341665386746 3929.1369 4553.6097 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on -9.74014454157378 3665.9811 3929.1369 +CMFGEN 1.4 3.080000000220025 25.066016041565387 3929.1369 4069.0689 -693.2672427634509 3929.1369 4553.6097 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on -17.045446840010026 3665.9811 3929.1369 +CMFGEN 1.7 3.080000000220025 16.51367321429008 3929.1369 4069.0689 -57.60230746089175 3929.1369 4553.6097 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on -59.20699019212105 3665.9811 3929.1369 +OBSERVED "" 9.089999999996508 0.006152103132539777 3958.2849 4001.2282 270.4201750366584 3958.2849 4630.0585 258.71686945081865 4630.0585 5417.352 1.034645704397021 5271.9476 5500.225 63.81281655829813 5551.4556 5897.0109 132.8713351552903 5897.0109 6410.3213 325.53873460550653 7830.7143 8752.1114 2007on 102.22103471838716 3673.252 3958.2849 +CMFGEN 1.04 9.089999999996508 0.9285322487832796 3958.2849 4001.2282 -829.7663235435973 3958.2849 4630.0585 395.2289571863332 4630.0585 5417.352 83.60178997751407 5271.9476 5500.225 -74.50045953131597 5551.4556 5897.0109 132.9828084095331 5897.0109 6410.3213 39.27395902974491 7830.7143 8752.1114 2007on 41.68835953409508 3673.252 3958.2849 +CMFGEN 1.02 9.089999999996508 0.9164455227893347 3958.2849 4001.2282 -1073.988392692055 3958.2849 4630.0585 286.60430835670803 4630.0585 5417.352 70.37886109280649 5271.9476 5500.225 -82.09214696370557 5551.4556 5897.0109 96.52861825155998 5897.0109 6410.3213 59.168181739829485 7830.7143 8752.1114 2007on 16.11213822240632 3673.252 3958.2849 +CMFGEN 1.4 9.089999999996508 0.7133450515001649 3958.2849 4001.2282 -1162.1692805520404 3958.2849 4630.0585 323.58060713348556 4630.0585 5417.352 55.16722904333433 5271.9476 5500.225 -7.8600016167011235 5551.4556 5897.0109 23.43347238047897 5897.0109 6410.3213 -26.122846360098993 7830.7143 8752.1114 2007on 5.761069374685121 3673.252 3958.2849 +CMFGEN 1.7 9.089999999996508 0.5505196977710373 3958.2849 4001.2282 -692.7983163340177 3958.2849 4630.0585 372.39035577448783 4630.0585 5417.352 -65.01026927811117 5271.9476 5500.225 -129.04865060318366 5551.4556 5897.0109 114.34888099020668 5897.0109 6410.3213 59.62376043974301 7830.7143 8752.1114 2007on -53.69948745688609 3673.252 3958.2849 +OBSERVED "" 14.020000000164146 0.25614919251793045 3970.0293 4002.8193 260.94265842998783 3970.0293 4634.0272 325.2307510575183 4634.0272 5492.0327 13.017854289551277 5295.2926 5500.2302 53.78139080541633 5552.1477 5888.2454 "" "" "" "" "" "" 2007on 104.60352658454683 3683.1167 3970.0293 +CMFGEN 1.04 14.020000000164146 0.41414371961455776 3970.0293 4002.8193 -815.1543153770746 3970.0293 4634.0272 606.0345367356658 4634.0272 5492.0327 67.71844601789026 5295.2926 5500.2302 -72.28593780051976 5552.1477 5888.2454 "" "" "" "" "" "" 2007on 54.15371525297679 3683.1167 3970.0293 +CMFGEN 1.02 14.020000000164146 0.4250826537818312 3970.0293 4002.8193 -1070.4237468736071 3970.0293 4634.0272 496.2289849916158 4634.0272 5492.0327 54.836620930309266 5295.2926 5500.2302 -78.97267408423932 5552.1477 5888.2454 "" "" "" "" "" "" 2007on 30.91338161507007 3683.1167 3970.0293 +CMFGEN 1.4 14.020000000164146 0.37092458895946506 3970.0293 4002.8193 -1165.9561874975261 3970.0293 4634.0272 472.38319732856166 4634.0272 5492.0327 38.05199288009366 5295.2926 5500.2302 -7.508701428483159 5552.1477 5888.2454 "" "" "" "" "" "" 2007on 21.032929966344334 3683.1167 3970.0293 +CMFGEN 1.7 14.020000000164146 0.2699613029151038 3970.0293 4002.8193 -729.0440521844366 3970.0293 4634.0272 288.6937742483899 4634.0272 5492.0327 -34.690851273138065 5295.2926 5500.2302 -121.37962702971218 5552.1477 5888.2454 "" "" "" "" "" "" 2007on -41.6791624705154 3683.1167 3970.0293 +OBSERVED "" 14.040000000182772 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 165.555253133379 5894.4243 6503.0779 327.5461777013769 7696.5165 8667.1798 2007on "" "" "" +CMFGEN 1.04 14.040000000182772 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 158.29882314652156 5894.4243 6503.0779 209.73886956960914 7696.5165 8667.1798 2007on "" "" "" +CMFGEN 1.02 14.040000000182772 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 122.4982546491673 5894.4243 6503.0779 200.8997185342111 7696.5165 8667.1798 2007on "" "" "" +CMFGEN 1.4 14.040000000182772 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 59.75649181298171 5894.4243 6503.0779 123.25971015164652 7696.5165 8667.1798 2007on "" "" "" +CMFGEN 1.7 14.040000000182772 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 123.03212280249252 5894.4243 6503.0779 316.32435034424606 7696.5165 8667.1798 2007on "" "" "" +OBSERVED "" 17.020000000164146 -0.03930200798184341 3953.7655 4002.114 254.66420003144503 3953.7655 4630.6453 346.1550511310333 4630.6453 5506.9631 21.46434611622011 5295.4381 5506.9631 25.80150028117837 5552.2898 5800.0762 206.1024952450063 5800.0762 6519.2611 350.44629589028153 7694.7355 8628.4672 2007on "" "" "" +CMFGEN 1.04 17.020000000164146 1.205766058033853 3953.7655 4002.114 -41.71690436440821 3953.7655 4630.6453 91.9382799427171 4630.6453 5506.9631 -2.093623920322181 5295.4381 5506.9631 -0.9952664680225259 5552.2898 5800.0762 61.847957937373906 5800.0762 6519.2611 -117.43785851318341 7694.7355 8628.4672 2007on "" "" "" +CMFGEN 1.02 17.020000000164146 1.2997000991246668 3953.7655 4002.114 -1083.5108349141592 3953.7655 4630.6453 542.6131932875799 4630.6453 5506.9631 60.09651660159591 5295.4381 5506.9631 -58.156931652863776 5552.2898 5800.0762 193.28482209145852 5800.0762 6519.2611 198.56827338377695 7694.7355 8628.4672 2007on "" "" "" +CMFGEN 1.4 17.020000000164146 1.0770316747199176 3953.7655 4002.114 -1167.471536082236 3953.7655 4630.6453 493.0070539431073 4630.6453 5506.9631 38.73749572321896 5295.4381 5506.9631 -14.755427798339715 5552.2898 5800.0762 94.3083621887115 5800.0762 6519.2611 133.98864092738836 7694.7355 8628.4672 2007on "" "" "" +CMFGEN 1.7 17.020000000164146 0.7240246875977916 3953.7655 4002.114 -690.6152428148407 3953.7655 4630.6453 319.0824357460396 4630.6453 5506.9631 -30.314859134067717 5295.4381 5506.9631 -65.71349448715597 5552.2898 5800.0762 214.2270308400109 5800.0762 6519.2611 320.77904024260704 7694.7355 8628.4672 2007on "" "" "" +OBSERVED "" 23.049999999959255 0.24751839084182292 3959.809 4002.114 255.7882279421674 3959.809 4636.6889 343.1913438186011 4636.6889 5497.8977 20.88732266903731 5298.4599 5519.0502 35.14742058620135 5558.3334 5809.1416 216.87376519358884 5809.1416 6470.9125 370.50554437514995 7730.9969 8622.4236 2007on "" "" "" +CMFGEN 1.04 23.049999999959255 -0.1271375840915663 3959.809 4002.114 -28.787091221098915 3959.809 4636.6889 124.50667873521525 4636.6889 5497.8977 5.059811864293526 5298.4599 5519.0502 1.800310094597884 5558.3334 5809.1416 144.30825484285342 5809.1416 6470.9125 42.71810018638365 7730.9969 8622.4236 2007on "" "" "" +CMFGEN 1.02 23.049999999959255 -0.12899646873982698 3959.809 4002.114 -40.30358716134057 3959.809 4636.6889 114.87669763270246 4636.6889 5497.8977 7.045816162182176 5298.4599 5519.0502 31.16969211665257 5558.3334 5809.1416 121.48124320303259 5809.1416 6470.9125 -383.92444611594635 7730.9969 8622.4236 2007on "" "" "" +CMFGEN 1.4 23.049999999959255 1.2218190069584483 3959.809 4002.114 -4.302523962859098 3959.809 4636.6889 83.58803263382178 4636.6889 5497.8977 0.192578579845922 5298.4599 5519.0502 7.965176542544437 5558.3334 5809.1416 78.35085513033415 5809.1416 6470.9125 82.04025561251976 7730.9969 8622.4236 2007on "" "" "" +CMFGEN 1.7 23.049999999959255 0.09215332229265459 3959.809 4002.114 -57.177656793376364 3959.809 4636.6889 149.82629088128198 4636.6889 5497.8977 12.9559222965031 5298.4599 5519.0502 16.436848343595745 5558.3334 5809.1416 121.98998870034536 5809.1416 6470.9125 34.46864928405907 7730.9969 8622.4236 2007on "" "" "" +OBSERVED "" 24.040000000182772 0.27064863178923837 3953.7655 4002.114 257.2425420829809 3953.7655 4630.6453 347.5857864354026 4630.6453 5519.0502 23.057479551543775 5295.4381 5519.0502 37.81720445160344 5558.3334 5806.1198 222.59309439911993 5806.1198 6464.869 389.7765761463843 7700.7791 8661.7068 2007on "" "" "" +CMFGEN 1.04 24.040000000182772 0.11260867636334543 3953.7655 4002.114 -18.077030583725417 3953.7655 4630.6453 143.80814004772446 4630.6453 5519.0502 5.75845943481774 5295.4381 5519.0502 1.7835572081059812 5558.3334 5806.1198 149.05401855537417 5806.1198 6464.869 55.40045835330749 7700.7791 8661.7068 2007on "" "" "" +CMFGEN 1.02 24.040000000182772 0.18561886036078334 3953.7655 4002.114 -28.682543620565287 3953.7655 4630.6453 151.49081257134068 4630.6453 5519.0502 11.32166899083489 5295.4381 5519.0502 28.087255503376404 5558.3334 5806.1198 131.76256064356818 5806.1198 6464.869 -174.3255013810445 7700.7791 8661.7068 2007on "" "" "" +CMFGEN 1.4 24.040000000182772 2.4408654383099435 3953.7655 4002.114 -117.12325450904025 3953.7655 4630.6453 106.18473832328696 4630.6453 5519.0502 4.744626060444246 5295.4381 5519.0502 29.02712581577501 5558.3334 5806.1198 97.45414804503295 5806.1198 6464.869 -34.706019719269534 7700.7791 8661.7068 2007on "" "" "" +CMFGEN 1.7 24.040000000182772 0.399858674832965 3953.7655 4002.114 -70.83973455015345 3953.7655 4630.6453 160.1182927302301 4630.6453 5519.0502 14.895513413817921 5295.4381 5519.0502 12.060500626437397 5558.3334 5806.1198 119.91595944949376 5806.1198 6464.869 45.683325094738805 7700.7791 8661.7068 2007on "" "" "" +OBSERVED "" 285.19000000008964 "" "" "" "" "" "" 266.33139704282235 4691.6009 5204.5367 118.54538153511915 5204.5367 5543.3964 190.63675767763957 5561.3616 5946.0634 425.17967011522677 5946.0634 6599.0034 "" "" "" 2007on "" "" "" +CMFGEN 1.04 285.19000000008964 "" "" "" "" "" "" 188.8642450681188 4691.6009 5204.5367 15.438183895042833 5204.5367 5543.3964 133.81550912846018 5561.3616 5946.0634 243.14922466100862 5946.0634 6599.0034 "" "" "" 2007on "" "" "" +CMFGEN 1.02 285.19000000008964 "" "" "" "" "" "" 217.573924866424 4691.6009 5204.5367 22.694146340270773 5204.5367 5543.3964 134.28772858555578 5561.3616 5946.0634 176.62034737562078 5946.0634 6599.0034 "" "" "" 2007on "" "" "" +CMFGEN 1.4 285.19000000008964 "" "" "" "" "" "" 228.12013889493403 4691.6009 5204.5367 25.364260918371954 5204.5367 5543.3964 136.71968768681634 5561.3616 5946.0634 128.2130535660993 5946.0634 6599.0034 "" "" "" 2007on "" "" "" +CMFGEN 1.7 285.19000000008964 "" "" "" "" "" "" 192.09791117846504 4691.6009 5204.5367 -5.5323064686668175 5204.5367 5543.3964 111.10769309906783 5561.3616 5946.0634 281.5709334327129 5946.0634 6599.0034 "" "" "" 2007on "" "" "" +OBSERVED "" 32.02999999994063 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 221.64210338174286 5813.0554 6489.4937 412.4855157578822 7694.2942 8693.8075 2007on "" "" "" +CMFGEN 1.04 32.02999999994063 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 134.03804288476613 5813.0554 6489.4937 72.71908963800709 7694.2942 8693.8075 2007on "" "" "" +CMFGEN 1.02 32.02999999994063 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 113.90680747873127 5813.0554 6489.4937 41.59618982273888 7694.2942 8693.8075 2007on "" "" "" +CMFGEN 1.4 32.02999999994063 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 106.88655726137615 5813.0554 6489.4937 -18.14057851043568 7694.2942 8693.8075 2007on "" "" "" +CMFGEN 1.7 32.02999999994063 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 108.8597839597991 5813.0554 6489.4937 93.40030832412356 7694.2942 8693.8075 2007on "" "" "" +OBSERVED "" 32.009999999922 "" "" "" "" "" "" 347.8817916991791 4607.6759 5524.9112 24.016314984797916 5293.9526 5524.9112 60.321109863709616 5551.3064 5818.5584 212.88744324591838 5818.5584 6488.3382 406.17702924652536 7689.3225 8656.0489 2007on "" "" "" +CMFGEN 1.04 32.009999999922 "" "" "" "" "" "" 141.08923651641012 4607.6759 5524.9112 14.880424926669551 5293.9526 5524.9112 6.789589960460174 5551.3064 5818.5584 135.1479859088106 5818.5584 6488.3382 70.65035135714137 7689.3225 8656.0489 2007on "" "" "" +CMFGEN 1.02 32.009999999922 "" "" "" "" "" "" 200.228206961999 4607.6759 5524.9112 17.94400326011987 5293.9526 5524.9112 7.327280500185375 5551.3064 5818.5584 115.63148765391587 5818.5584 6488.3382 82.52573491346527 7689.3225 8656.0489 2007on "" "" "" +CMFGEN 1.4 32.009999999922 "" "" "" "" "" "" 203.00527951668613 4607.6759 5524.9112 19.443674716904923 5293.9526 5524.9112 21.68012094949001 5551.3064 5818.5584 109.78438127574704 5818.5584 6488.3382 30.989408066294914 7689.3225 8656.0489 2007on "" "" "" +CMFGEN 1.7 32.009999999922 "" "" "" "" "" "" 174.73927405064023 4607.6759 5524.9112 18.143192110795706 5293.9526 5524.9112 2.176716607170052 5551.3064 5818.5584 109.75912066038191 5818.5584 6488.3382 97.49681230185995 7689.3225 8656.0489 2007on "" "" "" +OBSERVED "" 31.989999999903375 1.0717465763003622 3962.5535 4004.3242 278.12327576050296 3962.5535 4635.0627 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 115.19618035334477 3695.2206 3962.5535 +CMFGEN 1.04 31.989999999903375 -0.053137332302508763 3962.5535 4004.3242 27.100999100224364 3962.5535 4635.0627 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on 2.1695289083475195 3695.2206 3962.5535 +CMFGEN 1.02 31.989999999903375 0.8143463027701489 3962.5535 4004.3242 -79.9952692838334 3962.5535 4635.0627 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on -41.51611136508163 3695.2206 3962.5535 +CMFGEN 1.4 31.989999999903375 0.8012094189229869 3962.5535 4004.3242 -85.70140466342701 3962.5535 4635.0627 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on -64.67847873217042 3695.2206 3962.5535 +CMFGEN 1.7 31.989999999903375 0.39971946477462794 3962.5535 4004.3242 -35.51114577692863 3962.5535 4635.0627 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007on -5.2153148177276805 3695.2206 3962.5535 +OBSERVED "" 41.09999999977299 2.2857873830020017 3974.5801 4002.8321 305.1479332177675 3974.5801 4639.6789 355.48941982453994 4639.6789 5524.9077 21.48601565665639 5298.8919 5524.9077 83.46057296595234 5555.514 5821.5535 210.47829079577906 5821.5535 6486.6523 427.9324034424067 7676.2573 8622.4572 2007on "" "" "" +CMFGEN 1.04 41.09999999977299 -0.03636204982010575 3974.5801 4002.8321 43.03675430386569 3974.5801 4639.6789 89.98103079650569 4639.6789 5524.9077 16.079716415407482 5298.8919 5524.9077 27.58655869348935 5555.514 5821.5535 135.17919886017276 5821.5535 6486.6523 91.3550825481204 7676.2573 8622.4572 2007on "" "" "" +CMFGEN 1.02 41.09999999977299 0.31196391581395677 3974.5801 4002.8321 -36.147568829625094 3974.5801 4639.6789 160.24513035185404 4639.6789 5524.9077 6.033636276080023 5298.8919 5524.9077 3.9894794932597026 5555.514 5821.5535 123.04057814823832 5821.5535 6486.6523 230.1518357554908 7676.2573 8622.4572 2007on "" "" "" +CMFGEN 1.4 41.09999999977299 0.4186940416019219 3974.5801 4002.8321 -68.04393374649085 3974.5801 4639.6789 185.46703189189438 4639.6789 5524.9077 11.649056976807929 5298.8919 5524.9077 9.303685320693553 5555.514 5821.5535 103.53139268233221 5821.5535 6486.6523 231.95232354325643 7676.2573 8622.4572 2007on "" "" "" +CMFGEN 1.7 41.09999999977299 0.13261288784270203 3974.5801 4002.8321 -5.335377036107044 3974.5801 4639.6789 117.904431706178 4639.6789 5524.9077 11.491618936370413 5298.8919 5524.9077 16.009223903456537 5555.514 5821.5535 137.32237914539851 5821.5535 6486.6523 174.33454944599112 7676.2573 8622.4572 2007on "" "" "" +OBSERVED "" 47.960000000108266 -0.053918903731793526 3975.4943 4000.0868 281.563439340307 3975.4943 4636.7597 327.89433268862985 4636.7597 5505.6952 16.229974167049125 5298.0251 5505.6952 92.32664239440237 5552.1477 5833.5954 "" "" "" "" "" "" 2007on 115.334402520695 3707.7092 3975.4943 +CMFGEN 1.04 47.960000000108266 -0.05067951025021745 3975.4943 4000.0868 98.87269808936117 3975.4943 4636.7597 97.56301255428858 4636.7597 5505.6952 15.460421119099907 5298.0251 5505.6952 73.9384071324498 5552.1477 5833.5954 "" "" "" "" "" "" 2007on 46.693767599144486 3707.7092 3975.4943 +CMFGEN 1.02 47.960000000108266 0.17791679011315764 3975.4943 4000.0868 99.76017156632834 3975.4943 4636.7597 149.35305927288238 4636.7597 5505.6952 2.5648234044879854 5298.0251 5505.6952 29.472056461010375 5552.1477 5833.5954 "" "" "" "" "" "" 2007on -1.776102363615005 3707.7092 3975.4943 +CMFGEN 1.4 47.960000000108266 0.2754731540633582 3975.4943 4000.0868 74.33784849453072 3975.4943 4636.7597 166.84994535506326 4636.7597 5505.6952 -7.0054072604026 5298.0251 5505.6952 8.865516671289777 5552.1477 5833.5954 "" "" "" "" "" "" 2007on -22.835953154799487 3707.7092 3975.4943 +CMFGEN 1.7 47.960000000108266 0.12443897335941788 3975.4943 4000.0868 75.06925736590077 3975.4943 4636.7597 121.20820161684266 4636.7597 5505.6952 11.678347575223247 5298.0251 5505.6952 60.12270899651457 5552.1477 5833.5954 "" "" "" "" "" "" 2007on 19.061709345439187 3707.7092 3975.4943 +OBSERVED "" 47.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" 91.89317122382378 5556.2834 5822.818 194.7244438900056 5822.818 6491.1435 558.5878768082384 7545.3476 8659.2235 2007on "" "" "" +CMFGEN 1.04 47.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" 70.1622044451614 5556.2834 5822.818 124.15845568409176 5822.818 6491.1435 231.91128607360406 7545.3476 8659.2235 2007on "" "" "" +CMFGEN 1.02 47.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" 26.401066878647196 5556.2834 5822.818 135.6023936284139 5822.818 6491.1435 376.9419221171096 7545.3476 8659.2235 2007on "" "" "" +CMFGEN 1.4 47.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" 6.219749428585922 5556.2834 5822.818 116.90875636916638 5822.818 6491.1435 337.8849451127795 7545.3476 8659.2235 2007on "" "" "" +CMFGEN 1.7 47.96999999988475 "" "" "" "" "" "" "" "" "" "" "" "" 55.78552077899603 5556.2834 5822.818 142.97161601603327 5822.818 6491.1435 294.3322953212492 7545.3476 8659.2235 2007on "" "" "" +OBSERVED "" 49.90000000005239 "" "" "" "" "" "" 321.8332861259298 4648.1227 5503.6577 20.041752882595446 5298.8113 5503.6577 98.2665382172505 5551.8568 5832.0144 206.31063354400158 5832.0144 6476.6781 497.8802886228109 7663.5823 8708.9014 2007on "" "" "" +CMFGEN 1.04 49.90000000005239 "" "" "" "" "" "" 84.44089752582508 4648.1227 5503.6577 13.496134451774793 5298.8113 5503.6577 82.2658994163082 5551.8568 5832.0144 132.5785935532689 5832.0144 6476.6781 203.96284125196036 7663.5823 8708.9014 2007on "" "" "" +CMFGEN 1.02 49.90000000005239 "" "" "" "" "" "" 125.42566100899478 4648.1227 5503.6577 3.095862555114013 5298.8113 5503.6577 39.61782657981358 5551.8568 5832.0144 151.03827595115666 5832.0144 6476.6781 355.08553577132193 7663.5823 8708.9014 2007on "" "" "" +CMFGEN 1.4 49.90000000005239 "" "" "" "" "" "" 154.24649246187371 4648.1227 5503.6577 -3.730034707835605 5298.8113 5503.6577 14.317750179058626 5551.8568 5832.0144 135.6646200396243 5832.0144 6476.6781 332.027640261442 7663.5823 8708.9014 2007on "" "" "" +CMFGEN 1.7 49.90000000005239 "" "" "" "" "" "" 106.38555801866349 4648.1227 5503.6577 10.949833890558715 5298.8113 5503.6577 70.70787532688362 5551.8568 5832.0144 152.2668827300808 5832.0144 6476.6781 214.31670333042297 7663.5823 8708.9014 2007on "" "" "" +OBSERVED "" 54.90000000005239 0.36068100314045654 3981.0194 4008.1189 283.01348912358844 3981.0194 4643.4528 314.21883320155314 4643.4528 5495.583 10.22099144986007 5296.8529 5507.6272 101.99568794315817 5558.8152 5832.8218 195.65261490008385 5832.8218 6477.1888 473.05044565463186 7657.5246 8651.1746 2007on 122.99777244360848 3694.9686 3981.0194 +CMFGEN 1.04 54.90000000005239 -0.016742283338489854 3981.0194 4008.1189 147.83205886034386 3981.0194 4643.4528 108.93941917962708 4643.4528 5495.583 13.818598952905287 5296.8529 5507.6272 90.93864493799104 5558.8152 5832.8218 125.42202688359129 5832.8218 6477.1888 240.26506271936637 7657.5246 8651.1746 2007on 85.34349932460722 3694.9686 3981.0194 +CMFGEN 1.02 54.90000000005239 0.20424716368042475 3981.0194 4008.1189 202.69049880431766 3981.0194 4643.4528 161.1042398437577 4643.4528 5495.583 -2.0328970085898193 5296.8529 5507.6272 59.82206023949256 5558.8152 5832.8218 165.0752423627303 5832.8218 6477.1888 445.1024393098661 7657.5246 8651.1746 2007on 32.27390936593439 3694.9686 3981.0194 +CMFGEN 1.4 54.90000000005239 0.23265471727073736 3981.0194 4008.1189 208.66516171490363 3981.0194 4643.4528 209.0444945553354 4643.4528 5495.583 0.5742861686243822 5296.8529 5507.6272 33.522918999670104 5558.8152 5832.8218 149.5504113952032 5832.8218 6477.1888 421.0405299732235 7657.5246 8651.1746 2007on 0.1273223079413422 3694.9686 3981.0194 +CMFGEN 1.7 54.90000000005239 0.18147969714777568 3981.0194 4008.1189 130.3263878229501 3981.0194 4643.4528 119.15852792302385 4643.4528 5495.583 10.636809624285426 5296.8529 5507.6272 92.0350423204047 5558.8152 5832.8218 140.3457974272469 5832.8218 6477.1888 235.80433964918146 7657.5246 8651.1746 2007on 57.76315853279967 3694.9686 3981.0194 +OBSERVED "" 71.94000000008964 "" "" "" "" "" "" "" "" "" "" "" "" 119.47259377487227 5553.3983 5843.0828 176.05317248471812 5843.0828 6474.0396 400.2097878695747 7549.4439 8628.8164 2007on "" "" "" +CMFGEN 1.04 71.94000000008964 "" "" "" "" "" "" "" "" "" "" "" "" 124.26473838333305 5553.3983 5843.0828 142.16926019762326 5843.0828 6474.0396 265.58884389061745 7549.4439 8628.8164 2007on "" "" "" +CMFGEN 1.02 71.94000000008964 "" "" "" "" "" "" "" "" "" "" "" "" 92.22391598477273 5553.3983 5843.0828 170.6940426580046 5843.0828 6474.0396 462.20423871598996 7549.4439 8628.8164 2007on "" "" "" +CMFGEN 1.4 71.94000000008964 "" "" "" "" "" "" "" "" "" "" "" "" 70.99443378690991 5553.3983 5843.0828 195.53008468710084 5843.0828 6474.0396 446.24809612197913 7549.4439 8628.8164 2007on "" "" "" +CMFGEN 1.7 71.94000000008964 "" "" "" "" "" "" "" "" "" "" "" "" 147.00157744314123 5553.3983 5843.0828 114.37856293285742 5843.0828 6474.0396 295.45307153325393 7549.4439 8628.8164 2007on "" "" "" +OBSERVED "" 71.9299999998475 -0.026929332971098414 3989.1568 4000.0868 274.4974152712799 3989.1568 4639.4922 251.82891106991445 4639.4922 5339.0126 -0.06592016600967682 5292.5601 5502.9627 123.22974679491786 5552.1477 5841.7929 "" "" "" "" "" "" 2007on 122.24885451828204 3713.1742 3989.1568 +CMFGEN 1.04 71.9299999998475 -0.010540460977901709 3989.1568 4000.0868 244.1939501763459 3989.1568 4639.4922 233.33710688851772 4639.4922 5339.0126 9.9987032646115 5292.5601 5502.9627 125.08951866242413 5552.1477 5841.7929 "" "" "" "" "" "" 2007on 87.98061649415583 3713.1742 3989.1568 +CMFGEN 1.02 71.9299999998475 -0.018076803181449587 3989.1568 4000.0868 253.46466663475576 3989.1568 4639.4922 284.57325330474816 4639.4922 5339.0126 -4.873146880630502 5292.5601 5502.9627 92.94538034583397 5552.1477 5841.7929 "" "" "" "" "" "" 2007on 76.95562100023 3713.1742 3989.1568 +CMFGEN 1.4 71.9299999998475 -0.010904665074400471 3989.1568 4000.0868 263.0414844743675 3989.1568 4639.4922 287.19032277502106 4639.4922 5339.0126 4.266013608962479 5292.5601 5502.9627 71.45539003199812 5552.1477 5841.7929 "" "" "" "" "" "" 2007on 60.53719537494785 3713.1742 3989.1568 +CMFGEN 1.7 71.9299999998475 -0.005139683455834668 3989.1568 4000.0868 237.24463353638615 3989.1568 4639.4922 253.36892104429967 4639.4922 5339.0126 12.947958594645876 5292.5601 5502.9627 147.51270629755177 5552.1477 5841.7929 "" "" "" "" "" "" 2007on 88.38447114694137 3713.1742 3989.1568 +OBSERVED "" 76.98000000012689 0.9574543214588733 3975.1303 4008.2511 279.94466675268643 3975.1303 4622.4913 259.20926635328817 4622.4913 5336.0939 5.285886039631414 5296.9511 5510.7308 124.20431442778577 5555.8955 5820.8618 191.51940289414847 5820.8618 6450.1569 559.209163915112 7699.7141 8780.6564 2007on 132.05045837611814 3728.2299 3975.1303 +CMFGEN 1.04 76.98000000012689 -0.3836387855529691 3975.1303 4008.2511 267.64923882667733 3975.1303 4622.4913 222.2367207550376 4622.4913 5336.0939 16.8009410390845 5296.9511 5510.7308 124.73030539327766 5555.8955 5820.8618 87.9024974169613 5820.8618 6450.1569 328.70528198302276 7699.7141 8780.6564 2007on 86.68233539039338 3728.2299 3975.1303 +CMFGEN 1.02 76.98000000012689 -0.5773990194943589 3975.1303 4008.2511 275.05807114222796 3975.1303 4622.4913 284.5426872618021 4622.4913 5336.0939 -0.8556543532870198 5296.9511 5510.7308 97.12208999913352 5555.8955 5820.8618 133.34259885504514 5820.8618 6450.1569 462.26979427957866 7699.7141 8780.6564 2007on 78.16309247483325 3728.2299 3975.1303 +CMFGEN 1.4 76.98000000012689 -0.4319563093049167 3975.1303 4008.2511 286.3668782996669 3975.1303 4622.4913 289.4457593610068 4622.4913 5336.0939 4.633234926220595 5296.9511 5510.7308 76.87634686258079 5555.8955 5820.8618 178.3601711394366 5820.8618 6450.1569 458.3272425479564 7699.7141 8780.6564 2007on 67.88246186006549 3728.2299 3975.1303 +CMFGEN 1.7 76.98000000012689 -0.3081555894118301 3975.1303 4008.2511 272.7321404301588 3975.1303 4622.4913 251.78657185049516 4622.4913 5336.0939 19.127358850803095 5296.9511 5510.7308 139.1996427932379 5555.8955 5820.8618 11.465483676468121 5820.8618 6450.1569 257.2477458123022 7699.7141 8780.6564 2007on 90.54502806671982 3728.2299 3975.1303 +OBSERVED "" 88.9299999998475 "" "" "" "" "" "" 262.9170151365354 4647.2688 5326.9467 5.175636251003167 5297.252 5501.8153 129.34272866632483 5551.3064 5864.7501 218.4918214978539 5864.7501 6498.2364 391.1699623028069 7854.2929 8672.546 2007on "" "" "" +CMFGEN 1.04 88.9299999998475 "" "" "" "" "" "" 230.92258757182574 4647.2688 5326.9467 14.966654223706868 5297.252 5501.8153 141.17640428514852 5551.3064 5864.7501 191.37871733441892 5864.7501 6498.2364 405.87491291659074 7854.2929 8672.546 2007on "" "" "" +CMFGEN 1.02 88.9299999998475 "" "" "" "" "" "" 288.6626528336669 4647.2688 5326.9467 -0.7726911784216896 5297.252 5501.8153 116.17419391192365 5551.3064 5864.7501 160.62680768730542 5864.7501 6498.2364 461.75368472993955 7854.2929 8672.546 2007on "" "" "" +CMFGEN 1.4 88.9299999998475 "" "" "" "" "" "" 302.1451230495135 4647.2688 5326.9467 0.44968677975849125 5297.252 5501.8153 98.71569350050368 5551.3064 5864.7501 167.30244086755235 5864.7501 6498.2364 454.5595189756642 7854.2929 8672.546 2007on "" "" "" +CMFGEN 1.7 88.9299999998475 "" "" "" "" "" "" 256.17227835997585 4647.2688 5326.9467 23.357885769415404 5297.252 5501.8153 167.810546221685 5551.3064 5864.7501 199.07963086976514 5864.7501 6498.2364 361.608599303176 7854.2929 8672.546 2007on "" "" "" +OBSERVED "" 100.90000000005239 1.5823688511749907 3985.5595 4017.9445 232.29025389830826 3985.5595 4627.187 247.32203601375352 4627.187 5303.2235 0.8004427300382524 5293.1032 5501.5815 132.2916844405933 5556.2312 5841.6239 216.07581445750952 5841.6239 6499.4438 454.0853178801573 7857.5891 8865.5717 2007on "" "" "" +CMFGEN 1.04 100.90000000005239 -0.38563452246168894 3985.5595 4017.9445 332.12581811468993 3985.5595 4627.187 206.27536642952253 4627.187 5303.2235 19.1568520696566 5293.1032 5501.5815 149.27781027302638 5556.2312 5841.6239 178.7241469744961 5841.6239 6499.4438 426.300056141523 7857.5891 8865.5717 2007on "" "" "" +CMFGEN 1.02 100.90000000005239 -0.3841843166816319 3985.5595 4017.9445 302.9930447520545 3985.5595 4627.187 266.67338188184976 4627.187 5303.2235 3.3654583604693182 5293.1032 5501.5815 127.83681357453617 5556.2312 5841.6239 148.53495389032813 5841.6239 6499.4438 418.5594084633043 7857.5891 8865.5717 2007on "" "" "" +CMFGEN 1.4 100.90000000005239 -0.3769022949408149 3985.5595 4017.9445 301.58208479854477 3985.5595 4627.187 290.8535864032025 4627.187 5303.2235 -1.7305041371960517 5293.1032 5501.5815 112.00237294393358 5556.2312 5841.6239 149.53138794147657 5841.6239 6499.4438 380.29091060904324 7857.5891 8865.5717 2007on "" "" "" +CMFGEN 1.7 100.90000000005239 -0.26631036768649263 3985.5595 4017.9445 342.8243368842067 3985.5595 4627.187 242.43032522607876 4627.187 5303.2235 32.89348514781839 5293.1032 5501.5815 162.79763725031046 5556.2312 5841.6239 155.38070268292847 5841.6239 6499.4438 474.5529164385799 7857.5891 8865.5717 2007on "" "" "" +OBSERVED "" 54539.29000000004 "" "" "" "" "" "" "" "" "" "" "" "" 128.4318924821114 5552.1472 5908.7667 225.07695299056996 5908.7667 6522.9449 612.1850724563974 7505.63 8765.6859 2007sr "" "" "" +CMFGEN 1.04 54539.29000000004 "" "" "" "" "" "" "" "" "" "" "" "" 157.13025799640548 5552.1472 5908.7667 271.10530125819577 5908.7667 6522.9449 187.9418771198691 7505.63 8765.6859 2007sr "" "" "" +CMFGEN 1.02 54539.29000000004 "" "" "" "" "" "" "" "" "" "" "" "" 162.23918084786874 5552.1472 5908.7667 228.67508081284484 5908.7667 6522.9449 141.05952186963884 7505.63 8765.6859 2007sr "" "" "" +CMFGEN 1.4 54539.29000000004 "" "" "" "" "" "" "" "" "" "" "" "" 164.68977630709637 5552.1472 5908.7667 209.32426694593462 5908.7667 6522.9449 133.6433259988574 7505.63 8765.6859 2007sr "" "" "" +CMFGEN 1.7 54539.29000000004 "" "" "" "" "" "" "" "" "" "" "" "" 168.34532478569943 5552.1472 5908.7667 302.2877134507732 5908.7667 6522.9449 575.2515361089664 7505.63 8765.6859 2007sr "" "" "" +OBSERVED "" 54539.27000000002 0.36276464100636974 3978.9698 4000.4971 287.60268492043565 3978.9698 4651.6975 293.2508578237338 4651.6975 5378.2433 -6.2606664198743625 5294.8251 5547.7707 "" "" "" "" "" "" "" "" "" 2007sr 120.47261415964245 3669.5151 3978.9698 +CMFGEN 1.04 54539.27000000002 -0.07367523763750466 3978.9698 4000.4971 467.9576249013138 3978.9698 4651.6975 125.85746761717222 4651.6975 5378.2433 97.26997446164073 5294.8251 5547.7707 "" "" "" "" "" "" "" "" "" 2007sr 181.7289852243672 3669.5151 3978.9698 +CMFGEN 1.02 54539.27000000002 -0.09131369642244157 3978.9698 4000.4971 456.8111952840878 3978.9698 4651.6975 136.26115287422914 4651.6975 5378.2433 86.15961270991046 5294.8251 5547.7707 "" "" "" "" "" "" "" "" "" 2007sr 166.4456538605758 3669.5151 3978.9698 +CMFGEN 1.4 54539.27000000002 -0.03853786376602264 3978.9698 4000.4971 420.44004294324935 3978.9698 4651.6975 141.6766301245464 4651.6975 5378.2433 70.60317258751898 5294.8251 5547.7707 "" "" "" "" "" "" "" "" "" 2007sr 154.7350638217526 3669.5151 3978.9698 +CMFGEN 1.7 54539.27000000002 -0.09807876373560026 3978.9698 4000.4971 492.3194519883179 3978.9698 4651.6975 135.97278061936595 4651.6975 5378.2433 114.27006449783696 5294.8251 5547.7707 "" "" "" "" "" "" "" "" "" 2007sr 187.81241955138606 3669.5151 3978.9698 +OBSERVED "" 54544.18000000017 0.6875761570347652 3980.7469 4003.7247 289.57357378342556 3980.7469 4654.3474 290.82727281924133 4654.3474 5340.186 -4.768680381956539 5297.727 5546.7369 136.69437145172625 5553.2306 5894.9011 233.37528657669304 5894.9011 6531.787 673.6815027912389 7500.6028 8798.6012 2007sr 125.37726773568878 3661.8044 3980.7469 +CMFGEN 1.04 54544.18000000017 -0.08761801939863893 3980.7469 4003.7247 468.37873527953855 3980.7469 4654.3474 168.69363194495807 4654.3474 5340.186 96.12644663267481 5297.727 5546.7369 160.07201991371852 5553.2306 5894.9011 269.82191053453175 5894.9011 6531.787 241.78603311724942 7500.6028 8798.6012 2007sr 184.82321875806556 3661.8044 3980.7469 +CMFGEN 1.02 54544.18000000017 -0.12805323557532866 3980.7469 4003.7247 457.0408165653894 3980.7469 4654.3474 186.00893691910113 4654.3474 5340.186 84.60164581242849 5297.727 5546.7369 165.15602190363722 5553.2306 5894.9011 227.6776277099862 5894.9011 6531.787 270.4630385558598 7500.6028 8798.6012 2007sr 164.91140860738156 3661.8044 3980.7469 +CMFGEN 1.4 54544.18000000017 -0.044138472282475465 3980.7469 4003.7247 420.54251736977125 3980.7469 4654.3474 192.8990522707586 4654.3474 5340.186 69.42806362547144 5297.727 5546.7369 166.87578008296902 5553.2306 5894.9011 208.10064041143966 5894.9011 6531.787 237.7520119086157 7500.6028 8798.6012 2007sr 150.0690271565706 3661.8044 3980.7469 +CMFGEN 1.7 54544.18000000017 -0.1462368175528023 3980.7469 4003.7247 492.57447715678165 3980.7469 4654.3474 185.77020764714584 4654.3474 5340.186 113.11015534416367 5297.727 5546.7369 171.9974667009974 5553.2306 5894.9011 305.0349138457676 5894.9011 6531.787 665.3258256961983 7500.6028 8798.6012 2007sr 192.45412697433363 3661.8044 3980.7469 +OBSERVED "" 54545.27000000002 0.772654091507102 3964.2815 4001.9473 297.9193339084711 3964.2815 4652.1767 288.38817952881647 4652.1767 5348.0016 -5.4369997032533846 5298.4414 5550.2071 135.17598064203398 5550.2071 5905.058 234.66121177933908 5905.058 6531.4986 582.7350210912599 7510.8076 8795.4073 2007sr "" "" "" +CMFGEN 1.04 54545.27000000002 -0.5736735136270928 3964.2815 4001.9473 473.0621517765713 3964.2815 4652.1767 157.47442071014297 4652.1767 5348.0016 99.29288060245065 5298.4414 5550.2071 160.14647440105938 5550.2071 5905.058 270.2747933693333 5905.058 6531.4986 211.69167580134462 7510.8076 8795.4073 2007sr "" "" "" +CMFGEN 1.02 54545.27000000002 -0.8996818129861546 3964.2815 4001.9473 463.5937589526699 3964.2815 4652.1767 174.97607943788182 4652.1767 5348.0016 86.85478365588155 5298.4414 5550.2071 165.31747771953104 5550.2071 5905.058 227.47042572623366 5905.058 6531.4986 231.67152081688172 7510.8076 8795.4073 2007sr "" "" "" +CMFGEN 1.4 54545.27000000002 -0.7935904290373081 3964.2815 4001.9473 427.87654180944423 3964.2815 4652.1767 181.68044232442293 4652.1767 5348.0016 70.91534654529845 5298.4414 5550.2071 167.57502050670612 5550.2071 5905.058 207.50853561058335 5905.058 6531.4986 183.15835048371156 7510.8076 8795.4073 2007sr "" "" "" +CMFGEN 1.7 54545.27000000002 -0.5609249881418242 3964.2815 4001.9473 497.8885225160632 3964.2815 4652.1767 173.31867437853379 4652.1767 5348.0016 116.721677725153 5298.4414 5550.2071 171.53190009245088 5550.2071 5905.058 305.91933797117446 5905.058 6531.4986 664.1057785017393 7510.8076 8795.4073 2007sr "" "" "" +OBSERVED "" 54563.299999999814 1.9498245164799057 3963.8157 4003.1386 300.3012600900346 3963.8157 4662.5543 270.4396807224291 4662.5543 5328.0197 0.8002626241702651 5291.7216 5548.8333 143.5370890586359 5551.8581 5905.7647 240.78738397458847 5905.7647 6531.9072 626.5586107792906 7502.8817 8785.415 2007sr "" "" "" +CMFGEN 1.04 54563.299999999814 -0.6485574620450065 3963.8157 4003.1386 476.74643106191365 3963.8157 4662.5543 191.0222292113771 4662.5543 5328.0197 98.2752427497632 5291.7216 5548.8333 158.3047845580922 5551.8581 5905.7647 270.2836844222671 5905.7647 6531.9072 223.21900600782772 7502.8817 8785.415 2007sr "" "" "" +CMFGEN 1.02 54563.299999999814 -1.0292990180793389 3963.8157 4003.1386 467.62629522801126 3963.8157 4662.5543 207.0426297510042 4662.5543 5328.0197 87.67148892237766 5291.7216 5548.8333 163.42440639273215 5551.8581 5905.7647 227.4097093718402 5905.7647 6531.9072 215.7306706011627 7502.8817 8785.415 2007sr "" "" "" +CMFGEN 1.4 54563.299999999814 -0.9009490914008876 3963.8157 4003.1386 431.6936609204214 3963.8157 4662.5543 213.10476129037545 4662.5543 5328.0197 71.83243520565571 5291.7216 5548.8333 165.7346695635961 5551.8581 5905.7647 207.37205595997784 5905.7647 6531.9072 185.92517684837634 7502.8817 8785.415 2007sr "" "" "" +CMFGEN 1.7 54563.299999999814 -0.6600917329135788 3963.8157 4003.1386 502.1043688862619 3963.8157 4662.5543 210.93215004360184 4662.5543 5328.0197 114.69236536273863 5291.7216 5548.8333 169.64440281779258 5551.8581 5905.7647 306.1745635292298 5905.7647 6531.9072 636.9543043364412 7502.8817 8785.415 2007sr "" "" "" +OBSERVED "" 54568.12000000011 0.04947367836639334 3991.0393 4000.1138 292.7448727417557 3991.0393 4662.5543 269.05840806225405 4662.5543 5328.0197 2.0884929874091847 5294.7465 5548.8333 144.44577340796647 5551.8581 5914.8392 239.83651953913756 5914.8392 6525.8575 627.1242310565781 7505.9065 8800.5392 2007sr "" "" "" +CMFGEN 1.04 54568.12000000011 -0.0026562247078623404 3991.0393 4000.1138 466.14377284000443 3991.0393 4662.5543 191.0222292113771 4662.5543 5328.0197 98.26764210239277 5294.7465 5548.8333 155.65046512857097 5551.8581 5914.8392 271.23824728398125 5914.8392 6525.8575 229.8462442601284 7505.9065 8800.5392 2007sr "" "" "" +CMFGEN 1.02 54568.12000000011 -0.004836359338132788 3991.0393 4000.1138 453.4008374640878 3991.0393 4662.5543 207.0426297510042 4662.5543 5328.0197 86.9460648118138 5294.7465 5548.8333 160.62327853407118 5551.8581 5914.8392 227.95847760309834 5914.8392 6525.8575 263.4724608294054 7505.9065 8800.5392 2007sr "" "" "" +CMFGEN 1.4 54568.12000000011 0.0016874533633514143 3991.0393 4000.1138 415.72993997192555 3991.0393 4662.5543 213.10476129037545 4662.5543 5328.0197 71.13183607482755 5294.7465 5548.8333 163.29677291777355 5551.8581 5914.8392 207.84045912021372 5914.8392 6525.8575 222.27223511001313 7505.9065 8800.5392 2007sr "" "" "" +CMFGEN 1.7 54568.12000000011 -0.0067057429217008266 3991.0393 4000.1138 491.09256005941745 3991.0393 4662.5543 210.93215004360184 4662.5543 5328.0197 115.39032258349695 5294.7465 5548.8333 166.26359414666697 5551.8581 5914.8392 304.04687329510057 5914.8392 6525.8575 671.4216498667588 7505.9065 8800.5392 2007sr "" "" "" +OBSERVED "" 54582.14000000013 0.5622765448085367 3983.3068 4003.1269 293.95700357470747 3983.3068 4667.0992 259.80926737209336 4667.0992 5307.2875 -12.00051426277787 5299.3595 5503.5062 149.79037235506382 5551.0744 5905.8536 244.36818892843493 5905.8536 6522.2578 596.5209115617397 7501.3692 8781.7458 2007sr "" "" "" +CMFGEN 1.04 54582.14000000013 -0.04614078599128651 3983.3068 4003.1269 470.56065956392115 3983.3068 4667.0992 207.98746076835286 4667.0992 5307.2875 57.57808213579703 5299.3595 5503.5062 159.06811893098 5551.0744 5905.8536 271.00608383449173 5905.8536 6522.2578 222.1823575642947 7501.3692 8781.7458 2007sr "" "" "" +CMFGEN 1.02 54582.14000000013 -0.06997596673908618 3983.3068 4003.1269 459.0853127418478 3983.3068 4667.0992 223.60062238528187 4667.0992 5307.2875 55.53784642586242 5299.3595 5503.5062 164.20346238375168 5551.0744 5905.8536 228.83878156188504 5905.8536 6522.2578 206.18175612699264 7501.3692 8781.7458 2007sr "" "" "" +CMFGEN 1.4 54582.14000000013 -0.013965836358678476 3983.3068 4003.1269 421.8883512302832 3983.3068 4667.0992 228.23812854601516 4667.0992 5307.2875 48.825516400520776 5299.3595 5503.5062 166.51225316989974 5551.0744 5905.8536 209.73843986113624 5905.8536 6522.2578 182.5451431696601 7501.3692 8781.7458 2007sr "" "" "" +CMFGEN 1.7 54582.14000000013 -0.0940828613998386 3983.3068 4003.1269 496.16923236197806 3983.3068 4667.0992 230.7843582365659 4667.0992 5307.2875 69.34657254257849 5299.3595 5503.5062 170.40127752740804 5551.0744 5905.8536 301.5763618527401 5905.8536 6522.2578 625.912588806239 7501.3692 8781.7458 2007sr "" "" "" +OBSERVED "" 54461.33999999985 47.56129176275232 3923.1831 4138.7687 256.6144996153642 3923.1831 4577.0082 291.36344560408156 4577.0082 5242.6139 6.391140393866909 5242.6139 5501.7878 70.43361419954495 5550.0884 5884.6584 155.79397698887124 5884.6584 6386.5133 282.2106052847813 7917.5311 8737.8073 2007sr "" "" "" +CMFGEN 1.04 54461.33999999985 -81.34283780725973 3923.1831 4138.7687 375.872058635656 3923.1831 4577.0082 -125.65191829186006 4577.0082 5242.6139 34.977458464454585 5242.6139 5501.7878 165.8215272547887 5550.0884 5884.6584 112.88818569136791 5884.6584 6386.5133 411.9593670515993 7917.5311 8737.8073 2007sr "" "" "" +CMFGEN 1.02 54461.33999999985 -79.27534707669517 3923.1831 4138.7687 342.2889272647919 3923.1831 4577.0082 -71.71405284259309 4577.0082 5242.6139 43.75677630497074 5242.6139 5501.7878 170.88678969809322 5550.0884 5884.6584 102.93840770265501 5884.6584 6386.5133 411.51389047909197 7917.5311 8737.8073 2007sr "" "" "" +CMFGEN 1.4 54461.33999999985 -80.09967191286115 3923.1831 4138.7687 274.98081056735253 3923.1831 4577.0082 -33.70560040987934 4577.0082 5242.6139 43.15042471738823 5242.6139 5501.7878 171.92011710126204 5550.0884 5884.6584 101.31635437074894 5884.6584 6386.5133 385.449105093115 7917.5311 8737.8073 2007sr "" "" "" +CMFGEN 1.7 54461.33999999985 -103.39190142886738 3923.1831 4138.7687 390.9719332286054 3923.1831 4577.0082 -163.53493636894535 4577.0082 5242.6139 36.38420133987357 5242.6139 5501.7878 178.20746612948182 5550.0884 5884.6584 134.545022071228 5884.6584 6386.5133 539.8392058383193 7917.5311 8737.8073 2007sr "" "" "" +OBSERVED "" 54468.35000000009 -1.5907818971000331 3941.2231 4001.399 315.92358808481794 3941.2231 4605.8928 342.72511187399823 4605.8928 5407.3259 -6.103658894199978 5284.2389 5500.3249 88.70337937408539 5555.0303 5880.527 "" "" "" "" "" "" 2007sr 91.12117908699126 3664.9612 3941.2231 +CMFGEN 1.04 54468.35000000009 -2.3118716336135874 3941.2231 4001.399 439.6371900421206 3941.2231 4605.8928 -125.8633606390651 4605.8928 5407.3259 52.85873866522182 5284.2389 5500.3249 162.32887199095782 5555.0303 5880.527 "" "" "" "" "" "" 2007sr 177.59844334684894 3664.9612 3941.2231 +CMFGEN 1.02 54468.35000000009 -3.882178292106732 3941.2231 4001.399 421.9021169912445 3941.2231 4605.8928 -129.14750215301683 4605.8928 5407.3259 54.912396690232555 5284.2389 5500.3249 167.21615908329744 5555.0303 5880.527 "" "" "" "" "" "" 2007sr 148.29795418988365 3664.9612 3941.2231 +CMFGEN 1.4 54468.35000000009 -4.835427768023296 3941.2231 4001.399 374.4832855739232 3941.2231 4605.8928 -106.79487284179127 4605.8928 5407.3259 48.75511668398694 5284.2389 5500.3249 168.0458298153524 5555.0303 5880.527 "" "" "" "" "" "" 2007sr 130.88248052401397 3664.9612 3941.2231 +CMFGEN 1.7 54468.35000000009 -3.2473066380978888 3941.2231 4001.399 455.1513175964889 3941.2231 4605.8928 -189.9387301551946 4605.8928 5407.3259 61.35303725993509 5284.2389 5500.3249 174.44590373339955 5555.0303 5880.527 "" "" "" "" "" "" 2007sr 184.0180594175829 3664.9612 3941.2231 +OBSERVED "" 54468.35999999987 "" "" "" "" "" "" "" "" "" "" "" "" 88.26069234149762 5553.9411 5880.4777 187.81835396585484 5880.4777 6497.7115 608.1550971086759 7552.9822 8787.4498 2007sr "" "" "" +CMFGEN 1.04 54468.35999999987 "" "" "" "" "" "" "" "" "" "" "" "" 163.33535360249908 5553.9411 5880.4777 260.34696506294176 5880.4777 6497.7115 95.75110942150883 7552.9822 8787.4498 2007sr "" "" "" +CMFGEN 1.02 54468.35999999987 "" "" "" "" "" "" "" "" "" "" "" "" 168.25712806120353 5553.9411 5880.4777 224.34720495405764 5880.4777 6497.7115 151.73216605684033 7552.9822 8787.4498 2007sr "" "" "" +CMFGEN 1.4 54468.35999999987 "" "" "" "" "" "" "" "" "" "" "" "" 169.07797796305417 5553.9411 5880.4777 209.14975065581746 5880.4777 6497.7115 58.5520595075551 7552.9822 8787.4498 2007sr "" "" "" +CMFGEN 1.7 54468.35999999987 "" "" "" "" "" "" "" "" "" "" "" "" 175.45476090830317 5553.9411 5880.4777 282.26170538745816 5880.4777 6497.7115 649.7509316773817 7552.9822 8787.4498 2007sr "" "" "" +OBSERVED "" 54470.31999999983 "" "" "" "" "" "" 360.5919465109664 4610.4048 5412.1763 -3.6796910844111674 5294.6234 5508.63 89.95369461493607 5550.8285 5882.3882 210.10945276618364 5882.3882 6518.3799 485.09786018563875 7672.8103 8757.9146 2007sr "" "" "" +CMFGEN 1.04 54470.31999999983 "" "" "" "" "" "" -90.43801532390529 4610.4048 5412.1763 62.35432746190919 5294.6234 5508.63 165.72546786586273 5550.8285 5882.3882 270.0281253359758 5882.3882 6518.3799 82.24113683216657 7672.8103 8757.9146 2007sr "" "" "" +CMFGEN 1.02 54470.31999999983 "" "" "" "" "" "" -90.2714797050473 4610.4048 5412.1763 60.39254554425316 5294.6234 5508.63 170.71972583506167 5550.8285 5882.3882 229.8076233271089 5882.3882 6518.3799 331.5853640944347 7672.8103 8757.9146 2007sr "" "" "" +CMFGEN 1.4 54470.31999999983 "" "" "" "" "" "" -67.2089452101778 4610.4048 5412.1763 52.881008127154104 5294.6234 5508.63 171.62742348097882 5550.8285 5882.3882 211.85680233431222 5882.3882 6518.3799 315.4812718652996 7672.8103 8757.9146 2007sr "" "" "" +CMFGEN 1.7 54470.31999999983 "" "" "" "" "" "" -155.14126198774497 4610.4048 5412.1763 74.20024496996625 5294.6234 5508.63 177.98823397184378 5550.8285 5882.3882 296.6275829696179 5882.3882 6518.3799 446.9720025443807 7672.8103 8757.9146 2007sr "" "" "" +OBSERVED "" 54482.37000000011 "" "" "" "" "" "" 446.8872685229703 4605.7326 5547.0152 18.88116192495883 5299.3092 5550.3179 49.90834464878637 5550.3179 5831.0513 244.30908393535992 5831.0513 6531.2335 451.91777275948573 7756.5522 8658.2019 2007sr "" "" "" +CMFGEN 1.04 54482.37000000011 "" "" "" "" "" "" -59.07796024160942 4605.7326 5547.0152 99.24275428778398 5299.3092 5550.3179 164.71082709279563 5550.3179 5831.0513 230.2910309901735 5831.0513 6531.2335 -84.64339624086779 7756.5522 8658.2019 2007sr "" "" "" +CMFGEN 1.02 54482.37000000011 "" "" "" "" "" "" -71.19675804949328 4605.7326 5547.0152 86.6433653131147 5299.3092 5550.3179 165.6800873211778 5550.3179 5831.0513 175.38935707475054 5831.0513 6531.2335 259.90841031064076 7756.5522 8658.2019 2007sr "" "" "" +CMFGEN 1.4 54482.37000000011 "" "" "" "" "" "" -69.79635231235154 4605.7326 5547.0152 70.74866350213274 5299.3092 5550.3179 162.35538145086883 5550.3179 5831.0513 147.99927109326012 5831.0513 6531.2335 286.3157871933777 7756.5522 8658.2019 2007sr "" "" "" +CMFGEN 1.7 54482.37000000011 "" "" "" "" "" "" -113.02896276413327 4605.7326 5547.0152 116.66932785796256 5299.3092 5550.3179 164.12797762696746 5550.3179 5831.0513 221.46097488393474 5831.0513 6531.2335 244.12299758200066 7756.5522 8658.2019 2007sr "" "" "" +OBSERVED "" 54482.35000000009 -1.2263388141226066 3954.019 4000.0133 293.7674091480278 3954.019 4618.8461 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007sr 94.74321636762036 3675.9624 3954.019 +CMFGEN 1.04 54482.35000000009 -1.1005847549972747 3954.019 4000.0133 455.73032326713627 3954.019 4618.8461 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007sr 175.41907080223808 3675.9624 3954.019 +CMFGEN 1.02 54482.35000000009 -1.9011997725106908 3954.019 4000.0133 443.5942538681768 3954.019 4618.8461 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007sr 157.98221530972322 3675.9624 3954.019 +CMFGEN 1.4 54482.35000000009 -2.191235655492681 3954.019 4000.0133 404.55589034916943 3954.019 4618.8461 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007sr 147.0832979933615 3675.9624 3954.019 +CMFGEN 1.7 54482.35000000009 -1.2096587978323796 3954.019 4000.0133 474.27002387810273 3954.019 4618.8461 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2007sr 182.61664689590484 3675.9624 3954.019 +OBSERVED "" 54492.35999999987 -0.3276941847607573 3963.1052 4001.399 302.2504278589091 3963.1052 4616.8339 428.17071956696293 4616.8339 5549.5597 12.946195159626154 5297.9152 5557.7655 71.17561245026059 5557.7655 5847.7038 "" "" "" "" "" "" 2007sr 94.8036120652983 3695.0491 3963.1052 +CMFGEN 1.04 54492.35999999987 -0.6151493735919177 3963.1052 4001.399 452.372249711421 3963.1052 4616.8339 66.3824267317902 4616.8339 5549.5597 106.66637779506242 5297.9152 5557.7655 164.25577848071407 5557.7655 5847.7038 "" "" "" "" "" "" 2007sr 155.20031296924748 3695.0491 3963.1052 +CMFGEN 1.02 54492.35999999987 -0.9795159451143007 3963.1052 4001.399 439.3839036860361 3963.1052 4616.8339 61.20678488711563 4616.8339 5549.5597 92.7882686183926 5297.9152 5557.7655 166.94220477733694 5557.7655 5847.7038 "" "" "" "" "" "" 2007sr 160.43211111142912 3695.0491 3963.1052 +CMFGEN 1.4 54492.35999999987 -0.9060141068987003 3963.1052 4001.399 400.97725938041805 3963.1052 4616.8339 58.25381057689766 4616.8339 5549.5597 75.01988102443953 5297.9152 5557.7655 165.1412629552736 5557.7655 5847.7038 "" "" "" "" "" "" 2007sr 153.2590500609637 3695.0491 3963.1052 +CMFGEN 1.7 54492.35999999987 -0.5927667974831028 3963.1052 4001.399 470.8621716745001 3963.1052 4616.8339 32.3997559087662 4616.8339 5549.5597 124.8834431488459 5297.9152 5557.7655 167.26758471557233 5557.7655 5847.7038 "" "" "" "" "" "" 2007sr 173.51634878052383 3695.0491 3963.1052 +OBSERVED "" 54492.37999999989 "" "" "" "" "" "" "" "" "" "" "" "" 70.1464811041899 5551.0728 5845.0227 237.3201184171518 5845.0227 6524.2855 476.59301204067856 7751.7251 8752.7439 2007sr "" "" "" +CMFGEN 1.04 54492.37999999989 "" "" "" "" "" "" "" "" "" "" "" "" 169.37711360641921 5551.0728 5845.0227 256.89388054403184 5845.0227 6524.2855 81.61161600796561 7751.7251 8752.7439 2007sr "" "" "" +CMFGEN 1.02 54492.37999999989 "" "" "" "" "" "" "" "" "" "" "" "" 171.90555909076102 5551.0728 5845.0227 210.82497970364267 5845.0227 6524.2855 282.03076820308365 7751.7251 8752.7439 2007sr "" "" "" +CMFGEN 1.4 54492.37999999989 "" "" "" "" "" "" "" "" "" "" "" "" 169.81498366655507 5551.0728 5845.0227 188.44954232343025 5845.0227 6524.2855 273.2476825746937 7751.7251 8752.7439 2007sr "" "" "" +CMFGEN 1.7 54492.37999999989 "" "" "" "" "" "" "" "" "" "" "" "" 171.70938338682362 5551.0728 5845.0227 256.0464269170662 5845.0227 6524.2855 474.14582403645267 7751.7251 8752.7439 2007sr "" "" "" +OBSERVED "" 54497.330000000075 "" "" "" "" "" "" "" "" "" 11.869464591574411 5298.7437 5556.1644 79.22466002541469 5556.1644 5874.1547 243.80244802237223 5874.1547 6525.2777 511.45283325239757 7763.9257 8787.5517 2007sr "" "" "" +CMFGEN 1.04 54497.330000000075 "" "" "" "" "" "" "" "" "" 104.96592485759345 5298.7437 5556.1644 162.895232737501 5556.1644 5874.1547 269.44374696857165 5874.1547 6525.2777 126.11297933117386 7763.9257 8787.5517 2007sr "" "" "" +CMFGEN 1.02 54497.330000000075 "" "" "" "" "" "" "" "" "" 91.25289129443841 5298.7437 5556.1644 167.60492668316525 5556.1644 5874.1547 228.74660922346823 5874.1547 6525.2777 332.7553798368183 7763.9257 8787.5517 2007sr "" "" "" +CMFGEN 1.4 54497.330000000075 "" "" "" "" "" "" "" "" "" 73.95396758445186 5298.7437 5556.1644 168.04174532395876 5556.1644 5874.1547 210.05544698123816 5874.1547 6525.2777 295.2931204119221 7763.9257 8787.5517 2007sr "" "" "" +CMFGEN 1.7 54497.330000000075 "" "" "" "" "" "" "" "" "" 123.04805379580496 5298.7437 5556.1644 174.35098865809925 5556.1644 5874.1547 297.1979948764582 5874.1547 6525.2777 561.2678287980438 7763.9257 8787.5517 2007sr "" "" "" +OBSERVED "" 54497.310000000056 0.06827769218069671 3964.0595 4000.2261 309.3091346308108 3964.0595 4633.1414 432.3586350665598 4633.1414 5546.3477 12.554252872425648 5299.2094 5561.4172 77.81798447901252 5561.4172 5865.8193 242.74035645429902 5865.8193 6519.8317 510.72635744416857 7749.4957 8804.3545 2007sr 100.97709801899659 3713.9073 3964.0595 +CMFGEN 1.04 54497.310000000056 -0.5229594737253799 3964.0595 4000.2261 463.25673847145066 3964.0595 4633.1414 154.71231694468784 4633.1414 5546.3477 110.07954923937132 5299.2094 5561.4172 159.9908170250008 5561.4172 5865.8193 268.4806296649964 5865.8193 6519.8317 128.74597029997813 7749.4957 8804.3545 2007sr 137.0535851265546 3713.9073 3964.0595 +CMFGEN 1.02 54497.310000000056 -0.8165775540816647 3964.0595 4000.2261 452.9976149254892 3964.0595 4633.1414 153.75059311625256 4633.1414 5546.3477 95.25475079376928 5299.2094 5561.4172 164.17862628907068 5561.4172 5865.8193 228.1562132542835 5865.8193 6519.8317 377.0864432091163 7749.4957 8804.3545 2007sr 151.86722171729176 3713.9073 3964.0595 +CMFGEN 1.4 54497.310000000056 -0.7575109136037657 3964.0595 4000.2261 416.97822810313835 3964.0595 4633.1414 148.0286401364845 4633.1414 5546.3477 76.70882814404821 5299.2094 5561.4172 163.9620126087366 5561.4172 5865.8193 209.78583034395854 5865.8193 6519.8317 343.4178002447042 7749.4957 8804.3545 2007sr 149.81139907723113 3713.9073 3964.0595 +CMFGEN 1.7 54497.310000000056 -0.48270262970842825 3964.0595 4000.2261 487.5532101962633 3964.0595 4633.1414 172.11423272285361 4633.1414 5546.3477 128.69420252205427 5299.2094 5561.4172 170.34278886418755 5561.4172 5865.8193 289.9575290719098 5865.8193 6519.8317 570.3420866585261 7749.4957 8804.3545 2007sr 160.59955762358845 3713.9073 3964.0595 +OBSERVED "" 54510.29000000004 "" "" "" "" "" "" 375.27454396658175 4632.1545 5547.0152 4.917510597081786 5296.0065 5550.3179 102.16652028481106 5550.3179 5877.2898 232.83220839971852 5877.2898 6527.9307 603.3224549804033 7555.0847 8777.1008 2007sr "" "" "" +CMFGEN 1.04 54510.29000000004 "" "" "" "" "" "" 151.2600658749619 4632.1545 5547.0152 99.59685802756529 5296.0065 5550.3179 167.41527155377892 5550.3179 5877.2898 269.4803710102123 5877.2898 6527.9307 79.33088041319743 7555.0847 8777.1008 2007sr "" "" "" +CMFGEN 1.02 54510.29000000004 "" "" "" "" "" "" 150.0305469938209 4632.1545 5547.0152 87.68425300635016 5296.0065 5550.3179 172.32216502272217 5550.3179 5877.2898 228.46774900150842 5877.2898 6527.9307 116.78355908747056 7555.0847 8777.1008 2007sr "" "" "" +CMFGEN 1.4 54510.29000000004 "" "" "" "" "" "" 144.34124428440109 4632.1545 5547.0152 71.55315188977762 5296.0065 5550.3179 172.93730598243013 5550.3179 5877.2898 209.586454476842 5877.2898 6527.9307 32.903717025067266 7555.0847 8777.1008 2007sr "" "" "" +CMFGEN 1.7 54510.29000000004 "" "" "" "" "" "" 166.48902656188005 4632.1545 5547.0152 116.94917263688299 5296.0065 5550.3179 179.28958501382894 5550.3179 5877.2898 299.790016737045 5877.2898 6527.9307 623.0902055025574 7555.0847 8777.1008 2007sr "" "" "" +OBSERVED "" 54520.31999999983 21.86294897000694 3903.5802 4019.5279 358.2042355469814 3903.5802 4644.5586 325.73806992146956 4644.5586 5389.1604 1.3792298536385763 5298.5762 5552.2119 112.90830468064652 5552.2119 5880.1265 233.53097749983928 5880.1265 6521.9359 499.2759622224101 7500.6779 8783.3035 2007sr "" "" "" +CMFGEN 1.04 54520.31999999983 -16.628233154605685 3903.5802 4019.5279 476.1122410458894 3903.5802 4644.5586 95.07320990734186 4644.5586 5389.1604 101.19407013058925 5298.5762 5552.2119 165.0308995539816 5552.2119 5880.1265 272.65238596717506 5880.1265 6521.9359 226.03407288682808 7500.6779 8783.3035 2007sr "" "" "" +CMFGEN 1.02 54520.31999999983 -21.164650293999173 3903.5802 4019.5279 476.75530466960856 3903.5802 4644.5586 103.13220565618903 4644.5586 5389.1604 88.30916587390465 5298.5762 5552.2119 169.96352839768747 5552.2119 5880.1265 232.3016384314801 5880.1265 6521.9359 213.74300119031193 7500.6779 8783.3035 2007sr "" "" "" +CMFGEN 1.4 54520.31999999983 -16.76621085625944 3903.5802 4019.5279 436.02637471278786 3903.5802 4644.5586 111.36938647994769 4644.5586 5389.1604 71.91508252735564 5298.5762 5552.2119 170.7549989431029 5552.2119 5880.1265 213.4402611380279 5880.1265 6521.9359 189.56915338001022 7500.6779 8783.3035 2007sr "" "" "" +CMFGEN 1.7 54520.31999999983 -24.729899209306538 3903.5802 4019.5279 493.56029868035847 3903.5802 4644.5586 104.02693014797445 4644.5586 5389.1604 118.86012299222676 5298.5762 5552.2119 177.1427665937124 5552.2119 5880.1265 299.115361440665 5880.1265 6521.9359 629.8853947693242 7500.6779 8783.3035 2007sr "" "" "" +OBSERVED "" 54521.310000000056 15.781948162240328 3982.0154 4017.5828 419.363206634585 3982.0154 4578.7572 476.27485821351047 4578.7572 5513.3892 60.27999809367624 5278.2492 5513.3892 139.90541956845743 5554.8845 5843.3755 275.94431446173166 5843.3755 6475.6847 708.5164796684048 7679.048 8639.3676 2007ux "" "" "" +CMFGEN 1.04 54521.310000000056 -0.3975607679383832 3982.0154 4017.5828 390.79820925615684 3982.0154 4578.7572 -586.144870838069 4578.7572 5513.3892 63.508127355535905 5278.2492 5513.3892 165.87987182157622 5554.8845 5843.3755 218.70162036222968 5843.3755 6475.6847 -177.36320096609265 7679.048 8639.3676 2007ux "" "" "" +CMFGEN 1.02 54521.310000000056 -0.3534934475529795 3982.0154 4017.5828 359.7351801436954 3982.0154 4578.7572 -536.7675548142981 4578.7572 5513.3892 64.9320535076662 5278.2492 5513.3892 168.15911128359312 5554.8845 5843.3755 179.9446245026381 5843.3755 6475.6847 290.11633924915384 7679.048 8639.3676 2007ux "" "" "" +CMFGEN 1.4 54521.310000000056 0.40314611842355685 3982.0154 4017.5828 305.6352567101475 3982.0154 4578.7572 -458.83543924705134 4578.7572 5513.3892 57.91035416143164 5278.2492 5513.3892 165.9844174286027 5554.8845 5843.3755 162.74357503636605 5843.3755 6475.6847 320.0150560970472 7679.048 8639.3676 2007ux "" "" "" +CMFGEN 1.7 54521.310000000056 -0.5335538189371769 3982.0154 4017.5828 414.0893335437868 3982.0154 4578.7572 -729.5597543134925 4578.7572 5513.3892 71.44628042989865 5278.2492 5513.3892 167.53957650443363 5554.8845 5843.3755 209.02515775706007 5843.3755 6475.6847 61.92997646616263 7679.048 8639.3676 2007ux "" "" "" +OBSERVED "" 54468.31999999983 "" "" "" "" "" "" "" "" "" 79.12165343837295 5234.3555 5595.5577 60.59066375335881 5595.5577 5917.921 128.89829284688955 5917.921 6364.5689 293.926627128507 7716.1642 8566.7371 2007ux "" "" "" +CMFGEN 1.04 54468.31999999983 "" "" "" "" "" "" "" "" "" 128.0251141990045 5234.3555 5595.5577 102.91915888537494 5595.5577 5917.921 96.32279803147587 5917.921 6364.5689 -337.5690169121947 7716.1642 8566.7371 2007ux "" "" "" +CMFGEN 1.02 54468.31999999983 "" "" "" "" "" "" "" "" "" 118.44973466999787 5234.3555 5595.5577 104.62358312960798 5595.5577 5917.921 86.63103815485518 5917.921 6364.5689 181.98405383035396 7716.1642 8566.7371 2007ux "" "" "" +CMFGEN 1.4 54468.31999999983 "" "" "" "" "" "" "" "" "" 99.3234189486782 5234.3555 5595.5577 105.20535558994494 5595.5577 5917.921 80.75259454171619 5917.921 6364.5689 223.5737533041127 7716.1642 8566.7371 2007ux "" "" "" +CMFGEN 1.7 54468.31999999983 "" "" "" "" "" "" "" "" "" 132.24961803826972 5234.3555 5595.5577 119.43241551898804 5595.5577 5917.921 116.81222828496331 5917.921 6364.5689 71.66725477259237 7716.1642 8566.7371 2007ux "" "" "" +OBSERVED "" 54468.299999999814 31.457416621818798 3940.014 4105.416 185.6905748474607 3940.014 4550.9343 176.39570092300465 4550.9343 5239.22 84.50033201261012 5239.22 5602.0373 "" "" "" "" "" "" "" "" "" 2007ux 88.14388330041564 3670.5688 3940.014 +CMFGEN 1.04 54468.299999999814 -44.23679318440825 3940.014 4105.416 320.0230323915899 3940.014 4550.9343 -387.5401539194671 4550.9343 5239.22 139.06847871900254 5239.22 5602.0373 "" "" "" "" "" "" "" "" "" 2007ux 174.89626321317925 3670.5688 3940.014 +CMFGEN 1.02 54468.299999999814 -44.117777924300576 3940.014 4105.416 249.34364015837798 3940.014 4550.9343 -342.37122798105065 4550.9343 5239.22 129.01585291479898 5239.22 5602.0373 "" "" "" "" "" "" "" "" "" 2007ux 148.92993564839102 3670.5688 3940.014 +CMFGEN 1.4 54468.299999999814 -38.672620022103416 3940.014 4105.416 167.59978307877785 3940.014 4550.9343 -270.8090174028701 4550.9343 5239.22 108.34332220345371 5239.22 5602.0373 "" "" "" "" "" "" "" "" "" 2007ux 133.66720391387557 3670.5688 3940.014 +CMFGEN 1.7 54468.299999999814 -54.86014425591254 3940.014 4105.416 339.5144575022921 3940.014 4550.9343 -482.23403843508095 4550.9343 5239.22 147.89276113453846 5239.22 5602.0373 "" "" "" "" "" "" "" "" "" 2007ux 180.33085314941084 3670.5688 3940.014 +OBSERVED "" 54470.279999999795 "" "" "" "" "" "" 211.07358991630116 4625.97 5243.3023 86.95324283929776 5243.3023 5622.5207 73.8231827126401 5622.5207 5910.6091 153.53668531783924 5910.6091 6389.7765 409.0443741907717 7877.2532 8562.1981 2007ux "" "" "" +CMFGEN 1.04 54470.279999999795 "" "" "" "" "" "" 138.72429949155375 4625.97 5243.3023 167.03813195529182 5243.3023 5622.5207 76.66079936845043 5622.5207 5910.6091 126.30325448477502 5910.6091 6389.7765 241.4628663249803 7877.2532 8562.1981 2007ux "" "" "" +CMFGEN 1.02 54470.279999999795 "" "" "" "" "" "" 174.79525173648764 4625.97 5243.3023 157.07548073787368 5243.3023 5622.5207 79.96322134285877 5622.5207 5910.6091 110.50521189310231 5910.6091 6389.7765 349.3676700384254 7877.2532 8562.1981 2007ux "" "" "" +CMFGEN 1.4 54470.279999999795 "" "" "" "" "" "" 191.64281983748484 4625.97 5243.3023 135.31800742637185 5243.3023 5622.5207 80.05752882540594 5622.5207 5910.6091 107.5522777003927 5910.6091 6389.7765 347.5762543520349 7877.2532 8562.1981 2007ux "" "" "" +CMFGEN 1.7 54470.279999999795 "" "" "" "" "" "" 137.91839233366017 4625.97 5243.3023 177.7762477678503 5243.3023 5622.5207 98.21312885185115 5622.5207 5910.6091 150.29729820011602 5910.6091 6389.7765 361.32332780844825 7877.2532 8562.1981 2007ux "" "" "" +OBSERVED "" 54470.200000000186 "" "" "" "" "" "" 145.05377455965697 4545.3432 5136.1154 55.427422853222204 5210.7079 5583.6701 30.621907016526237 5583.6701 5962.5998 132.48701957079624 5962.5998 6565.3068 134.95022916829413 7731.9327 8400.2811 2008C "" "" "" +CMFGEN 1.04 54470.200000000186 "" "" "" "" "" "" -680.8278669782741 4545.3432 5136.1154 75.47742679007587 5210.7079 5583.6701 73.68909429328994 5583.6701 5962.5998 247.36417577589174 5962.5998 6565.3068 -588.1721767324575 7731.9327 8400.2811 2008C "" "" "" +CMFGEN 1.02 54470.200000000186 "" "" "" "" "" "" -735.7490591891734 4545.3432 5136.1154 71.11973477235443 5210.7079 5583.6701 68.69029853717481 5583.6701 5962.5998 186.02274656514606 5962.5998 6565.3068 -71.98442311602543 7731.9327 8400.2811 2008C "" "" "" +CMFGEN 1.4 54470.200000000186 "" "" "" "" "" "" -610.8435489800447 4545.3432 5136.1154 60.79372351328781 5210.7079 5583.6701 70.52338553385819 5583.6701 5962.5998 147.0422436084121 5962.5998 6565.3068 -26.57188231586065 7731.9327 8400.2811 2008C "" "" "" +CMFGEN 1.7 54470.200000000186 "" "" "" "" "" "" -859.5610778267951 4545.3432 5136.1154 62.487945512474724 5210.7079 5583.6701 39.83965337748036 5583.6701 5962.5998 263.74461114041975 5962.5998 6565.3068 -38.29396408999369 7731.9327 8400.2811 2008C "" "" "" +OBSERVED "" 54492.16000000015 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 210.9722262199899 5875.2386 6566.6989 334.37919251662345 7651.0343 8731.441 2008C "" "" "" +CMFGEN 1.04 54492.16000000015 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 259.09922446201335 5875.2386 6566.6989 3.8053922585570206 7651.0343 8731.441 2008C "" "" "" +CMFGEN 1.02 54492.16000000015 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 212.66303293678033 5875.2386 6566.6989 278.98659016760956 7651.0343 8731.441 2008C "" "" "" +CMFGEN 1.4 54492.16000000015 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 182.20761278070427 5875.2386 6566.6989 290.2444888669027 7651.0343 8731.441 2008C "" "" "" +CMFGEN 1.7 54492.16000000015 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 306.9855423914588 5875.2386 6566.6989 353.63816553996486 7651.0343 8731.441 2008C "" "" "" +OBSERVED "" 54475.12999999989 37.98053854869221 3950.1284 4143.8307 202.77267795130052 3950.1284 4581.8958 229.1324201755118 4581.8958 5255.3837 42.222016224671776 5255.3837 5612.9878 26.417497109503394 5612.9878 5851.3906 170.29206888091005 5851.3906 6566.599 217.6063272353149 7892.7144 8634.7431 2008C 87.68635867708306 3670.0052 3950.1284 +CMFGEN 1.04 54475.12999999989 -35.84379185383901 3950.1284 4143.8307 397.01885338072407 3950.1284 4581.8958 -89.05090106515712 4581.8958 5255.3837 159.37597877062223 5255.3837 5612.9878 111.58875356777071 5612.9878 5851.3906 251.30923107154325 5851.3906 6566.599 316.7736251296292 7892.7144 8634.7431 2008C 178.21421907366283 3670.0052 3950.1284 +CMFGEN 1.02 54475.12999999989 -29.93708761372376 3950.1284 4143.8307 368.08926504467627 3950.1284 4581.8958 -39.80241024119685 4581.8958 5255.3837 148.8567684656186 5255.3837 5612.9878 113.27773012344545 5612.9878 5851.3906 201.11470091631656 5851.3906 6566.599 398.22808290330863 7892.7144 8634.7431 2008C 155.0718873571327 3670.0052 3950.1284 +CMFGEN 1.4 54475.12999999989 -32.38002303910935 3950.1284 4143.8307 312.33882323591797 3950.1284 4581.8958 -9.873353677103239 4581.8958 5255.3837 125.38401492786882 5255.3837 5612.9878 110.35373119138316 5612.9878 5851.3906 167.39835907216468 5851.3906 6566.599 392.9835075434189 7892.7144 8634.7431 2008C 141.59270014797684 3670.0052 3950.1284 +CMFGEN 1.7 54475.12999999989 -39.99586622851091 3950.1284 4143.8307 418.7312337309173 3950.1284 4581.8958 -113.91873917343227 4581.8958 5255.3837 174.37712583554827 5255.3837 5612.9878 121.36270828274553 5612.9878 5851.3906 279.36321449764534 5851.3906 6566.599 395.2999575678301 7892.7144 8634.7431 2008C 184.84012664013778 3670.0052 3950.1284 +OBSERVED "" 54482.16000000015 2.947740815115748 3943.758 4001.6546 298.22911559830595 3943.758 4611.6359 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008C 158.75268413476678 3555.0242 3943.758 +CMFGEN 1.04 54482.16000000015 -2.068443138118469 3943.758 4001.6546 449.73787636697784 3943.758 4611.6359 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008C 232.18125281248538 3555.0242 3943.758 +CMFGEN 1.02 54482.16000000015 -3.5283722456803037 3943.758 4001.6546 435.4976875842167 3943.758 4611.6359 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008C 133.03808111140924 3555.0242 3943.758 +CMFGEN 1.4 54482.16000000015 -4.326632590609383 3943.758 4001.6546 392.1794137980139 3943.758 4611.6359 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008C 101.62289915738226 3555.0242 3943.758 +CMFGEN 1.7 54482.16000000015 -2.8674346286393995 3943.758 4001.6546 464.86013572387867 3943.758 4611.6359 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008C 251.45049814190793 3555.0242 3943.758 +OBSERVED "" 54482.200000000186 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 193.3639565326793 5875.0952 6478.1584 398.11102359468805 7747.5897 8773.7966 2008C "" "" "" +CMFGEN 1.04 54482.200000000186 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 239.408333417923 5875.0952 6478.1584 107.35113753108297 7747.5897 8773.7966 2008C "" "" "" +CMFGEN 1.02 54482.200000000186 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 205.53286689039163 5875.0952 6478.1584 316.29422472120245 7747.5897 8773.7966 2008C "" "" "" +CMFGEN 1.4 54482.200000000186 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 191.64565256636337 5875.0952 6478.1584 289.6941990022192 7747.5897 8773.7966 2008C "" "" "" +CMFGEN 1.7 54482.200000000186 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 260.81374420817014 5875.0952 6478.1584 522.1602436588714 7747.5897 8773.7966 2008C "" "" "" +OBSERVED "" 54482.189999999944 "" "" "" "" "" "" 300.29971211763745 4597.7087 5286.9488 5.21014971207127 5286.9488 5515.6066 80.26045229315123 5561.3382 5878.1926 170.70789690680488 5878.1926 6423.7049 361.76601045543725 7534.3288 8726.6161 2008C "" "" "" +CMFGEN 1.04 54482.189999999944 "" "" "" "" "" "" 16.317445788100926 4597.7087 5286.9488 67.56217914397317 5286.9488 5515.6066 157.30375791007472 5561.3382 5878.1926 159.9752785928465 5878.1926 6423.7049 -11.32157321914599 7534.3288 8726.6161 2008C "" "" "" +CMFGEN 1.02 54482.189999999944 "" "" "" "" "" "" 43.3495542927532 4597.7087 5286.9488 66.37412265986562 5286.9488 5515.6066 161.88320221677057 5561.3382 5878.1926 135.09275829040462 5878.1926 6423.7049 17.784833442924253 7534.3288 8726.6161 2008C "" "" "" +CMFGEN 1.4 54482.189999999944 "" "" "" "" "" "" 57.79294029368704 4597.7087 5286.9488 58.178053645937034 5286.9488 5515.6066 162.46408501039792 5561.3382 5878.1926 135.75111622195953 5878.1926 6423.7049 27.35801177186204 7534.3288 8726.6161 2008C "" "" "" +CMFGEN 1.7 54482.189999999944 "" "" "" "" "" "" 4.198367705509135 4597.7087 5286.9488 77.58067430153702 5286.9488 5515.6066 169.15470212380967 5561.3382 5878.1926 190.30913839005024 5878.1926 6423.7049 422.0439087163448 7534.3288 8726.6161 2008C "" "" "" +OBSERVED "" 54521.08999999985 1.2617947391662205 3999.9557 4013.9827 179.10689731928414 3999.9557 4625.162 238.6417442721003 4625.162 5548.9444 21.991199035857097 5290.4456 5550.9483 58.73027080610265 5550.9483 5873.5707 242.22490313951675 5873.5707 6566.9085 214.00700169195156 7741.1742 8731.0842 2008C "" "" "" +CMFGEN 1.04 54521.08999999985 -0.03153497443915963 3999.9557 4013.9827 446.2049408123559 3999.9557 4625.162 108.89238155525686 4625.162 5548.9444 99.9060982314521 5290.4456 5550.9483 167.86570196460372 5550.9483 5873.5707 258.8402709877556 5873.5707 6566.9085 35.379191205549574 7741.1742 8731.0842 2008C "" "" "" +CMFGEN 1.02 54521.08999999985 -0.013916253222803024 3999.9557 4013.9827 430.3099658870792 3999.9557 4625.162 107.47310313577469 4625.162 5548.9444 89.16178613090923 5290.4456 5550.9483 172.63134899500773 5550.9483 5873.5707 212.4277412870074 5873.5707 6566.9085 276.28573843338626 7741.1742 8731.0842 2008C "" "" "" +CMFGEN 1.4 54521.08999999985 0.07108492982463069 3999.9557 4013.9827 391.39684544822114 3999.9557 4625.162 103.58403124143359 4625.162 5548.9444 72.82479868440879 5290.4456 5550.9483 172.9559921785548 5550.9483 5873.5707 181.81537641022754 5873.5707 6566.9085 286.81900857236815 7741.1742 8731.0842 2008C "" "" "" +CMFGEN 1.7 54521.08999999985 -0.02342959253724933 3999.9557 4013.9827 467.4721843380941 3999.9557 4625.162 103.1276460890828 4625.162 5548.9444 116.08610410828594 5290.4456 5550.9483 179.38737814543958 5550.9483 5873.5707 306.28027072530426 5873.5707 6566.9085 392.0733998223496 7741.1742 8731.0842 2008C "" "" "" +OBSERVED "" 54492.12999999989 1.955727837379857 3954.8296 4011.6405 209.2619547565616 3954.8296 4609.5078 325.8645186127179 4609.5078 5537.4195 16.489383318066402 5291.2389 5537.4195 "" "" "" "" "" "" "" "" "" 2008C 63.25662474419084 3687.0067 3954.8296 +CMFGEN 1.04 54492.12999999989 -1.951113967723949 3954.8296 4011.6405 445.61930099321916 3954.8296 4609.5078 -37.15375268362669 4609.5078 5537.4195 87.24273230801003 5291.2389 5537.4195 "" "" "" "" "" "" "" "" "" 2008C 163.66696511199197 3687.0067 3954.8296 +CMFGEN 1.02 54492.12999999989 -3.326506449229263 3954.8296 4011.6405 429.9794601022528 3954.8296 4609.5078 -36.92424341583502 4609.5078 5537.4195 79.61066664132439 5291.2389 5537.4195 "" "" "" "" "" "" "" "" "" 2008C 157.99531227763165 3687.0067 3954.8296 +CMFGEN 1.4 54492.12999999989 -2.800835319204579 3954.8296 4011.6405 387.8953862606128 3954.8296 4609.5078 -28.020403617291862 4609.5078 5537.4195 66.69900499305577 5291.2389 5537.4195 "" "" "" "" "" "" "" "" "" 2008C 149.34920601563906 3687.0067 3954.8296 +CMFGEN 1.7 54492.12999999989 -2.321344048736083 3954.8296 4011.6405 463.21496912352336 3954.8296 4609.5078 -92.63651083881672 4609.5078 5537.4195 102.0037073332489 5291.2389 5537.4195 "" "" "" "" "" "" "" "" "" 2008C 176.67833848328698 3687.0067 3954.8296 +OBSERVED "" 1.6899999997986015 0.021527714437488042 3995.51712372354 4000.03902860094 171.25631878163023 3995.51712372354 4608.98888542365 162.3102198519452 4608.98888542365 5302.34763329109 78.76557682388194 5299.33303003949 5662.59272185699 55.747109518364184 5662.59272185699 5986.4113544661 134.60470945482112 5986.4113544661 6450.15782133686 274.4106218416947 7964.99595526463 8778.68761625834 2008R 96.25354064387778 3716.41510601314 3995.51712372354 +CMFGEN 1.04 1.6899999997986015 0.0016469839675056193 3995.51712372354 4000.03902860094 -646.6778870375442 3995.51712372354 4608.98888542365 189.74084837883598 4608.98888542365 5302.34763329109 49.4149563087432 5299.33303003949 5662.59272185699 14.97266742721726 5662.59272185699 5986.4113544661 94.28023910259168 5986.4113544661 6450.15782133686 -34.01840921818162 7964.99595526463 8778.68761625834 2008R 76.32072781475567 3716.41510601314 3995.51712372354 +CMFGEN 1.02 1.6899999997986015 -0.0003574762509344049 3995.51712372354 4000.03902860094 -877.9728422971784 3995.51712372354 4608.98888542365 43.58676800064616 4608.98888542365 5302.34763329109 73.8216123239671 5299.33303003949 5662.59272185699 30.377536448851046 5662.59272185699 5986.4113544661 64.18331449093674 5986.4113544661 6450.15782133686 -6.691169582611032 7964.99595526463 8778.68761625834 2008R 57.71077589133504 3716.41510601314 3995.51712372354 +CMFGEN 1.4 1.6899999997986015 -0.00421776547108159 3995.51712372354 4000.03902860094 -991.8188746589814 3995.51712372354 4608.98888542365 -62.18904746755152 4608.98888542365 5302.34763329109 -32.378009980395575 5299.33303003949 5662.59272185699 20.61964808964855 5662.59272185699 5986.4113544661 22.811324467912183 5986.4113544661 6450.15782133686 -76.4217142073177 7964.99595526463 8778.68761625834 2008R 46.60323115290216 3716.41510601314 3995.51712372354 +CMFGEN 1.7 1.6899999997986015 0.005516541763472809 3995.51712372354 4000.03902860094 -581.56082258819 3995.51712372354 4608.98888542365 439.74255872345566 4608.98888542365 5302.34763329109 41.97986914572547 5299.33303003949 5662.59272185699 8.937814838052438 5662.59272185699 5986.4113544661 53.78187521558751 5986.4113544661 6450.15782133686 -58.2920680198786 7964.99595526463 8778.68761625834 2008R -4.382847168548077 3716.41510601314 3995.51712372354 +OBSERVED "" 2.7899999998917338 "" "" "" "" "" "" "" "" "" 78.52498978871611 5238.7724 5611.3419 53.62042523647629 5611.3419 5956.8701 124.9605042213426 5956.8701 6368.4993 299.46523919554477 7891.8279 8561.8521 2008R "" "" "" +CMFGEN 1.04 2.7899999998917338 "" "" "" "" "" "" "" "" "" 132.90027972603195 5238.7724 5611.3419 -15.182443079755485 5611.3419 5956.8701 85.85355830354678 5956.8701 6368.4993 54.527296481257416 7891.8279 8561.8521 2008R "" "" "" +CMFGEN 1.02 2.7899999998917338 "" "" "" "" "" "" "" "" "" 164.97563461617693 5238.7724 5611.3419 11.043383906196722 5611.3419 5956.8701 53.7463047726427 5956.8701 6368.4993 48.22270672631663 7891.8279 8561.8521 2008R "" "" "" +CMFGEN 1.4 2.7899999998917338 "" "" "" "" "" "" "" "" "" 102.5655616759027 5238.7724 5611.3419 38.01782185337384 5611.3419 5956.8701 8.604005957314914 5956.8701 6368.4993 7.403161875065867 7891.8279 8561.8521 2008R "" "" "" +CMFGEN 1.7 2.7899999998917338 "" "" "" "" "" "" "" "" "" 26.33895438173626 5238.7724 5611.3419 -33.24292282772304 5611.3419 5956.8701 68.07331108559929 5956.8701 6368.4993 65.3699523996379 7891.8279 8561.8521 2008R "" "" "" +OBSERVED "" 2.7600000000966247 21.61459759068422 3944.5947 4064.1867 191.70548845086694 3944.5947 4551.524 182.87349557890855 4551.524 5230.2085 82.63698576261271 5230.2085 5615.8927 53.37440020973979 5615.8927 5941.7808 124.97274249180506 5941.7808 6336.4344 298.6297238357829 7792.4668 8548.8861 2008R 91.52335398356614 3666.5433 3944.5947 +CMFGEN 1.04 2.7600000000966247 10.957008511531086 3944.5947 4064.1867 -552.512725981222 3944.5947 4551.524 246.74785448802206 4551.524 5230.2085 140.80497785034214 5230.2085 5615.8927 -14.229119655446544 5615.8927 5941.7808 76.08850235158226 5941.7808 6336.4344 116.64444530143787 7792.4668 8548.8861 2008R 27.176741159081878 3666.5433 3944.5947 +CMFGEN 1.02 2.7600000000966247 15.383761385971903 3944.5947 4064.1867 -633.32838136319 3944.5947 4551.524 151.37601184568393 4551.524 5230.2085 171.7943403698587 5230.2085 5615.8927 9.83456754447194 5615.8927 5941.7808 50.91277313424989 5941.7808 6336.4344 104.5385912671036 7792.4668 8548.8861 2008R 0.4134364100386088 3666.5433 3944.5947 +CMFGEN 1.4 2.7600000000966247 17.09151288500461 3944.5947 4064.1867 -682.3678219200353 3944.5947 4551.524 38.636509267740465 4551.524 5230.2085 105.4063930483364 5230.2085 5615.8927 33.63492301672142 5615.8927 5941.7808 7.079933779322353 5941.7808 6336.4344 63.788741830846504 7792.4668 8548.8861 2008R -8.23894389787697 3666.5433 3944.5947 +CMFGEN 1.7 2.7600000000966247 11.006111192593169 3944.5947 4064.1867 -53.78456889485108 3944.5947 4551.524 410.89571106438694 4551.524 5230.2085 28.213696298751604 5230.2085 5615.8927 -31.848148772750363 5615.8927 5941.7808 66.02552405348129 5941.7808 6336.4344 171.05208538757105 7792.4668 8548.8861 2008R -61.38550710315522 3666.5433 3944.5947 +OBSERVED "" 14.709999999817228 "" "" "" "" "" "" 367.15900499789257 4618.4103 5483.4308 18.279301374423635 5283.5586 5503.0903 72.06978023161219 5555.5158 5889.7283 195.56217171667464 5889.7283 6495.8979 378.4241695253977 7672.1947 8733.8108 2008R "" "" "" +CMFGEN 1.04 14.709999999817228 "" "" "" "" "" "" 600.8148929724226 4618.4103 5483.4308 78.05278079901458 5283.5586 5503.0903 -68.70345201245762 5555.5158 5889.7283 161.8334613519338 5889.7283 6495.8979 233.87315926648552 7672.1947 8733.8108 2008R "" "" "" +CMFGEN 1.02 14.709999999817228 "" "" "" "" "" "" 492.29573162880627 4618.4103 5483.4308 65.16007239004968 5283.5586 5503.0903 -71.04068053742678 5555.5158 5889.7283 124.94608345035175 5889.7283 6495.8979 224.92680283243183 7672.1947 8733.8108 2008R "" "" "" +CMFGEN 1.4 14.709999999817228 "" "" "" "" "" "" 481.06203233368257 4618.4103 5483.4308 47.66401628468203 5283.5586 5503.0903 -1.502787601555788 5555.5158 5889.7283 58.877187041180875 5889.7283 6495.8979 134.5492641812509 7672.1947 8733.8108 2008R "" "" "" +CMFGEN 1.7 14.709999999817228 "" "" "" "" "" "" 302.09201694816994 4618.4103 5483.4308 -48.015601903879926 5283.5586 5503.0903 -115.37980383164356 5555.5158 5889.7283 128.6626163726217 5889.7283 6495.8979 329.1606751673119 7672.1947 8733.8108 2008R "" "" "" +OBSERVED "" 14.689999999798601 2.3695056491307107 3945.5236 4005.6724 302.900143204693 3945.5236 4625.8272 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008R 105.25374932666631 3688.3357 3945.5236 +CMFGEN 1.04 14.689999999798601 2.486849974080266 3945.5236 4005.6724 -826.667670733794 3945.5236 4625.8272 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008R 30.535642781669136 3688.3357 3945.5236 +CMFGEN 1.02 14.689999999798601 2.3604142759622584 3945.5236 4005.6724 -1051.9334604015885 3945.5236 4625.8272 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008R 12.478592294040737 3688.3357 3945.5236 +CMFGEN 1.4 14.689999999798601 2.1701033790991398 3945.5236 4005.6724 -1127.284289126735 3945.5236 4625.8272 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008R 5.388501922963886 3688.3357 3945.5236 +CMFGEN 1.7 14.689999999798601 1.4567829227184004 3945.5236 4005.6724 -637.9688564821182 3945.5236 4625.8272 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 2008R -41.300839663342714 3688.3357 3945.5236 +OBSERVED "" 14.729999999835854 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 186.91401358076095 5903.2008 6518.146 388.95141979180454 7691.2209 8687.1648 2008R "" "" "" +CMFGEN 1.04 14.729999999835854 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 155.06387132158767 5903.2008 6518.146 212.63795550365026 7691.2209 8687.1648 2008R "" "" "" +CMFGEN 1.02 14.729999999835854 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 120.268673910346 5903.2008 6518.146 209.90831699914534 7691.2209 8687.1648 2008R "" "" "" +CMFGEN 1.4 14.729999999835854 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 65.24928432494985 5903.2008 6518.146 126.83819094216737 7691.2209 8687.1648 2008R "" "" "" +CMFGEN 1.7 14.729999999835854 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 115.69824877526804 5903.2008 6518.146 319.59255265036836 7691.2209 8687.1648 2008R "" "" "" +OBSERVED "" 20.68000000002212 2.6799329123289444 3952.5544 4007.0204 296.2109117495812 3952.5544 4604.6668 415.5626894099367 4604.6668 5517.0326 33.79466436075098 5290.5431 5517.0326 36.89238416436683 5563.6121 5835.6953 249.90168138736448 5835.6953 6519.1071 407.4312840778879 7737.0735 8691.5827 2008R 110.388896749033 3682.1964 3952.5544 +CMFGEN 1.04 20.68000000002212 -0.7504126247628646 3952.5544 4007.0204 -16.96424872190882 3952.5544 4604.6668 176.7753110981213 4604.6668 5517.0326 4.584170485458877 5290.5431 5517.0326 -27.062356078815633 5563.6121 5835.6953 18.550859446007294 5835.6953 6519.1071 51.13836830007804 7737.0735 8691.5827 2008R -24.786547181691446 3682.1964 3952.5544 +CMFGEN 1.02 20.68000000002212 1.4521835885449832 3952.5544 4007.0204 70.47468799297594 3952.5544 4604.6668 107.05240046507043 4604.6668 5517.0326 1.1080365061864548 5290.5431 5517.0326 7.493222119916117 5563.6121 5835.6953 67.53598035592722 5835.6953 6519.1071 -147.92139778503278 7737.0735 8691.5827 2008R -500.95297164074157 3682.1964 3952.5544 +CMFGEN 1.4 20.68000000002212 1.7319266255261903 3952.5544 4007.0204 -1187.0121822700253 3952.5544 4604.6668 603.4421708308186 4604.6668 5517.0326 65.38504354452664 5290.5431 5517.0326 14.05557156487358 5563.6121 5835.6953 80.43556798745918 5835.6953 6519.1071 169.4017097680163 7737.0735 8691.5827 2008R -0.47409776530382963 3682.1964 3952.5544 +CMFGEN 1.7 20.68000000002212 -0.4263248514516223 3952.5544 4007.0204 -31.810887367146073 3952.5544 4604.6668 130.15341716400124 4604.6668 5517.0326 6.584874775598187 5290.5431 5517.0326 19.916690552587713 5563.6121 5835.6953 92.42296909349973 5835.6953 6519.1071 -141.7437127336216 7737.0735 8691.5827 2008R -63.84766118981504 3682.1964 3952.5544 +OBSERVED "" 26.700000000040745 1.6551473518048598 3978.1167 4006.2588 293.4528474604557 3978.1167 4615.3326 405.4119306873725 4615.3326 5517.8877 35.08188476967267 5292.7515 5517.8877 45.295105291725974 5558.0906 5829.4602 253.31810761626065 5829.4602 6478.737 414.42149255705425 7747.1384 8635.6224 2008R "" "" "" +CMFGEN 1.04 26.700000000040745 0.007413106262763832 3978.1167 4006.2588 25.24084182117521 3978.1167 4615.3326 151.88404311954642 4615.3326 5517.8877 7.635735109364077 5292.7515 5517.8877 -2.006428995769551 5558.0906 5829.4602 138.60298581225723 5829.4602 6478.737 62.32143140275264 7747.1384 8635.6224 2008R "" "" "" +CMFGEN 1.02 26.700000000040745 -0.04748997819928849 3978.1167 4006.2588 -19.5418828288854 3978.1167 4615.3326 165.060726168138 4615.3326 5517.8877 14.85305599960442 5292.7515 5517.8877 20.504848215971695 5558.0906 5829.4602 132.69421632726528 5829.4602 6478.737 1.557823740965965 7747.1384 8635.6224 2008R "" "" "" +CMFGEN 1.4 26.700000000040745 0.026687558561146716 3978.1167 4006.2588 -24.116271929206818 3978.1167 4615.3326 155.94680264735908 4615.3326 5517.8877 14.87726679541352 5292.7515 5517.8877 41.05928910774091 5558.0906 5829.4602 121.99791694667411 5829.4602 6478.737 -243.03792676827516 7747.1384 8635.6224 2008R "" "" "" +CMFGEN 1.7 26.700000000040745 -0.09587389320921189 3978.1167 4006.2588 -36.35499814296989 3978.1167 4615.3326 160.53815294753588 4615.3326 5517.8877 13.468576167741578 5292.7515 5517.8877 4.496479808307508 5558.0906 5829.4602 112.84462701666548 5829.4602 6478.737 85.69340854713766 7747.1384 8635.6224 2008R "" "" "" +OBSERVED "" 54534.33999999985 "" "" "" "" "" "" 209.82445021390413 4513.087 5136.019 122.88252492719384 5150.2575 5629.0252 35.36714117829912 5629.0252 5847.9413 138.00766548893674 5847.9413 6287.5533 319.09220659499545 7793.5567 8607.0307 2008ar "" "" "" +CMFGEN 1.04 54534.33999999985 "" "" "" "" "" "" -1249.086859491153 4513.087 5136.019 -47.92909840828389 5150.2575 5629.0252 97.52198576168254 5629.0252 5847.9413 16.475897624202826 5847.9413 6287.5533 -44.16300072964185 7793.5567 8607.0307 2008ar "" "" "" +CMFGEN 1.02 54534.33999999985 "" "" "" "" "" "" -1320.997229949751 4513.087 5136.019 -113.84847168293065 5150.2575 5629.0252 99.9271230638163 5629.0252 5847.9413 47.40900527063915 5847.9413 6287.5533 242.39849166355444 7793.5567 8607.0307 2008ar "" "" "" +CMFGEN 1.4 54534.33999999985 "" "" "" "" "" "" -1042.1977055938921 4513.087 5136.019 -118.37039699830237 5150.2575 5629.0252 96.96353597268464 5629.0252 5847.9413 50.88805908182024 5847.9413 6287.5533 254.84231750942695 7793.5567 8607.0307 2008ar "" "" "" +CMFGEN 1.7 54534.33999999985 "" "" "" "" "" "" -1555.723959287016 4513.087 5136.019 -77.94293611966849 5150.2575 5629.0252 106.1554830986084 5629.0252 5847.9413 5.054720981955382 5847.9413 6287.5533 282.6596782294108 7793.5567 8607.0307 2008ar "" "" "" +OBSERVED "" 54568.25 3.9701319317295587 3963.9931 4002.5239 289.8703339825821 3963.9931 4619.0171 412.46576592288795 4619.0171 5531.9012 30.190257818112514 5297.7524 5531.9012 54.963583534043394 5570.432 5834.22 265.74564493449475 5834.22 6509.9913 494.983551472934 7740.0138 8807.0212 2008ar "" "" "" +CMFGEN 1.04 54568.25 -0.6107469656201703 3963.9931 4002.5239 453.93289647210565 3963.9931 4619.0171 58.87696689992226 4619.0171 5531.9012 82.75282058295119 5297.7524 5531.9012 149.6043151430348 5570.432 5834.22 237.2297603634617 5834.22 6509.9913 126.84920917524985 7740.0138 8807.0212 2008ar "" "" "" +CMFGEN 1.02 54568.25 -0.9653396368806457 3963.9931 4002.5239 441.55778043128566 3963.9931 4619.0171 68.27412692435657 4619.0171 5531.9012 75.23028419799503 5297.7524 5531.9012 150.16813561958224 5570.432 5834.22 188.06803485085732 5834.22 6509.9913 389.44954344992465 7740.0138 8807.0212 2008ar "" "" "" +CMFGEN 1.4 54568.25 -0.8498821892744769 3963.9931 4002.5239 403.7379478239404 3963.9931 4619.0171 76.7975835459493 4619.0171 5531.9012 63.89378064870524 5297.7524 5531.9012 146.78978418174714 5570.432 5834.22 164.86537500949797 5834.22 6509.9913 357.7311184731796 7740.0138 8807.0212 2008ar "" "" "" +CMFGEN 1.7 54568.25 -0.6093427442345901 3963.9931 4002.5239 473.06998127219924 3963.9931 4619.0171 25.956944956958928 4619.0171 5531.9012 97.62824903976572 5297.7524 5531.9012 148.6562578022327 5570.432 5834.22 218.63222189702148 5834.22 6509.9913 565.7709502008559 7740.0138 8807.0212 2008ar "" "" "" +OBSERVED "" 54538.24000000022 19.637840723538545 3946.2771 4086.0224 144.20862457100685 3946.2771 4600.1797 185.22155229305554 4600.1797 5219.8052 92.40322770543015 5219.8052 5610.0375 "" "" "" "" "" "" "" "" "" 2008ar 154.32652405674926 3574.5018 3946.2771 +CMFGEN 1.04 54538.24000000022 -27.848102977060936 3946.2771 4086.0224 429.33932762050273 3946.2771 4600.1797 24.544864497149966 4600.1797 5219.8052 132.7282949344285 5219.8052 5610.0375 "" "" "" "" "" "" "" "" "" 2008ar 218.8712043299842 3574.5018 3946.2771 +CMFGEN 1.02 54538.24000000022 -27.011597906716812 3946.2771 4086.0224 407.88732444188474 3946.2771 4600.1797 66.37416685055409 4600.1797 5219.8052 125.04658403089472 5219.8052 5610.0375 "" "" "" "" "" "" "" "" "" 2008ar 129.41061626471077 3574.5018 3946.2771 +CMFGEN 1.4 54538.24000000022 -20.132449415031363 3946.2771 4086.0224 358.26443574668957 3946.2771 4600.1797 92.85665536360169 4600.1797 5219.8052 108.08898354325626 5219.8052 5610.0375 "" "" "" "" "" "" "" "" "" 2008ar 95.04316867853011 3574.5018 3946.2771 +CMFGEN 1.7 54538.24000000022 -34.51117263969233 3946.2771 4086.0224 447.4497500267344 3946.2771 4600.1797 -16.558442252714727 4600.1797 5219.8052 121.64474081514571 5219.8052 5610.0375 "" "" "" "" "" "" "" "" "" 2008ar 237.24612915819375 3574.5018 3946.2771 +OBSERVED "" 54538.27000000002 "" "" "" "" "" "" "" "" "" 92.61802942528226 5212.9189 5607.9609 23.768706490724295 5607.9609 5855.8304 109.36927635787794 5855.8304 6332.2047 230.57855483023695 7815.5488 8574.6492 2008ar "" "" "" +CMFGEN 1.04 54538.27000000002 "" "" "" "" "" "" "" "" "" 114.45882898013951 5212.9189 5607.9609 115.43520758779837 5607.9609 5855.8304 28.707531653646225 5855.8304 6332.2047 115.63017982860909 7815.5488 8574.6492 2008ar "" "" "" +CMFGEN 1.02 54538.27000000002 "" "" "" "" "" "" "" "" "" 107.955224691294 5212.9189 5607.9609 117.45741416565487 5607.9609 5855.8304 43.476684815663425 5855.8304 6332.2047 299.1377268866796 7815.5488 8574.6492 2008ar "" "" "" +CMFGEN 1.4 54538.27000000002 "" "" "" "" "" "" "" "" "" 93.23389587907037 5212.9189 5607.9609 114.89534232575323 5607.9609 5855.8304 39.56239175911778 5855.8304 6332.2047 297.7569200213431 7815.5488 8574.6492 2008ar "" "" "" +CMFGEN 1.7 54538.27000000002 "" "" "" "" "" "" "" "" "" 101.78057802095847 5212.9189 5607.9609 127.03646079111421 5607.9609 5855.8304 32.51456113835375 5855.8304 6332.2047 311.15691742181093 7815.5488 8574.6492 2008ar "" "" "" +OBSERVED "" 54544.220000000205 38.95404118489103 3944.8074 4148.3926 216.68974175109335 3944.8074 4588.5569 237.82904343667002 4588.5569 5232.0621 37.616541942782035 5232.0621 5544.4052 56.386030146508794 5550.2708 5874.3452 125.42016112152842 5874.3452 6338.7051 343.1151409456131 7761.6018 8659.0385 2008ar 137.73298312308438 3589.4498 3944.8074 +CMFGEN 1.04 54544.220000000205 -42.033713438325854 3944.8074 4148.3926 407.7553398920287 3944.8074 4588.5569 -41.82130729986811 4588.5569 5232.0621 69.79184820988172 5232.0621 5544.4052 168.12163984352105 5550.2708 5874.3452 49.156030030799194 5874.3452 6338.7051 -77.26552312483835 7761.6018 8659.0385 2008ar 210.30185279691733 3589.4498 3944.8074 +CMFGEN 1.02 54544.220000000205 -35.42112474495595 3944.8074 4148.3926 380.81180073313067 3944.8074 4588.5569 4.0884927867266185 4588.5569 5232.0621 69.65404567459254 5232.0621 5544.4052 172.96174497802156 5550.2708 5874.3452 58.80997781102835 5874.3452 6338.7051 257.4199630684129 7761.6018 8659.0385 2008ar 129.46895311868434 3589.4498 3944.8074 +CMFGEN 1.4 54544.220000000205 -37.77342585533026 3944.8074 4148.3926 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4006.7758 427.36253932433243 3942.6774 4599.1997 26.882960353454557 4599.1997 5234.3559 58.8659840080844 5234.3559 5531.5391 157.96567489521155 5560.6747 5877.2816 62.77529871401203 5877.2816 6349.2784 340.609095342744 7899.2926 8660.703 2008ar "" "" "" +CMFGEN 1.02 54545.29000000004 -4.767270145252023 3942.6774 4006.7758 405.43521496595844 3942.6774 4599.1997 65.69107385033513 4599.1997 5234.3559 62.32267006339171 5234.3559 5531.5391 162.5894591024085 5560.6747 5877.2816 66.89414906361557 5877.2816 6349.2784 406.6067237562513 7899.2926 8660.703 2008ar "" "" "" +CMFGEN 1.4 54545.29000000004 -5.416746211401657 3942.6774 4006.7758 354.1862253143445 3942.6774 4599.1997 88.86878765136065 4599.1997 5234.3559 58.49345802451523 5234.3559 5531.5391 163.1915979750791 5560.6747 5877.2816 63.02795545222694 5877.2816 6349.2784 399.53668031215074 7899.2926 8660.703 2008ar "" "" "" +CMFGEN 1.7 54545.29000000004 -3.9259433161895796 3942.6774 4006.7758 444.9132376358086 3942.6774 4599.1997 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54582.18000000017 "" "" "" "" "" "" 187.00983013501698 4644.645 5533.836 64.53276656518668 5297.6726 5533.836 167.13547819868438 5553.5163 5843.3531 191.5053785096025 5843.3531 6516.3492 275.473501173586 7769.0296 8695.4304 2008ar "" "" "" +CMFGEN 1.7 54582.18000000017 "" "" "" "" "" "" 212.12232080081844 4644.645 5533.836 99.66008167546799 5297.6726 5533.836 168.70130520028258 5553.5163 5843.3531 257.0067858587164 5843.3531 6516.3492 341.95839226817833 7769.0296 8695.4304 2008ar "" "" "" +OBSERVED "" 54556.25 -0.6566308582654814 3955.1014 4002.5239 311.80018581719315 3955.1014 4621.981 347.14265525516106 4621.981 5437.0561 8.708659720878046 5291.8245 5508.1899 84.670148103016 5561.5403 5869.7869 213.56984589177438 5869.7869 6524.8109 461.3634739657831 7689.6273 8765.5265 2008ar "" "" "" +CMFGEN 1.04 54556.25 -1.1812186321207312 3955.1014 4002.5239 457.88997604743616 3955.1014 4621.981 -24.795790517531827 4621.981 5437.0561 61.820544910557736 5291.8245 5508.1899 159.03284343871115 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7689.6273 8765.5265 2008ar "" "" "" +OBSERVED "" 54525.37000000011 23.4254068265194 3926.4031 4063.226 127.87588508097984 3926.4031 4493.2408 147.76163901210515 4509.2331 5079.6246 67.73704348575104 5173.8014 5593.1546 14.580777302777031 5593.1546 5845.4774 125.99362722240835 5845.4774 6305.6998 160.57682401265018 7638.9019 8491.9507 2008ar "" "" "" +CMFGEN 1.04 54525.37000000011 -30.476043600548778 3926.4031 4063.226 108.67945538255867 3926.4031 4493.2408 -928.6404262681084 4509.2331 5079.6246 -29.554188529270533 5173.8014 5593.1546 130.19162686495915 5593.1546 5845.4774 3.3985516006328087 5845.4774 6305.6998 -403.5694764367869 7638.9019 8491.9507 2008ar "" "" "" +CMFGEN 1.02 54525.37000000011 -31.870291679516235 3926.4031 4063.226 -49.796024544280826 3926.4031 4493.2408 -1018.3386394090829 4509.2331 5079.6246 -34.438365220885856 5173.8014 5593.1546 130.98295575216758 5593.1546 5845.4774 29.572312282236588 5845.4774 6305.6998 -35.00023631189032 7638.9019 8491.9507 2008ar "" "" "" 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76.02181848944952 4603.4322 5259.6013 87.89180503724197 5259.6013 5508.2864 -84.48410275358874 5550.2333 5882.8121 126.39559659438305 5882.8121 6473.0647 431.47747321231645 7524.733 8648.3103 2008bc "" "" "" +CMFGEN 1.4 19.210000000035507 43.76667761598873 3953.2554 4148.0088 -959.0287838143058 3953.2554 4603.4322 -39.00482585959415 4603.4322 5259.6013 67.62317582730172 5259.6013 5508.2864 -11.3106400445228 5550.2333 5882.8121 54.62874052953834 5882.8121 6473.0647 350.8318046828707 7524.733 8648.3103 2008bc "" "" "" +CMFGEN 1.7 19.210000000035507 -24.267061619894687 3953.2554 4148.0088 -46.11909631969306 3953.2554 4603.4322 60.64401484226684 4603.4322 5259.6013 6.03191778769986 5259.6013 5508.2864 -26.45560658914308 5550.2333 5882.8121 4.051589593261795 5882.8121 6473.0647 208.27294207762537 7524.733 8648.3103 2008bc "" "" "" +OBSERVED "" -9.80999999998312 -0.03268704994017804 3999.9398 4082.5683 84.79713251741066 4082.5683 4479.7182 112.92057436330863 4511.7034 5050.1214 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408.7547391244873 4100.6344 4699.0883 162.48585864613594 4699.0883 5443.1121 78.27767368777012 5294.8465 5513.2014 165.1007675520456 5564.4204 5855.5602 "" "" "" "" "" "" 2008hu -246.03690780698105 3798.7116 4089.8514 +OBSERVED "" 1.8599999998696148 30.186470547368625 3918.9272 4080.4681 126.60803458120913 3918.9272 4523.7208 131.34337107367688 4523.7208 5106.8443 87.80056801406678 5201.4049 5607.2273 23.208061697944903 5607.2273 5883.029 98.36699820344151 5883.029 6312.4916 160.8910408302548 7791.9705 8574.0652 2008hv "" "" "" +CMFGEN 1.04 1.8599999998696148 23.365331310608653 3918.9272 4080.4681 -449.3856618481573 3918.9272 4523.7208 206.237446462327 4523.7208 5106.8443 171.6044174490574 5201.4049 5607.2273 -23.09224236024766 5607.2273 5883.029 84.1252775361729 5883.029 6312.4916 117.28962532586584 7791.9705 8574.0652 2008hv "" "" "" +CMFGEN 1.02 1.8599999998696148 32.118929012182264 3918.9272 4080.4681 -458.9275206071273 3918.9272 4523.7208 252.56076325370017 4523.7208 5106.8443 197.74991054072268 5201.4049 5607.2273 -4.4235992827427 5607.2273 5883.029 66.65361712847937 5883.029 6312.4916 104.89496546780816 7791.9705 8574.0652 2008hv "" "" "" +CMFGEN 1.4 1.8599999998696148 35.17342534775865 3918.9272 4080.4681 -484.4492092780902 3918.9272 4523.7208 206.99875508768304 4523.7208 5106.8443 139.61625088161128 5201.4049 5607.2273 26.42303366026217 5607.2273 5883.029 12.937174492035748 5883.029 6312.4916 60.2061174119011 7791.9705 8574.0652 2008hv "" "" "" +CMFGEN 1.7 1.8599999998696148 24.010589036940498 3918.9272 4080.4681 171.70020216752846 3918.9272 4523.7208 280.4750021202513 4523.7208 5106.8443 26.07424179033072 5201.4049 5607.2273 -36.755401521218744 5607.2273 5883.029 96.36578321481508 5883.029 6312.4916 172.37873293200226 7791.9705 8574.0652 2008hv "" "" "" +OBSERVED "" 1.8300000000745058 26.138215190320633 3920.2105 4091.2522 108.78338192906737 3920.2105 4521.8054 125.94307712535002 4521.8054 5107.6723 85.07927821162704 5194.1762 5605.0694 25.974920603628867 5605.0694 5878.3429 101.1731100616552 5878.3429 6299.0662 172.46524038343446 7820.7474 8554.064 2008hv "" "" "" +CMFGEN 1.04 1.8300000000745058 23.665403451983394 3920.2105 4091.2522 -442.962397443104 3920.2105 4521.8054 207.98214148949154 4521.8054 5107.6723 176.17557645801813 5194.1762 5605.0694 -24.148590755393787 5605.0694 5878.3429 78.81678497074844 5878.3429 6299.0662 93.58385255375914 7820.7474 8554.064 2008hv "" "" "" +CMFGEN 1.02 1.8300000000745058 34.82567839168443 3920.2105 4091.2522 -450.67919683027156 3920.2105 4521.8054 254.44900172850043 4521.8054 5107.6723 203.9369573452256 5194.1762 5605.0694 -6.1804483018481475 5605.0694 5878.3429 63.23095848148175 5878.3429 6299.0662 84.05701467260945 7820.7474 8554.064 2008hv "" "" "" +CMFGEN 1.4 1.8300000000745058 39.523920765149505 3920.2105 4091.2522 -474.114997459965 3920.2105 4521.8054 208.47113724115889 4521.8054 5107.6723 146.91541755894832 5194.1762 5605.0694 25.851605660107083 5605.0694 5878.3429 13.671313201092433 5878.3429 6299.0662 42.352499871598724 7820.7474 8554.064 2008hv "" "" "" +CMFGEN 1.7 1.8300000000745058 27.57125362400159 3920.2105 4091.2522 180.64941545214205 3920.2105 4521.8054 284.7082414064166 4521.8054 5107.6723 17.30078925790246 5194.1762 5605.0694 -38.112316783644914 5605.0694 5878.3429 93.69578492807777 5878.3429 6299.0662 136.414757021091 7820.7474 8554.064 2008hv "" "" "" +OBSERVED "" 3.7599999997764826 21.13325912083578 3936.1327 4083.3148 113.98463819738163 3936.1327 4524.8613 129.2218893304522 4524.8613 5125.6048 89.0492351122873 5188.6828 5585.1735 25.360635291865087 5585.1735 5846.497 101.23534594464564 5846.497 6285.0397 155.4005022610703 7546.601 8507.7906 2008hv "" "" "" +CMFGEN 1.04 3.7599999997764826 15.532835480481067 3936.1327 4083.3148 -459.69699557274566 3936.1327 4524.8613 214.9035836385235 4524.8613 5125.6048 179.9184522930528 5188.6828 5585.1735 -32.1437376291595 5585.1735 5846.497 89.20689201127183 5846.497 6285.0397 372.8819929502921 7546.601 8507.7906 2008hv "" "" "" +CMFGEN 1.02 3.7599999997764826 24.33160789421771 3936.1327 4083.3148 -481.54948060649133 3936.1327 4524.8613 257.37461570181677 4524.8613 5125.6048 206.07752627102371 5188.6828 5585.1735 -22.910691482758065 5585.1735 5846.497 73.09626347370765 5846.497 6285.0397 356.3078175426163 7546.601 8507.7906 2008hv "" "" "" +CMFGEN 1.4 3.7599999997764826 27.888271528681255 3936.1327 4083.3148 -511.01764877204516 3936.1327 4524.8613 183.61075179131444 4524.8613 5125.6048 163.99722166879764 5188.6828 5585.1735 21.113056760873363 5585.1735 5846.497 17.58774686103603 5846.497 6285.0397 309.5702947854619 7546.601 8507.7906 2008hv "" "" "" +CMFGEN 1.7 3.7599999997764826 18.960202063025367 3936.1327 4083.3148 142.92231972165803 3936.1327 4524.8613 291.7884030086784 4524.8613 5125.6048 -2.1592479233308026 5188.6828 5585.1735 -50.29112707253143 5585.1735 5846.497 109.77399714346305 5846.497 6285.0397 480.13330658505254 7546.601 8507.7906 2008hv "" "" "" +OBSERVED "" 23.759999999776483 "" "" "" "" "" "" "" "" "" "" "" "" 54.0697119193268 5559.7566 5839.5361 212.18534901409913 5839.5361 6488.4691 405.4147168218474 7642.5596 8691.7328 2008hv "" "" "" +CMFGEN 1.04 23.759999999776483 "" "" "" "" "" "" "" "" "" "" "" "" -4.798412025328761 5559.7566 5839.5361 129.72141042298497 5839.5361 6488.4691 69.34475945757528 7642.5596 8691.7328 2008hv "" "" "" +CMFGEN 1.02 23.759999999776483 "" "" "" "" "" "" "" "" "" "" "" "" 16.267763710785825 5559.7566 5839.5361 98.01634870383536 5839.5361 6488.4691 -299.32826087590985 7642.5596 8691.7328 2008hv "" "" "" +CMFGEN 1.4 23.759999999776483 "" "" "" "" "" "" "" "" "" "" "" "" 25.3938988296377 5559.7566 5839.5361 89.3032751586274 5839.5361 6488.4691 117.90595518780327 7642.5596 8691.7328 2008hv "" "" "" +CMFGEN 1.7 23.759999999776483 "" "" "" "" "" "" "" "" "" "" "" "" 14.987201523606814 5559.7566 5839.5361 117.74925358871936 5839.5361 6488.4691 16.22991612943815 7642.5596 8691.7328 2008hv "" "" "" +OBSERVED "" 71.75999999977648 1.613934019235738 3975.181 4008.2219 302.69204668020086 3975.181 4632.9951 279.1254918627516 4632.9951 5335.865 3.9940378319778396 5299.8204 5525.0992 103.94398139946735 5555.1364 5864.5193 195.4763944060437 5864.5193 6489.2925 474.3281537788901 7651.7311 8721.0545 2008hv "" "" "" +CMFGEN 1.04 71.75999999977648 -0.3576734253426781 3975.181 4008.2219 251.99743095240046 3975.181 4632.9951 231.65079749986919 4632.9951 5335.865 23.17438417757326 5299.8204 5525.0992 118.01991042602415 5555.1364 5864.5193 161.1962525569989 5864.5193 6489.2925 286.81951330758244 7651.7311 8721.0545 2008hv "" "" "" +CMFGEN 1.02 71.75999999977648 -0.512790563242008 3975.181 4008.2219 269.5620116585877 3975.181 4632.9951 286.0017266673084 4632.9951 5335.865 1.2850677784853874 5299.8204 5525.0992 87.18002844875244 5555.1364 5864.5193 171.03171190437763 5864.5193 6489.2925 472.2152483486203 7651.7311 8721.0545 2008hv "" "" "" +CMFGEN 1.4 71.75999999977648 -0.3130593196114007 3975.181 4008.2219 280.5011639022347 3975.181 4632.9951 289.19584571087626 4632.9951 5335.865 4.7520450089615665 5299.8204 5525.0992 68.19001919055225 5555.1364 5864.5193 189.5364418500772 5864.5193 6489.2925 471.07711659560584 7651.7311 8721.0545 2008hv "" "" "" +CMFGEN 1.7 71.75999999977648 -0.25033559971097447 3975.181 4008.2219 253.7057149243658 3975.181 4632.9951 254.94597577739623 4632.9951 5335.865 22.78043446543668 5299.8204 5525.0992 150.11036221893463 5555.1364 5864.5193 169.24001310240692 5864.5193 6489.2925 252.44445100158003 7651.7311 8721.0545 2008hv "" "" "" +OBSERVED "" 7.740000000223517 21.439770429205716 3942.1401 4095.3297 151.27643142522152 3942.1401 4602.9579 179.1609671830662 4602.9579 5200.6977 57.58709526021749 5200.6977 5549.1289 44.41934637811035 5558.1401 5867.523 110.75500258892191 5867.523 6300.0583 259.55179185706703 7877.0099 8657.9765 2008hv "" "" "" +CMFGEN 1.04 7.740000000223517 13.410582707882549 3942.1401 4095.3297 -750.925246482475 3942.1401 4602.9579 272.9976267995534 4602.9579 5200.6977 168.03001622187304 5200.6977 5549.1289 -60.91337278215817 5558.1401 5867.523 85.4979521803181 5867.523 6300.0583 46.62293597921108 7877.0099 8657.9765 2008hv "" "" "" +CMFGEN 1.02 7.740000000223517 24.482092861770504 3942.1401 4095.3297 -938.3657673179312 3942.1401 4602.9579 138.05186495369801 4602.9579 5200.6977 173.5998440482681 5200.6977 5549.1289 -61.917317925840365 5558.1401 5867.523 68.3797930029223 5867.523 6300.0583 54.51610861741078 7877.0099 8657.9765 2008hv "" "" "" +CMFGEN 1.4 7.740000000223517 29.503082838661197 3942.1401 4095.3297 -1010.5606163546482 3942.1401 4602.9579 20.936425496510708 4602.9579 5200.6977 131.05151918873057 5200.6977 5549.1289 0.5869677840085629 5558.1401 5867.523 15.1240145968148 5867.523 6300.0583 -12.458938283064235 7877.0099 8657.9765 2008hv "" "" "" +CMFGEN 1.7 7.740000000223517 20.698331226601145 3942.1401 4095.3297 -487.11954721283166 3942.1401 4602.9579 306.43793121276667 4602.9579 5200.6977 -26.897581320391723 5200.6977 5549.1289 -96.32676322269282 5558.1401 5867.523 102.13601049779652 5867.523 6300.0583 72.23762752488136 7877.0099 8657.9765 2008hv "" "" "" +OBSERVED "" 10.790000000037253 16.124452802454236 3939.1364 4053.2777 201.78825769866287 3939.1364 4587.9394 226.01430941115115 4587.9394 5230.7349 24.36848678323173 5230.7349 5510.0806 65.78608899162299 5552.1327 5846.497 135.1691443601367 5846.497 6393.1735 281.7624136146514 7624.6977 8697.0248 2008hv "" "" "" +CMFGEN 1.04 10.790000000037253 11.405756221622278 3939.1364 4053.2777 -696.5383910287043 3939.1364 4587.9394 214.38016841990463 4587.9394 5230.7349 126.16162571578697 5230.7349 5510.0806 -60.27913399442101 5552.1327 5846.497 160.34128446872853 5846.497 6393.1735 298.1434221690626 7624.6977 8697.0248 2008hv "" "" "" +CMFGEN 1.02 10.790000000037253 14.034050651825634 3939.1364 4053.2777 -852.5740686448632 3939.1364 4587.9394 111.97558133981738 4587.9394 5230.7349 108.82668099284946 5230.7349 5510.0806 -71.18859779689872 5552.1327 5846.497 118.66595095879428 5846.497 6393.1735 293.8210129576446 7624.6977 8697.0248 2008hv "" "" "" +CMFGEN 1.4 10.790000000037253 14.733618363487954 3939.1364 4053.2777 -918.1690421017859 3939.1364 4587.9394 -8.04925608016292 4587.9394 5230.7349 87.51133205905523 5230.7349 5510.0806 -10.881653668058094 5552.1327 5846.497 27.7033918002572 5846.497 6393.1735 205.5149793556061 7624.6977 8697.0248 2008hv "" "" "" +CMFGEN 1.7 10.790000000037253 9.679427163112624 3939.1364 4053.2777 -369.71949630881215 3939.1364 4587.9394 362.60563574744697 4587.9394 5230.7349 -81.97378088373371 5230.7349 5510.0806 -94.9625459558609 5552.1327 5846.497 152.37169766574758 5846.497 6393.1735 422.4999450209565 7624.6977 8697.0248 2008hv "" "" "" +OBSERVED "" 11.779999999795109 17.711354546459358 3936.1327 4056.2814 237.18493301844603 3936.1327 4611.9691 232.05484905888255 4611.9691 5239.746 13.324743819048626 5239.746 5504.0732 69.22880454862492 5552.1327 5882.5416 161.85245992096458 5882.5416 6474.2739 362.1198451732225 7789.9021 8712.0434 2008hv "" "" "" +CMFGEN 1.04 11.779999999795109 12.891913177263472 3936.1327 4056.2814 -791.0605637591555 3936.1327 4611.9691 173.6511724400679 4611.9691 5239.746 113.2949449459521 5239.746 5504.0732 -71.62181148794105 5552.1327 5882.5416 164.85056527637357 5882.5416 6474.2739 92.41645952303297 7789.9021 8712.0434 2008hv "" "" "" +CMFGEN 1.02 11.779999999795109 16.03698035439215 3936.1327 4056.2814 -990.1313739893637 3936.1327 4611.9691 77.21610218744493 4611.9691 5239.746 96.33975143429308 5239.746 5504.0732 -78.18781348067934 5552.1327 5882.5416 124.159665693343 5882.5416 6474.2739 105.41444131320748 7789.9021 8712.0434 2008hv "" "" "" +CMFGEN 1.4 11.779999999795109 16.99363826534949 3936.1327 4056.2814 -1059.2428061484563 3936.1327 4611.9691 -47.281499801202614 4611.9691 5239.746 79.44787395336692 5239.746 5504.0732 -8.035086620219305 5552.1327 5882.5416 51.316581127973464 5882.5416 6474.2739 23.170651077246376 7789.9021 8712.0434 2008hv "" "" "" +CMFGEN 1.7 11.779999999795109 11.011827508502599 3936.1327 4056.2814 -541.4961342469255 3936.1327 4611.9691 346.1792581970657 4611.9691 5239.746 -84.79726858636857 5239.746 5504.0732 -118.20320512362909 5552.1327 5882.5416 133.19190061851577 5882.5416 6474.2739 143.802373686097 7789.9021 8712.0434 2008hv "" "" "" +OBSERVED "" -6.180000000167638 "" "" "" "" "" "" "" "" "" "" "" "" 15.114802587732536 5559.7566 5866.7369 101.42776065715275 5866.7369 6340.8077 152.63577138652374 7716.3903 8481.8982 2008hv "" "" "" +CMFGEN 1.04 -6.180000000167638 "" "" "" "" "" "" "" "" "" "" "" "" -58.956050217740824 5559.7566 5866.7369 113.78984927976421 5866.7369 6340.8077 185.71079242797163 7716.3903 8481.8982 2008hv "" "" "" +CMFGEN 1.02 -6.180000000167638 "" "" "" "" "" "" "" "" "" "" "" "" -58.554575225507634 5559.7566 5866.7369 86.42938070429946 5866.7369 6340.8077 151.30857158645372 7716.3903 8481.8982 2008hv "" "" "" +CMFGEN 1.4 -6.180000000167638 "" "" "" "" "" "" "" "" "" "" "" "" 2.5590237871754553 5559.7566 5866.7369 17.17962872502629 5866.7369 6340.8077 126.14437846632701 7716.3903 8481.8982 2008hv "" "" "" +CMFGEN 1.7 -6.180000000167638 "" "" "" "" "" "" "" "" "" "" "" "" -93.03943830147111 5559.7566 5866.7369 119.13685785843566 5866.7369 6340.8077 252.72624288216483 7716.3903 8481.8982 2008hv "" "" "" +OBSERVED "" 23.77999999979511 1.2278138206502205 3956.6329 4007.2172 270.59772969542513 3956.6329 4624.8777 362.17253467865623 4624.8777 5463.5116 14.274298538458783 5293.1225 5511.4335 "" "" "" "" "" "" "" "" "" 2008hv 88.84137074371733 3679.7506 3956.6329 +CMFGEN 1.04 23.77999999979511 -0.0038834159535366835 3956.6329 4007.2172 -15.137463473750442 3956.6329 4624.8777 147.24843637096154 4624.8777 5463.5116 5.601594145768185 5293.1225 5511.4335 "" "" "" "" "" "" "" "" "" 2008hv -30.25336247842789 3679.7506 3956.6329 +CMFGEN 1.02 23.77999999979511 -0.023176018837928664 3956.6329 4007.2172 -21.344516237880363 3956.6329 4624.8777 128.82342322194808 4624.8777 5463.5116 11.428070104055184 5293.1225 5511.4335 "" "" "" "" "" "" "" "" "" 2008hv -72.14765591127389 3679.7506 3956.6329 +CMFGEN 1.4 23.77999999979511 2.3612096265139955 3956.6329 4007.2172 -75.70731776317282 3956.6329 4624.8777 101.47861706408267 4624.8777 5463.5116 4.510979321220954 5293.1225 5511.4335 "" "" "" "" "" "" "" "" "" 2008hv -386.7134478308732 3679.7506 3956.6329 +CMFGEN 1.7 23.77999999979511 0.258053448956778 3956.6329 4007.2172 -65.45333543460885 3956.6329 4624.8777 138.3763330458372 4624.8777 5463.5116 14.782852844719802 5293.1225 5511.4335 "" "" "" "" "" "" "" "" "" 2008hv -59.965333507360086 3679.7506 3956.6329 +OBSERVED "" 56.700000000186265 "" "" "" "" "" "" 319.9565742835813 4646.8666 5520.522 8.417209043835298 5289.3673 5520.522 94.11945155541167 5551.4639 5837.222 213.66587185984946 5837.222 6492.3888 464.15335666976466 7719.0329 8810.2555 2008hv "" "" "" +CMFGEN 1.04 56.700000000186265 "" "" "" "" "" "" 128.3954366572839 4646.8666 5520.522 18.52296743681818 5289.3673 5520.522 100.1589802281161 5551.4639 5837.222 129.50106164179036 5837.222 6492.3888 211.7145994014375 7719.0329 8810.2555 2008hv "" "" "" +CMFGEN 1.02 56.700000000186265 "" "" "" "" "" "" 149.20509292985366 4646.8666 5520.522 -6.291982662853745 5289.3673 5520.522 69.44278311655899 5551.4639 5837.222 172.27326859464662 5837.222 6492.3888 362.72118150938314 7719.0329 8810.2555 2008hv "" "" "" +CMFGEN 1.4 56.700000000186265 "" "" "" "" "" "" 199.13262738639511 4646.8666 5520.522 -3.2122365139261926 5289.3673 5520.522 43.90690837367829 5551.4639 5837.222 158.62850007395735 5837.222 6492.3888 340.4774393264396 7719.0329 8810.2555 2008hv "" "" "" +CMFGEN 1.7 56.700000000186265 "" "" "" "" "" "" 103.29226139947201 4646.8666 5520.522 12.98695811015046 5289.3673 5520.522 105.98349924665347 5551.4639 5837.222 144.4098182104044 5837.222 6492.3888 172.62988156292914 7719.0329 8810.2555 2008hv "" "" "" +OBSERVED "" 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4642.316 178.53524692464143 4642.316 5329.1414 75.6744437222465 5299.2794 5697.4391 29.501537514552137 5697.4391 5998.0496 114.54582011837613 5998.0496 6436.0252 201.0726928001908 7978.8938 8741.3696 2008ia "" "" "" +CMFGEN 1.04 5.800000000206637 0.2420496317483269 3999.2882 4031.141 -573.8747684425418 4031.141 4642.316 215.49962327542391 4642.316 5329.1414 12.043589939958942 5299.2794 5697.4391 18.393311078174012 5697.4391 5998.0496 84.73720874207957 5998.0496 6436.0252 -20.61217431641377 7978.8938 8741.3696 2008ia "" "" "" +CMFGEN 1.02 5.800000000206637 0.36585844415514923 3999.2882 4031.141 -833.3416325182659 4031.141 4642.316 47.92894100140969 4642.316 5329.1414 30.17043611459735 5299.2794 5697.4391 27.483283198246593 5697.4391 5998.0496 58.247330373650165 5998.0496 6436.0252 8.553956733601279 7978.8938 8741.3696 2008ia "" "" "" +CMFGEN 1.4 5.800000000206637 0.37481608577255776 3999.2882 4031.141 -971.8528418281076 4031.141 4642.316 -46.609130043944916 4642.316 5329.1414 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103.85486649941546 7917.4995 8876.2645 2008ia "" "" "" +OBSERVED "" 10.830000000001746 1.445829187520945 3997.6914 4049.3953 191.7867309979864 3997.6914 4697.2157 203.03823045544806 4697.2157 5323.7461 -2.3072720124240167 5299.4148 5503.1893 73.78085890031696 5557.9347 5995.8977 111.36126903628546 5995.8977 6567.6828 171.79543762384088 7988.0212 8833.5332 2008ia "" "" "" +CMFGEN 1.04 10.830000000001746 0.6138023400438705 3997.6914 4049.3953 -822.1705288521591 3997.6914 4697.2157 156.16889088869152 4697.2157 5323.7461 68.29867599291245 5299.4148 5503.1893 -76.8625403103918 5557.9347 5995.8977 87.36212573024176 5995.8977 6567.6828 -51.13386776773846 7988.0212 8833.5332 2008ia "" "" "" +CMFGEN 1.02 10.830000000001746 1.4105475481773952 3997.6914 4049.3953 -1119.1204014266334 3997.6914 4697.2157 -12.89691548084582 4697.2157 5323.7461 55.46241278469321 5299.4148 5503.1893 -61.7687257152441 5557.9347 5995.8977 66.63600555166502 5995.8977 6567.6828 -30.085503342206884 7988.0212 8833.5332 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5675.9993 5970.7974 27.08668064914785 5970.7974 6597.702 294.3774162521047 7529.6346 8892.7599 2008ia "" "" "" +CMFGEN 1.4 60.729999999908614 "" "" "" "" "" "" 93.68884841344574 4699.4805 5512.0178 -12.603177237412002 5270.6518 5512.0178 -22.36328486045515 5675.9993 5970.7974 28.835205031330247 5970.7974 6597.702 285.57913141347 7529.6346 8892.7599 2008ia "" "" "" +CMFGEN 1.7 60.729999999908614 "" "" "" "" "" "" -56.17079730245274 4699.4805 5512.0178 9.229802760744224 5270.6518 5512.0178 -116.85553721004865 5675.9993 5970.7974 128.1313520243171 5970.7974 6597.702 199.5458878442758 7529.6346 8892.7599 2008ia "" "" "" +OBSERVED "" -2.1499999999796273 0.5251269804268591 3990.1088 4027.8491 118.54250737729171 4027.8491 4620.9116 137.41295806513327 4620.9116 5200.4953 87.90076633019777 5200.4953 5639.9006 8.90788293348044 5639.9006 5812.4279 "" "" "" "" "" "" 2008ia 196.7740983748787 3523.746 4027.8491 +CMFGEN 1.04 -2.1499999999796273 0.47640340996012864 3990.1088 4027.8491 -541.500755101189 4027.8491 4620.9116 266.1935700745171 4620.9116 5200.4953 168.65647069325968 5200.4953 5639.9006 -6.451298714660123 5639.9006 5812.4279 "" "" "" "" "" "" 2008ia 204.96172394122092 3523.746 4027.8491 +CMFGEN 1.02 -2.1499999999796273 0.5778857886004151 3990.1088 4027.8491 -782.6991137645816 4027.8491 4620.9116 130.57208467330318 4620.9116 5200.4953 190.97485759688368 5200.4953 5639.9006 0.03969826930825686 5639.9006 5812.4279 "" "" "" "" "" "" 2008ia 139.84040757687953 3523.746 4027.8491 +CMFGEN 1.4 -2.1499999999796273 0.6756369243617484 3990.1088 4027.8491 -917.6079900161845 4027.8491 4620.9116 13.153961211602734 4620.9116 5200.4953 105.8955731079419 5200.4953 5639.9006 10.340952213252383 5639.9006 5812.4279 "" "" "" "" "" "" 2008ia 75.92875738783553 3523.746 4027.8491 +CMFGEN 1.7 -2.1499999999796273 0.38064870320679817 3990.1088 4027.8491 -655.6674375923274 4027.8491 4620.9116 294.81454811082193 4620.9116 5200.4953 29.227088012566167 5200.4953 5639.9006 -11.501776822684212 5639.9006 5812.4279 "" "" "" "" "" "" 2008ia 20.71220745575824 3523.746 4027.8491 +OBSERVED "" 2.9199999998527346 1.7881276143092812 3978.857 4028.6983 124.90341248411917 4028.6983 4628.7873 157.10918312181514 4628.7873 5320.5843 92.10505230149451 5222.8954 5697.3844 0.6851470273951421 5697.3844 5815.0099 135.74702028214065 5815.0099 6468.9275 172.13464098239092 7980.1152 8683.8741 2008ia "" "" "" +CMFGEN 1.04 2.9199999998527346 1.1923758995978457 3978.857 4028.6983 -554.9978906120683 4028.6983 4628.7873 212.55890885379912 4628.7873 5320.5843 98.44991673880331 5222.8954 5697.3844 -0.3318114166678026 5697.3844 5815.0099 214.75687844972975 5815.0099 6468.9275 -3.6507032234282164 7980.1152 8683.8741 2008ia "" "" "" +CMFGEN 1.02 2.9199999998527346 1.3462783191151462 3978.857 4028.6983 -804.4078775416251 4028.6983 4628.7873 49.40795518054777 4628.7873 5320.5843 109.8734510878337 5222.8954 5697.3844 1.651986553316571 5697.3844 5815.0099 169.71974425152308 5815.0099 6468.9275 23.582549303100926 7980.1152 8683.8741 2008ia "" "" "" +CMFGEN 1.4 2.9199999998527346 1.5181058899627442 3978.857 4028.6983 -940.9008447786441 4028.6983 4628.7873 -50.1086162613997 4628.7873 5320.5843 -1.164477807083756 5222.8954 5697.3844 1.7458988375687312 5697.3844 5815.0099 69.521487708282 5815.0099 6468.9275 -36.46521650512662 7980.1152 8683.8741 2008ia "" "" "" +CMFGEN 1.7 2.9199999998527346 0.884855955115099 3978.857 4028.6983 -702.5784532649222 4028.6983 4628.7873 452.64136705322016 4628.7873 5320.5843 -2.0076351856735677 5222.8954 5697.3844 -1.9313302672325534 5697.3844 5815.0099 191.7004659578164 5815.0099 6468.9275 3.733424653266363 7980.1152 8683.8741 2008ia "" "" "" +OBSERVED "" 7.229999999872234 22.425883929736415 3952.5509 4078.9886 150.1096017343747 3952.5509 4549.7255 187.56975097718708 4549.7255 5224.7079 76.72476480698822 5224.7079 5582.6236 23.287424674927415 5582.6236 5874.4027 101.5623175366988 5874.4027 6343.1945 221.8347929886672 7813.7613 8595.7293 2009D "" "" "" +CMFGEN 1.04 7.229999999872234 9.220709806856359 3952.5509 4078.9886 -543.799972060142 3952.5509 4549.7255 266.9245970079516 4549.7255 5224.7079 152.53192563219687 5224.7079 5582.6236 -38.345930913208406 5582.6236 5874.4027 110.3832239912343 5874.4027 6343.1945 103.65618076805926 7813.7613 8595.7293 2009D "" "" "" +CMFGEN 1.02 7.229999999872234 16.177413355416633 3952.5509 4078.9886 -628.0622432943653 3952.5509 4549.7255 159.3045108995521 4549.7255 5224.7079 175.63327623877348 5224.7079 5582.6236 -25.528151003167665 5582.6236 5874.4027 83.60585327003706 5874.4027 6343.1945 91.0289548772672 7813.7613 8595.7293 2009D "" "" "" +CMFGEN 1.4 7.229999999872234 19.017275912557693 3952.5509 4078.9886 -679.3525486759877 3952.5509 4549.7255 43.957270220718996 4549.7255 5224.7079 133.9192654223872 5224.7079 5582.6236 24.793176544261236 5582.6236 5874.4027 16.26132872045352 5874.4027 6343.1945 41.13714038558737 7813.7613 8595.7293 2009D "" "" "" +CMFGEN 1.7 7.229999999872234 12.690769443209627 3952.5509 4078.9886 -55.83656273762256 3952.5509 4549.7255 407.1953259320168 4549.7255 5224.7079 15.304925361285278 5224.7079 5582.6236 -62.92344261754873 5582.6236 5874.4027 113.84672596332487 5874.4027 6343.1945 144.12462539500117 7813.7613 8595.7293 2009D "" "" "" +OBSERVED "" -0.7399999998669955 10.138202756756812 3955.8808 4076.8594 96.066086366626 3955.8808 4510.8044 143.8973206212515 4510.8044 5110.4376 90.80911679384597 5220.8963 5691.6609 "" "" "" "" "" "" "" "" "" 2009D 124.39800274893601 3595.5749 3955.8808 +CMFGEN 1.04 -0.7399999998669955 8.1110375828909 3955.8808 4076.8594 -399.679737313287 3955.8808 4510.8044 218.48675756278152 4510.8044 5110.4376 102.05267551101238 5220.8963 5691.6609 "" "" "" "" "" "" "" "" "" 2009D 22.77063019624006 3595.5749 3955.8808 +CMFGEN 1.02 -0.7399999998669955 14.403218876736537 3955.8808 4076.8594 -414.5892288873671 3955.8808 4510.8044 265.596673842957 4510.8044 5110.4376 115.0594176262608 5220.8963 5691.6609 "" "" "" "" "" "" "" "" "" 2009D -39.25627532223647 3595.5749 3955.8808 +CMFGEN 1.4 -0.7399999998669955 17.094289791641284 3955.8808 4076.8594 -443.0247613372568 3955.8808 4510.8044 215.82577746945344 4510.8044 5110.4376 2.763298671469954 5220.8963 5691.6609 "" "" "" "" "" "" "" "" "" 2009D -61.71116470103949 3595.5749 3955.8808 +CMFGEN 1.7 -0.7399999998669955 11.307650344988021 3955.8808 4076.8594 204.67053570837817 3955.8808 4510.8044 310.94836335686824 4510.8044 5110.4376 0.04853733529199289 5220.8963 5691.6609 "" "" "" "" "" "" "" "" "" 2009D -73.57695853651416 3595.5749 3955.8808 +OBSERVED "" 78.12000000000262 3.035419490742038 3959.5032 4001.0441 346.9799033954731 3959.5032 4647.8955 335.80931798597425 4647.8955 5413.4353 8.329468936667652 5294.7469 5535.0908 113.86233456967068 5558.8285 5870.3853 235.3352894071127 5870.3853 6490.5318 653.4218222799547 7718.956 8707.0364 2009D "" "" "" +CMFGEN 1.04 78.12000000000262 -0.8978629350872187 3959.5032 4001.0441 278.91753140740093 3959.5032 4647.8955 193.25679588516596 4647.8955 5413.4353 30.347588651825337 5294.7469 5535.0908 121.96847470878953 5558.8285 5870.3853 172.78852350654626 5870.3853 6490.5318 376.56728976919464 7718.956 8707.0364 2009D "" "" "" +CMFGEN 1.02 78.12000000000262 -1.1161771063348163 3959.5032 4001.0441 278.8272784390737 3959.5032 4647.8955 262.46573015343023 4647.8955 5413.4353 3.7260880056116155 5294.7469 5535.0908 94.04065584138903 5558.8285 5870.3853 161.97936286161723 5870.3853 6490.5318 501.43904146713226 7718.956 8707.0364 2009D "" "" "" +CMFGEN 1.4 78.12000000000262 -0.9747548467856358 3959.5032 4001.0441 289.9706866632254 3959.5032 4647.8955 283.37509374107003 4647.8955 5413.4353 2.7529064482124967 5294.7469 5535.0908 76.19420120675078 5558.8285 5870.3853 182.44066746676975 5870.3853 6490.5318 499.4852422908122 7718.956 8707.0364 2009D "" "" "" +CMFGEN 1.7 78.12000000000262 -0.9604077626550995 3959.5032 4001.0441 280.75952525929483 3959.5032 4647.8955 180.3761648070796 4647.8955 5413.4353 32.034706754429145 5294.7469 5535.0908 152.73552006153594 5558.8285 5870.3853 181.30594689504545 5870.3853 6490.5318 241.60671474626577 7718.956 8707.0364 2009D "" "" "" +OBSERVED "" -4.759999999885622 12.152016463559995 3953.6629 4068.395 96.67330382521308 3953.6629 4502.0435 119.41690157642934 4502.0435 5095.1502 71.1718543747167 5192.3808 5668.8107 10.191045179380849 5668.8107 5882.718 77.28986220290679 5882.718 6296.9204 148.99682803566253 7757.3241 8449.606 2009D "" "" "" +CMFGEN 1.04 -4.759999999885622 8.405386758118333 3953.6629 4068.395 -365.48775903558317 3953.6629 4502.0435 217.70715110745473 4502.0435 5095.1502 152.30026688544282 5192.3808 5668.8107 -0.6626436426845189 5668.8107 5882.718 75.77243523587734 5882.718 6296.9204 136.65685274601162 7757.3241 8449.606 2009D "" "" "" +CMFGEN 1.02 -4.759999999885622 13.318576433401807 3953.6629 4068.395 -368.75401268065025 3953.6629 4502.0435 266.4093339751928 4502.0435 5095.1502 170.46624736224283 5192.3808 5668.8107 8.244813697128238 5668.8107 5882.718 60.60714940926262 5882.718 6296.9204 114.19335208544106 7757.3241 8449.606 2009D "" "" "" +CMFGEN 1.4 -4.759999999885622 15.187479361002403 3953.6629 4068.395 -390.2886302493133 3953.6629 4502.0435 240.49740636922567 4502.0435 5095.1502 63.25981131996396 5192.3808 5668.8107 9.09898734290071 5668.8107 5882.718 13.147422947861614 5882.718 6296.9204 94.18684691487577 7757.3241 8449.606 2009D "" "" "" +CMFGEN 1.7 -4.759999999885622 9.752025711814186 3953.6629 4068.395 239.73701011654015 3953.6629 4502.0435 313.35273273706923 4502.0435 5095.1502 -1.0796621104074617 5192.3808 5668.8107 -6.948155880563301 5668.8107 5882.718 90.36305829292138 5882.718 6296.9204 189.46519738517955 7757.3241 8449.606 2009D "" "" "" +OBSERVED "" 29.229999999872234 1.1301507474898211 3962.4826 4001.4586 302.4428144328394 3962.4826 4638.7167 373.21297215630864 4638.7167 5484.4966 19.698651135384367 5289.6165 5525.4214 69.80568651069514 5550.7559 5858.6665 221.8138964250831 5858.6665 6517.3615 437.5594469139944 7686.6424 8614.272 2009D "" "" "" +CMFGEN 1.04 29.229999999872234 0.26188451247796807 3962.4826 4001.4586 26.72070178154936 3962.4826 4638.7167 118.43073831561455 4638.7167 5484.4966 12.960958849837915 5289.6165 5525.4214 -5.460189817731363 5550.7559 5858.6665 119.72875691164748 5858.6665 6517.3615 56.960466222506476 7686.6424 8614.272 2009D "" "" "" +CMFGEN 1.02 29.229999999872234 0.6927503657939796 3962.4826 4001.4586 -75.1197049379945 3962.4826 4638.7167 159.39735729826688 4638.7167 5484.4966 14.655064784403988 5289.6165 5525.4214 11.669562840738973 5550.7559 5858.6665 116.67956125739673 5858.6665 6517.3615 53.6964178421549 7686.6424 8614.272 2009D "" "" "" +CMFGEN 1.4 29.229999999872234 0.5496406205598632 3962.4826 4001.4586 -61.66951254696559 3962.4826 4638.7167 158.3229919842177 4638.7167 5484.4966 18.02471666600338 5289.6165 5525.4214 34.352650764124604 5550.7559 5858.6665 114.9280694262693 5858.6665 6517.3615 -12.764197554350858 7686.6424 8614.272 2009D "" "" "" +CMFGEN 1.7 29.229999999872234 0.5378564306726548 3962.4826 4001.4586 -43.30845458968689 3962.4826 4638.7167 152.46575879152772 4638.7167 5484.4966 12.64370933680386 5289.6165 5525.4214 -3.514927847922189 5550.7559 5858.6665 96.91523206303945 5858.6665 6517.3615 96.60216936879718 7686.6424 8614.272 2009D "" "" "" +OBSERVED "" -0.7700000001277658 "" "" "" "" "" "" "" "" "" 75.58801431384181 5200.4462 5584.3058 9.45381503666224 5584.3058 5883.7162 82.2486014628141 5883.7162 6302.1232 177.90210175330634 7822.207 8543.863 2009D "" "" "" +CMFGEN 1.04 -0.7700000001277658 "" "" "" "" "" "" "" "" "" 174.5767265642888 5200.4462 5584.3058 -38.1160950389309 5584.3058 5883.7162 78.14973821996301 5883.7162 6302.1232 93.26479951809412 7822.207 8543.863 2009D "" "" "" +CMFGEN 1.02 -0.7700000001277658 "" "" "" "" "" "" "" "" "" 196.47315763523665 5200.4462 5584.3058 -23.36014116027066 5584.3058 5883.7162 62.027404682868514 5883.7162 6302.1232 83.39445625914469 7822.207 8543.863 2009D "" "" "" +CMFGEN 1.4 -0.7700000001277658 "" "" "" "" "" "" "" "" "" 154.8476560363324 5200.4462 5584.3058 26.772272533409055 5584.3058 5883.7162 12.933770035349655 5883.7162 6302.1232 43.12263059584617 7822.207 8543.863 2009D "" "" "" +CMFGEN 1.7 -0.7700000001277658 "" "" "" "" "" "" "" "" "" 11.900629087098773 5200.4462 5584.3058 -63.75724333514432 5584.3058 5883.7162 91.54700730851543 5883.7162 6302.1232 133.73433008884015 7822.207 8543.863 2009D "" "" "" +OBSERVED "" 0.16999999981635483 14.931636666111086 3940.45780093989 4082.19735511535 97.10054432391017 3940.45780093989 4510.06535510292 139.45367160413844 4510.06535510292 5112.78962753125 89.93632916430929 5151.20502071899 5695.6438690004 0.13608353847541993 5695.6438690004 5802.94203617994 98.25018849817343 5802.94203617994 6301.01747888994 "" "" "" 2009D "" "" "" +CMFGEN 1.04 0.16999999981635483 13.720476976114435 3940.45780093989 4082.19735511535 -398.82244685592457 3940.45780093989 4510.06535510292 220.30550325935286 4510.06535510292 5112.78962753125 139.34861864716794 5151.20502071899 5695.6438690004 -0.3965237769486169 5695.6438690004 5802.94203617994 123.8592080704114 5802.94203617994 6301.01747888994 "" "" "" 2009D "" "" "" +CMFGEN 1.02 0.16999999981635483 22.06653584222937 3940.45780093989 4082.19735511535 -401.85034062705887 3940.45780093989 4510.06535510292 267.194350555116 4510.06535510292 5112.78962753125 172.103085164386 5151.20502071899 5695.6438690004 1.2940021714899523 5695.6438690004 5802.94203617994 100.85465792699253 5802.94203617994 6301.01747888994 "" "" "" 2009D "" "" "" +CMFGEN 1.4 0.16999999981635483 25.434405440025255 3940.45780093989 4082.19735511535 -424.124620002387 3940.45780093989 4510.06535510292 213.68857994540457 4510.06535510292 5112.78962753125 63.63235460840733 5151.20502071899 5695.6438690004 1.5155407517437476 5695.6438690004 5802.94203617994 23.824113010475525 5802.94203617994 6301.01747888994 "" "" "" 2009D "" "" "" +CMFGEN 1.7 0.16999999981635483 17.162461549480877 3940.45780093989 4082.19735511535 226.73879603275384 3940.45780093989 4510.06535510292 314.9476620839324 4510.06535510292 5112.78962753125 -19.040460934941898 5151.20502071899 5695.6438690004 -1.7585452831337547 5695.6438690004 5802.94203617994 143.55045622561346 5802.94203617994 6301.01747888994 "" "" "" 2009D "" "" "" +OBSERVED "" 2.169999999816355 16.314152172588006 3954.20251095608 4089.43397910585 95.76257155475301 4089.43397910585 4503.08317579927 155.84491986630277 4503.08317579927 5120.9053734247 94.53330503134998 5222.9918738907 5698.9536098296 0.7734322533694784 5698.9536098296 5802.36590900296 103.56796439144793 5802.36590900296 6304.84361908887 "" "" "" 2009D "" "" "" +CMFGEN 1.04 2.169999999816355 8.877073604911837 3954.20251095608 4089.43397910585 -201.73381664678314 4089.43397910585 4503.08317579927 230.57622630409605 4503.08317579927 5120.9053734247 90.84523440166802 5222.9918738907 5698.9536098296 -0.22821698251327124 5698.9536098296 5802.36590900296 126.14675972973856 5802.36590900296 6304.84361908887 "" "" "" 2009D "" "" "" +CMFGEN 1.02 2.169999999816355 17.799613640639294 3954.20251095608 4089.43397910585 -246.31043669588806 4089.43397910585 4503.08317579927 276.1549757087529 4503.08317579927 5120.9053734247 102.1133599077881 5222.9918738907 5698.9536098296 1.204702605895059 5698.9536098296 5802.36590900296 102.99971454915584 5802.36590900296 6304.84361908887 "" "" "" 2009D "" "" "" +CMFGEN 1.4 2.169999999816355 21.909352526497553 3954.20251095608 4089.43397910585 -303.4293197454035 4089.43397910585 4503.08317579927 211.65953849741686 4503.08317579927 5120.9053734247 -10.074131599116427 5222.9918738907 5698.9536098296 1.2966344581228093 5698.9536098296 5802.36590900296 23.95205823471322 5802.36590900296 6304.84361908887 "" "" "" 2009D "" "" "" +CMFGEN 1.7 2.169999999816355 15.045036258136054 3954.20251095608 4089.43397910585 101.25947948440691 4089.43397910585 4503.08317579927 331.50002047261785 4503.08317579927 5120.9053734247 -10.591279651420965 5222.9918738907 5698.9536098296 -1.8027395381926468 5698.9536098296 5802.36590900296 146.45596010373146 5802.36590900296 6304.84361908887 "" "" "" 2009D "" "" "" +OBSERVED "" 45.270000000127766 4.729763201724875 3997.6041 4018.6217 341.7762035400687 3997.6041 4604.1112 296.9523057213552 4604.1112 5480.8444 25.748939852646295 5288.6837 5522.8795 117.79673626717212 5552.9046 5877.1758 188.59030682532668 5877.1758 6441.6478 507.53284157568373 7663.6697 8576.4329 2009F "" "" "" +CMFGEN 1.04 45.270000000127766 0.11975005150423351 3997.6041 4018.6217 72.61791122211999 3997.6041 4604.1112 115.8326377163613 4604.1112 5480.8444 20.533792123528563 5288.6837 5522.8795 49.771333906859844 5552.9046 5877.1758 150.536001828819 5877.1758 6441.6478 134.03907105406532 7663.6697 8576.4329 2009F "" "" "" +CMFGEN 1.02 45.270000000127766 0.12785264233499394 3997.6041 4018.6217 34.55662428865611 3997.6041 4604.1112 153.60664429334457 4604.1112 5480.8444 6.174794925952326 5288.6837 5522.8795 17.419772576033584 5552.9046 5877.1758 162.00803550082878 5877.1758 6441.6478 276.80152923729133 7663.6697 8576.4329 2009F "" "" "" +CMFGEN 1.4 45.270000000127766 0.1159642768561626 3997.6041 4018.6217 14.174335591108303 3997.6041 4604.1112 158.44773481631103 4604.1112 5480.8444 2.3724972947494347 5288.6837 5522.8795 12.251528829536273 5552.9046 5877.1758 153.05203837583178 5877.1758 6441.6478 277.9629769525501 7663.6697 8576.4329 2009F "" "" "" +CMFGEN 1.7 45.270000000127766 0.08969680254615525 3997.6041 4018.6217 42.228017713635325 3997.6041 4604.1112 132.2423179210664 4604.1112 5480.8444 15.003443475977546 5288.6837 5522.8795 39.89907787770344 5552.9046 5877.1758 166.6529789500521 5877.1758 6441.6478 205.12471684843274 7663.6697 8576.4329 2009F "" "" "" +OBSERVED "" -5.700000000077125 21.07288468540194 3920.0437 4053.8581 202.80920985927457 3920.0437 4502.5301 91.44178723972539 4502.5301 5069.2737 33.28940797798492 5187.3453 5553.3672 42.97937405603976 5553.3672 5950.8748 84.54170033085686 5950.8748 6273.6038 257.7375851240254 7763.2736 8652.7461 2009F "" "" "" +CMFGEN 1.04 -5.700000000077125 18.941885575352288 3920.0437 4053.8581 -352.23561356485163 3920.0437 4502.5301 203.84290024957278 4502.5301 5069.2737 176.38545291898163 5187.3453 5553.3672 -78.89248257305181 5553.3672 5950.8748 38.302904037035816 5950.8748 6273.6038 141.137812003124 7763.2736 8652.7461 2009F "" "" "" +CMFGEN 1.02 -5.700000000077125 21.530386398022912 3920.0437 4053.8581 -337.1410646863101 3920.0437 4502.5301 252.74515412077648 4502.5301 5069.2737 189.05442820244963 5187.3453 5553.3672 -79.63399917230103 5553.3672 5950.8748 30.734517319010102 5950.8748 6273.6038 136.8711101905699 7763.2736 8652.7461 2009F "" "" "" +CMFGEN 1.4 -5.700000000077125 22.089350524706628 3920.0437 4053.8581 -349.2503761004361 3920.0437 4502.5301 274.61039557773574 4502.5301 5069.2737 145.9640808176377 5187.3453 5553.3672 1.702892823113288 5553.3672 5950.8748 5.435893661213141 5950.8748 6273.6038 68.80892522974571 7763.2736 8652.7461 2009F "" "" "" +CMFGEN 1.7 -5.700000000077125 14.674747442146849 3920.0437 4053.8581 277.2492356627547 3920.0437 4502.5301 293.2512863957759 4502.5301 5069.2737 -38.17445769932093 5187.3453 5553.3672 -143.6167025577959 5553.3672 5950.8748 45.44451602012329 5950.8748 6273.6038 217.2113923552576 7763.2736 8652.7461 2009F "" "" "" +OBSERVED "" 29.230000000090513 "" "" "" "" "" "" "" "" "" "" "" "" 99.16237162207806 5565.2915 5864.3799 195.15187093312667 5864.3799 6474.2096 504.2157515435022 7701.6375 8540.6389 2009F "" "" "" +CMFGEN 1.04 29.230000000090513 "" "" "" "" "" "" "" "" "" "" "" "" -2.7916380966831693 5565.2915 5864.3799 132.4096360350182 5864.3799 6474.2096 68.26044416310617 7701.6375 8540.6389 2009F "" "" "" +CMFGEN 1.02 29.230000000090513 "" "" "" "" "" "" "" "" "" "" "" "" 14.555013272429273 5565.2915 5864.3799 127.94512480340093 5864.3799 6474.2096 86.07754709162957 7701.6375 8540.6389 2009F "" "" "" +CMFGEN 1.4 29.230000000090513 "" "" "" "" "" "" "" "" "" "" "" "" 35.44154349590418 5565.2915 5864.3799 126.38446757661964 5864.3799 6474.2096 73.24054731427634 7701.6375 8540.6389 2009F "" "" "" +CMFGEN 1.7 29.230000000090513 "" "" "" "" "" "" "" "" "" "" "" "" 0.7444391085481382 5565.2915 5864.3799 110.04095986704445 5864.3799 6474.2096 98.13165301032458 7701.6375 8540.6389 2009F "" "" "" +OBSERVED "" -1.6600000000398722 "" "" "" "" "" "" "" "" "" "" "" "" 46.217825532240184 5565.2915 5907.1069 104.36630411731713 5907.1069 6353.7974 282.80252843328526 7790.9756 8633.8613 2009F "" "" "" +CMFGEN 1.04 -1.6600000000398722 "" "" "" "" "" "" "" "" "" "" "" "" -57.64916027439074 5565.2915 5907.1069 102.92598247160166 5907.1069 6353.7974 120.64191354946325 7790.9756 8633.8613 2009F "" "" "" +CMFGEN 1.02 -1.6600000000398722 "" "" "" "" "" "" "" "" "" "" "" "" -50.8485294608439 5565.2915 5907.1069 70.78001675365789 5907.1069 6353.7974 111.88951344236033 7790.9756 8633.8613 2009F "" "" "" +CMFGEN 1.4 -1.6600000000398722 "" "" "" "" "" "" "" "" "" "" "" "" 15.028463883504152 5565.2915 5907.1069 13.02921182634884 5907.1069 6353.7974 50.64539042047296 7790.9756 8633.8613 2009F "" "" "" +CMFGEN 1.7 -1.6600000000398722 "" "" "" "" "" "" "" "" "" "" "" "" -103.80255010154167 5565.2915 5907.1069 93.07569407960995 5907.1069 6353.7974 179.57608820554006 7790.9756 8633.8613 2009F "" "" "" +OBSERVED "" -0.780000000151631 34.8082595177001 3944.89508427598 4068.31954115283 248.28627714767987 3944.89508427598 4532.50282462449 206.80006005932273 4532.50282462449 5356.22691725917 7.604422876502303 5196.58006542932 5546.72988330823 47.81042977830048 5582.95227826122 5886.14713971959 119.08204047021286 5886.14713971959 6344.96414245747 "" "" "" 2009F "" "" "" +CMFGEN 1.04 -0.780000000151631 11.275355032144313 3944.89508427598 4068.31954115283 -478.43992838183283 3944.89508427598 4532.50282462449 357.4087455608127 4532.50282462449 5356.22691725917 170.3023326228395 5196.58006542932 5546.72988330823 -39.38567988099308 5582.95227826122 5886.14713971959 105.21050220599136 5886.14713971959 6344.96414245747 "" "" "" 2009F "" "" "" +CMFGEN 1.02 -0.780000000151631 16.483283857420744 3944.89508427598 4068.31954115283 -519.5656608715212 3944.89508427598 4532.50282462449 223.567894088317 4532.50282462449 5356.22691725917 175.09297096918897 5196.58006542932 5546.72988330823 -25.190200637648942 5582.95227826122 5886.14713971959 78.46547263125765 5886.14713971959 6344.96414245747 "" "" "" 2009F "" "" "" +CMFGEN 1.4 -0.780000000151631 18.515577981158874 3944.89508427598 4068.31954115283 -554.5876397972879 3944.89508427598 4532.50282462449 172.18354069340498 4532.50282462449 5356.22691725917 132.69184673434756 5196.58006542932 5546.72988330823 26.61637669318913 5582.95227826122 5886.14713971959 15.001132850542756 5886.14713971959 6344.96414245747 "" "" "" 2009F "" "" "" +CMFGEN 1.7 -0.780000000151631 11.91419890669072 3944.89508427598 4068.31954115283 86.30449750845627 3944.89508427598 4532.50282462449 575.0264646308076 4532.50282462449 5356.22691725917 -35.04617432181509 5196.58006542932 5546.72988330823 -66.60629305501254 5582.95227826122 5886.14713971959 106.44763152615978 5886.14713971959 6344.96414245747 "" "" "" 2009F "" "" "" +OBSERVED "" 1.2100000000718865 21.502773986915045 3915.69802300862 4031.50862741105 271.1652056670731 3915.69802300862 4514.95056904446 217.81764946201884 4514.95056904446 5378.14356232305 -6.082297949046811 5293.3055614236 5554.55273879652 54.03031021169327 5554.55273879652 5889.86483758961 120.91527404308219 5889.86483758961 6350.41398532952 "" "" "" 2009F "" "" "" +CMFGEN 1.04 1.2100000000718865 15.021199053548354 3915.69802300862 4031.50862741105 -401.57316270922274 3915.69802300862 4514.95056904446 416.53852611117463 4514.95056904446 5378.14356232305 86.81418690932017 5293.3055614236 5554.55273879652 -70.11359304006986 5554.55273879652 5889.86483758961 108.50877941832559 5889.86483758961 6350.41398532952 "" "" "" 2009F "" "" "" +CMFGEN 1.02 1.2100000000718865 14.84637577882923 3915.69802300862 4031.50862741105 -398.44127470410257 3915.69802300862 4514.95056904446 306.97704261205797 4514.95056904446 5378.14356232305 103.72425778238068 5293.3055614236 5554.55273879652 -73.67272098528781 5554.55273879652 5889.86483758961 78.29033758091623 5889.86483758961 6350.41398532952 "" "" "" 2009F "" "" "" +CMFGEN 1.4 1.2100000000718865 14.078203915072383 3915.69802300862 4031.50862741105 -416.90128352888183 3915.69802300862 4514.95056904446 298.3035279169497 4514.95056904446 5378.14356232305 60.21663430587353 5293.3055614236 5554.55273879652 -3.311796222591882 5554.55273879652 5889.86483758961 15.06355825881592 5889.86483758961 6350.41398532952 "" "" "" 2009F "" "" "" +CMFGEN 1.7 1.2100000000718865 9.03535276521262 3915.69802300862 4031.50862741105 228.58739097141228 3915.69802300862 4514.95056904446 586.4595008162709 4514.95056904446 5378.14356232305 15.797849904240152 5293.3055614236 5554.55273879652 -117.9023272209637 5554.55273879652 5889.86483758961 106.27037833619376 5889.86483758961 6350.41398532952 "" "" "" 2009F "" "" "" +OBSERVED "" 34.19999999982974 "" "" "" "" "" "" 356.88469456561677 4603.8899 5502.5074 25.616378400265443 5291.068 5502.5074 103.95290985652795 5551.7218 5901.6905 118.11262195920159 5901.6905 6479.9468 477.0383713277097 7681.5132 8547.8955 2009F "" "" "" +CMFGEN 1.04 34.19999999982974 "" "" "" "" "" "" 114.94849474716844 4603.8899 5502.5074 10.245128964297319 5291.068 5502.5074 -2.213830175816811 5551.7218 5901.6905 125.68370276608478 5901.6905 6479.9468 108.51665459025645 7681.5132 8547.8955 2009F "" "" "" +CMFGEN 1.02 34.19999999982974 "" "" "" "" "" "" 184.95492825603756 4603.8899 5502.5074 12.771804779242789 5291.068 5502.5074 8.262584892405975 5551.7218 5901.6905 121.50703806333614 5901.6905 6479.9468 135.30335662970754 7681.5132 8547.8955 2009F "" "" "" +CMFGEN 1.4 34.19999999982974 "" "" "" "" "" "" 210.58751627897243 4603.8899 5502.5074 18.349612477993208 5291.068 5502.5074 21.499228425812582 5551.7218 5901.6905 123.98943534349394 5901.6905 6479.9468 143.6590994855215 7681.5132 8547.8955 2009F "" "" "" +CMFGEN 1.7 34.19999999982974 "" "" "" "" "" "" 149.05303789852837 4603.8899 5502.5074 11.584607425534132 5291.068 5502.5074 1.4750433258266886 5551.7218 5901.6905 111.28139624381974 5901.6905 6479.9468 110.68392218997631 7681.5132 8547.8955 2009F "" "" "" +OBSERVED "" 9.969999999848369 37.141725942872014 3903.3958 4114.3217 226.91112561374746 3903.3958 4530.147 314.2670242143637 4530.147 5211.1363 16.813233855803592 5211.1363 5509.4458 30.195373151673135 5554.6442 5849.9405 134.8015123660083 5849.9405 6286.8584 299.52738079267124 7910.9877 8661.2813 2009Y "" "" "" +CMFGEN 1.04 9.969999999848369 35.123584654381496 3903.3958 4114.3217 -453.71889341238943 3903.3958 4530.147 321.45555910518283 4530.147 5211.1363 145.08148322193927 5211.1363 5509.4458 -58.96066944661484 5554.6442 5849.9405 88.39172853207032 5849.9405 6286.8584 30.305542935947983 7910.9877 8661.2813 2009Y "" "" "" +CMFGEN 1.02 9.969999999848369 52.72066457536037 3903.3958 4114.3217 -467.90066509699625 3903.3958 4530.147 198.796680926686 4530.147 5211.1363 122.72264779205337 5211.1363 5509.4458 -66.7363455271789 5554.6442 5849.9405 72.12104666684098 5849.9405 6286.8584 42.01522673707193 7910.9877 8661.2813 2009Y "" "" "" +CMFGEN 1.4 9.969999999848369 61.72251284488428 3903.3958 4114.3217 -490.42268390829486 3903.3958 4530.147 90.41562740902714 4530.147 5211.1363 102.82969691810726 5211.1363 5509.4458 -6.7892362322273705 5554.6442 5849.9405 17.530196995317496 5849.9405 6286.8584 -22.71562953421165 7910.9877 8661.2813 2009Y "" "" "" +CMFGEN 1.7 9.969999999848369 45.08951853770275 3903.3958 4114.3217 151.44685520728453 3903.3958 4530.147 423.19955472119904 4530.147 5211.1363 -93.36784593944168 5211.1363 5509.4458 -92.75897458179861 5554.6442 5849.9405 108.10651766304628 5849.9405 6286.8584 46.7964302716526 7910.9877 8661.2813 2009Y "" "" "" +OBSERVED "" 11.009999999885622 41.77779475475154 3906.409 4108.2953 242.5061501779556 3906.409 4548.2264 328.3555360395002 4548.2264 5223.1892 18.152312516398826 5223.1892 5524.512 33.52107299329907 5563.6839 5849.9405 135.98684129964022 5849.9405 6286.8584 343.6731019624917 7880.8555 8579.9241 2009Y "" "" "" +CMFGEN 1.04 11.009999999885622 33.008555761848974 3906.409 4108.2953 -526.936711661983 3906.409 4548.2264 273.37805852402926 4548.2264 5223.1892 141.51622678719517 5223.1892 5524.512 -50.03715926032014 5563.6839 5849.9405 88.39172853207032 5849.9405 6286.8584 61.760598781443335 7880.8555 8579.9241 2009Y "" "" "" +CMFGEN 1.02 11.009999999885622 48.93285763640133 3906.409 4108.2953 -579.1123280519993 3906.409 4548.2264 164.52280646707354 4548.2264 5223.1892 130.54180984124014 5223.1892 5524.512 -49.68756680019805 5563.6839 5849.9405 72.12104666684098 5849.9405 6286.8584 54.06911000113152 7880.8555 8579.9241 2009Y "" "" "" +CMFGEN 1.4 11.009999999885622 56.66516092657466 3906.409 4108.2953 -612.6148117531592 3906.409 4548.2264 43.68070296267352 4548.2264 5223.1892 96.15085074657893 5223.1892 5524.512 5.53200311379624 5563.6839 5849.9405 17.530196995317496 5849.9405 6286.8584 9.531548176247714 7880.8555 8579.9241 2009Y "" "" "" +CMFGEN 1.7 11.009999999885622 41.07429383524288 3906.409 4108.2953 13.908593718742964 3906.409 4548.2264 408.55537796708967 4548.2264 5223.1892 -59.072547897640895 5223.1892 5524.512 -78.43395038284949 5563.6839 5849.9405 108.10651766304628 5849.9405 6286.8584 78.3500326350564 7880.8555 8579.9241 2009Y "" "" "" +OBSERVED "" 12.009999999885622 49.75473738894776 3906.409 4135.4143 255.3661139681013 3906.409 4554.2529 323.3676133885855 4554.2529 5214.1496 0.924282988236095 5214.1496 5503.4194 42.935136986598515 5551.631 5871.0331 136.54127650832453 5871.0331 6286.8584 489.1418372602325 7540.3608 8664.2945 2009Y "" "" "" +CMFGEN 1.04 12.009999999885622 33.669520947644095 3906.409 4135.4143 -551.1323731692323 3906.409 4554.2529 296.6318279203831 4554.2529 5214.1496 137.74115426322209 5214.1496 5503.4194 -69.74120340614499 5551.631 5871.0331 76.27897657569468 5871.0331 6286.8584 408.2561588322798 7540.3608 8664.2945 2009Y "" "" "" +CMFGEN 1.02 12.009999999885622 56.61825633625859 3906.409 4135.4143 -615.0905560832855 3906.409 4554.2529 170.3334937284895 4554.2529 5214.1496 114.07198692719464 5214.1496 5503.4194 -77.82047397744692 5551.631 5871.0331 62.79172644700747 5871.0331 6286.8584 411.6429060746986 7540.3608 8664.2945 2009Y "" "" "" +CMFGEN 1.4 12.009999999885622 70.66059043986567 3906.409 4135.4143 -651.8412703318227 3906.409 4554.2529 48.717032523426255 4554.2529 5214.1496 98.08372507903923 5214.1496 5503.4194 -9.904538286642813 5551.631 5871.0331 14.662799798000854 5871.0331 6286.8584 325.40879749102 7540.3608 8664.2945 2009Y "" "" "" +CMFGEN 1.7 12.009999999885622 51.643973309320685 3906.409 4135.4143 -28.034967422565614 3906.409 4554.2529 390.83473461658946 4554.2529 5214.1496 -98.01173964479415 5214.1496 5503.4194 -111.66880231140019 5551.631 5871.0331 94.56040877547994 5871.0331 6286.8584 539.0970609866054 7540.3608 8664.2945 2009Y "" "" "" +OBSERVED "" 76.96000000007189 1.06259904054668 3965.879 4001.5166 283.04715421663616 3965.879 4644.9738 303.54147229084845 4644.9738 5385.4446 0.3345260730169777 5294.3706 5565.6126 100.32796589072365 5565.6126 5890.311 226.00996389383076 5890.311 6559.5064 580.2649574656546 7523.7023 8757.1602 2009Y "" "" "" +CMFGEN 1.04 76.96000000007189 -0.5568108412558875 3965.879 4001.5166 274.92774600880637 3965.879 4644.9738 201.17047969046092 4644.9738 5385.4446 31.286404197717058 5294.3706 5565.6126 104.94316621797842 5565.6126 5890.311 176.47766190069063 5890.311 6559.5064 348.1618192450038 7523.7023 8757.1602 2009Y "" "" "" +CMFGEN 1.02 76.96000000007189 -0.7379890093107243 3965.879 4001.5166 278.31831404122335 3965.879 4644.9738 275.08946996018267 4644.9738 5385.4446 -4.119595557425436 5294.3706 5565.6126 78.33475190482487 5565.6126 5890.311 121.39782117500413 5890.311 6559.5064 487.782410513136 7523.7023 8757.1602 2009Y "" "" "" +CMFGEN 1.4 76.96000000007189 -0.6053063969775151 3965.879 4001.5166 289.7534064051766 3965.879 4644.9738 286.48522576787775 4644.9738 5385.4446 -10.173072996078414 5294.3706 5565.6126 63.78708580535187 5565.6126 5890.311 126.47512183787182 5890.311 6559.5064 464.4869942236679 7523.7023 8757.1602 2009Y "" "" "" +CMFGEN 1.7 76.96000000007189 -0.5463598416043746 3965.879 4001.5166 276.6019380839729 3965.879 4644.9738 208.69566351324002 4644.9738 5385.4446 50.052812963841994 5294.3706 5565.6126 138.93816878306166 5565.6126 5890.311 220.58172468054377 5890.311 6559.5064 367.5076935138675 7523.7023 8757.1602 2009Y "" "" "" +OBSERVED "" 30.040000000146392 "" "" "" "" "" "" 473.64222635598253 4581.1669 5529.4286 7.570631117818494 5299.2148 5529.4286 52.004990851020025 5560.4892 5856.4784 229.05367775992246 5856.4784 6532.5457 442.46363617647853 7745.6916 8746.4879 2009Y "" "" "" +CMFGEN 1.04 30.040000000146392 "" "" "" "" "" "" 175.8293871169018 4581.1669 5529.4286 14.627866956801249 5299.2148 5529.4286 -1.598500127841714 5560.4892 5856.4784 115.12822227583426 5856.4784 6532.5457 85.94670176189061 7745.6916 8746.4879 2009Y "" "" "" +CMFGEN 1.02 30.040000000146392 "" "" "" "" "" "" 216.99201318633433 4581.1669 5529.4286 15.241804574338373 5299.2148 5529.4286 13.159901683527723 5560.4892 5856.4784 111.63651769924786 5856.4784 6532.5457 -5.883297963206552 7745.6916 8746.4879 2009Y "" "" "" +CMFGEN 1.4 30.040000000146392 "" "" "" "" "" "" 224.65529742087244 4581.1669 5529.4286 18.03527340004272 5299.2148 5529.4286 33.976827321628065 5560.4892 5856.4784 110.92405915666204 5856.4784 6532.5457 -41.37277814619766 7745.6916 8746.4879 2009Y "" "" "" +CMFGEN 1.7 30.040000000146392 "" "" "" "" "" "" 193.31024950123606 4581.1669 5529.4286 13.960264437194166 5299.2148 5529.4286 -1.1706693664541976 5560.4892 5856.4784 91.54728021917981 5856.4784 6532.5457 98.55212512272809 7745.6916 8746.4879 2009Y "" "" "" +OBSERVED "" 13.020000000127766 53.12652784207408 3903.3958 4144.454 271.5431878288058 3903.3958 4545.2132 330.77495894949635 4545.2132 5238.2554 1.2248545710129395 5238.2554 5500.4061 51.65908999030151 5551.631 5868.0198 133.34822445513322 5868.0198 6292.8848 320.88920124263575 7892.9084 8709.4929 2009Y "" "" "" +CMFGEN 1.04 13.020000000127766 35.91151660723191 3903.3958 4144.454 -513.0996672315325 3903.3958 4545.2132 235.44066193351688 4545.2132 5238.2554 111.98896502619961 5238.2554 5500.4061 -68.77415025742215 5551.631 5868.0198 81.51028266906647 5868.0198 6292.8848 21.78850053924611 7892.9084 8709.4929 2009Y "" "" "" +CMFGEN 1.02 13.020000000127766 60.92189682856201 3903.3958 4144.454 -557.0469707083058 3903.3958 4545.2132 150.61631703119895 4545.2132 5238.2554 94.31477121603986 5238.2554 5500.4061 -77.22007570848852 5551.631 5868.0198 65.81894709514717 5868.0198 6292.8848 42.84266706361525 7892.9084 8709.4929 2009Y "" "" "" +CMFGEN 1.4 13.020000000127766 77.24062637709194 3903.3958 4144.454 -588.7110241956736 3903.3958 4545.2132 38.39694551406433 4545.2132 5238.2554 80.30912439386091 5238.2554 5500.4061 -10.069581830322692 5551.631 5868.0198 15.403789438567582 5868.0198 6292.8848 -33.62486386061759 7892.9084 8709.4929 2009Y "" "" "" +CMFGEN 1.7 13.020000000127766 55.65093959092876 3903.3958 4144.454 43.82388966133966 3903.3958 4545.2132 426.21977475634407 4545.2132 5238.2554 -87.29327724334297 5238.2554 5500.4061 -109.56242154341211 5551.631 5868.0198 98.45099814854963 5868.0198 6292.8848 26.483877747765746 7892.9084 8709.4929 2009Y "" "" "" +OBSERVED "" 43.96999999984837 -1.6593068538006903 3909.4223 4008.8588 300.99634797253105 3909.4223 4617.5306 421.0247335371623 4617.5306 5548.6178 7.825422095991166 5298.5199 5560.6707 55.36974055691135 5560.6707 5852.9537 231.2663235808139 5852.9537 6542.9827 444.32295352782955 7748.2735 8742.6384 2009Y "" "" "" +CMFGEN 1.04 43.96999999984837 -3.5845434302364128 3909.4223 4008.8588 96.0286607307335 3909.4223 4617.5306 117.55371548944368 4617.5306 5548.6178 23.521846018877063 5298.5199 5560.6707 44.57380888359054 5560.6707 5852.9537 157.10078250658108 5852.9537 6542.9827 86.99559656169443 7748.2735 8742.6384 2009Y "" "" "" +CMFGEN 1.02 43.96999999984837 2.0789988347182065 3909.4223 4008.8588 120.65300248994593 3909.4223 4617.5306 207.4091142070699 4617.5306 5548.6178 12.423128594997058 5298.5199 5560.6707 15.041678085493961 5560.6707 5852.9537 113.54364780712133 5852.9537 6542.9827 217.5289238596016 7748.2735 8742.6384 2009Y "" "" "" +CMFGEN 1.4 43.96999999984837 7.313919934726872 3909.4223 4008.8588 131.01402539821427 3909.4223 4617.5306 242.54716573180087 4617.5306 5548.6178 17.831154921371926 5298.5199 5560.6707 14.08971795140559 5560.6707 5852.9537 90.80972519805903 5852.9537 6542.9827 205.59513103802226 7748.2735 8742.6384 2009Y "" "" "" +CMFGEN 1.7 43.96999999984837 0.2968114039109604 3909.4223 4008.8588 103.81364598201934 3909.4223 4617.5306 138.25220589322396 4617.5306 5548.6178 16.399897875149176 5298.5199 5560.6707 33.60396707974337 5560.6707 5852.9537 151.12963824543854 5852.9537 6542.9827 165.69986531900423 7748.2735 8742.6384 2009Y "" "" "" +OBSERVED "" -4.050000000170257 0.31715660010575125 3993.1962 4017.233 109.39196536024926 4017.233 4468.5912 181.74594082964273 4500.6403 5117.5855 56.658617782306905 5152.3054 5542.2361 "" "" "" "" "" "" "" "" "" 2009Y -14.482422960390167 3798.2308 4017.233 +CMFGEN 1.04 -4.050000000170257 0.12964967383889622 3993.1962 4017.233 -185.30584402383226 4017.233 4468.5912 231.99099053005529 4500.6403 5117.5855 185.61143973685188 5152.3054 5542.2361 "" "" "" "" "" "" "" "" "" 2009Y 63.3971447269806 3798.2308 4017.233 +CMFGEN 1.02 -4.050000000170257 0.1590214457243603 3993.1962 4017.233 -212.97645292978987 4017.233 4468.5912 278.2703170895664 4500.6403 5117.5855 201.3061062134119 5152.3054 5542.2361 "" "" "" "" "" "" "" "" "" 2009Y 55.52043231593263 3798.2308 4017.233 +CMFGEN 1.4 -4.050000000170257 0.2027826265124016 3993.1962 4017.233 -240.0855371353254 4017.233 4468.5912 219.0211388179788 4500.6403 5117.5855 158.34887761982958 5152.3054 5542.2361 "" "" "" "" "" "" "" "" "" 2009Y 49.415535516242144 3798.2308 4017.233 +CMFGEN 1.7 -4.050000000170257 0.10131508722891447 3993.1962 4017.233 229.01470833755468 4017.233 4468.5912 332.2180194853273 4500.6403 5117.5855 -51.80801666485772 5152.3054 5542.2361 "" "" "" "" "" "" "" "" "" 2009Y 26.450917656776546 3798.2308 4017.233 +OBSERVED "" -4.0399999999281135 0.3503096305199519 3998.2801 4020.0542 116.71390464283745 4020.0542 4469.3926 171.10972367472476 4516.8997 5063.2319 55.4287005914766 5150.3283 5500.6935 5.621703147966949 5552.1596 5813.4489 139.1099807919723 5813.4489 6304.3561 200.7695593205782 7707.7963 8432.2803 2009Y "" "" "" +CMFGEN 1.04 -4.0399999999281135 0.0906597871099976 3998.2801 4020.0542 -185.61525408790584 4020.0542 4469.3926 189.15758783589538 4516.8997 5063.2319 158.76262396672507 5150.3283 5500.6935 -48.32136511104093 5552.1596 5813.4489 119.28363808348418 5813.4489 6304.3561 176.4239066690564 7707.7963 8432.2803 2009Y "" "" "" +CMFGEN 1.02 -4.0399999999281135 0.13127802855395412 3998.2801 4020.0542 -214.858915202407 4020.0542 4469.3926 237.7816142076773 4516.8997 5063.2319 150.73478821594506 5150.3283 5500.6935 -62.48597354100332 5552.1596 5813.4489 96.86428937939226 5813.4489 6304.3561 153.3079649495757 7707.7963 8432.2803 2009Y "" "" "" +CMFGEN 1.4 -4.0399999999281135 0.11071988968692298 3998.2801 4020.0542 -244.3561887356907 4020.0542 4469.3926 269.945709384837 4516.8997 5063.2319 142.24618274954327 5150.3283 5500.6935 -13.880941642274086 5552.1596 5813.4489 22.71295529756333 5813.4489 6304.3561 132.41470258564266 7707.7963 8432.2803 2009Y "" "" "" +CMFGEN 1.7 -4.0399999999281135 0.04497043592738719 3998.2801 4020.0542 226.80467410139613 4020.0542 4469.3926 263.32642788486436 4516.8997 5063.2319 -155.99071841339793 5150.3283 5500.6935 -74.25363680787976 5552.1596 5813.4489 139.03503695044563 5813.4489 6304.3561 258.0100161982592 7707.7963 8432.2803 2009Y "" "" "" +OBSERVED "" -4.030000000151631 "" "" "" "" "" "" "" "" "" "" "" "" 6.351035797404177 5561.7659 5822.9405 140.24599134922067 5822.9405 6290.716 201.7172333916505 7697.9405 8446.3813 2009Y "" "" "" +CMFGEN 1.04 -4.030000000151631 "" "" "" "" "" "" "" "" "" "" "" "" -43.88734280867012 5561.7659 5822.9405 105.79875848469214 5822.9405 6290.716 193.60376200173732 7697.9405 8446.3813 2009Y "" "" "" +CMFGEN 1.02 -4.030000000151631 "" "" "" "" "" "" "" "" "" "" "" "" -48.39530605125867 5561.7659 5822.9405 86.30155824483322 5822.9405 6290.716 164.59523075282348 7697.9405 8446.3813 2009Y "" "" "" +CMFGEN 1.4 -4.030000000151631 "" "" "" "" "" "" "" "" "" "" "" "" -0.08699075704113574 5561.7659 5822.9405 21.3965771745313 5822.9405 6290.716 141.84627656937107 7697.9405 8446.3813 2009Y "" "" "" +CMFGEN 1.7 -4.030000000151631 "" "" "" "" "" "" "" "" "" "" "" "" -67.79625186970144 5561.7659 5822.9405 124.83388608232804 5822.9405 6290.716 272.63519240790265 7697.9405 8446.3813 2009Y "" "" "" +OBSERVED "" -4.019999999909487 0.5403745762532984 3991.1358 4026.6155 107.4388256729352 4026.6155 4467.0982 176.32302184601116 4505.925 5105.7313 56.98589208914567 5150.5829 5545.5447 8.172368919884757 5560.9415 5822.0179 "" "" "" "" "" "" 2009Y "" "" "" +CMFGEN 1.04 -4.019999999909487 0.3857701324502456 3991.1358 4026.6155 -170.29435851695027 4026.6155 4467.0982 221.20330028789118 4505.925 5105.7313 188.4195658338876 5150.5829 5545.5447 -44.47910652782975 5560.9415 5822.0179 "" "" "" "" "" "" 2009Y "" "" "" +CMFGEN 1.02 -4.019999999909487 0.4907940515444792 3991.1358 4026.6155 -201.6360093099086 4026.6155 4467.0982 268.7830005467452 4505.925 5105.7313 206.22799949784692 5150.5829 5545.5447 -49.49217177545712 5560.9415 5822.0179 "" "" "" "" "" "" 2009Y "" "" "" +CMFGEN 1.4 -4.019999999909487 0.5667985951998378 3991.1358 4026.6155 -233.57135784322003 4026.6155 4467.0982 228.37822315477845 4505.925 5105.7313 165.3272135210599 5150.5829 5545.5447 -1.2361213786744463 5560.9415 5822.0179 "" "" "" "" "" "" 2009Y "" "" "" +CMFGEN 1.7 -4.019999999909487 0.32728207486741023 3991.1358 4026.6155 218.60366339689278 4026.6155 4467.0982 315.35934045119785 4505.925 5105.7313 -43.496332305172935 5150.5829 5545.5447 -68.34733171704032 5560.9415 5822.0179 "" "" "" "" "" "" 2009Y "" "" "" +OBSERVED "" -5.0399999999281135 0.2729406280811886 3994.3628 4014.16 124.7754147423981 4014.16 4507.1123 181.39576770218858 4507.1123 5104.9901 49.1035296451946 5150.5238 5534.591 8.801970548402327 5550.4288 5821.6516 140.4897362503417 5821.6516 6288.8673 223.46773042467797 7508.3797 8432.9126 2009Y "" "" "" +CMFGEN 1.04 -5.0399999999281135 0.07317200157773507 3994.3628 4014.16 -317.80899994010656 4014.16 4507.1123 219.79318301625432 4507.1123 5104.9901 183.8256280821724 5150.5238 5534.591 -53.39036088479398 5550.4288 5821.6516 105.1759085568109 5821.6516 6288.8673 380.7588732383458 7508.3797 8432.9126 2009Y "" "" "" +CMFGEN 1.02 -5.0399999999281135 0.08111467967115782 3994.3628 4014.16 -373.7302114249296 4014.16 4507.1123 267.3727747509246 4507.1123 5104.9901 193.10150948104342 5150.5238 5534.591 -68.27336906084793 5550.4288 5821.6516 86.31362811192392 5821.6516 6288.8673 377.50194072994987 7508.3797 8432.9126 2009Y "" "" "" +CMFGEN 1.4 -5.0399999999281135 0.12515502853821558 3994.3628 4014.16 -426.46786375786644 4014.16 4507.1123 226.368379497589 4507.1123 5104.9901 154.78646600828142 5150.5238 5534.591 -15.414232952379688 5550.4288 5821.6516 21.437491136106992 5821.6516 6288.8673 338.19709107492275 7508.3797 8432.9126 2009Y "" "" "" +CMFGEN 1.7 -5.0399999999281135 0.05364804754551809 3994.3628 4014.16 160.3021571983785 4014.16 4507.1123 313.2463242179661 4507.1123 5104.9901 -69.39684890438761 5150.5238 5534.591 -82.50350883988477 5550.4288 5821.6516 125.07999113581002 5821.6516 6288.8673 489.3168883271089 7508.3797 8432.9126 2009Y "" "" "" +OBSERVED "" -1.9999999998908606 "" "" "" "" "" "" 190.06029724153197 4529.6843 5115.3192 74.46762914692584 5151.8073 5551.3526 8.793264001352753 5551.3526 5801.2964 141.93733600835787 5801.2964 6288.4133 340.50364842218704 7535.938 8710.4337 2009Y "" "" "" +CMFGEN 1.04 -1.9999999998908606 "" "" "" "" "" "" 207.74068721330647 4529.6843 5115.3192 189.73721034943748 5151.8073 5551.3526 -44.80356113921725 5551.3526 5801.2964 116.41476288968589 5801.2964 6288.4133 414.1725855146998 7535.938 8710.4337 2009Y "" "" "" +CMFGEN 1.02 -1.9999999998908606 "" "" "" "" "" "" 252.42351733813538 4529.6843 5115.3192 212.1187045442789 5151.8073 5551.3526 -60.299663758652365 5551.3526 5801.2964 96.46331428280956 5801.2964 6288.4133 422.9168256342766 7535.938 8710.4337 2009Y "" "" "" +CMFGEN 1.4 -1.9999999998908606 "" "" "" "" "" "" 193.80961577438103 4529.6843 5115.3192 169.53534658361866 5151.8073 5551.3526 -15.937499074657072 5551.3526 5801.2964 23.952599960443706 5801.2964 6288.4133 326.99388914994086 7535.938 8710.4337 2009Y "" "" "" +CMFGEN 1.7 -1.9999999998908606 "" "" "" "" "" "" 273.1928611642069 4529.6843 5115.3192 -32.70566045456846 5151.8073 5551.3526 -67.66776197361432 5551.3526 5801.2964 138.1884470103475 5801.2964 6288.4133 539.3482970113506 7535.938 8710.4337 2009Y "" "" "" +OBSERVED "" 63.96000000007189 3.0168826040998815 3958.8352 4000.8977 304.000730628384 3958.8352 4640.8498 376.98073950457433 4640.8498 5548.1996 2.34658593775168 5298.8286 5581.2487 87.67045559544749 5581.2487 5863.6689 241.48495052173237 5863.6689 6554.6969 584.0474675721798 7732.449 8796.0312 2009Y 144.27481341031287 3640.3614 3958.8352 +CMFGEN 1.04 63.96000000007189 -0.9576089369103393 3958.8352 4000.8977 221.73427042301415 3958.8352 4640.8498 172.15903557496122 4640.8498 5548.1996 22.813576982673954 5298.8286 5581.2487 83.0975596815878 5581.2487 5863.6689 151.83898719499845 5863.6689 6554.6969 273.7751162691395 7732.449 8796.0312 2009Y 122.14386517922476 3640.3614 3958.8352 +CMFGEN 1.02 63.96000000007189 -1.0328251889304647 3958.8352 4000.8977 262.81077366352315 3958.8352 4640.8498 191.3431326698509 4640.8498 5548.1996 -12.005863304432516 5298.8286 5581.2487 58.23400004091385 5581.2487 5863.6689 131.64762152955694 5863.6689 6554.6969 404.26509626993936 7732.449 8796.0312 2009Y 74.07224291570749 3640.3614 3958.8352 +CMFGEN 1.4 63.96000000007189 -0.6357059096936244 3958.8352 4000.8977 275.9005778591144 3958.8352 4640.8498 272.60834183113843 4640.8498 5548.1996 -19.898195348929534 5298.8286 5581.2487 50.82776930406622 5581.2487 5863.6689 134.93981802024257 5863.6689 6554.6969 402.76332560489 7732.449 8796.0312 2009Y 66.58889895939096 3640.3614 3958.8352 +CMFGEN 1.7 63.96000000007189 -0.7854054010750455 3958.8352 4000.8977 224.57567236213904 3958.8352 4640.8498 102.90636317237224 4640.8498 5548.1996 45.27368241952865 5298.8286 5581.2487 116.4259218577901 5581.2487 5863.6689 193.58726689703064 5863.6689 6554.6969 213.67814315329957 7732.449 8796.0312 2009Y 99.83915408858815 3640.3614 3958.8352 +OBSERVED "" 3.020000000127766 "" "" "" "" "" "" 235.65643226593494 4500.8118 5140.7347 72.57977104604252 5159.0706 5586.297 9.351111899174205 5586.297 5811.8285 144.3096064121305 5811.8285 6341.736 194.7322515479268 7876.2238 8648.4857 2009Y "" "" "" +CMFGEN 1.04 3.020000000127766 "" "" "" "" "" "" 243.81928021516123 4500.8118 5140.7347 191.3778609464452 5159.0706 5586.297 -25.036075553896364 5586.297 5811.8285 149.09583903420452 5811.8285 6341.736 53.61126110424532 7876.2238 8648.4857 2009Y "" "" "" +CMFGEN 1.02 3.020000000127766 "" "" "" "" "" "" 281.0216296255123 4500.8118 5140.7347 230.05885584996642 5159.0706 5586.297 -20.67810977163845 5586.297 5811.8285 116.76452261441543 5811.8285 6341.736 57.48388468475976 7876.2238 8648.4857 2009Y "" "" "" +CMFGEN 1.4 3.020000000127766 "" "" "" "" "" "" 188.2978212389455 4500.8118 5140.7347 188.26733584096243 5159.0706 5586.297 15.364539187216089 5586.297 5811.8285 25.9049286117433 5811.8285 6341.736 -6.539902798962203 7876.2238 8648.4857 2009Y "" "" "" +CMFGEN 1.7 3.020000000127766 "" "" "" "" "" "" 351.07265304985276 4500.8118 5140.7347 9.418458690584842 5159.0706 5586.297 -37.940589130850235 5586.297 5811.8285 156.99541081004685 5811.8285 6341.736 76.50986208333873 7876.2238 8648.4857 2009Y "" "" "" +OBSERVED "" 67.94999999982974 0.8253138391504091 3938.7282 4001.8175 284.6482056523875 3938.7282 4638.7193 328.2942667539487 4638.7193 5410.8126 0.543879311051958 5299.6552 5564.0296 93.5209713929866 5564.0296 5870.4635 235.53622672066513 5870.4635 6543.4163 557.0877820866691 7754.1307 8763.56 2009Y 133.5074549839522 3641.307 3938.7282 +CMFGEN 1.04 67.94999999982974 -3.313629410279302 3938.7282 4001.8175 232.69643120972023 3938.7282 4638.7193 183.01697333696748 4638.7193 5410.8126 27.911759276053587 5299.6552 5564.0296 103.11253901945787 5564.0296 5870.4635 160.3624025100388 5870.4635 6543.4163 315.6781291326147 7754.1307 8763.56 2009Y 125.0965816887689 3641.307 3938.7282 +CMFGEN 1.02 67.94999999982974 -3.679838148610587 3938.7282 4001.8175 271.33283321030024 3938.7282 4638.7193 259.94545734261254 4638.7193 5410.8126 -6.279038730557618 5299.6552 5564.0296 72.95229638208492 5564.0296 5870.4635 141.51772819417675 5870.4635 6543.4163 433.5523631552499 7754.1307 8763.56 2009Y 78.96981396241657 3641.307 3938.7282 +CMFGEN 1.4 67.94999999982974 -3.085657696611783 3938.7282 4001.8175 286.830351141793 3938.7282 4638.7193 285.4373843060047 4638.7193 5410.8126 -8.467494592337363 5299.6552 5564.0296 57.040973510839 5564.0296 5870.4635 150.18492412946978 5870.4635 6543.4163 427.9665713735375 7754.1307 8763.56 2009Y 75.75200823380084 3641.307 3938.7282 +CMFGEN 1.7 67.94999999982974 -3.9959857188847736 3938.7282 4001.8175 241.49654610386037 3938.7282 4638.7193 178.25817467783241 4638.7193 5410.8126 39.81186924922752 5299.6552 5564.0296 137.00447090048579 5564.0296 5870.4635 197.20171056298062 5870.4635 6543.4163 265.1915395869273 7754.1307 8763.56 2009Y 105.9351296427273 3641.307 3938.7282 +OBSERVED "" 7.360000000204309 17.080613032180356 3956.54932402687 4066.08994646088 173.60457825376642 3956.54932402687 4607.87194390476 199.31563623243875 4607.87194390476 5229.58899015183 69.31875104430338 5229.58899015183 5593.73754581083 38.48253009956736 5593.73754581083 5880.91161002972 122.95665237378198 5880.91161002972 6327.95577185499 248.17816893210352 7823.03724021105 8669.7566460523 2009aa "" "" "" +CMFGEN 1.04 7.360000000204309 7.4376845282365425 3956.54932402687 4066.08994646088 -748.6938334582894 3956.54932402687 4607.87194390476 202.26859006082165 4607.87194390476 5229.58899015183 146.05452853702823 5229.58899015183 5593.73754581083 -30.758694262846397 5593.73754581083 5880.91161002972 95.0805555704062 5880.91161002972 6327.95577185499 76.07449515947512 7823.03724021105 8669.7566460523 2009aa "" "" "" +CMFGEN 1.02 7.360000000204309 11.700489052377447 3956.54932402687 4066.08994646088 -957.232456136745 3956.54932402687 4607.87194390476 93.7208044234298 4607.87194390476 5229.58899015183 173.29976917134425 5229.58899015183 5593.73754581083 -14.262306119618659 5593.73754581083 5880.91161002972 74.08546483503086 5880.91161002972 6327.95577185499 86.5302800682392 7823.03724021105 8669.7566460523 2009aa "" "" "" +CMFGEN 1.4 7.360000000204309 13.453339135664802 3956.54932402687 4066.08994646088 -1038.3937214358934 3956.54932402687 4607.87194390476 -28.307401312579515 4607.87194390476 5229.58899015183 124.57352447773202 5229.58899015183 5593.73754581083 27.372003810489737 5593.73754581083 5880.91161002972 13.835612237769897 5880.91161002972 6327.95577185499 12.912974242678853 7823.03724021105 8669.7566460523 2009aa "" "" "" +CMFGEN 1.7 7.360000000204309 8.676204755005593 3956.54932402687 4066.08994646088 -538.4677825007927 3956.54932402687 4607.87194390476 343.0151544375302 4607.87194390476 5229.58899015183 22.698915794216745 5229.58899015183 5593.73754581083 -50.384824822121 5593.73754581083 5880.91161002972 103.99488424782142 5880.91161002972 6327.95577185499 125.95624797770377 7823.03724021105 8669.7566460523 2009aa "" "" "" +OBSERVED "" 8.419999999794527 18.79204726636593 3950.6323 4063.1336 193.82460605690346 3950.6323 4598.995 216.74106996038478 4598.995 5235.5155 63.21519237942656 5235.5155 5593.7434 38.61246200581664 5593.7434 5877.9572 119.10959201009211 5877.9572 6298.3567 334.77716401665793 7672.0568 8643.1206 2009aa "" "" "" +CMFGEN 1.04 8.419999999794527 8.926909265837965 3950.6323 4063.1336 -724.7573761841875 3950.6323 4598.995 196.09405515442424 4598.995 5235.5155 139.92370879498193 5235.5155 5593.7434 -30.660781350361198 5593.7434 5877.9572 78.60965803086215 5877.9572 6298.3567 250.19508671827325 7672.0568 8643.1206 2009aa "" "" "" +CMFGEN 1.02 8.419999999794527 12.942939120418497 3950.6323 4063.1336 -911.7370652832308 3950.6323 4598.995 94.89300314394771 4598.995 5235.5155 168.1434189367166 5235.5155 5593.7434 -14.434136198138258 5593.7434 5877.9572 63.158530236500695 5877.9572 6298.3567 227.34074114795555 7672.0568 8643.1206 2009aa "" "" "" +CMFGEN 1.4 8.419999999794527 14.552058385787731 3950.6323 4063.1336 -989.0637823122199 3950.6323 4598.995 -29.822213866903468 4598.995 5235.5155 118.9378746664268 5235.5155 5593.7434 26.89881606278007 5593.7434 5877.9572 13.735428462427972 5877.9572 6298.3567 156.21739526900905 7672.0568 8643.1206 2009aa "" "" "" +CMFGEN 1.7 8.419999999794527 9.376089716778546 3950.6323 4063.1336 -469.3507243389235 3950.6323 4598.995 355.3983450052207 4598.995 5235.5155 21.33908650664857 5235.5155 5593.7434 -49.68580958891247 5593.7434 5877.9572 93.80072995887227 5877.9572 6298.3567 357.33452092477427 7672.0568 8643.1206 2009aa "" "" "" +OBSERVED "" 9.389999999999418 18.286729141997817 3953.5929 4063.1336 216.80095471478296 3953.5929 4598.995 223.3205563143062 4598.995 5250.3183 48.13877730123955 5250.3183 5570.0589 46.11915172710376 5570.0589 5886.8388 123.16179437155834 5886.8388 6330.9229 285.19179501241905 7781.5975 8752.6613 2009aa "" "" "" +CMFGEN 1.04 9.389999999999418 8.05847917432899 3953.5929 4063.1336 -720.7484788446791 3953.5929 4598.995 167.06230331572283 4598.995 5250.3183 125.20664828692354 5250.3183 5570.0589 -50.80284195904329 5570.0589 5886.8388 94.53353205784627 5886.8388 6330.9229 84.90329686699147 7781.5975 8752.6613 2009aa "" "" "" +CMFGEN 1.02 9.389999999999418 12.02845279259651 3953.5929 4063.1336 -909.2489623254617 3953.5929 4598.995 77.952913270072 4598.995 5250.3183 149.17379959995543 5250.3183 5570.0589 -41.79658707600708 5570.0589 5886.8388 72.45156624973424 5886.8388 6330.9229 98.97150543802624 7781.5975 8752.6613 2009aa "" "" "" +CMFGEN 1.4 9.389999999999418 13.511481670627232 3953.5929 4063.1336 -989.9578413805433 3953.5929 4598.995 -43.6179001546524 4598.995 5250.3183 108.29058208127682 5250.3183 5570.0589 17.77432999792378 5570.0589 5886.8388 13.194214811234774 5886.8388 6330.9229 13.15131144802082 7781.5975 8752.6613 2009aa "" "" "" +CMFGEN 1.7 9.389999999999418 8.685123444651012 3953.5929 4063.1336 -473.19631636034796 3953.5929 4598.995 366.6433854052366 4598.995 5250.3183 3.5496530234963726 5250.3183 5570.0589 -85.6121017093714 5570.0589 5886.8388 100.61368287828329 5886.8388 6330.9229 133.31859567616831 7781.5975 8752.6613 2009aa "" "" "" +OBSERVED "" 10.439999999813153 16.240832179618792 3956.5534 4054.2519 231.88933086165656 3956.5534 4613.7978 230.99256234801203 4613.7978 5247.3578 31.497407363643326 5247.3578 5543.4138 53.371567847733246 5558.2166 5874.9966 130.2909906686533 5874.9966 6354.6074 283.7574941909754 7823.0454 8672.7262 2009aa "" "" "" +CMFGEN 1.04 10.439999999813153 6.5681146099204595 3956.5534 4054.2519 -769.4811305407648 3956.5534 4613.7978 159.1421530633501 4613.7978 5247.3578 123.02924225312773 5247.3578 5543.4138 -62.90230038585854 5558.2166 5874.9966 118.38352018975604 5874.9966 6354.6074 75.8488839595641 7823.0454 8672.7262 2009aa "" "" "" +CMFGEN 1.02 10.439999999813153 8.909067654881287 3956.5534 4054.2519 -986.8918930160977 3956.5534 4613.7978 65.9498005822686 4613.7978 5247.3578 130.8657357363345 5247.3578 5543.4138 -62.652503688545465 5558.2166 5874.9966 86.79902788137571 5874.9966 6354.6074 86.38003984475412 7823.0454 8672.7262 2009aa "" "" "" +CMFGEN 1.4 10.439999999813153 9.914209481767205 3956.5534 4054.2519 -1069.9401931831321 3956.5534 4613.7978 -53.108936429823686 4613.7978 5247.3578 86.93122605082853 5247.3578 5543.4138 1.4251064927607069 5558.2166 5874.9966 17.45767917666055 5874.9966 6354.6074 11.90568876018473 7823.0454 8672.7262 2009aa "" "" "" +CMFGEN 1.7 10.439999999813153 6.432058109496109 3956.5534 4054.2519 -580.9457217594654 3956.5534 4613.7978 349.4715003946237 4613.7978 5247.3578 -24.487813964741665 5247.3578 5543.4138 -100.97790871102099 5558.2166 5874.9966 117.25054900496016 5874.9966 6354.6074 124.28025327347272 7823.0454 8672.7262 2009aa "" "" "" +OBSERVED "" 41.36000000020431 2.2424483112216125 3983.1985 4000.9618 283.6091938472789 3983.1985 4634.5218 380.8070836405634 4634.5218 5519.7293 27.189768589547896 5297.6873 5519.7293 70.4025712874634 5561.1772 5809.8643 249.87819338802183 5809.8643 6493.7537 474.09386196584967 7683.899 8764.5036 2009aa "" "" "" +CMFGEN 1.04 41.36000000020431 -0.0026182428815500684 3983.1985 4000.9618 43.84993290370325 3983.1985 4634.5218 96.09241712540404 4634.5218 5519.7293 16.042785311318386 5297.6873 5519.7293 26.209419996567004 5561.1772 5809.8643 123.18140783605719 5809.8643 6493.7537 15.037101973093314 7683.899 8764.5036 2009aa "" "" "" +CMFGEN 1.02 41.36000000020431 0.07413039211786973 3983.1985 4000.9618 -32.12204616412665 3983.1985 4634.5218 161.52339886103428 4634.5218 5519.7293 3.688794472717487 5297.6873 5519.7293 2.7431715683157805 5561.1772 5809.8643 112.9260463202487 5809.8643 6493.7537 161.63965759826107 7683.899 8764.5036 2009aa "" "" "" +CMFGEN 1.4 41.36000000020431 0.10754578377734302 3983.1985 4000.9618 -60.8684879921832 3983.1985 4634.5218 186.12065420273018 4634.5218 5519.7293 8.783028077292219 5297.6873 5519.7293 6.308472516341377 5561.1772 5809.8643 89.5092858674803 5809.8643 6493.7537 101.79990744623265 7683.899 8764.5036 2009aa "" "" "" +CMFGEN 1.7 41.36000000020431 0.028827684918631316 3983.1985 4000.9618 -2.3997637356411117 3983.1985 4634.5218 120.57479036178184 4634.5218 5519.7293 10.947991455621166 5297.6873 5519.7293 14.751396338499886 5561.1772 5809.8643 126.81902974802365 5809.8643 6493.7537 117.84437830321122 7683.899 8764.5036 2009aa "" "" "" +OBSERVED "" -1.7900000001682201 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 114.34504107329244 7933.20631500134 8540.66231203504 2009aa "" "" "" +CMFGEN 1.04 -1.7900000001682201 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 37.08600126576717 7933.20631500134 8540.66231203504 2009aa "" "" "" +CMFGEN 1.02 -1.7900000001682201 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 33.5155958579235 7933.20631500134 8540.66231203504 2009aa "" "" "" +CMFGEN 1.4 -1.7900000001682201 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" -2.300447517564031 7933.20631500134 8540.66231203504 2009aa "" "" "" +CMFGEN 1.7 -1.7900000001682201 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 41.679173938818906 7933.20631500134 8540.66231203504 2009aa "" "" "" +OBSERVED "" -6.580000000205473 "" "" "" "" "" "" "" "" "" 86.80216350107042 5188.7951 5594.7746 30.70048714517308 5594.7746 5897.3443 92.82039181406732 5897.3443 6307.1538 192.95314134876637 7731.9122 8532.3812 2009aa "" "" "" +CMFGEN 1.04 -6.580000000205473 "" "" "" "" "" "" "" "" "" 180.03839195916464 5188.7951 5594.7746 -29.77499163358161 5594.7746 5897.3443 74.95141862348287 5897.3443 6307.1538 169.71141221910634 7731.9122 8532.3812 2009aa "" "" "" +CMFGEN 1.02 -6.580000000205473 "" "" "" "" "" "" "" "" "" 207.9461799541066 5188.7951 5594.7746 -12.030541174948127 5594.7746 5897.3443 57.96709487339033 5897.3443 6307.1538 150.04328863499143 7731.9122 8532.3812 2009aa "" "" "" +CMFGEN 1.4 -6.580000000205473 "" "" "" "" "" "" "" "" "" 159.56940798908937 5188.7951 5594.7746 30.088276944756227 5594.7746 5897.3443 11.109033351251908 5897.3443 6307.1538 112.10931746809105 7731.9122 8532.3812 2009aa "" "" "" +CMFGEN 1.7 -6.580000000205473 "" "" "" "" "" "" "" "" "" 6.359848222004133 5188.7951 5594.7746 -52.88149357264301 5594.7746 5897.3443 84.0998156965247 5897.3443 6307.1538 248.17471508211375 7731.9122 8532.3812 2009aa "" "" "" +OBSERVED "" -7.619999999777065 25.84788470925573 3930.3686 4084.0265 114.47527869269513 3930.3686 4517.7697 112.57491089988085 4517.7697 5198.5326 80.96967689580232 5198.5326 5603.1002 31.460397683281087 5603.1002 5947.3717 84.06127370498626 5947.3717 6309.1486 135.9307625669031 7754.3109 8530.3806 2009aa "" "" "" +CMFGEN 1.04 -7.619999999777065 18.107067668563065 3930.3686 4084.0265 -430.75950305572167 3930.3686 4517.7697 340.103558706391 4517.7697 5198.5326 174.76242694849734 5198.5326 5603.1002 -20.85096694037298 5603.1002 5947.3717 56.4587586696083 5947.3717 6309.1486 147.77643738371384 7754.3109 8530.3806 2009aa "" "" "" +CMFGEN 1.02 -7.619999999777065 27.327180069223687 3930.3686 4084.0265 -437.49447822455977 3930.3686 4517.7697 223.65570610944505 4517.7697 5198.5326 200.4459267672628 5198.5326 5603.1002 3.26499091169746 5603.1002 5947.3717 39.790962506692225 5947.3717 6309.1486 130.14522554701472 7754.3109 8530.3806 2009aa "" "" "" +CMFGEN 1.4 -7.619999999777065 30.964391577842004 3930.3686 4084.0265 -461.5545317380954 3930.3686 4517.7697 110.10883821424359 4517.7697 5198.5326 144.17287177771234 5198.5326 5603.1002 37.696856008799976 5603.1002 5947.3717 5.712101130935189 5947.3717 6309.1486 93.83268366402282 7754.3109 8530.3806 2009aa "" "" "" +CMFGEN 1.7 -7.619999999777065 21.228575247879526 3930.3686 4084.0265 193.80601459128908 3930.3686 4517.7697 422.0053611684947 4517.7697 5198.5326 21.82033789862703 5198.5326 5603.1002 -43.03019160877743 5603.1002 5947.3717 56.32470338388304 5947.3717 6309.1486 218.1979578619935 7754.3109 8530.3806 2009aa "" "" "" +OBSERVED "" -6.6000000002240995 22.628222372860737 3941.7698 4080.8459 120.62354664639793 3941.7698 4526.9391 104.66028084538522 4526.9391 5104.2362 90.59531960630957 5159.3419 5618.5555 "" "" "" "" "" "" "" "" "" 2009aa 90.93982986889662 3574.3989 3941.7698 +CMFGEN 1.04 -6.6000000002240995 13.105012869109437 3941.7698 4080.8459 -467.4451465127583 3941.7698 4526.9391 202.49947653734284 4526.9391 5104.2362 185.2233090785991 5159.3419 5618.5555 "" "" "" "" "" "" "" "" "" 2009aa 0.30805856827091205 3574.3989 3941.7698 +CMFGEN 1.02 -6.6000000002240995 21.12443393794647 3941.7698 4080.8459 -496.84729477489657 3941.7698 4526.9391 248.5779484052507 4526.9391 5104.2362 230.1201345187062 5159.3419 5618.5555 "" "" "" "" "" "" "" "" "" 2009aa -62.70527220819458 3574.3989 3941.7698 +CMFGEN 1.4 -6.6000000002240995 24.271297840004195 3941.7698 4080.8459 -528.2487463220818 3941.7698 4526.9391 207.76172616049297 4526.9391 5104.2362 163.5494970170531 5159.3419 5618.5555 "" "" "" "" "" "" "" "" "" 2009aa -83.61946673997954 3574.3989 3941.7698 +CMFGEN 1.7 -6.6000000002240995 16.32062641740302 3941.7698 4080.8459 122.53721179015808 3941.7698 4526.9391 270.43594246330565 4526.9391 5104.2362 21.33990498069072 5159.3419 5618.5555 "" "" "" "" "" "" "" "" "" 2009aa -86.10031126581563 3574.3989 3941.7698 +OBSERVED "" -4.6000000002240995 "" "" "" "" "" "" 130.92436994165203 4529.3685 5196.1695 83.58348850615292 5196.1695 5638.9111 24.299150958510275 5638.9111 5900.6126 97.23508501455986 5900.6126 6393.2947 99.63208727419425 7646.076 8558.5956 2009aa "" "" "" +CMFGEN 1.04 -4.6000000002240995 "" "" "" "" "" "" 328.4327322956476 4529.3685 5196.1695 167.4149348150849 5196.1695 5638.9111 -6.122903111796586 5638.9111 5900.6126 123.21857167987224 5900.6126 6393.2947 276.52361493422273 7646.076 8558.5956 2009aa "" "" "" +CMFGEN 1.02 -4.6000000002240995 "" "" "" "" "" "" 214.83649083424083 4529.3685 5196.1695 191.7317104173005 5196.1695 5638.9111 9.288001991234644 5638.9111 5900.6126 87.64006462544572 5900.6126 6393.2947 245.52032601571037 7646.076 8558.5956 2009aa "" "" "" +CMFGEN 1.4 -4.6000000002240995 "" "" "" "" "" "" 109.6949380335175 4529.3685 5196.1695 106.821799623654 5196.1695 5638.9111 20.12628164809595 5638.9111 5900.6126 17.936468978457512 5900.6126 6393.2947 195.95298918996514 7646.076 8558.5956 2009aa "" "" "" +CMFGEN 1.7 -4.6000000002240995 "" "" "" "" "" "" 394.95970556225734 4529.3685 5196.1695 18.544451227560963 5196.1695 5638.9111 -18.298904341331557 5638.9111 5900.6126 107.50705377255113 5900.6126 6393.2947 381.1372272920921 7646.076 8558.5956 2009aa "" "" "" +OBSERVED "" 28.389999999999418 "" "" "" "" "" "" 403.7322848339227 4628.1399 5495.2935 29.363587404501907 5296.0097 5507.861 60.76586697216682 5552.7447 5861.5448 230.35265481608843 5861.5448 6508.6797 420.5351665539051 7685.1965 8674.3206 2009aa "" "" "" +CMFGEN 1.04 28.389999999999418 "" "" "" "" "" "" 143.78898724675724 4628.1399 5495.2935 14.453424578058373 5296.0097 5507.861 -6.526322246161239 5552.7447 5861.5448 125.94825186477203 5861.5448 6508.6797 52.03315062653063 7685.1965 8674.3206 2009aa "" "" "" +CMFGEN 1.02 28.389999999999418 "" "" "" "" "" "" 165.90266519434275 4628.1399 5495.2935 15.724125778897623 5296.0097 5507.861 12.289964944036111 5552.7447 5861.5448 122.13548202561009 5861.5448 6508.6797 -9.11209678497681 7685.1965 8674.3206 2009aa "" "" "" +CMFGEN 1.4 28.389999999999418 "" "" "" "" "" "" 156.59159690546383 4628.1399 5495.2935 16.366586895293853 5296.0097 5507.861 35.36812602842829 5552.7447 5861.5448 119.25220184340839 5861.5448 6508.6797 -134.54596054544083 7685.1965 8674.3206 2009aa "" "" "" +CMFGEN 1.7 28.389999999999418 "" "" "" "" "" "" 163.91946404893986 4628.1399 5495.2935 15.392946434166339 5296.0097 5507.861 -1.524634238367678 5552.7447 5861.5448 106.36093014767975 5861.5448 6508.6797 81.90617683151908 7685.1965 8674.3206 2009aa "" "" "" +OBSERVED "" -1.5200000001495937 "" "" "" "" "" "" 135.9367531762605 4520.803 5212.1092 75.15995930367572 5212.1092 5546.9606 25.326232798526185 5676.5806 5916.0173 "" "" "" "" "" "" 2009aa "" "" "" +CMFGEN 1.04 -1.5200000001495937 "" "" "" "" "" "" 324.27973251273175 4520.803 5212.1092 158.9185847735145 5212.1092 5546.9606 4.405024419489068 5676.5806 5916.0173 "" "" "" "" "" "" 2009aa "" "" "" +CMFGEN 1.02 -1.5200000001495937 "" "" "" "" "" "" 204.65328511759333 4520.803 5212.1092 162.56158437853483 5212.1092 5546.9606 12.796041476950755 5676.5806 5916.0173 "" "" "" "" "" "" 2009aa "" "" "" +CMFGEN 1.4 -1.5200000001495937 "" "" "" "" "" "" 97.20971889071043 4520.803 5212.1092 119.51966228509446 5212.1092 5546.9606 8.991379556296994 5676.5806 5916.0173 "" "" "" "" "" "" 2009aa "" "" "" +CMFGEN 1.7 -1.5200000001495937 "" "" "" "" "" "" 438.8037881872126 4520.803 5212.1092 -23.46315060475609 5212.1092 5546.9606 -2.1152548865238785 5676.5806 5916.0173 "" "" "" "" "" "" 2009aa "" "" "" +OBSERVED "" 0.4799999998504063 "" "" "" "" "" "" 148.90086333084957 4528.5313 5209.6201 81.0240337903496 5209.6201 5555.57 24.050925496874324 5555.57 5917.7363 100.46203937266374 5917.7363 6391.3741 163.35907754258076 7944.5067 8769.4874 2009aa "" "" "" +CMFGEN 1.04 0.4799999998504063 "" "" "" "" "" "" 322.3719476213473 4528.5313 5209.6201 163.3232523649835 5209.6201 5555.57 -70.64523040207558 5555.57 5917.7363 115.09757786657889 5917.7363 6391.3741 -26.708578409514484 7944.5067 8769.4874 2009aa "" "" "" +CMFGEN 1.02 0.4799999998504063 "" "" "" "" "" "" 199.36335135874427 4528.5313 5209.6201 173.04675106852068 5209.6201 5555.57 -73.02637150610313 5555.57 5917.7363 78.01632206990287 5917.7363 6391.3741 -0.103256423746382 7944.5067 8769.4874 2009aa "" "" "" +CMFGEN 1.4 0.4799999998504063 "" "" "" "" "" "" 86.65402220979058 4528.5313 5209.6201 130.55023001565445 5209.6201 5555.57 1.642403738888257 5555.57 5917.7363 14.598132098953123 5917.7363 6391.3741 -73.02691085671563 7944.5067 8769.4874 2009aa "" "" "" +CMFGEN 1.7 0.4799999998504063 "" "" "" "" "" "" 423.49654342199074 4528.5313 5209.6201 -12.47016173283945 5209.6201 5555.57 -128.6233177077484 5555.57 5917.7363 93.67606998285359 5917.7363 6391.3741 -45.56116545545547 7944.5067 8769.4874 2009aa "" "" "" +OBSERVED "" 3.109999999811407 22.962243666954073 3947.5109 4103.917 121.98781706017381 3947.5109 4540.0494 166.3323929753209 4540.0494 5213.7988 94.72080319775074 5213.7988 5607.8218 34.364819312192004 5607.8218 5926.6497 111.9959836139641 5926.6497 6341.7274 215.71642630997533 7779.4605 8588.5613 2009ab "" "" "" +CMFGEN 1.04 3.109999999811407 11.82895719591191 3947.5109 4103.917 -488.7571883686429 3947.5109 4540.0494 313.2866810802078 4540.0494 5213.7988 163.88506890186295 5213.7988 5607.8218 -20.93745539885155 5607.8218 5926.6497 85.82673286715179 5926.6497 6341.7274 136.46086589789684 7779.4605 8588.5613 2009ab "" "" "" +CMFGEN 1.02 3.109999999811407 24.286565162840915 3947.5109 4103.917 -545.2434324266812 3947.5109 4540.0494 189.80107474972874 4540.0494 5213.7988 189.74450569047218 5213.7988 5607.8218 0.7249392241869893 5607.8218 5926.6497 59.244341349337276 5926.6497 6341.7274 121.56431159983717 7779.4605 8588.5613 2009ab "" "" "" +CMFGEN 1.4 3.109999999811407 30.52502984211671 3947.5109 4103.917 -586.8997347046447 3947.5109 4540.0494 69.80096947725428 4540.0494 5213.7988 130.39873775817523 5213.7988 5607.8218 32.961480158010026 5607.8218 5926.6497 9.887960629966887 5926.6497 6341.7274 74.51832972193873 7779.4605 8588.5613 2009ab "" "" "" +CMFGEN 1.7 3.109999999811407 21.973653216057063 3947.5109 4103.917 39.67847265966367 3947.5109 4540.0494 412.7685529678819 4540.0494 5213.7988 32.88811238013457 5213.7988 5607.8218 -41.71079081778349 5607.8218 5926.6497 76.2492179524977 5926.6497 6341.7274 193.9627948816871 7779.4605 8588.5613 2009ab "" "" "" +OBSERVED "" 5.120000000053551 19.578661408835266 3950.5187 4058.7998 169.54902542566202 3950.5187 4606.2212 180.39046558848023 4606.2212 5228.8378 81.18661306081444 5228.8378 5610.8297 31.259823753805037 5610.8297 5869.5013 115.33707768703503 5869.5013 6332.704 223.87653391752835 7827.5854 8600.5925 2009ab "" "" "" +CMFGEN 1.04 5.120000000053551 8.853614768603924 3950.5187 4058.7998 -717.2088315160096 3950.5187 4606.2212 214.58832998737165 4606.2212 5228.8378 146.25173920983437 5228.8378 5610.8297 -21.857166829641468 5610.8297 5869.5013 104.80468280232925 5869.5013 6332.704 98.52897701961236 7827.5854 8600.5925 2009ab "" "" "" +CMFGEN 1.02 5.120000000053551 12.078602773265185 3950.5187 4058.7998 -911.3855564918665 3950.5187 4606.2212 105.24940079016825 4606.2212 5228.8378 175.97700209532172 5228.8378 5610.8297 -4.705552000668762 5610.8297 5869.5013 82.13035575146901 5869.5013 6332.704 87.57303540767434 7827.5854 8600.5925 2009ab "" "" "" +CMFGEN 1.4 5.120000000053551 13.3872564425283 3950.5187 4058.7998 -985.9122769076029 3950.5187 4606.2212 -19.116616503750762 4606.2212 5228.8378 114.82084038632927 5228.8378 5610.8297 23.930923527738113 5610.8297 5869.5013 17.204879157206914 5869.5013 6332.704 36.8458022443738 7827.5854 8600.5925 2009ab "" "" "" +CMFGEN 1.7 5.120000000053551 8.53337303042509 3950.5187 4058.7998 -489.2236063747213 3950.5187 4606.2212 349.5316223817261 4606.2212 5228.8378 31.694671766356798 5228.8378 5610.8297 -33.094154156957835 5610.8297 5869.5013 113.66566861385266 5869.5013 6332.704 135.96018828280432 7827.5854 8600.5925 2009ab "" "" "" +OBSERVED "" -6.810000000114087 "" "" "" "" "" "" 116.19310835075787 4509.2439 5192.0089 75.07987355626784 5192.0089 5620.3387 33.05937298608839 5620.3387 5953.4841 "" "" "" "" "" "" 2009ab "" "" "" +CMFGEN 1.04 -6.810000000114087 "" "" "" "" "" "" 347.40160423146756 4509.2439 5192.0089 176.31504701308447 5192.0089 5620.3387 -12.627635056550565 5620.3387 5953.4841 "" "" "" "" "" "" 2009ab "" "" "" +CMFGEN 1.02 -6.810000000114087 "" "" "" "" "" "" 244.66042015661827 4509.2439 5192.0089 206.4831103453729 5192.0089 5620.3387 13.828108747668157 5620.3387 5953.4841 "" "" "" "" "" "" 2009ab "" "" "" +CMFGEN 1.4 -6.810000000114087 "" "" "" "" "" "" 133.45378597162465 4509.2439 5192.0089 137.19127318290882 5192.0089 5620.3387 34.22202991727553 5620.3387 5953.4841 "" "" "" "" "" "" 2009ab "" "" "" +CMFGEN 1.7 -6.810000000114087 "" "" "" "" "" "" 417.9600610729899 4509.2439 5192.0089 22.290092679329337 5192.0089 5620.3387 -26.420140766927055 5620.3387 5953.4841 "" "" "" "" "" "" 2009ab "" "" "" +OBSERVED "" -9.899999999965075 "" "" "" "" "" "" 91.53080738866592 4593.2271 5087.2934 65.74728739747849 5189.3883 5570.421 36.28334879884529 5570.421 5958.7462 79.97787738722532 5958.7462 6347.0714 116.46475258156978 7783.3895 8514.9186 2009ab "" "" "" +CMFGEN 1.04 -9.899999999965075 "" "" "" "" "" "" 153.46000789337637 4593.2271 5087.2934 181.10377746171616 5189.3883 5570.421 -54.582985665892004 5570.421 5958.7462 74.55902304780841 5958.7462 6347.0714 126.31435354933527 7783.3895 8514.9186 2009ab "" "" "" +CMFGEN 1.02 -9.899999999965075 "" "" "" "" "" "" 190.1238321138705 4593.2271 5087.2934 201.91479109402692 5189.3883 5570.421 -37.71242707924295 5570.421 5958.7462 48.626189783276516 5958.7462 6347.0714 108.26245083974604 7783.3895 8514.9186 2009ab "" "" "" +CMFGEN 1.4 -9.899999999965075 "" "" "" "" "" "" 176.3057224312326 4593.2271 5087.2934 163.1270487634369 5189.3883 5570.421 29.732667118899478 5570.421 5958.7462 7.0480682891811615 5958.7462 6347.0714 77.38519080287605 7783.3895 8514.9186 2009ab "" "" "" +CMFGEN 1.7 -9.899999999965075 "" "" "" "" "" "" 141.8436543639948 4593.2271 5087.2934 -9.848357797566017 5189.3883 5570.421 -101.3749908368108 5570.421 5958.7462 62.917933934673954 5958.7462 6347.0714 181.96176433268639 7783.3895 8514.9186 2009ab "" "" "" +OBSERVED "" -6.649999999965075 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 251.2762826518013 7511.6745 8756.0571 2009ab "" "" "" +CMFGEN 1.04 -6.649999999965075 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 443.47843175498207 7511.6745 8756.0571 2009ab "" "" "" +CMFGEN 1.02 -6.649999999965075 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 457.434142884332 7511.6745 8756.0571 2009ab "" "" "" +CMFGEN 1.4 -6.649999999965075 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 357.932716385164 7511.6745 8756.0571 2009ab "" "" "" +CMFGEN 1.7 -6.649999999965075 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 568.2782707412943 7511.6745 8756.0571 2009ab "" "" "" +OBSERVED "" -5.870000000169966 "" "" "" "" "" "" 118.53862582860623 4509.9315 5193.5778 78.34149721560279 5193.5778 5657.2843 32.319808338058195 5657.2843 5943.2061 85.37514805725507 5943.2061 6329.9337 105.52758549824793 7792.7983 8505.5051 2009ab "" "" "" +CMFGEN 1.04 -5.870000000169966 "" "" "" "" "" "" 348.2165230264153 4509.9315 5193.5778 165.36533042514984 5193.5778 5657.2843 5.650742357464847 5657.2843 5943.2061 69.55770677631631 5943.2061 6329.9337 120.57112822113083 7792.7983 8505.5051 2009ab "" "" "" +CMFGEN 1.02 -5.870000000169966 "" "" "" "" "" "" 242.32487519732499 4509.9315 5193.5778 184.0596399601545 5193.5778 5657.2843 18.10794880691208 5657.2843 5943.2061 48.73965715660661 5943.2061 6329.9337 98.91525751624079 7792.7983 8505.5051 2009ab "" "" "" +CMFGEN 1.4 -5.870000000169966 "" "" "" "" "" "" 134.54387724513515 4509.9315 5193.5778 85.07344970124666 5193.5778 5657.2843 17.464363504461595 5657.2843 5943.2061 7.173791577132443 5943.2061 6329.9337 71.05591520260833 7792.7983 8505.5051 2009ab "" "" "" +CMFGEN 1.7 -5.870000000169966 "" "" "" "" "" "" 421.74318515310574 4509.9315 5193.5778 14.415156794741293 5193.5778 5657.2843 -5.889795961572672 5657.2843 5943.2061 64.99561475952562 5943.2061 6329.9337 165.72222864290762 7792.7983 8505.5051 2009ab "" "" "" +OBSERVED "" -0.5000000001455192 11.121670614003294 3943.4847 4067.6964 101.03943270026306 3943.4847 4561.5856 103.31748941496392 4561.5856 5102.7935 79.99980901356562 5156.0271 5670.6182 14.799896298142574 5670.6182 5880.5951 69.68087726525584 5880.5951 6303.5062 98.76696238161769 7823.6202 8477.2101 2009ad "" "" "" +CMFGEN 1.04 -0.5000000001455192 11.773404856965339 3943.4847 4067.6964 -583.3140297427993 3943.4847 4561.5856 179.40487123649012 4561.5856 5102.7935 164.83294997814755 5156.0271 5670.6182 -1.0317209632282287 5670.6182 5880.5951 79.73076549391892 5880.5951 6303.5062 96.04238447374684 7823.6202 8477.2101 2009ad "" "" "" +CMFGEN 1.02 -0.5000000001455192 16.8939285395852 3943.4847 4067.6964 -684.2121138863629 3943.4847 4561.5856 220.1730925489714 4561.5856 5102.7935 200.67420379500197 5156.0271 5670.6182 7.79047892764257 5670.6182 5880.5951 64.04398978338344 5880.5951 6303.5062 72.6602118236905 7823.6202 8477.2101 2009ad "" "" "" +CMFGEN 1.4 -0.5000000001455192 18.761568104757515 3943.4847 4067.6964 -739.0861055212197 3943.4847 4561.5856 180.095771534738 4561.5856 5102.7935 97.42832848089857 5156.0271 5670.6182 8.59462491203028 5670.6182 5880.5951 13.703266311380052 5880.5951 6303.5062 49.63837492546938 7823.6202 8477.2101 2009ad "" "" "" +CMFGEN 1.7 -0.5000000001455192 12.176625237746842 3943.4847 4067.6964 -136.04134159707854 3943.4847 4561.5856 200.38471466928593 4561.5856 5102.7935 7.923466142048767 5156.0271 5670.6182 -6.573044763518438 5670.6182 5880.5951 94.22676412302235 5880.5951 6303.5062 117.6542566772857 7823.6202 8477.2101 2009ad "" "" "" +OBSERVED "" 33.45999999981723 7.980402068554022 3955.3144 4017.4202 225.85544165414325 3955.3144 4626.6488 317.41357683663404 4626.6488 5496.1304 15.2555773573037 5295.0258 5546.4066 38.80070643848801 5552.3214 5803.7021 223.82778951922054 5803.7021 6560.8017 291.05304246617726 7717.1531 8524.5288 2009ad "" "" "" +CMFGEN 1.04 33.45999999981723 -0.2686747862478718 3955.3144 4017.4202 24.56289215877782 3955.3144 4626.6488 87.45857651114757 4626.6488 5496.1304 15.604936766129988 5295.0258 5546.4066 6.813313428158626 5552.3214 5803.7021 92.35095437938828 5803.7021 6560.8017 111.79938003362471 7717.1531 8524.5288 2009ad "" "" "" +CMFGEN 1.02 33.45999999981723 2.135732418802212 3955.3144 4017.4202 -68.82609964757542 3955.3144 4626.6488 144.92843122235035 4626.6488 5496.1304 15.770846934234045 5295.0258 5546.4066 5.65977786822441 5552.3214 5803.7021 71.36181498052474 5803.7021 6560.8017 134.75792122716405 7717.1531 8524.5288 2009ad "" "" "" +CMFGEN 1.4 33.45999999981723 2.3022916274394207 3955.3144 4017.4202 -89.65231853178213 3955.3144 4626.6488 163.9821137596918 4626.6488 5496.1304 18.516691363647563 5295.0258 5546.4066 14.645963045915453 5552.3214 5803.7021 65.80083749084513 5803.7021 6560.8017 145.78470537472268 7717.1531 8524.5288 2009ad "" "" "" +CMFGEN 1.7 33.45999999981723 0.7939968549134987 3955.3144 4017.4202 -32.62902853769875 3955.3144 4626.6488 119.08881067196229 4626.6488 5496.1304 17.335038790171208 5295.0258 5546.4066 5.259605813890803 5552.3214 5803.7021 71.20186700030217 5803.7021 6560.8017 113.37720534298141 7717.1531 8524.5288 2009ad "" "" "" +OBSERVED "" 2.5100000000966247 13.462457228966485 3925.7402 4079.526 101.03564670078104 3925.7402 4582.2875 120.23779702508595 4582.2875 5114.6232 80.83182787306325 5200.3884 5602.5975 23.408879448140855 5602.5975 5927.9138 69.59814865451956 5927.9138 6273.932 123.51376435619031 7862.0667 8512.6992 2009ad "" "" "" +CMFGEN 1.04 2.5100000000966247 20.18244968153886 3925.7402 4079.526 -663.6614332772087 3925.7402 4582.2875 170.92442657882242 4582.2875 5114.6232 174.75376852689305 5200.3884 5602.5975 -22.837759332926435 5602.5975 5927.9138 47.017978315425395 5927.9138 6273.932 70.79601235203583 7862.0667 8512.6992 2009ad "" "" "" +CMFGEN 1.02 2.5100000000966247 28.522352805486594 3925.7402 4079.526 -797.5895481991913 3925.7402 4582.2875 207.84523865153756 4582.2875 5114.6232 199.9315572803361 5200.3884 5602.5975 -1.9584524066128282 5602.5975 5927.9138 37.52491061018172 5927.9138 6273.932 57.364292057948646 7862.0667 8512.6992 2009ad "" "" "" +CMFGEN 1.4 2.5100000000966247 31.454823234524273 3925.7402 4079.526 -853.042291628115 3925.7402 4582.2875 146.77113219916043 4582.2875 5114.6232 145.3968460675801 5200.3884 5602.5975 34.01063124891673 5602.5975 5927.9138 7.252383567176493 5927.9138 6273.932 26.22947720262025 7862.0667 8512.6992 2009ad "" "" "" +CMFGEN 1.7 2.5100000000966247 21.1873612228814 3925.7402 4079.526 -295.08826508649736 3925.7402 4582.2875 174.8991271616641 4582.2875 5114.6232 25.191695259297067 5200.3884 5602.5975 -47.015509476321164 5602.5975 5927.9138 55.00792483480802 5927.9138 6273.932 89.50097743818165 7862.0667 8512.6992 2009ad "" "" "" +OBSERVED "" 20.4399999997986 "" "" "" "" "" "" 299.03061212766835 4617.3952 5418.5456 1.68226024910814 5284.1244 5506.3675 80.18409056840429 5554.7591 5837.9398 173.327693913886 5837.9398 6482.4121 276.0586708407206 7535.5007 8588.5894 2009ad "" "" "" +CMFGEN 1.04 20.4399999997986 "" "" "" "" "" "" 129.41956222705815 4617.3952 5418.5456 6.246340586057494 5284.1244 5506.3675 -30.48406741279595 5554.7591 5837.9398 28.182050164040255 5837.9398 6482.4121 -93.00069566511449 7535.5007 8588.5894 2009ad "" "" "" +CMFGEN 1.02 20.4399999997986 "" "" "" "" "" "" 58.455522473150396 4617.3952 5418.5456 5.844202346173344 5284.1244 5506.3675 1.8744333950266063 5554.7591 5837.9398 66.73194102417848 5837.9398 6482.4121 359.49451187624146 7535.5007 8588.5894 2009ad "" "" "" +CMFGEN 1.4 20.4399999997986 "" "" "" "" "" "" 349.9056753279174 4617.3952 5418.5456 47.67938005248104 5284.1244 5506.3675 -7.545238834001494 5554.7591 5837.9398 67.87988661225157 5837.9398 6482.4121 333.50038849553675 7535.5007 8588.5894 2009ad "" "" "" +CMFGEN 1.7 20.4399999997986 "" "" "" "" "" "" 73.30760935218072 4617.3952 5418.5456 7.920756347849912 5284.1244 5506.3675 19.500334525005425 5554.7591 5837.9398 95.2305381303091 5837.9398 6482.4121 -222.21304423591374 7535.5007 8588.5894 2009ad "" "" "" +OBSERVED "" -8.50000000014552 "" "" "" "" "" "" 79.07210389672213 4518.7455 5167.1577 48.41869799190955 5167.1577 5577.8188 15.459554057397561 5577.8188 5875.0078 46.69557761794469 5875.0078 6244.2426 73.95883479194006 7609.5551 8443.608 2009ad "" "" "" +CMFGEN 1.04 -8.50000000014552 "" "" "" "" "" "" 272.9334581416724 4518.7455 5167.1577 188.171587914364 5167.1577 5577.8188 -42.515082756351475 5577.8188 5875.0078 53.59912543659112 5875.0078 6244.2426 285.9654136665631 7609.5551 8443.608 2009ad "" "" "" +CMFGEN 1.02 -8.50000000014552 "" "" "" "" "" "" 252.85497291614078 4518.7455 5167.1577 221.07243969207602 5167.1577 5577.8188 -31.375989388645145 5577.8188 5875.0078 46.96687079796328 5875.0078 6244.2426 260.3492904343929 7609.5551 8443.608 2009ad "" "" "" +CMFGEN 1.4 -8.50000000014552 "" "" "" "" "" "" 155.79091733987678 4518.7455 5167.1577 182.70597354461688 5167.1577 5577.8188 22.100587945783307 5577.8188 5875.0078 10.741254157569351 5875.0078 6244.2426 231.12328003394853 7609.5551 8443.608 2009ad "" "" "" +CMFGEN 1.7 -8.50000000014552 "" "" "" "" "" "" 345.89220087030515 4518.7455 5167.1577 -4.7676396128211636 5167.1577 5577.8188 -69.56059497388372 5577.8188 5875.0078 78.74563443163842 5875.0078 6244.2426 386.56560807319033 7609.5551 8443.608 2009ad "" "" "" +OBSERVED "" -7.460000000108266 "" "" "" "" "" "" 80.740097200843 4602.4093 5176.1544 54.148946669313375 5176.1544 5593.4235 18.063913858577003 5593.4235 5913.5696 52.07589526258913 5913.5696 6240.9101 17.58841550597796 7538.762 8205.7486 2009ad "" "" "" +CMFGEN 1.04 -7.460000000108266 "" "" "" "" "" "" 244.66731501926188 4602.4093 5176.1544 186.84874211574044 5176.1544 5593.4235 -30.092642613792822 5593.4235 5913.5696 42.14228509786231 5913.5696 6240.9101 247.73314206404524 7538.762 8205.7486 2009ad "" "" "" +CMFGEN 1.02 -7.460000000108266 "" "" "" "" "" "" 169.71769577982087 4602.4093 5176.1544 218.83911597474446 5176.1544 5593.4235 -12.110501820129855 5593.4235 5913.5696 32.45638819324032 5913.5696 6240.9101 238.89135863397772 7538.762 8205.7486 2009ad "" "" "" +CMFGEN 1.4 -7.460000000108266 "" "" "" "" "" "" 50.62108922054632 4602.4093 5176.1544 171.24490039869093 5176.1544 5593.4235 32.435084833225304 5593.4235 5913.5696 6.534531923359045 5913.5696 6240.9101 228.65311704010566 7538.762 8205.7486 2009ad "" "" "" +CMFGEN 1.7 -7.460000000108266 "" "" "" "" "" "" 222.1243760952691 4602.4093 5176.1544 4.411212128588602 5176.1544 5593.4235 -57.71289043033427 5593.4235 5913.5696 55.933277376313015 5913.5696 6240.9101 342.8934211783941 7538.762 8205.7486 2009ad "" "" "" +OBSERVED "" 55.17000000002008 0.5369701782795036 3981.8816 4002.9196 305.28578645205516 3981.8816 4634.0609 439.72033514655163 4634.0609 5526.675 35.91773380065258 5298.262 5526.675 97.8488877680141 5550.7185 5830.2239 259.7300262286724 5830.2239 6515.4631 518.0350757937216 7711.6261 8727.463 2009ag 107.10014211326819 3714.3979 3981.8816 +CMFGEN 1.04 55.17000000002008 -0.029834601152111978 3981.8816 4002.9196 153.71183427728775 3981.8816 4634.0609 103.1364533598003 4634.0609 5526.675 19.248142874288938 5298.262 5526.675 98.17803449151685 5550.7185 5830.2239 124.08133854662036 5830.2239 6515.4631 280.1792034749971 7711.6261 8727.463 2009ag 60.35756543370241 3714.3979 3981.8816 +CMFGEN 1.02 55.17000000002008 0.06739117953377047 3981.8816 4002.9196 221.29262179207507 3981.8816 4634.0609 135.91205520362365 4634.0609 5526.675 -2.5462668020296 5298.262 5526.675 63.64420172262266 5550.7185 5830.2239 141.26571935564058 5830.2239 6515.4631 419.2463520923774 7711.6261 8727.463 2009ag 18.953461398209868 3714.3979 3981.8816 +CMFGEN 1.4 55.17000000002008 0.08470651731687098 3981.8816 4002.9196 231.60699351095678 3981.8816 4634.0609 192.4960645889014 4634.0609 5526.675 -0.6302676446418964 5298.262 5526.675 34.16163737659685 5550.7185 5830.2239 122.41415685965538 5830.2239 6515.4631 388.40575328458317 7711.6261 8727.463 2009ag -4.991166453408877 3714.3979 3981.8816 +CMFGEN 1.7 55.17000000002008 0.0627299188994874 3981.8816 4002.9196 143.15655457068976 3981.8816 4634.0609 89.93274304436142 4634.0609 5526.675 12.883026192864335 5298.262 5526.675 97.81688366799784 5550.7185 5830.2239 135.32548982170783 5830.2239 6515.4631 219.89354553190532 7711.6261 8727.463 2009ag 40.94985641676361 3714.3979 3981.8816 +OBSERVED "" -3.7200000001103035 17.531801357410334 3954.4041 4084.0645 126.33814665355513 3954.4041 4533.3531 149.7484442488946 4533.3531 5118.3328 71.3420560242931 5211.809 5549.5292 22.36470264308741 5664.1129 5917.4031 108.83961738357542 5917.4031 6339.5534 292.4998883932028 7759.7878 8592.027 2009ag "" "" "" +CMFGEN 1.04 -3.7200000001103035 9.231861179900022 3954.4041 4084.0645 -458.2810686244616 3954.4041 4533.3531 210.63879099844252 4533.3531 5118.3328 162.08038145690404 5211.809 5549.5292 3.4390276361474887 5664.1129 5917.4031 88.6862374392294 5917.4031 6339.5534 156.1780564014447 7759.7878 8592.027 2009ag "" "" "" +CMFGEN 1.02 -3.7200000001103035 17.059208378384938 3954.4041 4084.0645 -504.9151970494449 3954.4041 4533.3531 254.11601704006222 4533.3531 5118.3328 167.66509744711198 5211.809 5549.5292 12.594660318195645 5664.1129 5917.4031 62.57452132918463 5917.4031 6339.5534 140.12925166654117 7759.7878 8592.027 2009ag "" "" "" +CMFGEN 1.4 -3.7200000001103035 20.48135575853839 3954.4041 4084.0645 -543.5108143630782 3954.4041 4533.3531 190.9995861443724 4533.3531 5118.3328 125.17281192477142 5211.809 5549.5292 12.487439726410878 5664.1129 5917.4031 11.093917237121051 5917.4031 6339.5534 92.00082084883593 7759.7878 8592.027 2009ag "" "" "" +CMFGEN 1.7 -3.7200000001103035 13.959123934367112 3954.4041 4084.0645 79.59404335101489 3954.4041 4533.3531 265.96961159581974 4533.3531 5118.3328 -16.215406924049184 5211.809 5549.5292 -7.461364393984827 5664.1129 5917.4031 82.10530544207985 5917.4031 6339.5534 222.5075146663791 7759.7878 8592.027 2009ag "" "" "" +OBSERVED "" -2.6499999998122803 22.195719358054458 3954.4041 4114.2181 125.37661940456707 3954.4041 4515.2609 156.559887414969 4515.2609 5130.3943 85.316824441884 5211.809 5630.9439 25.368089016822665 5630.9439 5926.4492 115.22692960576876 5926.4492 6324.4766 303.1461068580472 7798.9874 8516.643 2009ag "" "" "" +CMFGEN 1.04 -2.6499999998122803 8.94007684630156 3954.4041 4114.2181 -393.3737080711086 3954.4041 4515.2609 230.9679798926246 4515.2609 5130.3943 160.87590468420296 5211.809 5630.9439 -8.740465740518992 5630.9439 5926.4492 74.16425946916803 5926.4492 6324.4766 114.61849485876661 7798.9874 8516.643 2009ag "" "" "" +CMFGEN 1.02 -2.6499999998122803 22.939130148088804 3954.4041 4114.2181 -410.67782667253977 3954.4041 4515.2609 272.0541184570625 4515.2609 5130.3943 186.21560077437192 5211.809 5630.9439 11.05007600463881 5630.9439 5926.4492 53.188900794962635 5926.4492 6324.4766 98.6485708878378 7798.9874 8516.643 2009ag "" "" "" +CMFGEN 1.4 -2.6499999998122803 30.81532279763842 3954.4041 4114.2181 -439.8960520337977 3954.4041 4515.2609 197.42216902086128 4515.2609 5130.3943 108.90420982832867 5211.809 5630.9439 26.182976977095073 5630.9439 5926.4492 8.643592433697657 5926.4492 6324.4766 67.0480145845495 7798.9874 8516.643 2009ag "" "" "" +CMFGEN 1.7 -2.6499999998122803 22.57480591106795 3954.4041 4114.2181 191.86411924982363 3954.4041 4515.2609 314.4644095450551 4515.2609 5130.3943 33.62444302007389 5211.809 5630.9439 -24.185731029940964 5630.9439 5926.4492 72.53062944139343 5926.4492 6324.4766 164.91296800296513 7798.9874 8516.643 2009ag "" "" "" +OBSERVED "" 29.219999999833817 1.191232279631941 3963.4501 4002.6498 304.01344667415356 3963.4501 4611.7524 436.8879051285906 4611.7524 5504.2989 35.50952130314244 5299.2544 5504.2989 67.45817863285583 5558.5753 5887.2495 240.17302297622416 5887.2495 6541.5825 450.5893549458782 7723.6035 8712.6414 2009ag "" "" "" +CMFGEN 1.04 29.219999999833817 0.2712020343839271 3963.4501 4002.6498 29.088170005765726 3963.4501 4611.7524 140.41528962051498 4611.7524 5504.2989 15.229468318105548 5299.2544 5504.2989 -7.179066902861908 5558.5753 5887.2495 102.46869403652323 5887.2495 6541.5825 70.91172621908554 7723.6035 8712.6414 2009ag "" "" "" +CMFGEN 1.02 29.219999999833817 0.6777405254386848 3963.4501 4002.6498 -64.19540259628297 3963.4501 4611.7524 163.8427138245219 4611.7524 5504.2989 17.883497802757372 5299.2544 5504.2989 3.0894515966638365 5558.5753 5887.2495 90.46272373610111 5887.2495 6541.5825 -20.80168128606259 7723.6035 8712.6414 2009ag "" "" "" +CMFGEN 1.4 29.219999999833817 0.5450738515248298 3963.4501 4002.6498 -56.16885755047126 3963.4501 4611.7524 156.92000524770637 4611.7524 5504.2989 17.71882300921696 5299.2544 5504.2989 22.488656714355155 5558.5753 5887.2495 84.57564743398845 5887.2495 6541.5825 -84.48677947703581 7723.6035 8712.6414 2009ag "" "" "" +CMFGEN 1.7 29.219999999833817 0.5282491564918362 3963.4501 4002.6498 -43.316105469328825 3963.4501 4611.7524 155.03567068820365 4611.7524 5504.2989 17.984388539062444 5299.2544 5504.2989 -1.8413871734044303 5558.5753 5887.2495 87.85193193727916 5887.2495 6541.5825 86.80823683805014 7723.6035 8712.6414 2009ag "" "" "" +OBSERVED "" -0.6699999998309067 19.840842968171962 3957.4194 4093.1106 139.51541738707158 3957.4194 4530.3377 173.37848748017382 4530.3377 5220.8551 84.96351510161247 5220.8551 5567.6214 26.137964406965608 5567.6214 5932.4799 111.59543792075293 5932.4799 6348.5995 280.64803795286696 7792.9567 8604.0884 2009ag "" "" "" +CMFGEN 1.04 -0.6699999998309067 8.363916565588756 3957.4194 4093.1106 -446.26116154359966 3957.4194 4530.3377 300.3585877418469 4530.3377 5220.8551 157.45138772201673 5220.8551 5567.6214 -57.74553104786019 5567.6214 5932.4799 88.24167332118007 5932.4799 6348.5995 127.36006006791445 7792.9567 8604.0884 2009ag "" "" "" +CMFGEN 1.02 -0.6699999998309067 17.592165691196833 3957.4194 4093.1106 -489.44254930327315 3957.4194 4530.3377 192.90281036755772 4530.3377 5220.8551 175.19512302840153 5220.8551 5567.6214 -46.9104518721691 5567.6214 5932.4799 58.917041876143784 5932.4799 6348.5995 113.80702067453117 7792.9567 8604.0884 2009ag "" "" "" +CMFGEN 1.4 -0.6699999998309067 22.037588165283733 3957.4194 4093.1106 -527.2283341729105 3957.4194 4530.3377 83.81864098961326 4530.3377 5220.8551 135.3810559805732 5220.8551 5567.6214 21.371596844438383 5567.6214 5932.4799 9.967204951450936 5932.4799 6348.5995 62.55231718913565 7792.9567 8604.0884 2009ag "" "" "" +CMFGEN 1.7 -0.6699999998309067 15.373461646179893 3957.4194 4093.1106 97.84375212347653 3957.4194 4530.3377 436.7725526279827 4530.3377 5220.8551 7.5518294629506135 5220.8551 5567.6214 -107.3468372649535 5567.6214 5932.4799 76.83677310035655 5932.4799 6348.5995 181.22775112543457 7792.9567 8604.0884 2009ag "" "" "" +OBSERVED "" 17.219999999833817 "" "" "" "" "" "" "" "" "" "" "" "" 94.40845247661333 5553.9994 5885.5748 176.42689406287695 5885.5748 6494.1133 379.57444087086384 7843.8204 8760.529 2009ag "" "" "" +CMFGEN 1.04 17.219999999833817 "" "" "" "" "" "" "" "" "" "" "" "" -50.5137272269139 5553.9994 5885.5748 -47.05357839796028 5885.5748 6494.1133 -428.7664463517217 7843.8204 8760.529 2009ag "" "" "" +CMFGEN 1.02 17.219999999833817 "" "" "" "" "" "" "" "" "" "" "" "" -75.28524124931266 5553.9994 5885.5748 129.8181023928497 5885.5748 6494.1133 59.31419127951621 7843.8204 8760.529 2009ag "" "" "" +CMFGEN 1.4 17.219999999833817 "" "" "" "" "" "" "" "" "" "" "" "" -4.875313195844522 5553.9994 5885.5748 62.638949506020715 5885.5748 6494.1133 -24.579448289569022 7843.8204 8760.529 2009ag "" "" "" +CMFGEN 1.7 17.219999999833817 "" "" "" "" "" "" "" "" "" "" "" "" -117.19510345281734 5553.9994 5885.5748 133.83224376142957 5885.5748 6494.1133 50.39603164221653 7843.8204 8760.529 2009ag "" "" "" +OBSERVED "" 17.250000000094587 -0.586648433132782 3963.9504 4001.3675 317.51603552345193 3963.9504 4629.44 326.4709123232465 4629.44 5457.9611 -0.11771363814529998 5286.9115 5500.7234 "" "" "" "" "" "" "" "" "" 2009ag 157.8717430473384 3581.7617 3963.9504 +CMFGEN 1.04 17.250000000094587 0.8515832483942071 3963.9504 4001.3675 -81.99652844830774 3963.9504 4629.44 82.12668465105095 4629.44 5457.9611 -4.183271379006664 5286.9115 5500.7234 "" "" "" "" "" "" "" "" "" 2009ag -568.172776687072 3581.7617 3963.9504 +CMFGEN 1.02 17.250000000094587 0.6194626740067875 3963.9504 4001.3675 -1005.6359375087613 3963.9504 4629.44 421.2435267312817 4629.44 5457.9611 61.91937645083295 5286.9115 5500.7234 "" "" "" "" "" "" "" "" "" 2009ag -23.648368972391864 3581.7617 3963.9504 +CMFGEN 1.4 17.250000000094587 0.49207994765329605 3963.9504 4001.3675 -1090.8925204814254 3963.9504 4629.44 445.4043984856743 4629.44 5457.9611 46.08472457988243 5286.9115 5500.7234 "" "" "" "" "" "" "" "" "" 2009ag -50.398832452895014 3581.7617 3963.9504 +CMFGEN 1.7 17.250000000094587 0.39617366007686833 3963.9504 4001.3675 -646.0916467561253 3963.9504 4629.44 315.0187170417322 4629.44 5457.9611 -44.92010614978288 5286.9115 5500.7234 "" "" "" "" "" "" "" "" "" 2009ag -77.426144911949 3581.7617 3963.9504 diff --git a/results/equivalent_width/peak_model_pew.ecsv b/results/equivalent_width/peak_model_pew.ecsv new file mode 100644 index 0000000..14907ee --- /dev/null +++ b/results/equivalent_width/peak_model_pew.ecsv @@ -0,0 +1,61 @@ +# %ECSV 0.9 +# --- +# datatype: +# - name: model +# datatype: string +# - name: version +# datatype: string +# - name: pW1 +# datatype: float64 +# - name: pW1_start +# datatype: float64 +# - name: pW1_end +# datatype: float64 +# - name: pW2 +# datatype: float64 +# - name: pW2_start +# datatype: float64 +# - name: pW2_end +# datatype: float64 +# - name: pW3 +# datatype: float64 +# - name: pW3_start +# datatype: float64 +# - name: pW3_end +# datatype: float64 +# - name: pW4 +# datatype: float64 +# - name: pW4_start +# datatype: float64 +# - name: pW4_end +# datatype: float64 +# - name: pW5 +# datatype: float64 +# - name: pW5_start +# datatype: float64 +# - name: pW5_end +# datatype: float64 +# - name: pW6 +# datatype: float64 +# - name: pW6_start +# datatype: float64 +# - name: pW6_end +# datatype: float64 +# - name: pW7 +# datatype: float64 +# - name: pW7_start +# datatype: float64 +# - name: pW7_end +# datatype: float64 +# - name: pW8 +# datatype: float64 +# - name: pW8_start +# datatype: float64 +# - name: pW8_end +# datatype: float64 +# schema: astropy-2.0 +model version pW1 pW1_start pW1_end pW2 pW2_start pW2_end pW3 pW3_start pW3_end pW4 pW4_start pW4_end pW5 pW5_start pW5_end pW6 pW6_start pW6_end pW7 pW7_start pW7_end pW8 pW8_start pW8_end +CMFGEN 1.04 127.8713932448589 3591.444 3900.248 0.23563976140130422 3900.248 4020.84 46.0153529490703 3900.248 4498.542 126.35759234829175 4500.062 5126.027 80.68685350130323 5150.201 5600.806 8.851269867657827 5600.806 5800.134 153.70184843398062 5800.134 6287.945 113.72238854384739 7851.667 8482.099 +CMFGEN 1.02 126.62845324567816 3605.965 3900.254 28.223553541393848 3900.254 4106.558 87.4178936952591 3900.254 4520.868 162.1711968117487 4520.868 5114.375 92.24438066359261 5168.453 5624.389 18.677869015447676 5624.389 5850.106 156.52608191277983 5850.106 6339.207 189.48065424617428 7812.672 8569.902 +CMFGEN 1.4 126.1126757769391 3589.023 3900.248 39.0271446381032 3900.248 4115.193 121.84735706110715 3900.248 4526.563 192.63159272244278 4526.563 5126.027 84.59161115645054 5185.022 5567.876 25.469809095503678 5567.876 5868.823 158.76005620976747 5868.823 6348.06 226.08140391388957 7806.095 8598.102 +CMFGEN 1.7 116.24806783772303 3614.157 3900.248 13.795773466777483 3900.248 4077.691 58.60555995639612 3900.248 4507.237 137.3176962495341 4507.237 5144.563 94.09233948695513 5150.201 5617.776 12.463255459102264 5617.776 5815.757 137.64396400983844 5815.757 6309.64 143.64351686902924 7839.783 8527.398 diff --git a/run_analysis.py b/run_analysis.py new file mode 100644 index 0000000..1fbc2ee --- /dev/null +++ b/run_analysis.py @@ -0,0 +1,140 @@ +#!/usr/bin/env python3.7 +# -*- coding: UTF-8 -*- + +"""Command line interface for the analysis package.""" + +import argparse +import warnings +from pathlib import Path + +import sncosmo +from sndata.csp import dr1, dr3 +from tqdm import tqdm + +from analysis import equivalent_width +from analysis import lc_colors +from analysis import models + +warnings.filterwarnings('ignore') +models.register_sources() +dr1.download_module_data() +dr3.download_module_data() +dr3.register_filters() + + +def get_models(model_id_list): + """Return a list of models corresponding to a list of model ids + + Model ids should be of the form ``<source name>,<source version> + + Args: + model_id_list (list): A list of model ids + + Returns: + A list of sncosmo Models + """ + + model_list = [] + for model_id in model_id_list: + name, version = model_id.split(',') + model = sncosmo.Model(sncosmo.get_source(name, version=version)) + model.add_effect(sncosmo.F99Dust(), 'ext', 'rest') + model_list.append(model) + + return model_list + + +def run_lc_color(cli_args): + """Run color analysis + + Args: + cli_args (argparse.Namespace): Command line arguments + """ + + unique_bands = [ + 'csp_dr3_u', + 'csp_dr3_g', + 'csp_dr3_r', + 'csp_dr3_i', + 'csp_dr3_B', + 'csp_dr3_V', + 'csp_dr3_Y', + 'csp_dr3_J' + 'csp_dr3_H', + ] + + color_combos = [(unique_bands[i], unique_bands[i + 1]) for i in range(len(unique_bands) - 1)] + out_dir = Path(cli_args.out_dir) / 'color_evolution' + tqdm.write('Tabulating color evolution') + for model in get_models(cli_args.models): + tqdm.write(f'Fitting {model.source.name} {model.source.version}') + file_name = f'{model.source.name}_{model.source.version}.ecsv' + t = lc_colors.tabulate_residuals(dr3, model, color_combos) + t.write(out_dir / file_name, overwrite=True) + tqdm.write('\n') + + +def run_ew(cli_args): + """Run equivalent width analysis + + Args: + cli_args (argparse.Namespace): Command line arguments + """ + + models = get_models(cli_args.models) + out_dir = Path(cli_args.out_dir) / 'equivalent_width' + out_dir.mkdir(parents=True, exist_ok=True) + + tqdm.write('Tabulating peak model pew...') + peak_pew = equivalent_width.tabulate_peak_model_pew(models) + peak_pew.write(out_dir / f'peak_model_pew.ecsv', overwrite=True) + + for fix_boundaries in (True, False): + start_msg = 'Tabulating equivalent widths (Fixed bounds = {})' + tqdm.write(start_msg.format(fix_boundaries)) + + ew_results = equivalent_width.tabulate_pew_spectra( + data_release=dr1, + models=get_models(cli_args.models), + fix_boundaries=fix_boundaries) + + out_path = out_dir / f'fixed_{fix_boundaries}.ecsv' + ew_results.write(out_path, overwrite=True) + + +# Parse command line input +if __name__ == '__main__': + parser = argparse.ArgumentParser( + description='Compare various SN models against CSP data.') + subparsers = parser.add_subparsers(help='') + + parser.add_argument( + '-o', '--out_dir', + type=str, + default=['./'], + help='Output directory') + + color_parser = subparsers.add_parser( + 'lc_color', help='Compare color evolution with models.') + color_parser.set_defaults(func=run_lc_color) + + color_parser.add_argument( + '-m', '--models', + type=str, + nargs='+', + required=True, + help='Models to use') + + ew_parser = subparsers.add_parser( + 'equivalent_width', help='Calculate pseudo equivalent width values') + ew_parser.set_defaults(func=run_ew) + + ew_parser.add_argument( + '-m', '--models', + type=str, + nargs='+', + required=True, + help='Models to use') + + cli_args = parser.parse_args() + cli_args.func(cli_args) diff --git a/run_analysis.sh b/run_analysis.sh new file mode 100644 index 0000000..0055271 --- /dev/null +++ b/run_analysis.sh @@ -0,0 +1,4 @@ +#!/usr/bin/env bash + +python run_analysis.py -o results equivalent_width -m CMFGEN,1.04 CMFGEN,1.02 CMFGEN,1.4 CMFGEN,1.7; +python run_analysis.py -o results lc_color -m CMFGEN,1.04 CMFGEN,1.02 CMFGEN,1.4 CMFGEN,1.7; diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..280b135 --- /dev/null +++ b/setup.py @@ -0,0 +1,13 @@ +#!/usr/bin/env python3 +# -*- coding: UTF-8 -*- + + +from setuptools import find_packages, setup + +setup(name='nir_analysis', + packages=find_packages(), + python_requires='>=3.7', + setup_requires=['pytest-runner'], + tests_require=['pytest'], + package_data={'': ['*.yml', 'NPZ_models/*.npz.zip']}, + include_pacakge_data=True) diff --git a/tests/test_equivalent_width.py b/tests/test_equivalent_width.py new file mode 100644 index 0000000..75f8a23 --- /dev/null +++ b/tests/test_equivalent_width.py @@ -0,0 +1,260 @@ +#!/usr/bin/env python3 +# -*- coding: UTF-8 -*- + +"""Tests for the ``analysis.equivalent_width`` module.""" + +from unittest import TestCase + +import numpy as np +import sncosmo +from sndata.csp import dr1, dr3 + +from analysis import equivalent_width as equiv_width +from analysis import models +from analysis import utils + +models.register_sources() +dr3.download_module_data() +dr3.register_filters() + + +def create_test_spectrum(feat_start, feat_end, slope, cont_intercept, + feat_intercept): + """Create a dummy spectrum with an absorption feature and linear continuum + + The y-intercept of the feature is fixed at 1. The feature starts at 0 and + ends at ``feat_end``. + + Args: + feat_start (int): Feature starting wavelength + feat_end (int): Feature ending wavelength + slope (float): Slope of the continuum + cont_intercept (float): y-intercept of the continuum flux + feat_intercept (float): y-intercept of the feature flux + + Returns: + An array representing wavelength values at a resolution of .5 + An array representing flux values + """ + + # Define the continuum + wave = np.arange(feat_start - 10, feat_end + 10, .25) + flux = slope * wave + cont_intercept + + # Add an absorption feature from 0 to feat_width + feature_indices = ((0 < wave) & (wave < feat_end)) + + flux[feature_indices] = slope * wave[feature_indices] + feat_intercept + + return wave, flux + + +class FeatureIdentification(TestCase): + """Test the identification of feature boundaries""" + + @classmethod + def setUpClass(cls): + # Create dummy spectrum + wave_range = (7000, 8001, 100) + cls.wavelength = np.arange(*wave_range) + cls.flux = np.ones_like(cls.wavelength) # Define continuum + + cls.peak_wavelengths = (7100, 7500) + for peak in cls.peak_wavelengths: + cls.flux[cls.wavelength == peak] = 10 # Add delta function peak + + def test_peak_coordinates(self): + """Test the correct peak wavelength is found for a single flux spike""" + + expected_peak = self.peak_wavelengths[0] + recovered_peak = equiv_width._calc_ew.get_peak_wavelength( + self.wavelength, + self.flux, + expected_peak - 10, + expected_peak + 10 + ) + + self.assertEqual(expected_peak, recovered_peak) + + def test_unobserved_feature(self): + """Test an error is raise if the feature is out of bounds""" + + max_wavelength = max(self.wavelength) + with self.assertRaises(equiv_width.UnobservedFeature): + equiv_width._calc_ew.get_peak_wavelength( + self.wavelength, + self.flux, + max_wavelength + 10, + max_wavelength + 20 + ) + + def test_double_peak(self): + """Test the correct feature wavelengths are found""" + + lower_peak_wavelength = min(self.peak_wavelengths) + upper_peak_wavelength = max(self.peak_wavelengths) + recovered_lower_peak = equiv_width._calc_ew.get_peak_wavelength( + self.wavelength, + self.flux, + lower_peak_wavelength - 10, + upper_peak_wavelength + 10, + 'min' + ) + + recovered_upper_peak = equiv_width._calc_ew.get_peak_wavelength( + self.wavelength, + self.flux, + lower_peak_wavelength - 10, + upper_peak_wavelength + 10, + 'max' + ) + + self.assertEqual( + lower_peak_wavelength, recovered_lower_peak, 'Incorrect min peak') + + self.assertEqual( + upper_peak_wavelength, recovered_upper_peak, 'Incorrect max peak') + + def test_feature_bounds(self): + lower_peak_wavelength = min(self.peak_wavelengths) + upper_peak_wavelength = max(self.peak_wavelengths) + feature_dict = { + 'lower_blue': lower_peak_wavelength - 10, + 'upper_blue': lower_peak_wavelength + 10, + 'lower_red': upper_peak_wavelength - 10, + 'upper_red': upper_peak_wavelength + 10 + } + + feat_start, feat_end = equiv_width.get_feature_bounds( + self.wavelength, self.flux, feature_dict) + + self.assertEqual( + lower_peak_wavelength, feat_start, 'Incorrect min peak') + + self.assertEqual( + upper_peak_wavelength, feat_end, 'Incorrect max peak') + + +class EWCalculation(TestCase): + """Test the measurement of pew values""" + + def test_continuum_func(self): + """Test fitting the continuum returns correct slope and intercept""" + + # Create a fake test spectrum + feat_start = 0 + feat_end = 15 + slope = 2 + intercept = 3 + test_wave, test_flux = create_test_spectrum( + feat_start=feat_start, + feat_end=feat_end, + slope=slope, + cont_intercept=intercept, + feat_intercept=1) # The feature intercept doesn't matter here + + # Fit the continuum + cont_func = equiv_width.fit_continuum_func( + test_wave, test_flux, feat_start, feat_end) + + # Check we recover the input continuum slope and intercept + fit_cont_params = np.polyfit(test_wave, cont_func(test_wave), deg=1) + self.assertAlmostEqual( + slope, fit_cont_params[0], places=10, + msg='Wrong continuum slope.') + + self.assertAlmostEqual( + intercept, fit_cont_params[1], places=10, + msg='Wrong continuum y-intercept.') + + def test_calc_ew(self): + """Test the measured and simulated pew agree""" + + feat_start = 0 + feat_end = 15 + cont_intercept = 2 + feat_intercept = 1 + test_wave, test_flux = create_test_spectrum( + feat_start=feat_start, + feat_end=feat_end, + cont_intercept=cont_intercept, + feat_intercept=feat_intercept, + slope=0) + + # The returned equivalent width should be less then the actual + # equivalent width by half of the wavelength resolution + # of the fake spectrum. + actual_ew = (feat_end - feat_start) * (feat_intercept / cont_intercept) + expected_ew = actual_ew - ((test_wave[1] - test_wave[0]) / 2) + returned_ew, returned_start, returned_end = equiv_width.calc_pew( + test_wave, test_flux, feat_start=feat_start, feat_end=feat_end) + + self.assertEqual(feat_start, returned_start, 'Wrong feature start') + self.assertEqual(feat_end, returned_end, 'Wrong feature end') + self.assertEqual(expected_ew, returned_ew, 'Wrong feature width') + + +class Tabulation(TestCase): + """Tests for the compilation of pew results into a single table""" + + @classmethod + def setUpClass(cls): + # Load CMFGEN models + m102 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.02)) + m104 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.04)) + m14 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.4)) + m17 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.7)) + cls.model_list = [m102, m104, m14, m17] + for model in cls.model_list: + model.add_effect(sncosmo.F99Dust(), 'ext', 'rest') + + # Load arbitrary data + dr1.download_module_data() + demo_id = '2004ef' + demo_data = dr1.get_data_for_id(demo_id) + obs_dates, wavelengths, fluxes = utils.parse_spectra_table(demo_data) + cls.obs_date = obs_dates[0] + cls.wavelength = wavelengths[0] + cls.flux = fluxes[0] + + def test_create_pew_table(self): + """Test the pew summary table has the correct length and columns""" + + table = equiv_width._calc_ew.create_pew_summary_table(self.model_list) + self.assertSequenceEqual(['model', 'version'], table.colnames) + + # Expect one row per model plus one for observed data + expected_len = len(self.model_list) + 1 + self.assertEqual(expected_len, len(table), 'Table has incorrect len') + + def test_boundary_fixing(self): + """Test feature bounds do/don't vary per model when they + are/aren't fixed + """ + + # Pick an arbitrary feature + test_feature = 'pW3' + + # Determine pew for free and fixed bounds + free_ew = equiv_width.tabulate_pew_spectrum( + self.obs_date, self.wavelength, self.flux, self.model_list, False) + + fixed_ew = equiv_width.tabulate_pew_spectrum( + self.obs_date, self.wavelength, self.flux, self.model_list, True) + + # Check that free boundaries are not all the same + num_free_starts = len(set(free_ew[test_feature + '_start'])) + num_free_ends = len(set(free_ew[test_feature + '_start'])) + self.assertGreater(num_free_starts, 1, 'Free lower bounds do not vary') + self.assertGreater(num_free_ends, 1, 'Free upper bounds do not vary') + + # Check that fixed boundaries are all the same + num_fixed_starts = len(set(fixed_ew[test_feature + '_start'])) + num_fixed_ends = len(set(fixed_ew[test_feature + '_start'])) + self.assertEqual(num_fixed_starts, 1, 'Fixed lower bounds vary') + self.assertEqual(num_fixed_ends, 1, 'Fixed upper bounds vary') + + +# Todo: Compare interpolated pew results and against published pew data +class PEWInterpolation(TestCase): + pass From 1b3c3f142ab3780e386fd12389266bba734c9d1b Mon Sep 17 00:00:00 2001 From: djperrefort <djperrefort@pitt.edu> Date: Wed, 14 Aug 2019 14:30:26 -0700 Subject: [PATCH 5/8] More outlining --- analysis/spectra_chisq.py | 140 ++++++++++++++++---------------------- 1 file changed, 60 insertions(+), 80 deletions(-) diff --git a/analysis/spectra_chisq.py b/analysis/spectra_chisq.py index bbf0c70..85ddbfd 100644 --- a/analysis/spectra_chisq.py +++ b/analysis/spectra_chisq.py @@ -6,11 +6,10 @@ from copy import deepcopy import numpy as np +import sncosmo from astropy.table import Table -from scipy.ndimage.filters import gaussian_filter1d -from sndata.csp import dr1 # Todo: Switch to dr2 -from .utils import chisq_sum, get_spectra_for_id, make_pbar +from . import utils # Todo: Write the color_warp_spectrum function @@ -18,9 +17,9 @@ def color_warp_spectrum(wave, flux, flux_err, **kwargs): """Color warp a spectrum Args: - wave (ndarray): An array of wavelengths - flux (ndarray): An array of flux values - flux_err (ndarray): An array of error values for ``flux`` + wave (ndarray): An array of wavelengths + flux (ndarray): An array of flux values + flux_err (ndarray): An array of error values for ``flux`` Returns: An array of color warped flux values @@ -30,83 +29,55 @@ def color_warp_spectrum(wave, flux, flux_err, **kwargs): return flux, flux_err -def filter_spectrum(flux, width): - """Reduce the resolution of a spectrum using a Gaussian filter - - Uses a filter with the given width and a sigma of 1. +def band_limits(band_name, trans_limit): + """Return wavelength range where a band is above a given transmission Args: - flux (ndarray): An array of flux values - width (int): Width of the + wave (ndarray): An array of wavelengths + flux (ndarray): An array of flux values + flux_err (ndarray): An array of error values for ``flux`` + band_name (str): Name of an sncosmo registered band + trans_limit (float): The transmission limit Returns: - An array of flux values - An array of error values for the fluxes + The wavelengths, fluxes, and flux errors inside the bandpass """ - if not isinstance(width, int): - raise TypeError('Width must be an int') + if band_name.lower() == 'all': + return -np.inf, np.inf - # See https://stackoverflow.com/questions/25216382/gaussian-filter-in-scipy - truncate = (width - 1) / 2 - flux_gauss = gaussian_filter1d(flux, 1, truncate=truncate) - return flux_gauss + band = sncosmo.get_bandpass(band_name) + transmission_limits = band.wave[band.trans >= trans_limit] + return np.min(transmission_limits), np.max(transmission_limits) -def band_chisq_spectrum(wave, flux, flux_err, model_flux, band_ranges): - """Calculate the chi-squared in different band-passes for a single spectrum +def band_chisq(wave, flux, flux_err, model_flux, band_start, band_end): + """Calculate the chi-squared for a spectrum within a wavelength range Args: wave (ndarray): An array of wavelengths flux (ndarray): An array of flux values flux_err (ndarray): An array of error values for ``flux`` model_flux (ndarray): An array of model flux values - band_ranges (dict): A dictionary of band pass limits. - {<band name (str)>: (<min wave (float)>, <max wave (float)>)} + band_start (float): The starting wavelength for the band + band_end (float): The ending wavelength for the band Returns: A dictionary with the chi_squared value in each band """ - out_data = dict() - for band, (min_wave, max_wave) in band_ranges.items(): - indices = (min_wave < wave) & (wave < max_wave) - chi = chisq_sum(flux[indices], model_flux[indices], flux_err[indices]) - out_data[band] = np.array(chi) - - return out_data - - -def band_chisq_spectra(wave, flux, flux_err, model_flux, band_ranges): - """Calculate the chi-squared in different band-passes for multiple spectra - - Args: - wave (ndarray): A 2d array of wavelengths - flux (ndarray): A 2d array of flux values - flux_err (ndarray): A 2d array of error values for ``flux`` - model_flux (ndarray): A 2d array of model flux values - band_ranges (dict): A dictionary of band pass limits. - {<band name (str)>: (<min wave (float)>, <max wave (float)>)} - - Returns: - A dictionary with an array of chi_squared values in each band - """ - - out_data = {key: [] for key in band_ranges} - for w, f, fe, mf in zip(wave, flux, flux_err, model_flux): - for band, (min_wave, max_wave) in band_ranges.items(): - indices = (min_wave < w) & (w < max_wave) - chisq = chisq_sum(f[indices], mf[indices], fe[indices]) - out_data[band].append(chisq) + if band_start < np.min(wave) or np.max(wave) < band_end: + raise ValueError - return out_data + indices = np.where((band_start < wave) & (wave < band_end))[0] + chisq_arr = (flux[indices] - model_flux[indices]) / flux_err[indices] + return np.sum(chisq_arr) -def create_empty_output_table(model, band_names): +def create_empty_output_table(band_names): """Create an empty astropy table for storing chi-squared results Args: - model (Model): sncosmo model the table will be used for band_names (list): List band names Returns: @@ -118,42 +89,51 @@ def create_empty_output_table(model, band_names): dtype.extend((float for _ in band_names)) out_table = Table(names=names, dtype=dtype, masked=True) - out_table.meta['source'] = model.source.name - out_table.meta['version'] = model.source.version return out_table -def tabulate_chi_squared(data_release, model, band_ranges, verbose=True): - """Tabulate color residuals for a given model +def tabulate_chi_squared(data_release, models, bands, out_path=None): + """Tabulate chi-squared values for spectroscopic observations Args: data_release (module): An sndata data release - model (Model): An sncosmo model - band_ranges (dict): A dictionary of band pass limits. - verbose (bool): Whether to display a progress bar + models (list): List of sncosmo models + bands (list): A list of band names + out_path (str): Optionally write results to file + + Returns: + An astropy table of chi-squared values """ - model = deepcopy(model) - band_ranges = deepcopy(band_ranges) + out_table = create_empty_output_table(bands) + data_iter = data_release.iter_data( + verbose={'desc': 'Targets'}, filter_func=utils.has_csp_data) - # Construct iterator over object ids - id_pbar = make_pbar( - data_release.get_available_ids(), verbose=verbose, desc='Targets') + for data_table in data_iter: + obj_id = data_table.meta['obj_id'] + ebv = utils.get_csp_ebv(obj_id) + t0 = utils.get_csp_t0(obj_id) + obs_time, wave, flux, flux_err = utils.parse_spectra_table(data_table) + phase = obs_time - t0 - out_table = create_empty_output_table(model, band_ranges.keys()) - for obj_id in id_pbar: - obs_data = zip(*get_spectra_for_id(dr1, obj_id)) - for time, wave, flux, flux_err in obs_data: - obs_flux, obs_err = color_warp_spectrum(wave, flux, flux_err) + for model in models: + source = model.source.name + version = model.source.version + new_row = [obj_id, source, version] - # Todo: Define ebv and width + model = deepcopy(model) model.set(ebv=ebv) - model_flux = filter_spectrum(model.flux(time, wave), width) - chi_sq = band_chisq_spectrum( - wave, obs_flux, obs_err, model_flux, band_ranges) + for band in bands: + band_start, band_end = band_limits(band, .1) + + for p, w, f, fe, mf in zip(phase, wave, flux, flux_err): + model_flux = model.flux(p, wave) + chisq = band_chisq(w, f, fe, model_flux, band_start, band_end) + new_row.append(chisq) - band_ranges['obj_id'] = obj_id - out_table.add_row(band_ranges) + out_table.add_row(new_row) + if out_table: + out_table.write(out_path, overwrite=True) return out_table From 936d39ea1917b5ed46519440741509c45d7c41c8 Mon Sep 17 00:00:00 2001 From: djperrefort <djperrefort@pitt.edu> Date: Wed, 14 Aug 2019 22:22:36 -0700 Subject: [PATCH 6/8] Checks out utils.py from djperrefort/color_chisq --- analysis/utils.py | 58 ++++++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 55 insertions(+), 3 deletions(-) diff --git a/analysis/utils.py b/analysis/utils.py index 7a01e81..b9f1020 100644 --- a/analysis/utils.py +++ b/analysis/utils.py @@ -9,6 +9,55 @@ from tqdm import tqdm +class NoCSPData(Exception): + pass + + +def filter_has_csp_data(data_table): + """Return whether an object ID has an available t0 and E(B - V) value + + Args: + data_table (Table): A table from sndata + + Returns: + A boolean + """ + + obj_id = data_table.meta['obj_id'] + try: + get_csp_t0(obj_id) + get_csp_ebv(obj_id) + + except NoCSPData: + return False + + else: + return True + + +@np.vectorize +def convert_to_jd(time): + """Convert MJD and Snoopy dates into JD + + Args: + time (float): Time stamp in JD, MJD, or SNPY format + + Returns: + The time value in JD format + """ + + # Snoopy time format + if time < 53000: + return time + 53000 + 2400000.5 + + # Snoopy time format + elif 53000 < time < 2400000.5: + return time + 2400000.5 + + else: + return time + + def get_csp_t0(obj_id): """Get the t0 value published by CSP DR3 for a given object @@ -19,9 +68,11 @@ def get_csp_t0(obj_id): The published MJD of maximum minus 53000 """ + dr3.download_module_data() params = dr3.load_table(3) + params = params[~params['T(Bmax)'].mask] if obj_id not in params['SN']: - raise ValueError(f'No published t0 for {obj_id}') + raise NoCSPData(f'No published t0 for {obj_id}') return params[params['SN'] == obj_id]['T(Bmax)'][0] @@ -36,9 +87,10 @@ def get_csp_ebv(obj_id): The published E(B - V) value """ + dr1.download_module_data() extinction_table = dr1.load_table(1) if obj_id not in extinction_table['SN']: - raise ValueError(f'No published E(B-V) for {obj_id}') + raise NoCSPData(f'No published E(B-V) for {obj_id}') data_for_target = extinction_table[extinction_table['SN'] == obj_id] return data_for_target['E(B-V)'][0] @@ -99,5 +151,5 @@ def parse_spectra_table(data): wavelength.append(data_for_date['wavelength']) flux.append(data_for_date['flux']) - obs_dates = np.array(obs_dates) - 2400000.5 # Convert from JD to MJD + obs_dates = np.array(obs_dates) return obs_dates, np.array(wavelength), np.array(flux) From 7964d641c433c41dc19943e05c59dc561a37d39e Mon Sep 17 00:00:00 2001 From: djperrefort <djperrefort@pitt.edu> Date: Wed, 14 Aug 2019 22:23:01 -0700 Subject: [PATCH 7/8] Converts code outline into running code --- analysis/spectra_chisq.py | 40 ++++++++++++++++++++++----------------- 1 file changed, 23 insertions(+), 17 deletions(-) diff --git a/analysis/spectra_chisq.py b/analysis/spectra_chisq.py index 85ddbfd..cc7c07c 100644 --- a/analysis/spectra_chisq.py +++ b/analysis/spectra_chisq.py @@ -84,7 +84,7 @@ def create_empty_output_table(band_names): An astropy table """ - names, dtype = ['obj_id'], ['U100'] + names, dtype = ['obj_id', 'source', 'version'], ['U100', 'U100', 'U100'] names.extend(band_names) dtype.extend((float for _ in band_names)) @@ -107,33 +107,39 @@ def tabulate_chi_squared(data_release, models, bands, out_path=None): out_table = create_empty_output_table(bands) data_iter = data_release.iter_data( - verbose={'desc': 'Targets'}, filter_func=utils.has_csp_data) + verbose={'desc': 'Targets'}, filter_func=utils.filter_has_csp_data) for data_table in data_iter: obj_id = data_table.meta['obj_id'] ebv = utils.get_csp_ebv(obj_id) t0 = utils.get_csp_t0(obj_id) - obs_time, wave, flux, flux_err = utils.parse_spectra_table(data_table) + obs_time, wave, flux = utils.parse_spectra_table(data_table) + flux_err = .1 * flux # Todo: get actual CSP DR1 errors phase = obs_time - t0 for model in models: - source = model.source.name - version = model.source.version - new_row = [obj_id, source, version] - model = deepcopy(model) - model.set(ebv=ebv) + model.set(extebv=ebv) + + for p, w, f, fe in zip(phase, wave, flux, flux_err): + new_row = [obj_id, model.source.name, model.source.version] + mask = [False, False, False] + + for band in bands: + band_start, band_end = band_limits(band, .1) + model_flux = model.flux(p, w) - for band in bands: - band_start, band_end = band_limits(band, .1) + try: + chisq = band_chisq(w, f, fe, model_flux, band_start, band_end) + new_row.append(chisq) + mask.append(False) - for p, w, f, fe, mf in zip(phase, wave, flux, flux_err): - model_flux = model.flux(p, wave) - chisq = band_chisq(w, f, fe, model_flux, band_start, band_end) - new_row.append(chisq) + except ValueError: + new_row.append(np.NAN) + mask.append(True) - out_table.add_row(new_row) - if out_table: - out_table.write(out_path, overwrite=True) + out_table.add_row(new_row, mask=mask) + if out_table: + out_table.write(out_path, overwrite=True) return out_table From 4fd7b56a1110032c7058b14ea3b654806932db7e Mon Sep 17 00:00:00 2001 From: djperrefort <djperrefort@pitt.edu> Date: Wed, 14 Aug 2019 22:30:46 -0700 Subject: [PATCH 8/8] Removes out of date notebook --- notebooks/spectra_chisq.ipynb | 258 ---------------------------------- 1 file changed, 258 deletions(-) delete mode 100644 notebooks/spectra_chisq.ipynb diff --git a/notebooks/spectra_chisq.ipynb b/notebooks/spectra_chisq.ipynb deleted file mode 100644 index d8f8960..0000000 --- a/notebooks/spectra_chisq.ipynb +++ /dev/null @@ -1,258 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Chis-Squareds of Modeled Spectra\n", - "\n", - "This notebook demonstrates the chi-squared calculation for modeled spectra. Calculations are performed for each observed spectra using both the entire observed wavelength range, and also for indidividual band pass ranges." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "\n", - "import numpy as np\n", - "import sncosmo\n", - "from matplotlib import pyplot as plt\n", - "from sndata.csp import dr1, dr3\n", - "\n", - "sys.path.insert(0, '../')\n", - "from analysis import models, spectra_chisq\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# Register models and data with sncosmo\n", - "models.register_sources(force=True)\n", - "dr1.download_module_data()\n", - "dr3.download_module_data()\n", - "dr3.register_filters(force=True)\n", - "\n", - "# Load models for different masses\n", - "m102 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.02))\n", - "m104 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.04))\n", - "m14 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.4))\n", - "m17 = sncosmo.Model(sncosmo.get_source('CMFGEN', version=1.7))\n", - "salt2 = sncosmo.Model(sncosmo.get_source('salt2', version='2.4'))\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Defining Band Pass Limits\n", - "\n", - "We define the wavelength ranges for a set of fiducial CSP band passes. We define the beginning and end of each band to occure when the transmission drops below 1%." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# A set of fiducial band passes.\n", - "fiducial_bands = (\n", - " 'csp_dr3_u',\n", - " 'csp_dr3_g',\n", - " 'csp_dr3_r',\n", - " 'csp_dr3_i',\n", - " 'csp_dr3_B',\n", - " 'csp_dr3_V',\n", - " 'csp_dr3_Y',\n", - " 'csp_dr3_H',\n", - " 'csp_dr3_J'\n", - ")\n", - "\n", - "trans_limit = 0.01\n", - "band_ranges = dict()\n", - "for band_name in fiducial_bands:\n", - " band = sncosmo.get_bandpass(band_name)\n", - " transmission_limits = band.wave[band.trans >= trans_limit]\n", - " min_wave = np.min(transmission_limits)\n", - " max_wave = np.max(transmission_limits)\n", - " band_ranges[band_name] = (min_wave, max_wave)\n", - " \n", - "# For calculating the chi-squared of the entire spectrum\n", - "band_ranges['all'] = (-np.inf, np.inf)\n", - " " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As a simple verification of the above cell, we plot our boundaries against the filter transmission curves." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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7ju/pOD8iIiIiIpKwbr75Zu68885Wz91///2MHTuW/Px8pk2bxqZNm7o4upZUSIpzT639nKfWfu52GM589Fjw08iTY/C4Zwuf5dnCZ6O/ICxnAg22gXsL7uWHr/2Q/ln9efzsx7lt2m30zewLQHJSMqNyR/FxyceO7+04PyIiIiIi0u0EAgHmz5/P+vXrKSgo4Prrr+e6666L+tpYUSFJRCRMfUM9171+Hfd/dD/nHXsej5z5CCfkntCi36jeo9h2YBt1DXUuRCkiIiIiIl3hkUceYdy4cYwfP54FCxbw5JNPMmbMGMaPH8/06dMBWLp0Keeddx5z585lxIgR3HLLLW3ec9GiRYwYMYLTTz+dLVu+Wh0yc+ZMbrzxRmbMmMHdd99NdvZX+7FWVlZijIl4z6VLl/Ltb3+bc845hzPOOOMIRx2Z9kgSEQlzb8G9vLrzVX488cdcNvqyiP+zHtF7BLUNtXxW9hnH9Tqui6MUEREREele7lh1R4dWBLRlZO+R3HDyDRHPb9y4kUWLFvH222+Tl5dHSUkJM2bMYMWKFQwYMIDS0tKmvqtWrWLDhg1kZGRw0kkncdZZZzFp0qQW91yzZg2PP/44H374IYFAgAkTJjBx4sSm86WlpbzxxhtN7XvvvZe77rqL2tpaVq5c2eZ43n33XdatW0fv3r2d/BociemMJGPMXGPMFmPMdmPMz1o5P9gY85ox5kNjzDpjzDdiGY+IdD8Hqg9wX8F9nPHXM7j4uYv5w9o/sKtiV8T+r+18jSXrl3DB8AtYOGZhmxX/AVnBNxLuObSn0+MWERERERH3rVy5kgsvvJC8vDwAevfuzdSpU1m4cCFLliyhvr6+qe/s2bPJzc0lPT2dCy64gLfeeqvVe7755pucf/75ZGRkkJ2dzbnnhr7Ved68eSHta665hsLCQu644w5uu+22NuOdPXt2TItIEMMZScaYZOBeYDZQBHxgjHnWWtt8Z6hfAE9Ya/9ojDkBeAEYEquYRKT7qGuo44GPHuCRTY9QFahicv/J1DfU86cNf+J/Nv4Pl4++nCvHXYk/xd90zWfln3HTWzdxQu4J3Dj5xnafkevPBWB/1f6YjUNERERERILamjkUK9baFv+4fP/99/P+++/z/PPPk5+fT0FBAUCLfm39o3Rb5zIzM1s9fvHFF3PVVVe1GW+kaztTLJe2nQxst9buADDGPA6cBzQvJFng8IK/HOCLGMbjSZecNNjtEJybcFlI05Nj8LhvHf8tZxeE5czLautrWblzJQ9veJjNJZs5c8iZfHf8dzm257EA7K7czT0f3sOS9Ut46dOX+PnJP2dK/yl8Uv4JV718FclJydw18y7SktPafVZuerCQVFxd7ChGx/kRERERERFXzJo1i/PPP58f/ehH5ObmUlJSwoEDB5g8eTKTJ09m+fLl7NoVXPHw8ssvU1JSQnp6Os888wwPP/xwq/ecPn06Cxcu5Gc/+xmBQIDly5fz3e9+t9W+27ZtY/jw4QA8//zzTT+7KZaFpAFA8/UjRcDksD43A/8wxnwfyAROj2E8njQ4N8PtEJzrPTSk6ckxeNygHoOcXRCWMy96fdfr/G3b31i7dy1lNWUMyBrAf8/4b84YErrJXL/Mfiyatohzjz2X/3jvP7j61atJNsnU23ry0vN4eM7DTUvW2pORkoE/2U9xlbNCkuP8iIiIiIiIK0aPHs1NN93EjBkzSE5O5sQTT6S8vJxt27ZhrWXWrFmMHz+egoICpk2bxoIFC9i+fTvz589vdX8kgAkTJjBv3jzy8/M55phjOPXUUyM+f/Hixbzyyiv4fD569erFsmXLYjXUqBlrbWxubMy3gTnW2isa2wuAk62132/W57rGGP7bGPM14E/AGGttQ9i9rgSuBBg8ePDEzz77LCYxx6ONX5QBMProHJcjceDLdcHv/uMAj47B4w5vQDey98joLgjLmdes+HQFP33jp/TN7MukvpM4Z9g5TO4/meSk5Davq6mv4bVdr7HtwDb8yX6+edw36ZPRx9Gz5z41l/yj8rn91NujvsZxfkREREREuqnNmzczatQot8No19KlS1m9ejWLFy92O5SotPZ7Ncassda2Xv1qJpYzkoqA5v/sPpCWS9f+DZgLYK191xjjB/KAvc07WWsfBB4EmDRpUmwqX3HquXVfAh4rwmz8W/C7sSjhyTF43EufvAQ4KFSE5cxLCksL+fmbPyf/qHwemP0A6SnpUV+blpzG3CFzmTtkboefn+vPdTwjyXF+RERERERE4kQsC0kfAMONMUOBz4GLgflhfXYCs4ClxphRgB/YF8OYRCSBWGv5zfu/IT0lnd+f9ntHRaTO0ju9N58f/LzLnysiIiIiIvFj4cKFLFy4MORYcXExs2bNatH31VdfJTc3t8PPWrFiBTfcELrx+NChQ3n66ac7fE8nYlZIstYGjDHfA1YAycDD1tqNxphbgdXW2meBHwNLjDE/Irjx9kIbq7V2IpJwVny6glW7V/GLyb+gtz+2r7iMpFdaLzbt39R+RxERERER6VZyc3Ob3ujWmebMmcOcOXM6/b7RiuWMJKy1LwAvhB37VbOfNwFTYxmDiCSmyrpKfvvBbxnVexQXHn+ha3Fkp2ZTXlvu2vNFRERERBKdtRZjjNthJIwjnb+T1ElxiIh0mkN1h6isq2yzzwMfPcDeqr3cNOWmdjfVjqXstGyq66upra91LQYRERERkUTl9/spLi4+4uKHBFlrKS4uxu/3d/geMZ2RJEfusq8NcTsE506+MqTpyTF43CUjL3F2QVjO3FIVqOIPa//Anz/+M9ZaLhpxET896aekJaeF9CssLeR/N/0v5x93PuP7jHcp2qDs1GwAymvLyUvPi+oax/kREREREemmBg4cSFFREfv2aTvlzuL3+xk4cGCHr1chKc71y+l4ldA12UeHND05Bo/rm9nX2QVhOXPD6t2rueXdW/i0/FPOP+58fEk+/rLlLxTsLeDOGXcyJGcIAIGGAL98+5dkpWZx7cRr3Q2aZoWkmugLSY7zIyIiIiLSTfl8PoYOHep2GNKMCklxrmBXKQD5g3q6HIkDRWuC3wMnAh4dg8et37cegLF9xkZ3QVjOutL6feu5fdXtrNu/jv6Z/VlyxhKm9J8CwIxBM7jprZuY99w8bj7lZs4ceiZ//OiPrN+/nt9O/61rG2w3l5OWA+BonyTH+REREREREYkTKiTFuRUbdwMeK8J8vDz43ViU8OQYPO7Vna8CDgoVYTnrCuW15fyx4I/83+b/o09GH26cfCPnHXseGb6Mpj7TB07nyXOe5Kdv/JTr/3k9v1vzO76s/JJvHvdN5gxx7y0FzTVf2hYtx/kRERERERGJEyokiUiXe/GTF/nN+7+hrKaMi0ZcxLUTriUrNavVvv0y+/Hw3Id5dNOjrNq9igUnLGD+yPlx89aG7LRgIamspszlSERERERERGJPhSQR6TKH6g5x+6rbeXr704zvM55fTPkFI3uPbPc6X5KPy8dczuVjLu+CKJ3pyIwkERERERERr1IhSUS6RMHeAn71zq/4tOxTvjP2O1ydfzUpSd7/X1CP1B6ACkkiIiIiItI9eP9vcSIS1zYXb+auNXfx3pfvkZeex4NnPNi0mXYiSElKITUplepAtduhiIiIiIiIxJwKSXHuO6cOczsE5772/ZCmJ8fgcZeNvszZBWE56yxPbn2S2967jezUbH4y6Sd8+/hvh2ymnSj8KX6qAlVR93ecHxERERERkTihQlKc652Z6nYIzmXmhjQ9OQaP6+Xv5eyCsJwdqbKaMn635nc8te0ppg2Yxh3T72jaSygRpaekO5qR5Dg/IiIiIiIicUKFpDi36pMSAE4e2tvlSBz47J3g9zGnAB4dg8et2bMGgIl9J0Z3QVjOjkSgIcC/v/zvbC7ZzMLRC/nBhB/gS/Id8X3jWXpKuqMZSY7zIyIiIiIiEidUSIpzr23ZC3isCLPtH8HvxqKEJ8fgcW8WvQk4KFSE5exILNu4jA3FG/jtjN8yd8jcI76fFzidkeQ4PyIiIiIiInEiye0ARCRx7CjbwX0F9zH7mNndpogEzvdIEhERERER8SrNSBJJFPu3w2uLICkFBh4LKf4ufXygIcAv3/ol/hQ/N06+sUuf7bb0lHQO1h10OwwREREREZGYUyFJxOuqSmHFTfDRY8HiUX0t7OsPE7v2zWBL1i1h3f51/HbGb8lLz+vSZ7vNn+xnX9U+t8MQERERERGJOS1tE/Gy6nJ49Fuw7i8w+bvwwwK4aBnUlEHJJ10Wxto9a3lg3QOcM+ycbrWk7bB0n7M9kkRERERERLxKM5Li3NUzj3U7BOemXRfS9OQYvKC+Dp5YAF8WwEWPwMizgseHz+GK51KhtCz6e4XlLBq7K3fzwe4P2FWxi4c3PEz/zP78fPLPHd8nEfiTne2RdMXYK2IYjYiIiIiISOyokBTnevg9+Np0f3ZI05NjiHfWwks/gx2vw7mLvyoiASSnkDXqm/Dho1BzENKy2r9fWM7aUlFbwe2rbufZwmebjk3uN5k7pt9Bj9QeDgaROJy+tS0rNYqciIiIiIiIxCEVkuLc29v3AzD1OA/tObPj9eD3sJmAR8cQS/u3Q8WX4EsPboxdXwdrl0LFHsg+Gj5fE9zrqO8JMPIcOP6Mlvd4dzF88BCc8n2YsKDF6feOHgXrG5iy4zUYdU77MYXlLJJDdYf4txX/xtYDW7l8zOWcPexs+mf2J8uXhTGm/eckqPSUdKoCVVhro/o9vPflewBM6T8l1qGJiIiIiIh0KhWS4txbXizChBUlPDmGWKjYDc/+ALataHkuJR16Doad78Kgk6GhHjb9HdY+ApP/Hc5YBMmNf1zffwD+8Qs44Ztw+q2tPuq9umJI9zNl/9boYouikGSt5bb3buPjko+55+v3MGPQjOju3Q34U/zU23oCDQF8ye3PwHvvCxWSRERERETEm1RIEukKezbC/307+Ia1034BgydDoCb4hrWGehg8BbKOCr2mvg5e/jW8dy8c+BSm/QjW/i8UPAojz4bzH4CkCPvlJ6dCahaU7Oi0ITyz/RmW71jO1eOvVhEpTHpKOgCHAofISc5xORoREREREZHYUSFJJNaK1sCjF4AvA/71Jeg/Lrrrkn0w9zeQOwye/wlsfSm4FG7qtfD1X341QykSf08o7pxC0q7yXSx6fxFT+k/hynFXdso9E4k/xQ9AdaCanDQVkkREREREJHGpkCQSS4WvwV/+BTLz4NJnodcxzu9x0hUw5FQo3QW5x0LvodFdl94TigqdP68Vj295nPqGem6behvJScmdcs9E4k9uLCTVR7/htoiIiIiIiBepkCRypApXwgd/gqNPhNTM4F5IZUVQUghffAhHnQD/8jfI7t/xZ/QZEfw4kd4TDu6O/s1tEdTW17K8cDmnDT6Nvpl9O3yfRJaanAoEf1ciIiIiIiKJTIWkOHft6cPdDsG5mT8PaXpyDNHa8lJwxlFqBnz8XPBYkg9yBkCP/jD7P2DiZeDv2uVOV+dfDakD4MPn4cAn0G9s2xeE5ay5lbtWcqDmAN8a/q1OjjJxpCWnAdEXkq7OvzqW4YiIiIiIiMSMCklxLi3Fg8uIUtJCmp4cQzRKd8HfroS+J8Clfwdrg8f9OeDy8q/U5FTIa5zBVFzYfiEpLGfNPbX1KY7OPJqvHf21TowwsaQmNc5IaoiukHR4BpOIiIiIiIjXqJAU5177eC8Ap408qp2ecWTrP4Lfx58BeHQM7QnUwtP/DrYevr0M0nu5HVGIfxb9E+qqmA7RvbktLGeHfX7wc9778j2uzr+aJBPhDXGCL9kHRD8j6Z9F/wRg+sDpMYtJREREREQkFvQ3wzi36tMSVn1a4nYYzux8J/hp5MkxtCVQA0/9G3z2Fpz139Fvft2F1u5Zy9qSzZDZJ7i0rT1hOTvsxU9eBODcY8/t7BATyuGlbTX1NVH1X7tnLWv3rI1lSCIiIiIiIjGhGUkiTuxaBct/CHs3wZz/hPEXux1R2zKPgsriDl/+wicvkN8nnwFZAzoxqMRzeKlaXX2dy5GIiIiIiIjElmYkiUTjwGfw5EL402yoOgDzn4CveWDD5IzeUNWx2WDbD2xn24Hr65zvAAAgAElEQVRtnDn0zE4OKvE43SNJRERERETEqzQjSaQ9ezbBQ6eDbYAZN8ApP4C0LLejik56L9i3pUOXvvDJCySZJM4Yckb7nbu5wzOSol3aJiIiIiIi4lUqJIm0JVATfDNbagZ8ZyX0HOx2RM50cEaStZYXP3mRyf0mk5eeF4PAEsvhQlK0m22LiIiIiIh4lQpJce6GuSPdDsG5028OaXpyDId98CfYsx4uedxTRaRrJ14b/OHALcGleNaCMZEvOP3mkOb20u0UHSziirFXxCzGRHJ4aVtdQ3R7JDXlR0RERERExGO0R5JIJA318P79MPgUGOHRfYLSe0FDAGoqHF22es9qACb3nxyLqBKOlraJiIiIiEh3oRlJce6lDbsBmDumn8uROLB5efB71DmAR8cAsPUlKP0MZt/qdiSOvfrZqwDMyugdPFBVAv7syBeE5WzNnjX0y+ynt7VFyenStqb8HDMrZjGJiIiIiIjEgmYkxbmPikr5qKjU7TCc+XxN8NPIk2MAePdeyB4II892OxLH1u9fz/r96yG9sZB0qJ19ksJztu8j8vvkY9paDidNUpJSSDbJUReSmvIjIiIiIiLiMVHNSDLG9AMGN+9vrX0nVkGJuG7n+/DZ2zD3dkj28MS9phlJB6K+ZH/VfnZX7mbMqDExCioxpSanarNtERERERFJeO3+DdkY8xvgX4CPgfrGwxb4RgzjEnHXW3cFZ/NMuNTtSI5MuvNC0sb9GwEYk6dCkhO+JB+1DSokiYiIiIhIYotmqsW3gOOttdWxDkYkLmx7Obg/0td/CamZbkdzZNJ7Bb/bW9rWzIbiDSSZJEb1HhWjoBJTWnKaZiSJiIiIiEjCi2aPpE+i7NeCMWauMWaLMWa7MeZnEfpcZIzZZIzZaIz5c0eek8hSk5NITfbYVlbJacFPI0+NoXQXLL8W8kbAKd93O5oOS01ODW4AfbiQVNVOIalZztbvX8+wnGFk+DJiHGVicbK0rSk/IiIiIiIiHhPNjKQK4ENjzCtA07utrbXXtXWRMSYZuBeYDRQBHxhjnrXWbmrWZzjwc2CqtfaAMeaoDowhof1o9vFuh+DcaT8Pacb9GA7ug90fwdYV8OGjYC18eymkpLV7aby6Ov/qrxppOe3PSGrMmbWWjfs3MnPQzNgFl6CcLG0LyY+IiIiIiIiHRFNIeqnx49TJwHZr7Q4AY8zjwHnApmZ9vgPca609AGCt3duB54h03K5VsOwcCFRDih9GnQuzfgk9B7sdWefJ6BX1Hkl7D+2ltKZUy9o6IC05jZr6mvY7ioiIiIiIeFi7hSRr7Z+MMSnAcY2HtltrA1HcewCwq1m7CJgc1ud4AGPM20AycLO1tiNFq4T17EdfAHDu+KNdjsSB9X8Nfo+9EIjjMRzcC09cCj36wbn3QP988Ge7HVWnePGTFwE4c+iZwQ2321va1pizwtxgjo7reVxbvaUVqcmp1NXXRdU3JD8iIiIiIiIe0u7GNcaYU4HtwJ+Ah4GtxpipUdzbtHLMhrVTgOHATOAS4CFjTM9WYrjSGLPaGLN63759UTw6cWz+spzNX5a7HYYzezYEP43icgzWwnM/Ci75mvcoDJ2eMEUkgC0lW9hSsiXYSO/V/tK2xpztKN0BwLCew2IcYeJxsrQtJD8iIiIiIiIeEs0OyL8DvmGtnWqtPQU4C7g7iuuKgEHN2gOBL1rp83drbZ219hNgC8HCUghr7YPW2knW2kl9+vSJ4tEi7Vj/V/j4Ofj6TdBvrNvRxFZGFDOSGhWWFZKTlkOuPzfGQSWe1ORULW0TEREREZGEF00hKbX5BtnW2s1ANK8b+gAYbowZaoxJBS4Gng3r8wxwGoAxJo/gUrcd0QQu0iFln8O6J+DvV8PAk2HKNW5HFHv+nlBdFlXXHaU7ODbnWIxpbUKhtMWX5CPQEM2qXxEREREREe+KZrPttcaYB4D/bWz/P+DD9i6y1gaMMd8DVhDc/+hha+1GY8ytwGpr7bON584wxmwC6oGfWmuLOzIQkTbt2wIv/AQ++Wew3X88/L8nIDmaPwIel5oBtYfa7WatpbCskNnHzO6CoBJPSlKKCkkiIiIiIpLwovlb9L8DPwCuJ7jv0T+Be6K5ubX2BeCFsGO/avazBa5r/EgrstI8WOhI6xHSdH0MNQfhsUuCby6b9atgEWnwKcECS4LKSs36qpGaBfU1UB+IXDhL60FJfRVlNWUcm3Ns1wSZYHxJPuoaottsOyQ/IiIiIiIiHhLNW9uqgf9q/EgXu+Y0D74969QfhzRdH8NLP4OSHXDZchh6qruxdJErxl7xVSM1M/hdVwnJOa1fcOqP2bH7A/jsL9pou4OczEgKyY+IiIiIiIiHRCwkGWMes9ZeYoz5kJZvW8NaOyGmkYl0hk1/hw//F6Zd122KSC34Gmde1VaCP0IhCfis/DMAhmQP6YKgEo/2SBIRERERke6grRlJP238vrArApHW/XVNEQAXThzociQOFPw5+J0/H+jCMdRVwZcfQaAaeg8LLmV79gdw9AQ47cbYPjvO/H373wE477jzgkvboO19kgr+TNGXr5NiUuib0bcLIkw8KUkpUS9tC8mPiIiIiIiIh0QsJFlrixp//AKottZaY8yxwAjgH10RnEDhvoNuh+Dc/q0hzS4Zw5frYOlZUFP+1bHkVMjqCxc+DMm+2McQRz4p++SrxuGlbbVt5GH/Vj6v2EX/rP4kJyXHNrgE5WRpW0h+REREREREPCSaXZDfBKYbY3KANwi+se1i4NJYBiYStYYGeP46SEmD8x8DfzbsWhWcnTRnEeR4aDZXLKQ2W9rWhqJAJQN7juyCgBKTlraJiIiIiEh3EE0hKclae8gY86/AYmvt7caYglgHJhK1d++Bog/gm3+Ekd8IHhsyzd2Y4snhpW11bSxtAz6vr2RWjwFdEFBicvLWNhEREREREa+KqpBkjDkJmA9c2XhMa1/EffV18Npv4K27YOTZMO5ityOKT1EsbatsqONAQy0Ds7r57K0j4GRpm4iIiIiIiFdFU0i6DrgFeN5au8EYM4zgcjfpAr0zUt0OwbmM3JBmTMZw4FN44tLg8rUJl8JZv4OkpM5/jkf18vf6quFrf2lbkS+4h9QAzUjqMF+Sj3pbT4NtIMm0/d9iSH5EREREREQ8pN1CkrV2JbASwBhjgD3W2qtjHZgEfWf6MLdDcO6U74c0O30Mez+G/5kLtgHmPQqjzunc+yeAy0Zf9lUjire2fX7sdNj5FIOyBsU4ssSVkhT832mgIUBqctvF05D8iIiIiIiIeEi7UziMMY8YY7KNMRnARuATY8x1sQ9NJII3boeGevjOayoiRSOKpW1FFcGXNA7I0oykjmpeSBIREREREUlU0awFGmutLQe+CfwDGAgsjGVQ8pXHVu3ksVU73Q7DmTVLg59GnTqGkh2w6e8w6XLIPbZz7pmA/rr1r/x161+DjZQ0MEltLm37fMcrZCalkpOW00URJh5fUnB5YDQbbofkR0RERERExEOi2SMp1RiTApwH/NFaW2uMaYhxXNJoZ0nbb9qKSwc+DWl26hjefxCSUmDyVZ13zwR0eIYRAMYEl7e18da2Lw/tpn+Sn+DqVemIwzOSoikkheRHRERERETEQ6KZkfQQsBPoBbxhjBkMRF4jIxIr1sLHz8FxsyG7v9vReEtqZptL23bXV9EvOb0LA0o8WtomIiIiIiLdQbuFJGvt76y1R1trz7DWWmAX8PXYhyYSZu8mKNsFx89xOxLvSc1sc2nb7vpD9EvO6MKAEo+TpW0iIiIiIiJeFXFpmzHmEmvtY8aYH0To8ocYxSTSuq0rgt/Dz3A3Di/yZUR8a1t1oJoDDbX0T1Eh6UhoRpKIiIiIiHQHbe2R1Kvxu09XBCKt65ftdzsE53ocHdLstDFsXQH987WsLQpHZRwVeiA1K+LStj2H9gDQL1O/1yPhpJDUIj8iIiIiIiIeEbGQZK29r/H7l10XjoS77JQhbofg3OQrQ5qdMoa9m2HXe/B1/ecYjfmj5oceSM2EQ8Wt9t1duRuAfmMviXVYCc3J0rYW+REREREREfGIdt/a1ri59veAIc37W2sviF1YImHeWRxcnjXpX92OxJtSM4L7S7WiqZCU2a8rI0o4WtomIiIiIiLdQbuFJOBZ4BHgZaAhtuFIuGXvfAp4bGbS+w8GvxtnJh3xGPZvh3V/gUmXQ0bvI4+vG/jz5j8DzWa+pGZF3Gz7cCGp78bn4GtXd0l8ichJIalFfkRERERERDwimkJSrbX2rphHIq3aXV7tdgjOVXwR0uzwGBrq4csCePJy8GfD1B92QnDdw95De0MPpGZG3CNp96Hd9E5KI61yb6vnJTpOlra1yI+IiIiIiIhHRFNIuscY8wtgBVBz+KC1dl3MohJpaIBHL4Adr4MvEy5bDjkD3Y7Ku9p4a9vuyt30TU7v4oASz+FCkpa2iYiIiIhIIoumkHQ8cAVwJl8tbbPA9FgFJcKa/wkWkWbeGNwXKUsvDzwiqVlQXwP1dZDsCzm1u3I3g1RIOmLaI0lERERERLqDaApJFwFDrLU17fYU6Qw1FfDKzTB0Osy4HoxxOyLvS80MftdWQnrPkFN7D+1loi/PhaASi5OlbSIiIiIiIl4VTSFpHdCDZsvapOsM7p3hdgjO9RoS0nQ8hq0roKYcZv5cRaQOGtgjbBlgamMO6g6FFJJq62spry0nr+eYFnkTZ5zMSGqRHxEREREREY+IppCUC3xsjHmf0D2SLohZVNLkkpMHux2CcxMXhjQdj2HTM5DVDwZN6byYupkLj78w9EBqVvA77M1tJdUlAOQdOxvCrxFHnMxIapEfERERERERj4imkLQo5lGIHFZzELa9DCcugKQkt6NJHL7GGUlhb24rrioGINef29URJRztkSQiIiIiIt1BNIWkd4Bqa601xhwLjAD+Eduw5LAl/9wBwHemD3M5EgfeuSf4fcr3AYdj2LYCAtUw+puxiq5bWLZxGQCXjb4seMDnD37XVYf021+1H4C87SuhaENTzsS5w4WkaGYktciPiIiIiIiIR0RTSHoTmG6MyQHeAD4ELgYujWVgElRyqNbtEJw7VBzSdDSGDX8LLmsb/LVODqp7OVB9IPRASuNb2QJVIYeLqxtnJNVWQ0No3sQZJ0vbWuRHRERERETEI6JZO5RkrT0EfAtYbK09BxgX27CkW6ouCy5rG30+JCW7HU1i8TUWkiLMSMpN9nd1RAnHnxL8HVYHqtvpKSIiIiIi4l1RFZKMMScB84HnGo/pb/nS+T5+AeprYMy33I4k8fgizEiqKqaHrwdpRn+kj5S/sRhXFfY7FhERERERSSTRFJKuA24BnrfWbjDGDCO43E2kc619BHoeAwMnuR1J4kk5vEdSaJFjf9V+ctO10XZnMMaQnpKuGUkiIiIiIpLQ2t0jyVq7EljZrL0DuDqWQclXju2T5XYIzuUdH9KMagxFq2HnOzD3djAmRoF1H0NzhoYeaFra1nKPpNz03BY5k47xJ/uprm+/kNQiPyIiIiIiIh7RbiHJGHMcwVlJQ5r3t9aeEbuw5LALJw50OwTn8ueHNKMaw9t3gz8HTvyXGAXVvZx33HmhBw7PSAqbLVNcVczxvY5vkTPpmPSU9KiWtrXIj4iIiIiIiEdE89a2vwJ/Ah4F6mMbjnRLG56Czc/CjJ9BWg+3o0lMETbbLq4qJvdoLW3rLP4Uv/ZIEhERERGRhBZNIanBWntPzCORVt372nYArjntOJcjceDN/w5+n/pjoJ0x7NkIz/4ABk2G6T/pqggT3kPrHwLgirFXBA8k+yApJWSz7Zr6GirqKshLz2uRM+kYf4o/qj2SWuRHRERERETEI6IpJP3dGHMl8DRQc/igtbY8ZlFJk4M1AbdDcK6mIqQZcQzlX8CjFwZnIV34P8Fih3SKg7UHWx5MSQ/ZI6m4qhiAXH8u7P2iq0JLaNEubWs1PyIiIiIiIh4QTSHp8D+Z/7LZMQsM7vxwpFt57z6o3AdXvgY5A9yOJvH5/CGFpAPVBwDo7e/tVkQJx5/ip6y6zO0wREREREREYiaat7YN6opApBsqfB0GT4F+Y92OpHvwpYdstl1aUwpAT39PtyJKOOnJ6eyp3+N2GCIiIiIiIjETzYwkjDEjgRMA/+Fj1to/xyoo6QYO7oU962HWr9yOpPsIW9p2uJCUk5bjVkQJJ9qlbSIiIiIiIl7VbiHJGPML4AxgJLACmAO8BaiQ1AVG9c92OwTn+o4JabY6hk/+GfweNjPm4XRHI3qPaHkwbGlbWU1wCVZOak6LnEnHRPvWtlbzIyIiIiIi4gHRzEiaB+QDa621C4wx/YEHorm5MWYucDeQDDxkrb09Qr8LgSeBk6y1q6OKvJs4d/zRbofg3NgLQ5qtjqHwNfD3hP75XRRU93Lm0DNbHkxJD3lrW1MhKS2nRc6kY6J9a1ur+REREREREfGApCj6VFlr64GAMaYHsBsY1t5Fxphk4F7gTILL4i4xxpzQSr8ewA+A950ELh73+WoY/DVISnY7ku7D54e60D2Sevh6kJIU1QpXiYI/OTgjyVrrdigiIiIiIiIxEU0h6UNjTE/gYWA1sApYG8V1JwPbrbU7rLW1wOPAea30+w/gv4D2/xm/G/rdy1v53ctb3Q7Dmdf+M/hp1GIMgRoo3g59W9QVpZPcV3Af9xXcF3rQlxE6I6m2jOy0xmWHYTmTjsnwZWCx1DbUttmv1fyIiIiIiIh4QJtTEYwxBrjZWlsK3GuMWQFkW2ujKSQNAHY1axcBk8PufyIwyFr7nDHmJ85C7x5q6xvcDsG5+pqQZosxFG+HhgAcpUJSrNTWt1LISPG32Gy7Z1rjG9vCciYdk56SDkBVXRVpyWkR+7WaHxEREREREQ9oc0aSDa7PeK5Ze3uURSQA09otm04akwT8Dvhxuzcy5kpjzGpjzOp9+/ZF+XiJW3s3B7+PGuVuHN2NLz1kaVtZddlXhSTpFBkpGQBUBipdjkRERERERCQ2olnatsoYM6ED9y4CBjVrDwS+aNbuAYwBXjfGfApMAZ41xkwKv5G19kFr7SRr7aQ+ffp0IBSJK3s3Q1IK5A53O5LuJcUfeWmbdIoMX7CQdKjukMuRiIiIiIiIxEbEpW3GmBRrbQCYBnzHGFMIVBKcaWStte0Vlz4AhhtjhgKfAxcD8w+ftNaWAXnNnvc68BO9ta0b2LsZco+DlFS3I+lewmYkhSxtk06R6csEoLJOM5JERERERCQxtbVH0ipgAvDNjtzYWhswxnwPWAEkAw9bazcaY24FVltrn+3Ifbub8QM9+Bf9ARNDmi3GsHcT9B/fhQF1P2PzxrY86EuHukNgLQFbT0VtxVeFpLCcScccXtrW3oykVvMjIiIiIiLiAW0VkgyAtbawoze31r4AvBB27FcR+s7s6HMS2dwx/dwOwblR54Q0Q8ZQVwUHPoXxF3dtTN3MrGNmtTyY4gcs1NdSEQgWOnLScoLnwnImHXN4RtKhQNuFpFbzIyIiIiIi4gFtFZL6GGOui3TSWntXDOKRRFf2OWCh1xC3I+l+fME3ilFXRWltKdCskCSd4vAeSVraJiIiIiIiiaqtQlIykEXrb1+TLnLHSx8DcMPckS5H4sArNwe/Tw9+h4yhbFfwXM6gFpdJ5/n9mt8DcO3Ea786mOIPfgeqKaspA/hqaVtYzqRjot0jqdX8iIiIiIiIeEBbhaQvrbW3dlkk0j00FZIGuhtHd9Q4W4a6Q02FpJxUzUjqTNEubRMREREREfGqpDbOaSaSdL6yIsBA9tFuR9L9+BpnJNVVU1oTXNqmt7Z1rtSkVJJNcrubbYuIiIiIiHhVW4Uk7QYrna+sCHr0h2Sf25F0PymNeyQFqpoKSTl+zUjqTMYYMnwZ2iNJREREREQSVsRCkrW2pCsDkW6ibJeWtbml2YykspoykkwSWb4sd2NKQJm+TBWSREREREQkYbW1R5LEgZOH9HY7BOcGnxLSDBlD6S4YMKGLA+p+JvRt5Xec8tVb28pqyshJzSHJNNaSw3ImHZeZktnuHkmt5kdERERERMQDVEiKc6eNPMrtEJw7/oyQZtMYGhqg/HM44VwXgupepg+c3vKgL3RpW05as2VtYTmTjsvwZbS7R1Kr+REREREREfEAFZLiXE2gHoC0lGSXI3EgUBP8TkkDmo2haj/U10LOILci6zZq62sBSE1O/erg4UJSXTVltWWhhaSwnEnHpaekUxWoarNPq/kRERERERHxgLY225Y48PtXtvH7V7a5HYYzr/9n8NOoaQxlRcED2iMp5u4ruI/7Cu4LPZjSuEdSILi0LeSNbWE5k47zp/jbLSS1mh8REREREREPUCFJuk55YyEpe4C7cXRXzWYktVjaJp0mmhlJIiIiIiIiXqVCknSdg3uD3z36uRtHd9VUSDrUckaSdBoVkkREREREJJGpkCRd5+BewEC6B99Elwga39pWW1dJVaBKM5JiRIUkERERERFJZCokSdep3AsZuZCsPd5dkZQEyWmU1pQCaEZSjKiQJCIiIiIiiUx/o49z047LczsE54bNDGk2jeGDfZB1VJeH0x1NOXpK6yd86ZTVVgCEzkgaNjPmMXUX/hQ/dQ11BBoCpCS1/r/YiPkRERERERGJcyokxbmpCVBIahrD63shs0+Xh9MdTekfqZCUQWndQUCFpFjJSMkAoDpQTVZqVqt9IuZHREREREQkzmlpW5yrqK6jorrO7TCcqS4Pfho1jaFSM5K6ysHagxysPdjyhM9PWV0lELa0LSxn0nHpjXtRtbW8LWJ+RERERERE4pwKSXHuvtcLue/1QrfDcOatu4KfRk1jOLgPMlVI6goPrX+Ih9Y/1PKEL4OyxgJHSCEpLGfScdEUkiLmR0REREREJM6pkCRdwldfBXWVkKWlba7ypVNaHyxwZKdmuxxMYvKn+IG2C0kiIiIiIiJepUKSdImMupLgD5qR5C5fOmUNNaQmpTbNnJHOFc2MJBEREREREa9SIUm6RGZTIUkzklzly6CsoY6eaT0xxrgdTUJSIUlERERERBKZCknSJZoKSVra5q4UP6U2QHaalrXFigpJIiIiIiKSyFLcDkDadtoIDy4FG35GSPO0EUfRZ0vjm+e0tK1LnDrw1NZP+DIopT50o21okTPpuMOFpEOBQxH7RMyPiIiIiIhInFMhKc6dPLS32yE4d8wpIc2Th/aGz4KvnNfStq4xse/E1k/40ik3liHhhaSwnEnHZfmyADhUF7mQFDE/IiIiIiIicU5L2+JcSWUtJZW1bofhTGVx8NOopLKW6rLd4O8JKakuBtZ9HKg+wIHqAy1P+NIpNZCTlhN6PCxn0nGZvkwADtYdjNgnYn5ERERERETinApJcW7JmztY8uYOt8Nw5t17gp9GS97cwY6duyDDg7OrPGrZxmUs27isxXGb4qc0yZCTGlZICsuZdFx6SjoGQ2VdZcQ+kfIjIiIiIiIS71RIki7hD1RAei+3w+j2qlJ8BIyhZ+PyK+l8xhiyfFltFpJERERERES8SoUk6RL+QHlwaZu4qjQp+Ec+J8XvciSJLTM1k4O1kZe2iYiIiIiIeJUKSdIl/PXlkK5CkttKjQUgJ0mFpFjSjCQREREREUlUKiRJl/AHKjQjKQ6UESwk9UxOczmSxJbhy1AhSUREREREElKK2wFI2+aM7ud2CM6NPCekOeeEvqS/f1B7JHWhWYNntXq8zAYAyEnyhZ4Iy5kcmSxfVptL2yLlR0REREREJN6pkBTn8gd5cBbPwIkhzfyjksHWa2lbFxrbZ2yrx0sbC0k9w//oh+VMjkymL5Pdlbsjno+UHxERERERkXinpW1xbndZNbvLqt0Ow5nyL4KfRvv2Nv6FWkvbusyeyj3sqdzT4niZrQMgBxN6IixncmSyfFkcrIs8IylSfkREREREROKdCklxbtm7n7Ls3U9djsKhVQ8GP42e+2Bz8AfNSOoyj338GI99/FiL46X11WQ0NOCrD4SeCMuZHJlMXyaH6g5FPB8pPyIiIiIiIvFOhSSJOX+govEHFZLcVlZfTc/6BmijyCFHLtOXSWVdJQ22we1QREREREREOpX2SJI2Fe47yJ/f38m2vQc5fdRRXDRpEH5fsqN7+APlwR+02bbrSgOHyGlogLoqt0NJaFm+LCyWqkAVmb5Mt8MRERERERHpNCokSUQvrP+Snzz5EYEGy9E5fn71941s/rKC/7zA2UbB6U2FJM1IcltZoJKchnrNSIqxzNRg8ehg7UEVkkREREREJKFoaZu0atMX5fzw8Q8Z2a8Hb15/Gq//9DQunzqEv3ywky27KxzdK61eS9viRVndwcalbZqRFEtZviwAKgOVLkciIiIiIiLSuTQjKc6dPa5/lz+zNtDAdU8UkJOeykOXnUTvzFQAfjhrOH9b+zm/XbGFhy6bFPkGoy8IaY7p3YDdlYJJ1cyMrjJ36NxWj5fWlAeXtgXC3gQYljM5ModnIVXWtl5IipQfERERERGReKdCUpwbfXROlz/zidW7+Hh3BQ8smNhURALomZHK/MmDefCfOyiprA05F6L/uJBmn+QqyOgFxrTeXzrdyN4jWxxrsA2U15aT00DLpW1hOZMjc7iQdLDuYKvnW8uPiIiIiIiIF2hpW5zbWXyIncVdt59NdV09i1duZ+IxvTjjhL4tzp8z7mjqGywvbvgy8k1KPgl+GlWWFVPny45FuBLBropd7KrYFXKsorYCi6WnSWm5tC0sZ3Jkmpa21bU+I6m1/IiIiIiIiHhBTAtJxpi5xpgtxpjtxpiftXL+OmPMJmPMOmPMq8aYY2IZjxc99sFOHvtgZ5c979H3PmN3eTU/OWMEppUZRKP69+DYPpks/+iLyDdZuyz4abRv3272BtJjEa5E8NTWp3hq61Mhx0prSgHoaXwtZySF5UyOTLkcnDMAACAASURBVNPStgiFpNbyIyIiIiIi4gUxKyQZY5KBe4EzgROAS4wxJ4R1+xCYZK0dB/wV+K9YxSPtO1BZyx9e3caM4/vwtWNzW+1jjOHscUfz/icl7Kuoieq+aYFyqlN6dGao0gFlNWUA5CSlQl11O73lSLS3tE1ERERERMSrYjkj6WRgu7V2h7W2FngcOK95B2vta9baw1Mj3gMGxjAeaccfVm7jYE2Am84a1Wa/2Sf0xVp4Y+u+qO7rD1RQnaylbW47PCMpJzmt5Ywk6VTtzUgSERERERHxqlgWkgYAzTcBKWo8Fsm/AS/GMB5pw66SQzz63mdcNGkQx/dte/bQCf2z6dMjjde27I3q3v76CqpTVEhy2+EZST2T/S33SJJOlZqcSmpSqmYkiYiIiIhIwonlW9tae0WXbbWjMf/y/9m78/imzjNf4L+j1bJsy7vBxgazb8YGTAhgMBTSkCYhIaRhaVPI0qYJk3aazqS94d42bZP2JsOkkxnopZmZNEubEEiBsCVMgLCYkJjNLAYcGwzYGK/yKluSJZ37h5CQZNmWbC2W9ft+PnxsHb3nnEfnlYz06HnfF0AugPxu7v8RgB8BQEZGhq/iIwdvfP4NJIKAf1w0tte2EomABeOS8OmFapjMFsikPeQjLRYoTW0wyKJ8GC31hX1om1zNiqQAiFJEoZ3XmYiIiIiIBhl/JpIqAaQ73B4GoMsMzYIgLAKwDkC+KIpuJ90RRfEtAG8BQG5urttk1GC1bFpPRVy+UVzVjB1FN/HMvFEYoonwaJ8F45Kx5WQlTl1vxMyRLvMpZa+887uxDRJYMHY4Ry0G0pJRS7psazI0QYCAaIUGaK50vtOxz8gn1HI1Wowtbu9z1z9EREREREShwJ+JpBMAxgiCkAngJoAVAFY5NhAEYSqAPwNYLIqiZ+OkwszoZP9OUi2KIv6w9zJiVXI8t2CUx/vNHp0IQQC+Ltd2TSQljbvzu95aBZOYmOyLcMlDI2NHdtnWZGhCjDIGUkUMUOuS4HDsM/IJjULTbSLJXf8QERERERGFAr/NkSSKognAPwDYB+ASgC2iKBYLgvBbQRBsX8f/C4AoAFsFQSgSBGGnv+IJVWW1rSirbfXb8Y+W1qOgrB7Pf2sMYiLkHu+nUckxLiUaJ65pu95ZV2L9BwB66wTPtwxKX4RLHrradBVXm646bWsxtECj0ADKaMDg8pxy7DPyCU2EBs23E6mu3PUPERERERFRKPDnZNsQRXGvKIpjRVEcJYriq7e3/UoUxZ23f18kimKKKIo5t/9xvIeLv5++ib+fvumXY4uiiH/9/Bukxarw/buHe73/jBHxOH29ESazxfmOsx9a/wH2iqRDNzr7Gy55YeeVndh5xTkv22hoRGxE7J1EkugwStSxz8gnNAoNmo3uE0nu+oeIiIiIiCgU+DWRRAPbFyW1OFvRhOe/NRoKmfdPhdwRcdAZzbhc3UPF1O1EEifbDr4mQxPilfHWRJKlEzC5nZKMfESj1NgnOCciIiIiIhosmEgKYxu/uIJhcSosm963ibBnjIgHAPfD22w6rEPb9NKYPp2DfKdRb6tIut0XrsPbyKc0Sg1aja0wW8zBDoWIiIiIiMhnmEgKU6eua3HqeiOezsuEXNq3p0FqrAqpmgicut7YfaPbFUl6ViQFlSiKaNQ3Ik4ZZ61IAgCD+4mgyTdilbEQIaKtsy3YoRAREREREfkME0lh6q0jV6FRyfHd3PR+HSdrmAbFVT0kJG4nkoxSdb/OQ/3TYeqA0WJEXIRjIokVSf4Uo7BWfjUZmoIcCRERERERke/Igh0A9WzljAyfH7Ostg3/c7EGa+ePhlrZv6dAVpoG+4pr0KLvvLPq27TVdxrom2BRxGDFXZn9Og95Z9nYZU63Gw3WqrFYZSwgczO0zbHPyCc0Sg0AuJ0nybV/iIiIiIiIQgUTSQNcRkKkz4+56fAVKGUSPDFnRL+PNSnN+mH5YlUL7h6ZYN0Y75A00jdDoor1y+Og7qVHO1eaNeqtiaS4iDhA6mZoWzwTfb7WUyLJtX+IiIiIiIhCBYe2DXDFVc0orvLdyk+Vje3YceYmVszIQEKUst/Hm5xq/bB84aZDjLfOWf8BgL4ZHbIonz4G6t1l7WVc1l6233ZKJLkb2ubYZ+QTscpYAECzsetz37V/iIiIiIiIQgUrkga43eduAQAm3U7Y9NfGL8ogEQQ8kz/SJ8dLilZiSEyEcyKpeJv159ApQEcTajsjsPvcLZ89BurdZ+WfAQDGx48HcGeenjhlHCBRWRs5JpIc+4x8QqPoviLJtX+IiIiIiIhCBRNJYaRC246tJyuxamYGhmpUPjvu5DQNzt/spuJI3wyDNNFn56K+sVUkxUbEAoLCupGrtvlVtMJa+eUukURERERERBSqOLQtjLx5oBQSQcCz80f59LgTU2NQXq+DvtPc9U59MwyyKJ+ej7zXaGiETJAhWh4NyJSARM5V2/xMKpEiWhHNRBIREREREQ0qTCSFidKaVmw7XYkfzBru02okAJg4NBoWESipdpOY0DdBL43x6fnIe436RsRGxEIQBEAQrPMkMZHkd7HKWLdzJBEREREREYUqJpLCxB/3fwO1Qoa1C0b7/NgThloTRRdvuQyVMpsAYxv0rEgKuiZDk33yZwBMJAWIRqGxz09FREREREQ0GHCOpAFu9awR/T7Glbo2fHqhGmvnj0acWtH/oFykx0VCrZDiki2RdNePrD9vz8GTPXo4xkwd4fPzUvdWjl/pdLtR32hdsc1GGeOcSLL1GfmURqlBi5u5qFz7h4iIiIiIKFQwkTTADdFE9PsYbx2+CoVUgjVzRvQ/IDckEgHjh8bcSSTFpFp/Nlyx3oxNRIwPHgd5LkWd4nS70dCIMbFj7mxwrUiy9Rn5VIwyBhWtFV22u/YPERERERFRqODQtgGuqKIJRRV9Hxpzs6kD285U4rHcdCRGKX0YmbMJQ6Nx+VYrRFEEKk9Z/3VY476qU/TrMZD3ztedx/m68/bbTfoml4qkaOdV22x9Rj4Vp4yzr5jnyLV/iIiIiIiIQgUTSQPcvuJq7Cuu7vP+Gw6WQYDvV2pzNWFoDFoNJlQ2dgCXd1n/tdcDAAqqxH49BvLegRsHcODGAQBAp6UTjYZGxEfE32ngWpFk6zPyqaTIJLR2tqLD1OG03bF/iIiIiIiIQgkTSYNYhbYdW09WYPmMdKTG+nalNle2CbcvOU64rbMmktrlce52oQBp6GgAACRHJt/ZGBHDybYDIEmVBACov51UJSIiIiIiCnVMJA1ifzpUBokg4LkF/q1GAoBxKdEQBODSLYfkxO0Pzx3y2G72okCoba8F4JJI4qptAZEUaU0k1XbUBjkSIiIiIiIi32AiaZCyViNVYsVd6Riq8W81EgColTIMj4/E5WqXiiSpAkZJpN/PT92ra68DcKc6BoA1kWTSAyZjkKIKD8kqa/LO1gdEREREREShjomkQepPh65AIvh/biRHExxXbgOAdi0QmQgIQsBioK5s1TC26hgAQGSC9aeOCQ5/sl3zug5eZyIiIiIiGhxkwQ6AevbDuSO93qe6WY+/n6rEd3OHBaQayWb8kBh8VlwN3fRnoVbIgE+eA9QJfXoM1D+rJ622/17XXgepIHWebDt6qPVnWzWgSQNmPR/gCMNDjCIGSqkSNboap+2O/UNERERERBRKmEga4OLVCq/3+c+jV2EWRfw4P3DVSAAwYWg0RBEoaVVgWkacdWhbZGKfHgP1T1zEnQnOa9trkahKhERwKECMSrH+bL29mp46IYDRhQ9BEDBUPRRVuiqn7Y79Q0REREREFEqYSBrgCsu1AIC7MuN7aWl1s6kDf/3qOh7OSUN6fGDnJrKt3FZf/AUgDrFOth2f6fVjoP47VXMKADA9ZTrqOuqcJ9oG7lQk2RJJ17+0/hw+O0ARho+0qDRUtTknkhz7h4iIiIiIKJQwkTTAfVFind/G0yTMv+4rgQjghW+P9WNU7g2LUyE6QgZl+V5AngToGoDIBK8fA/Xf0cqjAKyJitr2WgyPGe7cQJ0EQLiTSCr9H+tPJpJ8LjUqFcUNxU7bHPuHiIiIiIgolHCy7UGksFyLbWdu4sk5mUiLDdzcSDaCIGBSagzqWg2AxQwYW62TbVNQ1XXUOa/YBgBSGRCVbJ0jifwqLSoNTYYm6Dp1wQ6FiIiIiIio35hIGiTajSb888dnkR6vwvPfGh20OLLSNGjQGWE2tls3cO6doNKb9Gg2NHcd2gZY50lqZSLJ39Ki0gAAla2VQY6EiIiIiIio/5hIGiRe/6wE1xva8fqybKiVwRuxODlNA7NFREtri3UDK5KCyrbsvG0ZeifRQ5lICoBMTSYA4Grz1SBHQkRERERE1H9MJA0CheVavHv8GlbPGo5Zo4JbATQpVQMAaG2xJZJYkRRMtmXnk1VuKpKiU4C2mq7byacyNZmQClKUNpYGOxQiIiIiIqJ+42TbA9xz80f1eL9tSNuwOBVeXDw+QFF1b2SiGu9IliJNXoIMfAaoE/Hc/JHBDivsPJ31NADgf65bJ9FOj0nv2ih6KNBWC5hNQN4LgQwvrCikCoyIGeGUSLL1DxERERERUahhImmAi46Q93j///30Mm5o2/HhD+8O6pA2G4lEwIjUoajXHrduiEzs9TGQ70UpogAA15qvQSFRIFWd6qZRCgAR0NUBMUMDG2CYGRM3Bufrz9tv2/qHiIiIiIgo1AQ/80A9OlZWDwCYM7rrXENfX23Ae8ev48k5mbh75MAZQrY0tgyxN4sgKlUQVHE9Pgbyj69ufQUAKG8pR0ZMBqQSaddG0beTR623gPoS6+8j5wckvnAzJm4MPrv2GXSdOqjlanv/3D307iBHRkRERERE5B0mkga4gm6SMAaTGf9r+3kMi1Phn+4dG4zQujVLOAdRuI72qHSoJZJuHwP5z1dV1kTFteZrGB3bzSp+0UOsP1tvAZUnrL+PnO/32MLRmNgxAIDSxlLkJOfY+4eJJCIiIiIiCjWcbDtE/emLK7hap8OrS7MQqRhY+cAhGhU0gg63pGnBDiWsWUQLKlsrMUIzwn2DxDEABKCmOJBhhaUxcbcTSU2ccJuIiIiIiEIbE0khqKy2FX86VIaHc1KRP9bNsu5BFiEVoBF0uGxgBVIwtRpbYRJNGBEzwn0DZTSQOBaoOhPQuMJRalQqNEoNzted770xERERERHRAMZEUogxmMz4x4+KoFbK8L8fmBjscNwztEIKEYUtsTCaLMGOJmw1GZoAoPuKJABIncpEUgBIBAmmJ0/HieoTwQ6FiIiIiIioX5hICjH/99PLuHCzBf/yaDYSo5TBDsc9vTWBUWpKxrEr9UEOJnw1G5sBoPuKJMCaSGq9BRjaAhNUGJsxZAYq2ypxs+1msEMhIiIiIiLqs4E1uQ518Y+Lxth/31dcjb8cu4Y1s0fgnokpQYyqF8NmAhf+jjp5Gj49fwu/e3hysCMKO8/lPIcXDr2AtKg0aJSa7humTrX+zJwHjL03MMGFqby0PLx24jUcqjiE53KeC3Y4REREREREfcKKpAFOKZNCKZPiWr0O/7z1LKYM0+Cl70wIdlg9a74ByCIwZcIE/M/FGkgEAUqZm+XnyW8EQcDJmpOYnTq754ZDsgBBAlSfB2QDtMJtkBihGYFMTSYO3DgAhVQBhVQR7JCIiIiIiIi8xkTSAPfF5Vp8ev4Wnnn/FCQSARtXTYNCNsC77fpxIDIJ901JQ1N7JzYcLMUXl2uDHVVY+evFv0LXqes9kaSIBIbNAM78FfhmX2CCC2MPjnwQJ6pPYGvJVhypPBLscIiIiIiIiLw2wDMSdPxqA36/9xJKa1uxYeU0pMdHBjuknhl1QPU5QKVB/tgkpMWqsPlEBQrLG4IdWVg5eOMgAOCuoXf13jj3SaC1Cjj7kZ+joqVjlkIhUeDDyx/idM3pYIdDRERERETkNb8mkgRBWCwIQokgCGWCIPzSzf1KQRA+un3/14IgjPBnPKHGaLJg/6UaVDR24A+PZCFvTGKwQ+pdyaeApRNIngCFTIJn549CTYsBFY0dwY4sbIiiiOut15GsSkaMIqb3HSY+DMgigKrTgCj6P8AwlqhKxMrxK1HaVIpqXXWwwyEiIiIiIvKa3xJJgiBIAWwEcB+AiQBWCoLgul79UwAaRVEcDeCPAF7zVzyhpkLbjiffOYGrdTrMHpWA5TMygh2SZ859BCiigZg0AMB3c4chSinD4W/qoNUZgxxceDhYcRCN+kaMix/n2Q7yCCBtOtBYDnz5H/4NjvBcznOIVkTjwI0DuNhwMdjhEBERERERecWfFUl3ASgTRfGqKIpGAJsBPOTS5iEA797+/WMACwVBEPwY04BXVtuKX31yAYveOIyT17WYPy4J2emxwQ7LPVEE2rVA43XrZM0HfguUfg4kjwdud6NSJsW9k1KgM5jwxDsncK1eF+SgB7caXQ1eL3wdscpYjI4d7fmOw2YACWOAz/8PsP1ZoPYyq5P8JFIeiW8P/zYkggTf2/M9/O7473C65jQMZkOwQyMiIiIiIuqVzI/HTgNQ4XC7EsDM7tqIomgSBKEZQAKAej/GNSD8d0E59J1mtBlMqGnW41azHje07bjZ1AG5VMDSqWn4x0Vj8f5X14MdqpXFAnz57wBEQFcP1BQDN08BhhbndjnfB1TOia/kmAjcM3EIviyrxz1/PIxZoxIxcWgMJqXG4MHs1MA9hkHqRssNfH79c1xruYYDNw7AbDHjWxnfgkTwIk8sCMC4xYBwP3B8I3D2AyA61ZoUjEkDIuOtlWbqBOucStQvscpYPDLmEXSYOvDJlU+w5ZstkElkGBEzAinqFAyJHIIEVQKUUiWUUiVWT1od7JCJiIiIiIgAAILop6oDQRC+C+BeURSfvn37cQB3iaL4vEOb4tttKm/fvnK7TYPLsX4E4Ee3b44DUOKXoCkQEhEGiULqEZ8D4Y39T3wOhDf2f3hj/xOfA+GN/T/wDRdFMam3Rv6sSKoEkO5wexiAqm7aVAqCIAOgAaB1PZAoim8BeMtPcVIACYJwUhTF3GDHQcHD50B4Y/8TnwPhjf0f3tj/xOdAeGP/Dx7+nCPpBIAxgiBkCoKgALACwE6XNjsB2MZsPArgoOivEikiIiIiIiIiIuoXv1Uk3Z7z6B8A7AMgBfC2KIrFgiD8FsBJURR3AvhvAO8LglAGayXSCn/FQ0RERERERERE/ePPoW0QRXEvgL0u237l8LsewHf9GQMNOByiSHwOhDf2P/E5EN7Y/+GN/U98DoQ39v8g4bfJtomIiIiIiIiIaHDx5xxJREREREREREQ0iDCRREREREREREREHmEiiYiIiIiIiIiIPMJEEhEREREREREReYSJJCIiIiIiIiIi8ggTSURERERERERE5BEmkoiIiIiIiIiIyCNMJBERERERERERkUeYSCIiIiIiIiIiIo8wkURERERERERERB5hIomIiIiIiIiIiDzCRBIREREREREREXmEiSQiIiIiIiIiIvIIE0lEREREREREROQRJpKIiIiIiIiIiMgjTCQREREREREREZFHmEgiIiIiIiIiIiKPMJFEREREREREREQeYSKJiIiIiIiIiIg8wkQSERERERERERF5hIkkIiIiIiIiIiLyCBNJRERERERERETkESaSiIiIiIiIiIjII0wkERERERERERGRR5hIIiIiIiIiIiIijzCRREREREREREREHmEiiYiIiIiIiIiIPMJEEhEREREREREReYSJJCIiIiIiIiIi8ggTSURERERERERE5BEmkoiIiIiIiIiIyCNMJBERERERERERkUeYSCIiIiIiIiIiIo8wkURERERERERERB5hIomIiIiIiIiIiDzCRBIREREREREREXmEiSQiIiIiIiIiIvIIE0lEREREREREROQRJpKIiIiIiIiIiMgjTCQREREREREREZFH/JZIEgThbUEQagVBuNDN/YIgCP8uCEKZIAjnBEGY5q9YiIiIiIiIiIio//xZkfQOgMU93H8fgDG3//0IwP/zYyxERERERERERNRPfkskiaJ4BIC2hyYPAXhPtPoKQKwgCEP9FQ8REREREREREfVPMOdISgNQ4XC78vY2IiIiIiIiIiIagGRBPLfgZpvotqEg/AjW4W9Qq9XTx48f78+4wpaxwwQAUKiC+bQILYZ2HQBAGakOyPnYR84Cff1dWVpbAQCS6OignJ+8E879ZdFb/3ZIIvi3IxSx/4h8S6/XAwAiIiKCHAnR4MXXWWg6depUvSiKSb21C+Y7kkoA6Q63hwGoctdQFMW3ALwFALm5ueLJkyf9Hx0RERERERERUZgQBOG6J+2CObRtJ4Af3F697W4AzaIo3gpiPGHP3GmBudMS7DBCiqmzE6bOzoCdj33kLNDX35XFaITFaAza+ck74dxfoskC0cS/HaGK/UfkWyaTCSaTKdhhEA1qfJ0Nbn5LJAmC8CGA4wDGCYJQKQjCU4Ig/FgQhB/fbrIXwFUAZQD+E8Bz/oqFPFO4uxyFu8uDHUZIOb71bzi+9W8BOx/7yFmgr7+r+v/YgPr/2BC085N3wrm/WvZfR8t+j75gogGI/UfkW4cOHcKhQ4eCHQaR1yoqKtDpxZeoJpMJx48fh1arxcaNG3HgwAE/RueMr7PBzW9D20RRXNnL/SKAtf46PxEREREREVGo0Gq12LZtGyorKzFkyBAsW7YMGo0GH374IaZMmYJPPvkE06dPx4MPPujR8b788kscPHgQJ06cgFarRV1dHSZPnoyUlBQ/PxIa7DhrIxEREYU9i8EMfYkW7UV1gCgifvk4Tm5NREQBc+vWLfz5z3+2366ursbu3buxePFilJeXo7zcOirh1KlTmDVrFhITE3s83pUrV/D1118DgNMQs5qaGlRXV2PcuHEhMRF2Z2cnKisr7ZN3k29ERERg2LBhkMvlfdqf75CIiIgorLV9fQvNe65CNFoAmQQwWVD/TjGSns6CIAvmdJJERKHFYrHg5s2bMJvNqK6uhiAIyMrKQmRkZLBDG/AuXrzYZdv169exc+fOLts/+eQTPPXUU90ey2Kx4P3337ffdhwOd+3aNZw+fRpjx47FqlWr+hm1/1VWViI6OhojRoyAILhb+J28JYoiGhoaUFlZiczMzD4dg4kkIiIiCludde1o2nkFiowYaL49HIr0aHQU10P7YQla9l+HZnHf3mAREYWjI0eOdJkX56uvvsKzzz4LhUIRnKD8SBRF6PV6lJeXY+TIkX2u8DEYDPjqq6+ctmVmZqKyshK3bnVdj6qtra3H4zU3Nzvd7ujogFKphMFgQFlZmds2A5Ver2cSyccEQUBCQgLq6ur6fAwmkshu2IS4YIcQcjKycgJ6PvaRs0Bff1fq2bOCen7yTjj3l3J0bLBDGJBEi4jGbaUQ5FIkrBoPabT1Q05kdjL0JY1oPXoTqilJUKRGBTVO9h+Rb40cOTLYIQSUxWJBa2srjEYjEhMT/faBvLW1FceOHUNcXBzmz5+P+Ph4NDQ0YMeOHTh27BgWLFjgl/MGiyiKeP/993H16lUAQEpKCp555hlIJF0rWevr63H69GksWLDA7VCiurq6LpNoS6VSLF68GLt27erSXqfTobm5GRqNxm1sjY2NXbZFRETAYrGgpaXFftuffPk6YxLJ9/p7TZlIIrv08fHBDiHkDA9wIoN95CzQ19+Velb4JiZCUTj3V8RoJqHd0Z2shrG8BXHLxtiTSDaa+zJhuNKEhncvInbpaESMjYMgCc4bWfYfkW+FQyJJFEWcOXMGhw8fhl6vh8FgAAAsWbIE06ZN88s5v/76a3R2duL73/8+EhISAADp6ekoLS3F0aNHkZmZiREjRvjl3IHW0dGBY8eO2ZNIgHXuoatXr2L06NEArAm88vJy/P3vf0d7ezsAIDIyEsXFxViyZAni4uLsyZz6+noAQHJyMmprawEAEonEbRXXjBkzcOLECfzxj3/Ek08+iYyMDLfxuVIoFDCZTPaElb/nHAqH11k448B/sjN2mGDsMPXekOwM7e0w3P6PIRDYR84Cff1dmdvaYO6ltJgGjnDuL4veBIuefzscmVuMaN5bDuVIDSJzu65eI41WIH7VBJh1nWh4pxgNf72EjosNQYiU/Ufka3q9flBO3CuKIgoKCrB+/Xq8/vrr2LlzJ5qbm2GxWPCtb30LAJwSH77U1taGr7/+GhMnTrQnkWweeOABREREoLCw0C/nDoa//OUvKCgo6LL9r3/9K06cOIG2tja88cYbeP/99+1JJADYv3+/fVLtN954w/48PHv2LABrIslGJpO5rV6KiYmx/37t2jW38ZnN5i7bZDKZU7WUv18Dg/V15g8vv/wy1q9f7/a+TZs2ISsrCzk5OcjLy3M7l5bNyZMn8ZOf/MRfYTphRRLZnfrsOgBg1tJRQY4kdBTu2AIAmLtqTUDOxz5yFujr76rhz28BAJJ//kJQzk/eCef+aj1UAQCc78dByxc3IHZaELt0dLfl3crhMRj6yxlo3n0V7UV10F9sQPyKcVBlJwW0zJ79R+RbtgTAokWLghyJb50+fRr79+932paZmYmVK1dCoVCguroaFRUVfjn34cOHYTKZsHDhwi73qVQqjB8/HhcuXIDJZIJMFtofQdvb2+1VQ+7s2bMHer2+13mMjEYjrly5gqFDh9pXZHNMHKWkpLhNJDlOXN5dfzqu0mYjkUgglUp7bONLg/V1FkgmkwmrVq3Cj3/8YwDAzp078cILL+Czzz5z2z43Nxe5ubkBiS20X8VEREREXrJ0mNB+qgaR2UmQJ/W8kpA0SoG45eOgykpEw/uXoN1cgnhBQGR2UoCiJSLyTElJCdRqNX74wx/i5s2bSExMRErKnYrLjIwMXLx4sce5dfqioaEBp06dwvTp07tUI9mMHTsWp0+fRmVlZcgPNXY2PAAAIABJREFUb7t+3frFbnJyMqZPn45PP/0UADB//nycO3cOWq0WBw4c6LKf47C1/Px8HDlyBCUlJfbqoQcffBA3b94EACQkJCAvL89+20YulzsNd6uoqIAoivYvNy5evIiamhpERXWd208ikThVJFkslj5fg2Cp/v3vYbh02afHVE4YjyEvvdRjm/feew/r16+HIAiYMmUKlixZgt/85jeQSqXQaDQ4cuQI3nnnHWzfvh0GgwHl5eVYtWoVfv3rX3d7zFdffRXvvfce0tPTkZSUhOnTpwOwPo9mz56NY8eOYcmSJfj5z39u30en0/X4RdahQ4ewfv167N6928ur4D0mkoiIiCis6E5UQzRaEDUnzaP2giAgYuKdD0ctB24wkUREA4rZbMb169cxceJExMbGIja26yT96enpAKzJB18mkgoLCyEIAvLz87ttk5Zm/XtbXV0d8okk23xGTz31FJRKJZKSkiCXy5Geno78/Hz87ne/g8ViwV133YW5c+figw8+wK1btzB58mQcPHgQALBgwQI0Njbi3Llz9vmrxo8fj6qqKgDA3XffDalU2mWOpM7OTiiVSvttvV4Ps9kMmUwGURSxZYu1Wv/ee+/tErcgCE4VSaGYSAqG4uJivPrqqzh27BgSExOh1WqRn5+Pffv2IS0tDU1NTfa2hYWFuHDhAiIjIzFjxgzcf//9biuETp06hc2bN+PMmTMwmUyYNm2aPZEEAE1NTTh8+LD99saNG/HGG2/AaDTan0PBxkQSERERhQ3RLKLtyyooMjVQpHm+GpsgCEh9eRZaD1ei9YsK3PqXE0j43oRuV3TTl2ihyNRAopC6vZ+IyJeOHDkCg8GAsWPHdttmyJAhkMvluHHjBiZPnuyT84qiiEuXLmH06NGIjo7utl1UVBQUCoXb1cRCSUFBAQ4cOACVSmVP6DhOKi0Igj1BM3LkSKdrotFosHjxYowaZZ2iIjc3F+fOnUNJSQkA6ypqtmoTURQBwCnxY+OYSAKA1157DXPnznWKo7W1tct+giA4VSTZzhFKeqsc8oeDBw/i0UcfRWJiIgAgPj4ec+bMwZo1a/DYY4/hkUcesbe955577FV5jzzyCAoKCtwmko4ePYqlS5fahykuWbLE6f7ly5c73V67di3Wrl2LDz74AK+88greffddnz7GvuBk20RERBQ2Oi7Ww9xkQHReqtf7SiJkkN9OHJkb9NB9dcttO1OTHvV/KUbdn4rQfrb7eTSIiHzl/PnzyMjIwPjx47ttI5VKkZaW5tN5knQ6HVpaWpCZ2fMcboIgICoqCjqdzmfn9geLxYKGhq4LK+h0OphMJvscVJ7M82SbFNuWHFKpVLj77ruRlGStaM3IyEBeXp69jVQqtbe1JaMcEz827qqUDh48iOrqavs2d4kkiUTiNCyKFUmecRw6aLNp0ya88sorqKioQE5Ojv0549qup2FoPd2nVqvdbl+xYgV27Njhaeh+xYokshs+2f2YZupe5tTATGZmwz5yFujr7yoqf15Qz0/eCef+ihgXH+wQBoy2gipI4yMQMaFvf0+VmXdWyzFWtMJY1QZZosqp8sjSZl1aubO6HdoPS6CalAhB1vfv7th/RL41ZsyYYIfgM9evX0dVVRW0Wi1ycnJ6XQggIyMDR48ehcFg6FLZ0he2YV62ao2eqNXqAZ9I2r9/P7788kv85Cc/gUKhwNmzZ3Hp0iVUVlY6tXOXqLFRKBQwGo32ZIBtviJ3FUC262a7ry8VSTaOiaTz5893ud/1ueHvRNJgeZ0tXLgQS5cuxc9+9jMkJCRAq9WisbERM2fOxMyZM7Fr1y57cvbzzz+HVquFSqXCjh078Pbbb7s95rx587BmzRr88pe/hMlkwq5du/DMM8+4bVtaWmq/lnv27Bkw15WJJLJLHdN1LDX1bNgE35QFe4p95CzQ199VZIBWRSDfCOf+Umb6bi6MUGa40QLj9RZoHhgJQdK3VdekUQqk/nY2Wr+oQOsXFaj99zNQjo1D0pPWv0eiKMLcanTax6TVQ57c86TePWH/EfnW8OHDgx2CT9TV1eEvf/mL/XZqau+VlhkZGRBFETdu3PDJB1JbIslWZdMTtVrtttpnoNDr9fjyyy8BAOfOncOhQ4fcttNoNLj77ru7Pc7TTz+Ny5cv2yuS7r//fiiVSrdVW67VRRMnTkRhYaG9rWNF0tq1a52Gv7nqrdLMcT+ZTOb3VdsGy+ts0qRJWLduHfLz8yGVSjF16lS0tLSgtLQUoihi4cKFyM7ORlFREfLy8vD444+jrKwMq1at6nYFtWnTpmH58uXIycnB8OHDMXfu3G7Pv2HDBuzfvx9yuRxxcXEDYlgbwEQSOehos77xVUUpemlJNu0tzQCAyJjAvMlnHzkL9PV3Zbo9zl8WFxeU85N3wrm/zDprhYxU3XUZ4XDSVnATglIK9YyU3hv3QKKQQp2bgtYvrG/aOytbIVpEGCtaUf+XYsDi/K2zucXQr0QS+4/It2xVMd0NHwkVZ86cAWBN4sTFxXk0ifXw4cMhk8mcqhz6o7q6Gkqlssf5kWzUajVu3LjR73P6S1lZmf330tJSANZqlPj4eEilUmzevBkA8LOf/azH4yQnJyM5Odl+W6PRYNmyZW7byuXOf9dHjBiBl19+2X7bsSLJlqyzJYCio6OdKqN6qpICnIe2yeVymEwmWCwWt8PnfGGwvM4AYPXq1Vi9enWv7ZKTk7FhwwaPjrlu3TqsW7euy3bXBOabb77p0fEA64pv8+fP97h9fzCRRHZFn1vfEM9aOirIkYSOU7u3AwDmrloTkPOxj5wF+vq70r5t/RYw+ecvBOX85J1w7q+2o9aSfM3inuewGMxMjXp0XKhHVF4aJMr+v/2RJaiQ/NNpqP+v87DoOnHzpQJINUqI+q7f8Nb/1wWoJiUg4fGJfToX+4/It44fPw4AWLRoUZAj6Zvi4mKcPHkS5eXlAKyVKp6Sy+XIzMzElStXfBJLZWUl0tLSPEpGqNVqtLe3+zV50VeFhYXYu3ev/bZtUvCZM2dCoVDYh4E5rqzlC64VSa7cXSeZTIaXXnoJpaWl2Lp1q317e3t7j8dyrUgC4Ne+CPXXGfWMiSQiIiIa9Nq+tC6pHDXb+0m2u6MYqkbUrKFo2W/9ht3cbAAEAG4WwukobnA7YScRUW9qa2vxpz/9CQDw0ksvOSUP7rrrLq+Pl5mZidLSUjQ3N0Oj6XtVt9lsRk1NDebMmeNRe9tcQe3t7fbf3R2zqKgItbW16OjogFarxXe+8x2Phu31lclksieRhg0bhsrKSrS3t0OpVNoTPRKJBC+99JJHk2x7w7UiyZW7OZIAawLK21gcE0a2fS9evIgpU6Z4dRxyb82aNVizZo3TtoaGBixcuLBL2wMHDthXd+uLffv24Re/+IXTtszMTGzfvr3Px/QWE0lEREQ0qFn0JugKq6HKSoIsNsKnx5ZEO3+bHLNoOFo+v+6+sckCyN1/KCAi6o5tpTAA+Ld/+zf770888USf5qGxLRN/7do1ZGdn9zkunU4HURQRG+vZHJ62IU46nQ5yuRzvv/8+5s2bh7Fjx9rbFBYWYt++fU77HTlyBCtWrOhznL25fPkyAOsS7Dk5Ofjd734HURS7JLt6qx7qi75UJNl4m0gSBME+ibctgbVt2zYmkvwoISEBRUVFPj/uvffei3vvvdfnx/XGwKopJCIiIvIx3ckaiAYzovPS/H4umctcSPJhdz6IWAxmv5+fiAaXS5cu4ZtvvrHftg1feu655/o8mXFycjJUKlW/h7e1tbUB8HwOHFu7trY2VFZWorKyEtu2bbPff/r0aezbtw8ajQb//M//jF/96leYPXs2SkpKep3/p69KSkrw8ccfA7BeF4lEYk+yeDLvU3/1du26q0hyvc+T4WnuhrYR9RUTSURERDRoiRYRbcduQjEiBop0338oiBgTZx3OdptE5fymX3CoQBL1TCQRkXdsy87HxMTgxRdftG/vz7AYiUSCiRMn4vz587h582afj9PS0gLA84SLY0XSrVu3ANxZyr6xsRE7d+4EAHR0dECtVkMikWD69OkQRdE+sbivXbp0yf67rQLJlmQJxCTRKpWqx/t7Gg7tmDyKiIjwqj0TSdRffAaR3cic3pftJGej75oV0POxj5wF+vq7ir6HkweGknDuL9WkxGCHEDQdxQ0wNxoQe/9IvxxfFh+BYX+Yi8pfHgUASCJkSPn5dDS8dxGmug7AbLG37WtFUjj3H5E/jB8/PtgheKyz07pq41NPPYXIyEisXr0anZ2dPVaqeGLRokUoKSnB7t278fTTT/fpeDU1NQDurCbWG3eJJIPBAMA6gbjNgw8+aP89ISEBI0eOxKlTp5CXl+fziaFtE5YDdxJJtookW3LG377zne8gMdH7v/OO10KpVKK9vR2xsbH2icJdCYJgTzQ5JpL8NX9fKL3OyHtMJJFdSmZMsEMIOUNHjwvo+dhHzgJ9/V2pOKY8pIRzf/mjEicUiKKItiOVkMZHIGJi37+994YQIYM8UQVZfARMdR2InJoM4w3rkAzR0HVFN0+Ea/8R+cuwYcOCHYLHGhsbkZKSYp8UOzPTN6s3qlQqLF68GB9//DGOHTuGefPmeX2M2tpaxMbG2quKPDmnRCJBa2srqqurAQB6vR5tbW24cuUKoqKi8E//9E9d9ps+fTq2bt2KsrIyp/mU+sNiseCbb75Bc3MzZs6ciVmzZtmTK7afgUok9WXCdMC5+sjWBz31hWN7x0m+zWazXyqUQul1Rt7j0Daya2s0oK3REOwwQkqrth6t2vqAnY995CzQ199VZ00NOm9/G0cDXzj3l7nZYF1RLMx0nK2DsaIVMfPTIUj8u1qacqT1Q55EdfuDyBDrN++yBBWS/yEHAGDp49C2cO0/In9paWmxD8sayIxGI65du+ZxxY+3Jk+ejIkTJ+Lw4cNoaGjwev+amhqkpKR43F4QBCQnJ6OqqgpNTU324Xnr169HeXl5t0Pkxo8fj6ioKJw8edLrGN0xmUw4dOgQNm/eDAAYOnSo04ThtoSLpwmyYHGsSLJN2i2TyfCDH/zAvt0x8djd0Daz2T/DrkPldTYQvPzyy1i/fr3b+zZt2oSsrCzk5OQgLy8PFy9e7PY4hw4dgkajQU5ODqZMmYJFixahtrbWLzEzkUR25w9V4vyhymCHEVKKPtuNos92B+x87CNngb7+rhr/+jc0/vVvQTs/eSec+6vteBXajlcFO4yAshjNaN5bDnlaFCJzPf+g01cJqyci4YlJkKqt3/Jq7hmO+FXjoRwTC0FpHTIi9nFoWzj2H5E/FRYWorCwMNhh9KqpqQmdnZ0+q8Jx57777oNMJsOuXbu8Sii0tLSgvr7eq0QSACQmJqKmpgZmsxnTpk1zWhmto6PD7T5SqRQ5OTkoLS11m5iwWCz2IYCeeP3113HkyBH7bde5kGzXIVAVSb353ve+h+eff77LdneJJKlU6rR99erVGDJkCADnVdscE0kWy50h2L4UKq+zgcxkMmHVqlU4f/48ioqK8OKLL+KFF17ocZ+5c+eiqKgI586dw4wZM7Bx40a/xMahbURERBRyOi42QDSaoRgeA6lG2aXiqPWLCphbjIhfNd7v1UgAIFHKoBoXb78tyCSInGKtIpBEWN9utey/jsipyX6PhYgGB1vSxDaszR+io6Nx3333YceOHdi7dy8eeOCBbufL2b9/Py5cuICf/vSn9jmNsrKyvDpfRESEPWEUGxsLjUZjX/1txIgR3e43bdo0FBQUYP/+/Vi6dKk9RlEU8e6776K1tRVLly7FsGHDuo2/qakJN27cgNFodNrumgyzJZIGSkXSmDFj3G53fJyOFUmu80jZ2gW6Iskfjm75BvUVbT49ZmJ6FOY+1nOy9r333sP69eshCAKmTJmCJUuW4De/+Q2kUik0Gg2OHDmCd955B9u3b4fBYEB5eTlWrVqFX//6190e89VXX8V7772H9PR0JCUlYfr06QCA+fPnY/bs2Th27BiWLFmCn//85/Z9dDqdx/NZiaKI1tZWjB492qP23mIiiYiIiAKq42IDmvZchSItCvErvE/0mNuMaPjbJcBs/WZVEilDxMQEaBaPgDRKAVNDB1qPViIyJwnKEf77AOYpW0WSqUEf5EiIKJS0t7cD8P/qYTk5Oairq8OxY8cwduxYjBvnfg7KgoICANaETH19PSIjI70edudY5RMdHQ2TyTp33Lx585CXl9ftfvHx8Zg/fz4OHToEAHj44Yeh0+nw8ccf4/r16wCA//7v/8Zjjz2GiRMnuj3Ghg0b7OcDrEPmMjMzERPjPAfpQKtI6o67VdvcJZJstx0n23acI+nChQvIysoKyCp1oai4uBivvvoqjh07hsTERGi1WuTn52Pfvn1IS0tDU1OTvW1hYSEuXLiAyMhIzJgxA/fffz9yc3O7HPPUqVPYvHkzzpw5A5PJhGnTptkTSYD1NXb48GH77Y0bN+KNN96A0WjEwYMHe4z36NGjyMnJQUNDA9RqNX7/+9/74Cp0xUQSERERBYRosqCjuAHazZcBEeho0KM5+ipiHxzl1XHaz9QCZhHxy8fBojfBeKMV7Wdqob/YgNgHR6H9fD0EiQDNfb6ZlLa/BPmdN/Vip8XpNhFRd2wrmgWiMmbBggUoLi7Gli1b8Oijj0Kn00Gj0bithikqKsKpU6fsVTDecE0kjR07FjU1NRg/fnyvx8vPz4fZbMbRo0fR3NyM5uZmpw/xALBlyxY8+eSTyMjIcNpuNpudkkiAdW6kmTNndjnPYEsk2ZJHjpUsjhVJn332GQoLC/GTn/zEn+H6RG+VQ/5w8OBBPProo/aV9eLj4zFnzhysWbMGjz32GB555BF723vuucc+99cjjzyCgoICt4mko0ePYunSpYiMjAQALFmyxOn+5cuXO91eu3Yt1q5diw8++ACvvPIK3n333W7jnTt3Lnbvtk798dprr+HFF1/Epk2b+vDIe8Z3MkREROR35jYjGt6/CO2H1iRS8j/kIGp2KtqOVaGj2PNJXkVRhO5kDRTp0YicmoyoWamIXz4OKT+ZClmiCtqPSqC/2IDoBRmQagbGsARBEKCeaZ2jwtzu+TweRBS+RFG0V9/0JWHjLZlMhieeeAIRERH46KOPsHv3bvztb39DWVlZl7a2SgnXIWKecEzOaDQaLFiwAE8//TRSU1N73VcQBCxcuBAPPPAAampq0NTUhPz8/C4rvb399tv2uYAA6xxAV65c6XI824f47mIcKEPbuuOYGFKpVACszxtPhrZJpVKnNlqt1l9hhjxRFLsMJ9u0aRNeeeUVVFRU2Kt/AHRp19MwtJ7u6646bMWKFdixY4enoWPJkiVO84H5EiuSyG50Ludt8Na42d4vldof7CNngb7+rmK+c19Qz0/eCef+Uk3xz4o/nmovqkXTziuwGMyImJgA5UgNFMOiIR+qhr6sCY1//waK4dMhjer9w5LhajNMNe2IXeo85l+eokbSj7PR9mUVjBWtiM5L89fD6RPl6Djovq6GRdcJeJngCnb/EQ02kyZNCnYIvaqrq4NOpwPgPAzJnzQaDZYtW4aSkhLk5ORg27Zt2L59e7eT+/ZleXdbkiYyMtKe2PD2OLm5uZg6dSrq6+uRnJwMQRDw0ksv4Q9/+IM9gVRXV4fkZOv75v379+PLL7+07z9kyBCkpqYiOzvb7fEXLlyIs2fPIj4+3u39A4VjYsg2j5ZUKu02meG43TXZ5A+h8DrzxMKFC7F06VL87Gc/Q0JCArRaLRobGzFz5kzMnDkTu3btQkVFBQDg888/h1arhUqlwo4dO/D222+7Pea8efOwZs0a/PKXv4TJZMKuXbvwzDPPuG1bWlpqrwzcs2dPt3NmuVNQUIBRo7yr+vYUE0lkl5TufslN6l7yiJEBPR/7yFmgr7+riAkTgnp+8k4495ciNar3Rn5g0ZvQuL0MHWfroMiIRtyyMZCn3PmWTZBKkLBqPGrePI22gpvQLO59KFrL/huQahRQT+uaWBckwoBLINlI1da3XJZ2Uy8tuwpW/xENVkOHDg12CL2yzY8EBOZDv83IkSMxcqT1/dXs2bPxySefoLGxsUtVVHR0NL7//e97fXxbIqm/yTGpVOo0SbZCoUBcXJy9smbbtm324UgnTpywt3vooYcwadKkHqu8srKyvJ5EPBgcE0MTJ05Ea2srsrKy7EMibRznSLIl2txVw7irvOmPUHideWLSpElYt24d8vPzIZVKMXXqVLS0tKC0tBSiKGLhwoXIzs5GUVER8vLy8Pjjj6OsrAyrVq1yO6wNsE4ev3z5cuTk5GD48OGYO3dut+ffsGED9u/fD7lcjri4uB6HtQF35kgSRREajQb/9V//1a/H3x0mksiuuc66goImSRXkSEJHU001ACA2ZUhAzsc+chbo6+/KePvbB0V6elDOT94J5/4yNVj/dsgSAvu3o/HvpegobkD0wgzEfCsDgrTrG1T5EDVUU5LQWlAF9YwhPcZovKWDsbwZmu9kQpBLu203EAm3V24TDd4nkoLVf0SDlS3ZMJArTlpbWwH4f6LtntgSNTU1NYiNjXW6T6/X92kOIduQquho3385+r3vfQ+1tbX46KOPUF1djT179mD16tXo7LwzpDg7OzugiTl/cl2Fbc6cOQBgH2Zl425om7tr0N7e7tPnWyi8zjy1evVqrF69utd2ycnJ2LBhg0fHXLduHdatW9dlu21Iq82bb77p0fEA64pvzc3NHrfvj8HxKiKfuFhQhYsFVcEOI6ScP/AZzh/4LGDnYx85C/T1d9W0ZSuatmwN2vnJO+HcX7oT1dCdqA7Y+URRRPO+a+g4X4/o/GHQ3DPcbRLJJvb+TEAU0Xas579vuuNVEOQSqHNTemw3ENkm2BaNFq/3DXT/EQ12p0+fxunTp4MdRo/0eusqjz/+8Y+DFkNSUhIkEgkuXbqElpYWAMDSpUsBWCcV7ou0tDRkZWXh0Ucf9VmcNgkJCZjgUH1cUVGBo0ePOrUZLEkkoPvH0tNk2+6SSja2PvaVUHidUd+xIomIiIh8qv1EDVq/qIAQIUPU7N4nUJXGKKGanAjdmVprtZGs6xtcsdOM9jO1UGUnQRIZmPlCfEmisH4LbzGagxwJEYWCQK7Y1h25XI4pU6bgwoUL9uqkMWPG4OWXX+7zMRUKBZYtW+ajCN179tlnUVBQgPPnz+PAgQP27UOGBKeC3V+6G4bmmiRyHNp29913Y/v27faVxRw5Dqck761ZswZr1qxx2tbQ0ICFCxd2aXvgwAG3feCpffv24Re/+IXTtszMTGzfvr3Px/QWE0lERETkMxaDCU17y6HIiEbSM9k9ViI5ipyWjI6zddBf1kI1ObHL/YbyFoidFqiyut4XCoTbiaS+VCQRUfgxGAwQBCFgE213JzU1FUVFRSgvL0dMTEy3K50NJCkpKUhPT8f58+ft2x5++GFMmTIliFH5XncVSbYEky0J6ViFlJ2djezsbFRWVnbZry+r8FHPEhISUFRU5PPj3nvvvbj33nt9flxvMJFEREREPiFaRNT8+xmIehOi5qR6nEQCgIjRcZBEyaE7U+s2kdR+phaCXAJlpsaXIQeMoLg9tK2TFUlE1LONGzeirq4OERERPp38uC9siaOqqqqQquhRqZznlHNcJW6w6O7x2CbUtq3kZuP4XHL3vHKdpJuoJ0wkERERkU8YypthbtAjcmoyVFneLVkvSAVE5iSj7XgVzLpOSNV3voU3afVoP1uLqNlp9iFioUaQSgCJwIokIuqRKIqoq6sD0DUZEgy2RJJer++SmBjIXCu5+jIx+EDXXZIxJiYGixYt6rLyXG+TbbMiibzBRBLZjbs7dL5lGCgmzus65tWf2EfOAn39XWkefiio5yfvhHN/RU4LzOTUxmvWiTpjHx4FQeL9t+jq3BS0FdxE+5laROel2bfrvr4FAIiam9bdriFBEiGFRe/9qm2B6j+icJGdnR3sELrlWBWSkZERxEisoqKi7L/HxMQEMRLvDB8+HFlZWfbhbYMxkdTT0La8vDy323va19cVSQP5dUb9N7jq+6hf4oeqET80eEuMhqKEYelIGBa4pcTZR84Cff1dKUeNgnLUqKCdn7wTzv0lT46EPNn/81oYb7ZBlqiCRNm376nkQ9SQD4tC+8kae2m+aLJAd6oGEeMTINMEb9JZX5Co5bDoOntv6CJQ/UcULpKSkpCU5F3VZKC0tbXZf4+LiwtiJFaOEwKHUkWSSqXCsmXL7FVdwZy03F+8HfbYWyKps9P7/596MpBfZwPNyy+/jPXr17u9b9OmTcjKykJOTg7y8vJw8eJFt+10Oh0SEhLQ3NzstP3hhx/Gli1bfB4zE0lkp72lg/aWLthhhJSGygo0VFYE7HzsI2eBvv6uDFeuwHDlStDOT94J5/7qrG1HZ61/V2MxXGuG/mID5MOiem/cA/VdQ9BZrUPTtjKIJgs6LjbA0tYJ9czQr8iUqOUwt3n/Rj0Q/UcUTurq6uzDx3zNYrFg7969fT6+Tnfnfd5AGNomld4ZThxKiSQb24pZoTBJuLe8TSQ5Jo/c7WsyeV8x2xN/vs7ChclkwqpVq3D+/HkUFRXhxRdfxAsvvOC2rVqtxre//W3s2LHDvq25uRkFBQV44IEHfB4bE0lkV/JVNUq+qg52GCHl4pEDuHjkQO8NfYR95CzQ199V845P0Lzjk6Cdn7wTzv3VfroG7adr/HqOlv03AAkQPXdYv46jzh2C6AXp0J2oRv3bF9B6pBLSWCUixgT/m/n+ksVHwFTbDtEierVfIPqPKJycPXsWZ8+e9cuxm5qaUFhYiA8++KBP+9sqkuLj45GTk+PL0PpMJrNWmYbS0Dab3NxcvPzyy0Ff/S6YbBW+jskj2zZHvk4k+fN1FmjvvfcepkyZguzsbDz++OPYunX+tqPzAAAgAElEQVQrJk+ejOzsbMybNw8A8M477+Chhx7C4sWLMW7cOPzmN7/p8Zivvvoqxo0bh0WLFqGkpMS+ff78+XjppZeQn5+PN9980+l1p9Ppekwgrly5Eps3b7bf3r59OxYvXuyXRCrnSCIiIqJ+66xqg3rGECjS+leRJEgEaO4dAVlyJBo/sr6xip4/rE9zLg008rQotJ+uhaW9E9IoRbDDISI/sCVd+jpMyFaR9MQTTwyY4Vj5+fk4cOAAYmNjgx0KuZDJZG6TQu4EOpHkD1+88xZqr1/16TGTh4/EgjU/6vb+4uJivPrqqzh27BgSExOh1WqRn5+Pffv2IS0tDU1NTfa2hYWFuHDhAiIjIzFjxgzcf//9yM3N7XLMU6dOYfPmzThz5gxMJhOmTZuG6dOn2+9vamrC4cOH7bc3btyIN954A0ajEQcPHuw21sWLF+Ppp59GQ0MDEhISsHnzZjz//PPeXhKP+LUiSRCExYIglAiCUCYIwi/d3J8hCMIXgiCcEQThnCAI3/FnPEREROR7FoMZlnYTpHG+m8xUPTUZUfOsk2urJif67LjBJFFah4hw5Taiwcv2Ab2viaSOjg4AA2NYm01eXh7WrVs3YBJbdMeLL76IX/ziFz22sSWQHIe2uSaS5HJ5SCSSguHgwYN49NFHkZhofS8SHx+POXPmYM2aNfjP//xPmM1me9t77rkHCQkJUKlUeOSRR1BQUOD2mEePHsXSpUsRGRmJmJgYLFmyxOn+5cuXO91eu3Ytrly5gtdeew2vvPJKt7EqFAosWbIEH3/8Merr61FUVIRvf/vbfX3oPfJbRZIgCFIAGwHcA6ASwAlBEHaKoug4O9T/BrBFFMX/JwjCRAB7AYzwV0xERETke+YmPQBAFufbDxma+zIRnTcM0pjBUb0jKG4nkjrNvbQkolBlsVgTxX1NJOn1esjlcntl00AgCEJYDw0byBSK3v9/dDe0zXWYokKhCIlEUk+VQ/4iimKX4WSbNm3C119/jT179iAnJwdFRUUAus491dMwtJ7uU6vdL660YsUKPPvssz3Gu3LlSrzyyisQRREPPfSQ3167/qxIugtAmSiKV0VRNALYDMB17WURgO1ZrAFQ5cd4iIiIyA9MDdZEkjTWt8srC4IwaJJIwJ1EksXARBLRYGX70G5LKHnj5s2baG9vH5RL1VPwOVYkqVQq/PSnP7XfZkVS9xYuXIgtW7agoaEBAKDVanHlyhXMnDkTv/3tb5GYmIiKCuviP59//jm0Wi06OjqwY8cOzJkzx+0x582bh+3bt6OjowOtra3YtWtXt+cvLS21/75nzx6MGTOmx3gXLFiA0tJSbNy4EStXrvT24XrMn6nuNACOyylVApjp0uZlAP8jCMLzANQAFvkxHurFxLzUYIcQcrIWLg7o+dhHzgJ9/V3FPvbdoJ6fvBPO/aWe4b8VzywGMxresxYby+L54acnEoX1Tby3Q9v82X9E4WjatGl+O3ZfEkiAdc4U24fJ5ORkX4ZEBKBrBYxjYskfFUn+fJ0F0qRJk7Bu3Trk5+dDKpVi6tSpaGlpQWlpKURRxMKFC5GdnY2ioiLk5eXh8ccfR1lZGVatWuV2fiTAem2WL1+OnJwcDB8+HHPnzu32/Bs2bMD+/fshl8sRFxeHd999t8d4JRIJli1bhq1bt9onAvcHfyaS3NVquc7qtRLAO6Io/qsgCLMAvC8IwmRRFJ3+AguC8CMAPwKAjIwMvwRLgCZp4IzFDhWxKYF9c88+chbo6+9KkZ4e1POTd8K5v2QJ/vvb0VljnRhWGquENHrwVA/5g31om9G7iiR/9h9ROIqPj/fbsfuaSLp27Zr994E0PxINHj0lkvxRkeTP11mgrV69GqtXr+61XXJyMjZs2ODRMdetW4d169Z12X7o0CGn22+++aZHx3Pdpy/7ecOfQ9sqATi+ax+GrkPXngKwBQBEUTwOIAJAlxk1RVF8SxTFXFEUc5OSkvwULtVVtKKuojXYYYSU2mtXUXvNtysH9IR95CzQ19+V/tIl6C9dCtr5yTvh3F/GqjYYq9r8cmxLm3UekITvTfDL8QcTIcL6/Z1F792bdX/2H1E4unXrFm7duuWXY3u6gpYrxw/5HNpG/uCYOAKcn3PerP7mKX++zij4/FmRdALAGEEQMgHcBLACwCqXNjcALATwjiAIE2BNJNX5MSbqQdnJWgBAUnp0kCMJHSVfHgEAJI8YGZDzsY+cBfr6u2rZ+ykAIGICP0CHgnDur45z1v9aFalRPj+2LZEkieJErL2RqG4nkjq8SyT5s/+IwlFxcTEAYOjQoT4/dl8rkoxGo/33Gzdu+CocIrueKpJkMhn0er1Pz+fP19lAtGbNGqxZs8ZpW0NDAxYuXNil7YEDB5CQkNDnc+3b9//Zu/P4qOpzf+Cf7zmzZbKRhSQkYd/3yFo2QYECdSvWqtV6pZut1tZ7rbWt3NtWb733tre1pcVqtbXqrdaftkXriqCAIAiC7BCEJAQCZN+TWc98f3/MwmSZzDkz58w5M3ner1dekuTMOV/Pd87kzDPP83w391mtb/To0di0aVPM+1RKs0AS59zLGLsXwGYAIoBnOOfHGWOPANjPOf8ngO8BeJox9m/wl72t42qHQgkhhBCiGanT/+ZHzKCytmiCgSSuMJBECEkesQaSWltbQ/9es2aNWsMhJGSgQJIoijE/d0lkeXl5oRXd1LRq1SqsWrVK9f0qoem6kpzztwC81etnPw779wkA/bcyJ4QQQojh+To9YFYRzKxltXxqYAIDs4rwdVMgiZBUFctn4vv370dtbS0AYP78+ZgxY4bawyKkT2mbyWTq8TsKJBElNA0kEUIIISS1SZ1uarKtgJBmUlzaRghJHrG8GT9xwr/y5be+9S0UFdEqjUQbvTOSRFEM/ZsCSUQp+viQEEIIITFxX+iE40gjhHTqjySXYKdAEiGpLJY342lpacjLy6MgEtFEMEtuoGbbFEgiSlFGEgmZvqxU7yEknbLV1yb0eDRHPSX6/PeW8+XbdT0+UWYwz1fGgmJN9lv/u4MAAG+TQ5P9p6JYMpK0mj9CBqt58+Zptu/w0rZz586hoKAAzc3N8Hq9GDFiRI9tJUkCAHR1dSE9PV2zMREC9M1ICqdFIEnL64zojwJJJCQjx6r3EJJOZm5+Qo9Hc9RTos9/b+bCQl2PT5QZzPMlZqv/2sF9l98smfLSVN9/qhJsJngalAXetJg/QgazrKwszfYd/mb8mWeewahRo3D27FkAwH333QeHw4HiYn9w+Fe/+hUyMzNhNpthsVCJMNFWogNJWl5nqeanP/0pMjIy8MADD/T53ZNPPonHH38coigiIyMDTz31FKZMmdJnu/r6esyfPx979uwJZTfec889GDFiBH74wx+qPmYqbSMhdVXtqKtq13sYSeXSmVO4dOZUwo5Hc9RTos9/b44jR+A4ckS34xNlBvN8uc93wH2+Q9V9crf/k/S0sqHIu2OyqvtOaWYB3KvsZl2L+SNkMKupqUFNTY0m++79ZvzixYuhf7/44ot46qmnUFdXBwDo7u5GXV0dfD5fn7IjQtQSfE4O9BzTIpCk5XU2WHi9Xtx22204evQoDh06hAcffBD3339/v9sWFBTgBz/4QSgY9cknn2DXrl343ve+p8nY6BWLhFQeakDloQa9h5FUzuzbgzP79iTseDRHPSX6/PfWsWUrOrZs1e34Qc5Tp9D10V54m5r0HoqhGWW+9OA43gjH8UZV98ld/kCSdXQ2xAz6JF0uZhIAhYEkLeaPkMGsvLwc5eXlmux7oFXbOjr8AeHw4BIACiQRTXV3dwMAcnNzI26jRSBJy+ss0Z5//nnMmDEDM2fOxB133IFXXnkF06ZNw8yZM3HllVcCAJ599lnccMMNWL16NSZOnIiHH354wH0++uijmDhxIlasWIFTpy5/ML5s2TI89NBDWLp0KTZs2NAjs6urq2vAzLK77roLFRUV2LZtG+69915s3LgRZrM2fSyptI0QQpKYt7kZZ2/9ErjDXypjHjkC6Z9ZgIyrliF94UIIlCpPNOILBJIEqxhlSxKOmQRwiRqaEpKqgiuwBYW/6bPb7XA6nfB6vXC73aGfO51O5OTkJGyMZHD5/Oc/j2PHjg34HEuWZtutr1fAfbFL1X1aitMx5LqxEX9//PhxPProo/jwww+Rn5+P5uZmLF26FJs3b0ZJSQlaW1tD2+7btw/Hjh2D3W7H3Llzcc0112DOnDl99nngwAG89NJLOHjwILxeL2bNmoXZs2df/v9sbcWOHTtC3z/++ON47LHH4Ha78f7770ccqyAIeOKJJ3D11Vfj+uuvDwW5tEChb0IISWLNf34W3OlE8f/+Lwq+/31YR49B+xtvoOZbd+PM1cvR+PTT4B6P3sMkKSiYkcQokKQIExm4N3LGAiEkeXV0dODQoUMRfx98o+7xeOBwXO6V1traShlJRDPDhg3DypUr+81k+cpXvoK77roraQJJenj//fdx0003IT/f35s1NzcXixYtwrp16/D000+HmuYDwMqVK5GXl4e0tDTceOON2LVrV7/73LlzJ9auXQu73Y6srCxcf/31PX5/yy239Pj+29/+NioqKvDzn/8cP/vZzwYcb1lZGaZNm4Z77rknlv9d2SgjiRBCkpS3pQUtL7yAzNWrkH2dfwW7vK99FdztRufu3Wj5ywto+NVj6Nj8Lkp++b+wjBql74BJSvG5/CuPUUaSMsykvEcSISQ5hL+hDAp/8x58o+71ekPlRkEUSCJ6GDlyJADg2LFjSRFIGihzSCuc8z5BuCeffBJ79+7Fm2++ibKyslAAufd2A5WhDfS7SKs43nrrrbj77rujjlkQBM1fU+gVixBCklTj75+Az+lEfq8/KMxiQeayZRjxx6dRsmEDPOfPo/LGL6B106s6jZSkossZSfSZlCImAZB4j1XvCCGpob834uE9kzyBDGGPx9MnkCSKFJQn+hEEAR6PB0ePHtV7KIazfPlyvPzyy2gK9CJtbm5GRUUF5s+fj0ceeQT5+fk4f/48AGDLli1obm6Gw+HAq6++ikWLFvW7zyuvvBKbNm2Cw+FAR0cHXn/99YjHP336dOjfb775JsaPH6/i/13s6O6PhJStHK73EJLO7GvXJvR4NEc9Jfr895b71a8k5Djc6wX3eCCkXV5i3VVRgZYXX8SQm78I24QJER+bteqzSJs5Axe//yAu/ehH6N7/MYp+8pNB2TspUfNlRBlLSlXfp49K22LCTIHP8CQOCJE/jQynxfwRMpgtWLBAk/32F0gK74UULGfzer1wOp09tqOMJKKnYHbM3//+d0yfPl2VfWp1nSXa1KlTsX79eixduhSiKOKKK65Ae3s7Tp8+Dc45li9fjpkzZ+LQoUNYvHgx7rjjDpw5cwa33XZbv/2RAGDWrFm45ZZbUFZWhpEjR2LJkiURj79x40Zs3boVZrMZOTk5eO6557T6X1WEAkkkJI1W3VHMnpWd0OPRHPWU6PPfmylBjTHrf/1rdL6/DWPefANMEOCprcX5b90NISMDQ7/znaiPNxcVYcSzf0bDxo1oeuJJuM9WY/gTv4cYtgrEYJCo+TIiMV39FTs4NduOCTP5b9a55AMzy3vjqMX8ETKYRSobiVd/K7b19zOPxxPKTkpPT0dXVxcFkoiuBlptMFZaXWd6uPPOO3HnnXdG3a6goAAbN26Utc/169dj/fr1fX6+ffv2Ht9v2LBB1v4G2ocW6BWLhFw83YqLp1ujb0hCak4eQ83JYwk7Hs1RT4k+/71179+P7v37NT+O8/ARuKuq4Dx2DO1btqDqi1+E1NyMEU8/BVNenqx9MFFEwX33ofhXv4TjyBGc+/o3IAWWIR4sEjVfRuSqaoOrqk3Vffq6/G+CKCNJmWBGEvfI70WhxfwRMphVV1ejurpa9f3K7THjdrtDgSSr1QqASttI6tHqOiPGQBlJJKT6mL/us3j8EJ1HkjyqDvrflJZOnpaQ49Ec9ZTo899b544PAAD2CGmranFVnwUANPxmA7p274Z1ymQUP/oobJMnK95X9jXXQEhLQ819/4qab9+L4X98etCUuSVqvozIeaoZAGAdrV4Wn6u6HaZCOwQLvflRQrD5b718Ti/ETHnXnhbzR8hgFuw5Emw0rBa5gaSmpiYMGzYMwOVAEmUkET0N1Pg5VlpdZ0a1bt06rFu3rsfPmpqasHz58j7bvvfee8iT+WFwfzZv3owf/OAHPX42evRobNq0KeZ9KkWBJEIIMTCpsxNSQyMAoGv3bohD8zHy+f+DmBF7unDm1Vej+L8excXvP4j6X/wviv69b1otIZG4zrah9c0qeM53wDY5V+/hJB2WFggkObw6j4QQoja5gaQLFy6guLgYAAWSiDFoEUgiQF5eXmhFNzWtWrUKq1atUn2/StArFiGEGJj7rD8lOH3xYgBA4QMPxBVECsq+7jpk33A92l59Fb6wRqCERNP+3jl4zvvLIqVWl86jST5CIJDEKZBESMpR0memvb0djDGYzf4eaFTaRvREgUyiFD1jCCHEYNpeew2Vn18Ln9sN99mzAICC792PEc/8CVnXX6/acTLXrIGvsxPde/aotk8yyIj0CaZSAmUkEZKyemck9Q4O5efnh7IIHA4HTCZTKBOE3sgTPVFGElGKXrEIIcRApNZW1P3Xf8NVXg7nseP+QBJjsIwZg/SFC1X9Q5++cCGEjAy0v/uuavskqS98lba8Lyvv0zXYhfdIIoSklt6BpLS0tB7fi6KIwsJCABRIIsZis9n0HgJJMtQjiYTMXj04GqGpad7nb07o8WiOekr0+e8t75t3qb7Pht//PrSaWveB/XBXVcFcXAwh0ENBTYLFgoxly9D53vvAo6rv3nC0mK9kkblsuGr7ClZuMKsI0xC68VQqlowkNeePEAIsDpSLq613IMlut6OzszP0vclkgiWwwIXL5eqRsUSlbURPc+bMwdtvv42srCzV9qnVdUaMgULfJMSSZoIljWKLSljtdljt9oQdj+aop0Sf/97EjAyIGRmq7Y97PGh77Z/IuuYaWMaORff+/XCfPQvLqFGqHaM3y+hRkFpbwWU2CE1mas9XMhFsplAmTLy4xwcxx4qi7w++1e/UwMwCYBIUBZLUnD9CiD/7QosMjN49kuy97lEsFkuoJ5LT6YQgCKHHUEYS0ZMoiigrK1M1812r6ywV/fSnP8Uvf/nLfn/35JNPYvr06SgrK8PixYtx4sSJiPvZvn07rr322h4/W7duHf72t7+pOl6AAkkkzPnyZpwvb9Z7GEml+ughVB9VvxN/JDRHPSX6/PfWtWcPulTsL9S1bx98bW3IWrMa9tmz0f3RXjhPnIBtxnTVjtEbEwNvTr39v6n1dXej8YkncOH+78Fx+LBm40gEtecrmTjPtMB5pkWVfXG3BFOODWKGvKXrSV9CmgjukGRvr+b8EUKAyspKVFZWqr7f/jKSwlmt1lAgye1298hCokAS0ZsgCJAk+X+botHqOhtMvF4vbrvtNhw9ehSHDh3Cgw8+iPvvv1/vYQGgQBIJU3OyBTUn6UZViXNHD+FcAgMZNEc9Jfr899a1ew+6dqsXmOjYsgXMbkf6woWwz5kN7nLBXFyM/K9/XbVj9MZM/ptYHuHGoea796Fhw2/RuWMHzt5yKy48+CC8TU2ajUdLas9XMnGdaYXrTKsq++JuCcxCJRjxENJM8Dk8srdXc/4IIYkLJPXukZSenh4KJAE9g0dU2kb0JooiBZIieP755zFjxgzMnDkTd9xxB1555RVMmzYNM2fOxJVXXgkAePbZZ3HDDTdg9erVmDhxIh5++OEB9/noo49i4sSJWLFiBU6dOhX6+bJly/DQQw9h6dKl2LBhQ49yw66uLsM0Rqc8aUIIMQDu86HjvfeQceWVEGw2pC9aBNuUKSh86EcQ0tO1O3AgI6m/QJKvuxtdH32E3K98BUPv/TYan34azX96Bt1796H0txuQNnOmduMihsXdPjALfQ4VDyHNTKu2EZKCgoGkgoIC1NfX9wgkCYKAFStW9HgTSBlJxEhEUewTDDWat99+G7W1tarus6ioCGvWrIn4++PHj+PRRx/Fhx9+iPz8fDQ3N2Pp0qXYvHkzSkpK0Np6+YOeffv24dixY7Db7Zg7dy6uueYazJnTtxXAgQMH8NJLL+HgwYPwer2YNWsWZs+eHfp9a2srduzYEfr+8ccfx2OPPQa32433339/wP+fnTt3oqysLPT9uXPn+pS7qYFesQghxABcp89AamhExtKlAABTXh5G/+PvsPfzx0dNLHgT209pm+PwYcDrRfqCz0BIT0fBv/4rRr3yMpjJhLO3fxmNTz4Jn8Oh6fiI8XCPBGamT87jIdhE+JzqfepLCDGG3v2OrGELZSxbtgxpaWkRM5IokET0pnZpW6p4//33cdNNNyE/Px8AkJubi0WLFmHdunV4+umne5yzlStXIi8vD2lpabjxxhuxa9eufve5c+dOrF27Fna7HVlZWbj++ut7/P6WW27p8f23v/1tVFRU4Oc//zl+9rOfDTjeJUuW4NChQ6Gv3vtWC2UkEUKIAXQf2A8AsM+ZHWVLlYn+G9f+MpK6P94PCALSrrgi9DPbpEkY/Y+/49JPfoqG32xA85+fRd63voXcL98OFnZzTFKXjzKS4iakm+G51KX3MAghKgtmc/QXSPJ4/OWsoiiGSoho1TZiJMmQkTRQ5pBWOOd9ysmefPJJ7N27F2+++SbKyspw6JC/1Ubv7QYqQxvod+kRqhFuvfVW3H333XKHrim6EySEEANwHPgEpoICmEtLE3rcYLNt7u0nkHTgAGyTJkHMzOzxczE7GyW/fgwj//J/sM2Ygfqf/xznvv4N+JzOhIyZ6Iu7JQjUIykupqF2SO1u+JxU3kZIKukdSDKZTJgyZQoAf7lbUDAriTKSiJEIggCfz9dn9cHBbvny5Xj55ZfRFOgR2tzcjIqKCsyfPx+PPPII8vPzcf78eQDAli1b0NzcDIfDgVdffRWLFi3qd59XXnklNm3aBIfDgY6ODrz++usRj3/69OnQv998802MHz9exf+72FFGEgmZd+1ovYeQdBZ88faEHo/mqKdEn//e8r9zryr74Zyj+8ABpM2elfAGesFm25B6vqHlbjcchw8j55ab+38cY7DPmYPhs2ejbdOruLR+PS7867+h9He/NWxmklrzlYyyVoxUZT9c4oDEqdl2nMQs/4p3vi4PBFv0WzG15o8Q4rds2TJN9tu7tI0xhptvvhmNjY3Iy8sLbWc2m+F0OiGKIkwmejtGjCGYFSdJkirPS62us0SbOnUq1q9fj6VLl0IURVxxxRVob2/H6dOnwTnH8uXLMXPmTBw6dAiLFy/GHXfcgTNnzuC2227rtz8SAMyaNQu33HILysrKMHLkSCxZsiTi8Tdu3IitW7fCbDYjJycHzz33nFb/q4rQKxcJEc30SYhSpgS/YaY56inR5783waLO8ueeCxfhra2Ffba2/ZD6FaHZtrexEdzphGXcuAEfzhjDkBvXgrucqH34EVz6jx9j2H//l2FWlAin1nwlI2ZS57Wj/vf+1G3BRoGkeATng3vllRCoNX+EED+tgje9M5KCgr1VgoIZSeGBJG8/vQoJSaRgIEmt8rZUCpLeeeeduPPOO6NuV1BQgI0bN8ra5/r167F+/fo+P9++fXuP7zds2CBrf4A/eNc7gPfss8/KfrwSqTO7JG5njzYCAEZNz4+yJQmqPPgxAGDMFXNV3zfnHI72Njg62tHd1oqLn5aj8uAxuLs7MWHBXEy/6rPIyM2LvqMUpuX5l6MzsJpCsEF2rBwHPwEA2GfPintMSgUzknivG1ipvR2Av4xNjpwvfQnepmY0btwI07AiFNx3n7oDVYFa85WMHOXNAIC0Sbkx74N7ffBc6AQACJmDNyinBhb4UIB75N2sqzF/hJDLPv30UwDAhAkTVN1vpEBSb+GlbRRIIkYRfN6q1XBbq+uMGAMFkkjIpTNtACiQpMSFk8cBqB/IOLN/L3a//Bc0VFf1+LktswCi2Yrdr7yIvZtexrg5n8HkJcswdvZ8VY+fLLQ6/3J17z8AQIVA0qHDYHY7rDrUPIdWbet10yC1BQJJWfICSQCQ/+174Km9hKYnnoRl+AgMuXGtauNUg1rzlYzcZ/2v77EGIriPo/ml8tD31jHynxekL6UZSfHOHyGkp3PnzgHQLpAULSuXMpKIEQUzkmprazF6dPztNLS6zoxq3bp1WLduXY+fNTU1Yfny5X22fe+993qUuyq1efNm/OAHP+jxs9GjR2PTpk0x71MpCiQRYiBetxvvPPEbnNr9AXKGleDKL38VGbl5SMvMQsGoMTj8nj9rbPLCdOx//R84vW83Tu3Ziflrb8GiW75syHIiEp3j8GGkTZsGpkcKcITSNqnd/8ZVzM6SvSvGGIb95CfwXryISz/5CSwjR8A+O8Gr0BFNuGs64DjmbzKZ/7VpEDMoIykeSgNJhJDk0LtHUqSmxZZAqbUoisgMLGiRSmVAJDkFn7fPPfccfvjDH8Jms+k8ouSXl5cXWtFNTatWrcKqVatU368S9IpFiEFwzrH5yQ04tfsDLLz5dsy74YsQ+9xU+ANJQwqLsOLr9+CqdXfhvT/9Hns3/T+01F7E6rvvg9lKL/rJxOd0wllejryvrNPl+JFK23zB0rYs+YEkAGBmM0p+/WucveVW1Hz3Poz+x99hLixUZ7BEN507akL/DjaKJrELlbZ5aWUcQlKJ0tI2q9WKhQsXwmq14oorrtB8fIQMJJiRBADd3d2GCiRxzukDc5XFuzofdW8kxCA+/H//h/IPd2Dxrf+CBV/4Uj9BpL5Ekwkr7/oOlty2Dp9+tAsv/vsDaL54IQGjJWpxnjgJeL1ImzlTnwEEbxp6NVYMlrYJMnsk9dhldknkuhwAACAASURBVDZKH98In8OBC/92P7jHE/cwiX68rS44jjeFvpezyhgZ2OUeSer0oSCEGEMsgSRRFDFv3ryojyFEa+HPQafTqeNIerLZbGhqaoo78EEu45yjqakprmAh3Q0SYgCHt7yFvZtexvTlqzDv819U9FjGGObdcBOGjhyNtzb+Cq/8bD3u/MVG2DIyNBotUZPjyGEAgG3GDF2Oz4KlbX2abbcBogghPT2m/VrHjsWwRx7BxQceQMPGx1Hwb/8a91iJPtrf6dmrjVEgKX4mykgiJBXJDSQFy9gsg3g1UWI84RlJRgoklZaWoqamBg0NDXoPJaXYbDaUlpbG/Hi6GyQhC9aO1XsISWfJbevi3kdHcyN2/N8zGDVzFlZ87Z4B0zYHmqPRZbPxhR89jL/+xwN475kncM13vx/32IxOjfMfj4Lv3R/3PpzHT8BUVARzQYEKI1IuWNrWt9l2G8TMzLjSiLOvvQbdez9C01NPIf0z85G+YEE8Q42bGvOVrLJXx940U0g39/ieWehT83gFeyRB5qpt8cwfIaSvFStWqLavxsZG7NmzB/X19cjN9TfEjxZICmZWWK1W1cZBSLzUDiSpdZ2ZzWZVmn8TddHdICE62/Xic/BJXiz/2j0Qwl7AY1E0djw+84VbUf7hDhzd9q5KIyRacldUwDpWxyCuGOyR1DOQ5Gtrh6Cg0XYkhQ89BMuoUbj4o4cgBfoukeTic0oQsyyhcizqURA/ZvKfQ2q2TUjye+GFF3DgwAGcP38ehw/7s4yjBZKCmUsUSCJGEv689VBbAhIFBZJISOXBBlQepJRBJU7v243T+3bH/PiWSxdwYuc2zPrcDRhSWBR1ezlzNH/tzRgxvQzv/+lJ1J+tjHlsySDe8x+v9i1b0L5lS8yP5z4fXFVVsIwdo+KolAmuFMel3qVt7RCz4l/iXUhLQ/Evfg5vQwPq/vt/4t5fPOKdr2TmONYIx7HGmB7rc3rB0kwofGAOht6tUy+vFHO52ba8QFI880cI6evkyZM4efKkKvvy9ioNB4CxgQ+ICiMsNhHMSAr2SiLECMIzktQIJKl5nRHjkRVIYowVMcbmMcYWBr+0HhhJvLqz7ag7SxkDStSe+RS1Zz6N+fGHNr8JQTRh1udukLW9nDkSBBHXfPf7sGVk4I0Nv4Db6Yh5fEYX7/mPl/PIUTiPHI358d5Ll8AdDljH6JeRxMQIpW3t7YpXbIskbfp05H31q2jbtAndBw6oss9YxDtfycxd0wF3TUdMj+UuCYJVhCnbCutIdZ4Tg11otUSZpW3xzB8hpK8LFy7gwgVtFidhjGHGjBl48MEHUVJS0u82cnspEZJIamckaXmdEf1FffVijP0XgH0AfgbgPwJf/67xuAhJeW5HN45t34KJCxYjIydX1X3bs7Lxue88gJZLF7DzxedU3TdRj6vSnzFm1TEjCaFm271L29ogqlDaFpR/97dgGjYMtY/8J7hEK1UlC3dNB1xnWgEqZ1MVExkgUGkbIako+GbcbrdH3CaYkUSBJGIkamckkdQm59XrCwAmcM4/yzlfE/j6nNYDIyTVffrRh3A7HChbdY0m+x8+dQZmrliNI1vfQXtDvSbHIPFxVVQAACw69kgKZUb0U9omqJSRBACC3Y6CB74H16lTaH/rbdX2S7TVvvUcAMBdTdmqamMmQXZGEiEkecjpIxfchgJJxEiCqwkCFEgi0cl59aqSuR0hRIFTe3Yiu6AQw8ZP0uwY89feAsaAj/7xkmbHILFzV1RCHDIEplx1M9KU6K+0jXOuWo+kcFlr1sA6YQIaN24E76enBDEeU64NAMBs8S0EQPpiJoEykghJAcHsoiA5waE1a9Zgzpw5GDdunFbDIkSxYcOGYc2aNQAokESikxMg6gBwkDH2OGPsseCXnJ0zxlYzxk4xxs4wxn4YYZubGWMnGGPHGWMvKhk8UZdoYhBNVL6ghGg2Q4yhUWJ3exuqjx7ChAVLFK2ApHSOMvPyMWPFGhzbvhXNF2sUj9PoYj3/amEWC5jFEvPjXZWVumYjAei3tM3X1Q1IkqqlbQDABAFD7/su3NXVaP7LX1Tdt6zjxzlfSU0U/F8KBTNmCr5FTbbVpigjKcb5I4T0TxTFHmU8apITSMrMzMS1117bIwOEEL0JgoD58+fDbrf320ReKS2vM6I/Oa9e7wS+FGGMiQAeB7ASQA2Ajxlj/+ScnwjbZjyAHwFYxDlvYYwVKD0OUc+863Ts05KkFn7x9pged+bjPeA+HyYuWKLocbHM0WduvAXHtm/Frpeex/X3P6T48UYW6/lXy9Dv3BvX492VlchcsVyl0cQmWNqGsNI2X3sbAKha2haUcfXVyFi2DA2/2YDMq6+GZcQI1Y8RSbzzlcyyV46M6XE+pxemAjvMRekqj4gIWRZIrU5Z28Y6f4SQ/l111VWa7VvJB4SEGJEgCH0y7WKh5XVG9Bc1ZM45/xOA5wB8GPh6LvCzaOYBOMM5r+ScuwG8BKD30lTfAPA457wlcCxq5EIGhaqD+5E1tAAFo7QP3tmzh2DudTfi9N7duq5wRnqS2togtbTAMmqUruMIlraFZyRJ7f5+OGqXtgH+G+yih38KZjbj3De+Ac+lS6ofg6iHuyUwC2XCaMFcYIe3IXVX1SRksAiuwBbkcNB1TZIbY6zP85qQ3uSs2rYEwBkAfwLwDIBPGWOLZOy7BMD5sO9rAj8LNwHABMbYh4yxjxhjq+UNm2jh9Md1OP1xnd7DSCrlH+5A+Yc7FD3G55Nw/sRRjJhWpvhTq1jnaPY1N8CWkYk9f/+r4scaWSznX01tb76JtjffjOmx7upqANA9kIRAWn14s22pLRBIUrm0LchcWIjhf/gDpMYmVN/+5dDqdVqLZ76SXffhenQfVv5ZDff4wMwUSNKCkGmB1O2R9alvrPNHCOnf0aNHcfToUVX2pUYJECFGIgiCKoEkNa8zYjxy7g5/DeBznPNFnPOFAK4BsEHG4/p7h9z7bskEYDyAZQC+BOCPjLEhfXbE2F2Msf2Msf0NDQ0yDk1i0VjTicaaTr2HkVQaqqvQUF2l7DFnq+Dq6sKIaTMUHy/WObKk2THn2rWo/OTjlMpKiuX8q8lVfgqu8lMxPTYUSBqpb8kKC/ZykMIzkvylbaIGpW1B9llXYMSzz8LncuHsl25D5wcfaHasoHjmK9l5LnXBc6lL8eP8gSTqb6AF0W4GvBzcHf1mPdb5I4T0r66uDnV16nx4Sk2JSapRK5Ck5nVGjEdOIMkS3teIc34SgJxupTUAhod9XwrgYj/bvMY593DOqwCcgj+w1APn/CnO+RzO+ZyhQ4fKODQhxnXu2GEAwPCpygNJ8ShbdS0saXYcfOf1hB6X9M9ddRZgDOYE9gjql6mfZtud/jesQmampodOmz4No176K8zDhuH8Xd9E+1tvaXo8ohz3SGAmykjSgmD3X3u+LnoTSkgy651VOHfuXJ1GQog61AokkdQm5+7wE8bYHxhjiwNfTwA4KONxHwMYzxgbzRizALgVwD97bfMqgKsAgDGWD3+pW2JqHAjRybnjR5BbMhwZOYld8t1qt2Py4qX4dO9uuLrpk229uaurYS4uhqDzKmKhHklhpW3c6e/vIKSlaX58y/DhGPXSX2GbOQO1j/wnvM3Nmh+TyMc9PuqRpBFmCVx7HinKloSQZEKrVJFkR4EkIoecu8NvAagA8CCAH8Af6PlmtAdxzr0A7gWwGcBJAC9zzo8zxh5hjF0f2GwzgCbG2AkA2wB8n3PepPx/g5DkwDnHpU/LUTp5qi7Hn3bVZ+F1u3TtK0T83GfP6t8fCZcDSeGlbT6ny/87my0hYxBsNhT/7GeQurrQ8NvfJuSYRB6fx0cZSRoJnlfujX9lHEKIcQgCvWaS5KbWqm0ktZmibcA5dwL4ReBLEc75WwDe6vWzH4f9mwO4P/BFdGZJo09QlLKk2RVt31p3Ca7uLhSO6VPBKfN48c1R4ZhxGDpiFI6+vwUzV34urn0ZgdLzrzYhIyOmx3HO4a6uRnZZmcojikGo2fblT564y78kuWC1JmwY1vHjkbVyJTq2voeiH//4cu8mFcU6X6mAWaP+ue8X9/ggWOhvgxaYyd9KMvzai7htjPNHCOmfVcO/b5SRRJKdWqu2aXmdEf1FvDNhjP2Vc/4lxthB9G2SDc75LE1HRhJu9upReg8h6cxfe7Oi7esqTgMAisbGFkiKd44YY5h29Wex7dmnUH+2EgWjxsS1P70pPf9qy//mXTE9Tmpqgq+zU/dG20B4RtLl0jafwwmIIpjZnNCxpF+5BO1vvQXnyZNIm3o5a497PHBVVsE2cUJc+491vlJB1lXDo2/UD+6RAFq1TRvBjCRP9Jv1WOePENK/JUuWaLZvykgiyU6t0jYtrzOiv4Fe6b4f+O9NAL7YzxchRKG6qgqIZjPySvVrsDx5yVUQzWYc27ZFtzEMdp4LFwAA5uGlOo8EQLBHUlizbe50JjQbKShj8WIAQNfOnT1+3vLXl1B1443UPynBuI8DXg6BAkmaCJUMSlQ+QEgqoYwkkuyoRxKRI+LdIee8JvDPiwAqOecVge8nAqjWemAk8cr3XEL5nkt6DyOpHN/xHo7veE/29nUVpzF05GiIptjKFNSYo7SMTIybuwAnd26D1+2Oa196U3r+1da66VW0bnpV8eM8tf6lUM1FRWoPSTHGGCCKPZpt+1zOhPVHCmfKz4dt6lR0ftAzkNS1Zw8gSXBXx/enJ9b5SgVdB+rQdUDZErzc67+JZBRI0sTlHknRb9ZjmT9CSGSHDh3CoUOHNNk3ZSSRZKdWIEnL64zoT84r3U4AaYyxYQB2ALgbwDOajorooqW2Gy213XoPI6k0XziP5gvnZW3LfT7UVVXE3B8JUG+Opi1bAWdXJyoPfhz3vvSk5PxrwV1ZCXel8oUmvXW1AACTAQJJQKC8TQrPSHKB2fSpa89YuhSOQ4fgbfKvu8B9PnQfOAAA8NRciGvfsc5XKvA2dMPboOy1I1hyRc22tRHqkSQjkBTL/BFCImtsbERjY2Pc++mvITFlJJFkp1YgSa3rjBiTnLtDgXPeDeALADZyzq8DMEPbYRGSetrq6+B2dKNw9Fi9h4IR02cifUgOTnywTe+hDEqeujowiwXikCF6D8XPZOpR2uZzOSHY0nQZSubqVYDPh44t/tJL1+nT8LW3A/CXBF743gNofOppXcY22ASXpWfUbFsTTJSfkUQIMab+AkmUkUSSHa3aRuSQFUhijM0FcBuANwI/o7tKQhRqqb0IAMgpLtF5JIAgiJi0aCmqDu6Ho6Nd7+EMOt7aOpgKC/1lZQbAepW26ZmRZB0/HpaxY9H+1tsAgO6P9/vHaLHAXVWF9nffRed7+pUzDiahjCQqbdNG8Lx66WadkGTVX9YGZSSRZEc9kogccu4O7wfwMIA3OefHGGNj4C93I4Qo0BoMJBUV6zwSv8lLroJP8uL03t16D2XQ8dTVwlxYqPcwQpgoAuEZSU4HBGvieyQB/p5NWatXo/vjj3HxofVo+sMfYCoeBuvkSejctQvweOCqqqJPyhLAW+8vpRKzLDqPJDUxMVDaJtHNOiHJijKSSCpijFEgiUQV9ZWOc/4+5/xznPNHmf/j8zrO+T0JGBtJMFuGGbaMxC73nezSMrOQlpkla9vW2ksw29Jgz469nEnNOSoYNQZDCofh9L7kDSQpOf9aEHNyIObkKH6ct67eMP2RAPhL2wzSIwkAsteu9QeOPvgA1vHjUfKLX8BSUgIp0DfJ194OKYaa+1jnKxUIdjMEu7LXDm+TEwBgLsnQYkiDnpJm27HMHyEkMrvdDrvdHvd+qEcSSUVqZSSpdZ0RY4q6dBRj7HkA9wLwAtgPIJ8x9j+c88e0HhxJrCtW6rckfbKac92Nsrdtqb2IIUXD4ipnUnOOGGMYN28BPnnrNTi7OmFLT743i0rOvxbyvvoVxY/hnMNbWwvTZ1dqMKLY9C5t87mcMGdn6zYeS2kJxvzjHz1+1rnjgx7fuyoqYRo6VNF+Y5mvVJF5Zanix1xutk1virSgJJAUy/wRQiJbuHChKvuhjCSSitQKJKl1nRFjkvNKN51z3g7g8wDeBVAKYJ2WgyIkFbXWXkJO4TC9h9HD+HkL4ZMkVH6S3Ku3JROppQXc44G50DgZSb1L2/wZSfqUtkViLvH3FjMX+0tDXZUVeg5nUOBeHyBcLsEiKguWtlGPJEKSFmUkkVTEGKMWAiQqOYEkC2PMBOAGAK9yzt0AqGgyBR3feQHHd8a3vPZgc+S9d3DkvXeibueTJLTV12FIUXyBJLXnaNi4CcjIycWZj/eots9Eknv+tdLy8stoefllRY/x1tUBAExFxumR1Le0zQnBaIGkUn9GRvrSKyHY7XBXVineRyzzlSo6911C575Lih7DPT7KRtIQYwwwMUBGRlIs80cIiezAgQM4cOBA3PuhjCSSitQKJKl1nRFjilraBuCPAM4BOAZgB2NsBIBOTUdFdNHe6NR7CEmnra5W1nYdTQ3wSV4MibPRttpzxAQBo8rm4NOPdkHyeiGa5LwkGIfc868Vz/ka5Y+p9Y/ZcM22e5S26dsjqT+WUaMAxpA2YyacR4/BHUNGUizzlSqkZuWvHdzrAzNTNpKWmCjIKm2LZf4IIZG1tLSosh9atY2kIrUCSWpdZ8SY5DTb/jXnvJhz/lnuf0adB3C19kMjJHW0XDLWim3hRl8xG25HNy6dLtd7KIPC5YwkA5W2mUTw8NI2h36rtkViKS3B6L//DdnXXwfr2DFwVVTqPaSURxlJ2mMmeYEkQogxUUYSSUXx9HMlg0fE9APG2Jc4539ljH03wia/1WhMhKSc1kDmTLaBggdBI6bNBBMEnD38CUonT9N7OCnPW18PCAJMeXl6D+UysWdpmz8jyViBJACwTZkCALCMG4e21/4Jqa0Noo5NwVOdPyOJ3hBpyR9Ioj4UhCSrYCBpyJAhaG1tBUAZSST5UY8kIsdAd4jBNZKHRvgihMjU0VgPQRSRPsR4S4/b0jNQPGEyqg5SDXMieOrrYcrLAzNQGaG/2ba/tI17PIAkQTBYaVs424QJAADX6dM6jyS1+TOSKJCkJWZi4BJlJBGSrIJvthcvXoyCggIAlJFEkh8FkogcEd/JcM5/H/jvfyRuOERP6UOM+8bRqDJy5WWVdDQ1IiM3D4IQ36dUWs3RqBlX4MOX/4Lu9jbYs5Inw0Pu+deKKYY+R976epgCN5uGYRLBA30efC4XAIAZrLQtnHXiRACA89Qp2OfMkf24WOYrVYhZyl87uNcHUEaStkwC4IkeSIpl/gghkWVmZqqyn+CbbUEQQuVAlJFEkp1agSS1rjNiTFE/Eg80174XwKjw7TnnN2o3LKKHGVeV6j2EpHPF6utkbdfR1IjMvPy4j6fVHI0MBJLOHT2ESYuWanIMLcg9/1rJ/fLtih/jrW+AeVh8q/epjYmmULNt7vQ39RXSjBtIMhUWQsjKgutTZRlJscxXqshYqLw/G2UkaY+ZBHAp+s16LPNHCIls/vz5quwn+GabMRYKJFF/GZIK1AgkqXWdEWOSU1vxTwDPA9gCgPKvCYlBR1MDho2fpPcwIiocOw7W9HRUHz2cVIGkZOStr0fazJl6D6MHJgihZts+p/EzkhhjsE2YANepU3oPJaVxrw9CmnFKMFMRNdsmJLkFV20LDyRRSRBJdlTaRuSQc4fo5pw/pvlIiO6ObPMvjU2ZSfIdfOd1AANnxnCfDx1NTZjwmfgzkrSaI0EQMWLqTFQfPQjOedJ8mibn/Gup+S8vAJCf6cLdbkjNzTAVGKzNnMnk740EgDsdAGDoHkkAYJ0wAW2vvQbu84HJ7EehdL5SSedu/8qRijJbPD6wTMpI0hITmaxAUkzzRwiJaO/evQDiz5joLyOJ3oCTZKdWIEmt64wYk5xA0u8YY/8OYDMAV/CHnPMjmo2K6KKr1RV9I9JDZ3NT1G2629vgk7yqlLZpOUcjZ5Th9L7daLl0EbnFJZodR01yzr+WvHV1yrZvbAQAw/VIYqII7vAHkEIZSQZctS2cdeJE+Lq64Ll4EZZSeYFVpfOVSqR25a8dtGpbApgE8G5P1M1imT9CSGQdHR2q7IcCSSQVqRVIUus6I8Yk5w5xAoBvA/gNgMcDXxu1HBQhqaSjyR88yMwzWBZKLyNnzAIAVB/5ROeRpC5vfT0AwGywQBJMIrjkL23jLn+PJGY1dkaSZfQoAIC7ulrXcaQy6pGkPWYSAC+96SQkWYUHkubOnQsAyM3N1XNIhMSNMYauri7s2bNH76EQA5OTkXQzgFGcc/o4jJAYdDQ1AIAqGUlaGlJYhCGFw3D2yEHdm1inKk8gkGS8jCRTKJDkCzbbNnhGkjmwApu3vkHnkaQu7pUoI0ljzMTAJeqRREiyCl+1bfr06SgrK9N5RITEL5hdt3nzZixYsEDn0RCjknOHeAQArd1HSIxCGUn5xs5IAvyrt50/fhSSN3qpBVEuGPQwXiBJBLyBVdtcxm+2DfhXbgMGd7ma1riHU0aSxqjZNiHJLTwjiZBUEf58drvdOo6EGJmcjKQ8AOWMsb3o2SPpRs1GRXSRlW/sN45GlF1YFHWbjqZGmMwWpGVmxX08redo1MxZOLzlLVz8tBzDp0zX9FhqkHP+tWQerqzpube+HjCbIebkaDSiGIWXtgUzktKM/Xog2GwQsrPhrZcfSFI6X6lEzFU+n5SRpD1mEsA90QNJscwfISSyHJX+Doev2kZIqgh/Pnd1dcFiscS0H7WuM2JMcgJJj2o+CmIIU5ckR4NlI5mxfHXUbToaG5CRl6fKTYbWczR86gwwQUD1kYNJEUiSc/61lHPzzYq299bXwzQ0X/YqY4niL23zZyT5HMEeScZ/42ouGApPXb3s7ZXOVyrJmDdM0fZc4oAPlJGkMXGIFb5OD3xOLwRb5FsypfNHCBnY7NmzVdkPZSSRVBdPRpJa1xkxJjmBpN0AnJxzzhgbC2AigHe1HRYhqaOrtQUZOXl6D0MWq92OonETcO7YYb2HkpL8gSTjlTj6S9sCPZJcwR5Jxm62DQCmgsJQA3OirmC5FQWStGUuSgcAeBscsAynLgKEJBsKJJFURKVtRA45d4g7AaQxxoYB2AHgbgDPaDoqoouDW87h4JZzeg8jqex//R/Y//o/Btymq60V9uwhqhwvEXM0YupM1Fachqu7W9PjqEHO+ddS0zN/RtMzf5a9vbe5GaZcAwYVe5S2BXokGbzZNuDvk6SkR5LS+UolHR/UoOODGtnbc4//+UClbdoSs/0BW6l94PVMlM4fIWRgu3fvxu7du+PejxT420mBJJJK1AokqXWdEWOSc4cocM67AXwBwEbO+XUAZmg7LKIHZ6cHzk5qsqyEo6Mdjo72AbfpbmtRLZCUiDkaMW0muM+HmpPHND2OGuScfy1JLS2QWlrkb9/cDDHXePXi4aVtPJiRZE2CjKTCAngbG8EDjcKjUTpfqcTX7YGvW/5rBw8sSU8ZSdoSs/x9J6T2gW/Ulc4fIWRg3d3d6FbhA7NnnvF/ti4YrGSdkHioFUhS6zojxiQrkMQYmwvgNgBvBH4majckQlKH1+OBq6sL6SoFkhKheMIkmMwWKm9TGecc3pYWQ2YkMVNYaZvTBYgimNms86iiMxcWAj4fvE1Neg8l5VBGUmIwi/92Sk7DbUKIcVFGEkklVNpG5JBzh3g/gIcBvMk5P8YYGwN/uRshJIrutlYAgH1I8gSSTBYLiidOxnkKJKnK19EBeDwQc3P1HkpfoqnHqm1CEpS1AYCpoAAAqE+SBoIZSaCMJE0FM74okERI8gn2RwIokERSS/jz2eOhbFjSv6h3iJzz9znnn+OcPxr4vpJzfo/2QyMk+YUCSdnGK2cayPCpM9Bw7qyuZWOpRmpuBgCYDFnaJgKB8jCf05kU/ZEAf7NtAIr6JBF5QhlJFgokaYmJDBBYqLk5ISR5+HyXr1sKJJFUQhlJRI6oq7YxxsbBn5U0Knx7zvlntRsW0UNOkV3vISSd3JLhA/4+GEhSq7QtUXM0fMp0AEDNyWMYP29hQo4Zi2jnX2uWMWNkb+tt9vfmMWJGEjOJ4IEbYu50JkV/JAAwF/ozkjwyA0lK5ivVmIYqe+3wdfk/gRSsVMmuNWYSomYkKZ0/QsjA8vPz494HZSSRVKVWIEmN64wYV9RAEoC/AfgTgL8AkLQdDtHTpAXD9B5C0pm6dPmAv+9q8wcP1Gq2nag5Kho3HiarFeePHzV0ICna+dfakLWfl72t1OLPSBJzjBdICpa2SZ1d6PzwQ9gmTNB7RLKIeXmAIMDb2ChreyXzlWrSZxcq2r7puRMAAMEm5zaBxIOZo2ckKZ0/QsjAysrK4t4HBZJIqlIrkKTGdUaMS84doo9z/jvNR0JICupuTb4eSQAgmswomTgF508c1XsoKcObBKVtTX/6I6TGRgx9fKPeQ5KFCQKEzEz42jv0HkrKYhRI0hwzidQjiZAkFF7aRqu2kVRFpW0kEjmveq8xxu5ijA1ljGUFvzQfGUm4A++cxYF3zuo9jKSyd9PL2Lvp5Yi/725rhSUtDWaLOqVCiZyj4VOmo/HcWXS3tyXkeLGIdv611viHp9D4h6dkbSsZuLQNJhHgHC0v/hWZK1cgbeZMvUckm5iZCUlmLy8l85Vq2redR/u287K25b7Ln7ILNipt0xozC1EzkpTMHyEkup07d2LnzvjWDqKMJJKq1MpIUuM6I8Yl56PGrwf++x9hP+MARqg/HKInt4MqF5VyO7oH/H1XW6tqZW3+4yVujoZPvdwnacL8RQk7rhLRzr/WfJ2dsreVmpsg2O2GXBGNif4/Bb62NlgnTdJ5NMoImZnwdcibByXzlWq4yyt/Y8kf1LCMzKLStgRgpuilbYrmjxASlcvlinsfFEgiqUqtVdvUSY6HUgAAIABJREFUuM6IcUW9Q+Sc69vNlpAk1t3WmnQrtgUVjhkPs9WG88ePGjaQlEy8zS3GzEaCv7QmSFQx8JkISjKSiDzBMqu06dQkMyHMVNpGSDKiVdtIqqJV24gcsj5qZIxNAjAFQOijdM75i1oNipBU0d3WitySUr2HERPRZELJpCk4f/yI3kNJCVJzs2EDSRDDAklJ1s9LyMyE5zyV/KiJS/5P2ZmJen4kAjMxIEpGEiHEeCgjiaQqCiQROaLeJTLG/h3AUwCeBLAGwG8A3KTxuAhJCV1JnJEEAKVTpqOp5hy621r1HkrS87Y0w5RjzOdCsLQNAMTsbB1HopyYmQmpk5ptqymYHcNM9MYoEZgpeo8kQojxUEYSSVUUSCJyyMlIugVAGYBPOOd3MMaGAfiDtsMiesgvzdB7CEln6MjREX/nkyQ4O9phz1KvN32i52jE1BkAAn2SPrM4oceWY6DznwjWSRNlbys1t8A20aD9h8TLnykkXUZSlvxV25TMV6oxD0uXvS2XgoEkykhKBGYS4OscuAeFkvkjhERXWFgY9z7CM5Jo1TaSStQKJKlxnRHjkhNIcnDOJcaYlzGWCaAWwBg5O2eMrQawAYAI4I+c8/+JsN1NAF4BMJdzvl/e0Inaxs+li12pSYuWRvyds8vf2DctU71AUqLnqGD0WJisVtScPG7IQNJA5z8Rsq+5RtZ2nHNITU0Qc5MgIyknuQJJYkYmfJ2d4JIEJg68wpjc+UpF9pkFsre9nJFEb4wSQc6qbUrmjxAS3fTp0+PeB5W2kVSlViBJjeuMGJecu8SDjLEhAJ4BsB/APgCfRHsQY0wE8Dj85XBTAHyJMTaln+0yAXwXwF4F4ybE8ByBBsA2FQNJiSaaTCieMBk15cf1HkpS83V1g3s8xi1t69FsO7lK24SsTACAr6tL55GkkECPJFAgKSGYSaBm24QkISptI6mKStuIHAPeJTL/s+innPNWzvnjAK4B8E3O+b/I2Pc8AGc455WcczeAlwDc0M92/wngFwCcyoZO1Lbv9Urse71S72Ekld2vvIDdr7zQ7++cHf5ym7SMTNWOp8cclU6aiobqqlCGlZEMdP4ToeF3G9Hwu41Rt5Na/T2mxByDN9sWRQgZyVXiKgYCtZKM8ja585WK2rZUo21LtaxtqUdSYsnJSFIyf4SQ6LZt24Zt27bFtQ/KSCKDgcfj6RE0VUKN64wY14CBJO5/hXwj7PsznPOo2UgBJQDCl9KpCfwshDF2BYDhnPM3QHQneTkkL4++oYH5JB9aartQU96MmvJmtDU4evyhV5vk8UDy9N/bIpiRpGZpmx5zVDp5KsA5Lp46mdDjyjHQ+U8E7naDy/ikRmppAWDcsrFgaZuYnZ10N8NCpj/w5ZPRcFvufKUkyef/koF6JCWWrIwkBfNHCIlOkiRIkhTz47u6unD27NnQ98n2t5OQgfR+Pnu93pj2E+91RoxNTo+kfYyxWQoCSEH9vaKG3gEzxgQAvwawLuqOGLsLwF0AMGLECIXDIKnO7fSi6nAjzh5tRPWxJnicPV+wsvJtGDe7EOPmFGDocPWyg6JxdKofSNJD0fiJEEQTak4ew5hZc/UeTlKSWgOBpCHGLm1LtkbbACBmBTOS2nUeSeqgHkmJJScjiRBiLM888wyamppC31MgiaSS3s9nt9sNi8Wi02iIUUUMJDHGTJxzL4DFAL7BGKsA0AV/gIhzzmdF2XcNgOFh35cCuBj2fSaAaQC2B56sRQD+yRi7vnfDbc75UwCeAoA5c+Ykd8oMUY0k+fDxG1U4sq0GHqeEtCwLxs8uwLDxQ5CRYwM4R2u9A5UH63Fwyzl8srkaY2cNxcIbxyErP03z8QVL22yZiQteacFssaJo7HjqkxSHy6VtBg3UiMkbSBIC15evQ97KbSQ6ykhKLGYSAImD+ziYQG9GCUkG4UEkgFZtI6klWM1htVrhcrmoTxLp10AZSfsAzALw+Rj3/TGA8Yyx0QAuALgVwG3BX3LO2wDkB79njG0H8ACt2kbkaLrQie0vlKO2sh3jZhdgxlWlKBqT3ecmvHQSMO3KEji7PDiyrQYH363G2SNNGDenAKWTclA0JhtDCuyajNHR2QHRZILZatNk/4lUMnkqDrzxKjxuF8wWq97DSTqh0jaDBmqY6XJpW7IRA4EkiQJJquFearadUMHzLPkAYeCVBwkhxkQZSSSVBJ/PJpMJLpcLHh3bSBDjGiiQxACAc14Ry445517G2L0ANgMQATzDOT/OGHsEwH7O+T9j2S/RTuGo5CjBOvbBBXzw0qew2ESs/NoUTJhbFPUxtnQz5l07GlMWDcO+16tQdbgRpz6qBQDkFNmx6KbxGDktT/FYisZNiPg7R3s7bJlZqt5c6DVHJROn4OPX/oba06cwfOoMXcbQn4HOfyLYZshb1lRqbQUEIVSGZTQsFTKSZDTbljtfqchSqiAz0kvNthOJmf2BJO7xgZn7DyQpmj9CSFQlJSXRN1KAAkkklYQHkgDEHEhS+zojxjJQIGkoY+z+SL/knD8Wbeec87cAvNXrZz+OsO2yaPsj2hpzxVC9hzAg7uP4+K2z+PiNKoyclofl6yYjLUNZvW5Gjg1X/8tk+HwcLZe6cOHTVhzfeQFvPH4Yi28aj5nLh0ffSZjx8xZG/J2zs13VFdsA/eaoZOIUgDHUlB83VCBpoPOfCFkrV8raztvSAjErKxSwMZxgs+0kDCRdzkiK3iNJ7nylorRp+dE3CuBeKm1LpOB5HqhPkpL5I4REN3nyZFX3R4EkkkrUCiSpfZ0RYxkokCQCyED/TbMJSSjOOTb/8TgqPqnHxM8U4ao7JkEUY3+TIwgMeSUZyCvJwORFw7D1zyew65XTAKA4mBSJo6Mj6fsjBdkyMpA/fCQulJ/QeyhJSWpphZhjzEbbQFiz7SQsbWMmE5jdDl9Hp95DSRkUSEqsUCAp2spthBDDEAShx5LoFEgiqUStQBJJbQMFki5xzh9J2EiI7vZs8lcxLlg7VueR9HVi10VUfFKP+dePxuw1o1T9g222iFj19al494/HseuV08gpsmPEVHllbjtffBYAsOS2dX1+5+zsQG5JqWrjBPSdo5JJU3Hig/fhkyQIBsmsGej8J0L9r/yJmQXfi5i8CcBf2mboQFISl7YB/qwkORlJcucrFbW9UwUAyF49Ouq2FEhKrFBp2wAZSUrmjxAS3datWwEAK1asiOnxve9DKZBEUolagaR4rzNibAPdJdIrIjGErlYXdv/9DEomDsHs1eoGkYIEUcDyr0xBbnE6tj57At3t8a9O4OhoR1qGMXvixKJk0hR4nA40VFfpPZSkI7W0GDtIEyptS76MJAAQszIpI0lF3O3z3wGIdBuQCJSRREjy6b1KG63aRlJJ8PlMGUlkIAO96i1P2CgIGcCeTRXwen246suTNF0a2Z+ZNA2ubi/2/ONMXPvinMPZmTqlbUCgTxKAC6dO6jyS5CO1tEDMMW4gyTJ6FNJmzULaDOP0v1JCyJCXkUTk8Tm9YDYTfcKeIHIykgghxtI7cESvlySVBJ/PYiBjnQJJpD8RA0mc8+ZEDoSQ/tRWteHU3lqUrRiB7KF2zY+XW5yOshUjUP5RLS5VtMW8H7ejGz5JUr3Ztp6y8ociM38oLpyiPklKcM4htbbCZODSNlNODka9+ALMxcV6DyUmQlYmfG0USFILd0oQbMYoXx0M5DTbJoQYCwWSSCqjHklEDsrDJIbFOceHr5yBPcuC2atHJuy4s9eMhD3bgr2vVcS8D0eHfylyW2bqlLYB/qyki+XHwTnXeyhJg3d3g7vdxi5tS3JiZhakTiptU4vP6YVgHaiFIlFTKCOJStsISRoUOCKpLPj8NpvNACiQRPpHd4okZNg4Y/VHqTzUgNrKNiy7fSIstsQ9VS02E2Z9diR2vXIaF8+0onhc5ABAyeSp/f7cGSizSVM5kKT3HJVMmoryD3egrb4OQwqLdB0LEPn8J4p9zuyo20itrQBg6Gbbyc7fI6kj6nZy5itVWUbJf+3gLgmMMpISRk5GkpL5I4REN2LEiLgeH56RtGzZMlgslniHRIhhhAdKRVGMOZAU73VGjI0CSSRk1PR8vYcQIkk+7NlUgZxh6Zi8cFjCjz9lSTEOvHMWB94+i+LvlEXcbswVc/v9uaMzkJGkcmmb3nNUOinQJ6n8uCECSZHOf6JkLF0adRtvSyCQRBlJmhEysyB1dIBzPuCnxHLmK1WlTcqVtR33cbgq22CbSIHPRLkcSIqc6Sl3/ggh8kyYMCGux4cHksaNGxfvcAgxlOC9FOccZrM55kBSvNcZMTYqbSMhkscHySCp9Sd3XURbvQML146FICb+aWq2iJi+rBTnjjejta474nZejwfefl5cnV3+Mhtbeoaq49J7jvJKR8CWkYmak8d0G0O4SOc/UXxuN3zugVf4k1paAFAgSUtiZgbg9YI7HANuJ2e+UhX3+mT14OnadwkA4DzVovWQSMDl0jYp4jZy548QIo/X64XX64358eGBJFqxjaQatQJJ8V5nxNjolY+E7HujCvve0H9pd5fDi31vVKF4/BCMnJ6n2zimLC6GIDIc3VETcZs9r7yAPa+80OfnrkC/FluGuoEkveeICQJKJk01TCAp0vlPlMbfbUTj7zYOuI3U5m/aTqVt2hECJaRSlPI2OfOVqtq3VqN9a3XU7aQO6oOQcIGMJAzwIYHc+SOEyLN9+3Zs37495seHB4+oXxJJNWoFkuK9zoixUSCJGM5Hmyrg7PRg0U3jdP3jnJ5txdgrhqJ8Ty08rsifFPcnmJFkVTkjyQhKJ09Fa+0ldDY36T2UpBDqkZRNPU60Imb5S0h97bRyW7yYid4QJZpg8d+K+QySEUwIiY4CSSSVZQQ+CM/JyYkrkERSGwWSiKFcqmjDsQ8uYMbVw1EwUv8Vz6ZeWQK3w4vKQw2KHufs6oTJYoUpsNpBKimdPA0ADJOVZHRSGwWStCY3I4nIIPn79Ay9e6bOAxk8mFkEMwvwddGNOiHJQhQvL0hApW0k1YwYMQK33347li9fToEkEhG98hHDkCQftr9QjoxcK+ZdN1rv4QAAiscNQUauFZ/urVX0OFdXJ2zp6RqNSl8Fo8bAbEtDTfkJvYeSFKS2NggZGWAmWttAK6GMJAokxY17fIBJgNUAgfzBRLCbKZBESJKijCSSisaPHw+TyQSz2Qz3IO0vSQZGgSRiGIe3nkfzxS5ceetEWGzGeNPNBIaJ84tw/mQzutpcsh/n7OxMybI2ABBEESUTJ6PmxFG9h5IUfG1tlI2kMSHTH0iS2imQFC/u9YGJ9KYo0YR0E3zd1JCUkGTh810uRaVAEklllJFEIjHGu3ViCKWT9WsG7Oh048DbZzFqeh5Gz9B3ifveJs4vwoG3q3Fmfz1mLh/e43cjppf1+xhXV6fqjbYBfecoXOnkadj10vPobm+DPUu/IEmk858o6QsXRN3G29pKgSSNiVnB0raBeyTJma9UZR0nb9VALnHqk6QDZjXB54ocSJI7f4QQecaMGRPX4znnoX9TaRtJZfEEkuK9zoixUSCJhAyflKvbsfe/dRYel4QFa8fpNoZIcorSkVucjspDDX0CSSMjBDKc3V3IzFM/IKbnHIUL9km6UH4c4+ct1G0ckc5/oqQviB6Y8LW2QRxCbwK1FMxI8kXJSJIzX6nKNk5mEFrigEhvihJNsAiQOiPfqMueP0KILGoGkigjiaQyCiSRSOhukYS4HV64HYlPra+rasfR7RcweXExcouN2VdoTNlQXDrTCkdnzxphV3c3XN3dfbb390hSPyNJrznqrXDseJjMFtScPK7rOCKd/0SROjshdXYOvE1bG8QhlJGkJcFiAbNao2YkyZmvVOVzeuFzRn/t4BKVtumBWUVwd+TVQeXOHyFEHqfTCafTGfPjKSOJDBbxBJLivc6IsdErHwk58E41DrxTndBjet0Stj57AunZFixcOzahx1ZiTNlQcA6cPdLY4+f7Xn0Z+159uc/2zk5tAkl6zFF/TGYzhk2YhPM690mKdP4TpekPT6HpD08NuI3U1gaBSts0J2RlRs1IkjNfqapj+3l0bD8fdTvu9YGZ6NYg0ZhFBHdFDiTJnT9CiDy7du3Crl27Yn489Ugig4XFYom52Xa81xkxNrpbJLo68E41Wuu6cfW/TIbVbtZ7OBHlD89ARq4VlYcao27r80lwO7pTttl20PAp09FQXQXnIM3wkIP7fIGMJCpt05qYmQWJVm2LG5c4ZSTpQLCI8A2QkUQIMRYqbSODhcVigSRJ8HopK5b0RIEkopuW2i588m41JswvxPDJxuj9EwljDKNnDEXNyWZ4o9zsu7q6AECTZttGUjplGsA5LpzSt7zNyHydnYDPR822E0DMzISPAknxox5JugiWtoW/OSWEGBeVtpHBwmq1AkDMWUkkddErH9EF93Fs+0s5TGYRC280XoPt/oyakQevx4ea8pYBt3N2+TN0tChtM5Jh4yZCNJtx/ri+5W1GJrW1AQDEbMpI0pqQRRlJaqAeSfpgFhHwAfBSIImQZEClbWSwsFgsACiQRPqiQBLRxZFtNbh0pg1Lbh6P9Gyr3sORpWR8Dsw2EVVHBy5vcwVKvVK9tO3/t3fn4ZFd5YH/v+fWqn3fet83dbe72+1224CxjQEDBmOCgxMPkAGGSSBkQjJhyJBhyPKbDCQz/B4mmQRCTBaS2GAbDAZveMFbt3vvVnerF/UqdWtfSipJtZ/5416pS1KVVCWp6pZU7+d56umqux7Vuff2rfe+5xyn282S9Ztoaz5pd1FyVnRgAEAykrLAUVJMbHD6zrbFzHQkJhlJNjDc5ncuzduEWBikaZvIFxJIEsk47S6AyB0rt1ZlZT+B4TAHnr7EisZKNu6tz8o+54PDZbBiSyWXT/Sgf12bzd127p6yXCYzkrJVR6latmUb+5941Oxc3IamfIm+/2wqfucd086PDlgZSdJHUsYZKfSRNFN9LWbejSk2H45olFcCSdmmPA4As8Ptoqn9BaZcf0KIlKxfv35O60vTNpEvxpq2dXZ2Ultbm9a6cz3PRG6TQJIYt2R9dn7sHnnuCqFAhNs/sm7BPcVZta2aC0e66Wn1U7OihGWbt05ZZiyQ5Ckqmvf9Z6uOUrWicTv7Hv9X2ppPsu6WvVnff6LvP5sKd08fyBpv2lYuGUmZ5igtITY4iNY66XVlpvpazDyrUzsGdTiKUeLOcGnEZMptBZKSZCSlWn9CiNSsXLlyTutL0zaRL8Yykp544gm2bduW1rpzPc9EbpMQuhg36g8x6s9s2uLIYIgTL7excU89VUsXXtOvFY1VoOCy1bxtZNDHyKBvwjLBDGYkZaOO0tGwYSNOt4erp47bsv9E3382Rfr7ifQn7zMr6pOmbdlilJSiw2F0MJh0mZnqazGLDoeJDodnXC4Wio03sxLZMxZISta0LdX6E0KkZnh4mGFrcJTZkKZtIl+MBZIAotH0ml/P9TwTuU3uFsW4Yy+0cuyF1ozu4/iLrcQiMXa/f1VG95MphaVu6laVcrmpF4DDT/+Iw0//aMIygbE+kjLQ1CsbdZQOh9PF0k1baD15wpb9J/r+s6nvke/R98j3ks6XPpKyx1FaAkB0mn6SZqqvxcz/Whv+19pmXE6Ho+NBDZE9xgwZSanWnxAiNfv27WPfvn1pr3f16lV6enqkaZvIG/GBpEAgkNa6sz3PxMIgVz6RNcGRME2/bGPtzbWU1xXaXZxZW7m1iq7Lg4wMJs4MCgz7cbhcuNwLoxPxuVqx9SZ6Wq8wPJCfmR7Tifp8GEVFKKe0Is40o9gMJMWsQK6YHR2KoVxya5BtN/pIis2wpBDCLoFAgEceeYQnnnhCmraJvOGMu4cdHR21sSQi18jdosiapleuEQ5E2fXehd1edtW2agCunupNOD84MpyRZm25akXjdgCunrInKymXxXw+6Wg7Sxwl5jkXm6HDbZGc1loykmyirOaEyTKShBD2G/sR3d7ejtaadevWceedd0pGkljUysrKaGxsBNLPSBKLm1z5RFaEQ1GOv9TKym1V1Cwvsbs4c1K9vJjCMjdXTiYJJA0P4ymc/462c1XtmrV4ioq42mRPP0m5LDIwIM3assQoKQUgOiiBpNnS4RjEkECSDQzP9H0kCSHsFw7f6KcsGo1SX1/PnXfeaV+BhMiSvXvNAXUkI0nEk0CSyIrTr18n4A9z8wLPRgIzhXlFYxWtzX0T2siPCQz7M9I/Uq4yDAcrGm/iStPRhN9HPosNSEZStoxnJPklkDRb4Q6zQ0xXbYHNJck/46O2BSWQJESuig8kgfSNJPKH1+sFJCNJTCQdd4hxa3bUZGS7sZjm+IutNKwto2Hd4vhRvbKxijNvtlOxZDvVyycGjYLDwxSWlmZkv5mqo7lasW0H5w+8yUBnOxX1S7K233V7bsvavhIpefc9086P+ny4lmbv+8hnRunMGUkz1ddiVtBYPeMy4Wtm/1KuBTii5kKnZuhsO5X6E0KkbtOmTWmvMzmQJH0jiXxRUGA+YEo3I2k255lYOCSQJMbVrc5M8OPyiR6GegO87aPrMrJ9OyzfUokyFP6BcrbdtXbCvOCIn4qGzAQPMlVHc7Vy200AXG06ltVAUsO6jVnbVyIF27dPOz/q82FI07ascBTPnJE0U30tZu4UmhRHegMol4GjLD8GCsglylDgNIiFEne2nUr9CSFSt2zZsrTXmRxI6u+XQUZEfhjLSEo3kDSb80wsHJKTKcb5+4P4+4Pzvt0TL7VSUuVl9U25mU0zG54CJw1ry7h47BJDfT0T5gUy2EdSpuporsrrl1BSXcPl40ezut+hvp4p3382hTs7CXd2JpynYzGiPp/0kZQlqrAQHI5pM5Kmq6/FLuoLEvVNf+3QoSjK45Cn7DYx3EbSjKRU6k8IkbrBwUEGBwfTWmdyIKmvr28+iyREznI6nbhcrrSbts3mPBMLhwSSxLimV9poeqVtXrfp6x7l2rkBGt+xBMNYXD9OVm6tovvyGxz48VPj07TWBIf9eDPUR1Im6mg+KKVYtX0nradOEItmr4+PY88+zbFnn87a/ibr//6/0P/9f0k4L+b3QywmfSRliVIKR3HxtKO2TVdfi51/33X8+65Pu4wOyYhtdlJuR9JAUir1J4RI3YEDBzhw4EBa60QikQmfh2SUUJFHCgoK0s5Ims15JhYOCSSJjDp/sAOA9bfU2VyS+bdyWxVgBsvGhIMBdCyWV6O2jVm5fRfBkWE6Lpyzuyg5IerzAeAok0BSthilpUTlxn7WYqEYhltuC+wyXSBJCGG/6KQHZQ888IBNJREi+7xer4zaJiaQO0aRMVprzh3opGFdGaVVi28UoMqGItxeJ4M9Ny6qAb/ZWa2nKP8CSSu23QRKZb15W66KDowFkqRpW7YYJdNnJInp6bBkJNlJuZP3kSSEsF8sduP8/NjHPsaqVavsK4wQWVZQUCCjtokJJJAkMqbryhD9HSNs2FNvd1EyQilFWU0BQ70BomHz5iI4Yg6f7S3Kv1GPCopLqF+7nssnjthdlJwQHRgAwFEugaRscZRIRtJc6FBMAkk2MiQjSYicFh9IcjjkWinyy2yatonFTQJJImNOv34dp8tYlM3axpTVFBCNxrh+wQwaBIetjKTC/AskAazavpOOlnMErO8hn403bZM+krJGMpLmRoeiKJfcFthFmrYJkdvim7YZhlwrRX6RQJKYzGl3AUTuWLe7dt62FQpEOH+wk3W7a/EULN7DbNf77uFK8xGunOxl+aZKAsNmRlKmmrbNZx1lwsqbdrH/yce4evI4G259W8b3t/H2OzK+j+mUvv99SedFfVZGkjRtyxpHSSmBaQJJ09XXYlewfeZRM6WzbXspt4FO0rQtlfoTQqSusbEx7XUkI0nks9n0kTSb80wsHIv3F75IW83yknnbVsuhLsLBKI3vWDpv28xFSzasZ/mWYa6e7IWPrr+RkZShQNJ81lEmNKzbiLugkMvHj2QlkFS7ak3G9zEd7+bNSeeNZySVlmarOHlvpoyk6eprsXMvmTlL0uxsW34c2WW6jKRU6k8IkbqGhoa015GMJJHPXC4XkUgErTVKpTYS92zOM7FwZPQqqJS6Vyl1VinVopT6coL5v6eUOq2UOqGUelEptTKT5RHT83WPThiBbC7O7Gunor6QutWL+0f0QGcHNctj9HeMMNgzmvE+kuazjjLB4XSyYutNXD52BK11xvc30NnBQGdHxveTTKi1lVBra8J50YEBjKIilMuV5VLlL0dxCTG/Hx1N/GN8uvpa7CK9o0R6p792mBlJ8uPILobbkbSz7VTqTwiRur6+Pvr6+tJaJz4jKf69EPnA6TTzTyaPXjid2ZxnYuHI2B2jUsoB/DXwPmAL8GtKqS2TFjsK7NZabwceB76RqfKImZ1+/TqnX78+5+0MdI3QfsHHxr31KUesF6qmF5/F33MYgNbmvhujthVmJiNpvuook1bvuJmh3m76rmX+B3vTi8/S9OKzGd9PMgM/+CEDP/hhwnkxn0/6R8oyo9TM2ItZTUwnm66+Frvhgx0MH0wedNVaS9M2m41lJCUKws9Uf0KI9Bw5coQjR9IbHCQ+eBQMBue7SELkNJf1YDQSiaS8zmzOM7FwZPLR4x6gRWt9UWsdAh4F7o9fQGv9stZ6xPq4H1iWwfKILDm7vwMUbLx1cY7WNpmnyEVxhYfW030ER4ZxeQsw8rjt/KoduwC4dPSQzSWxV3TAJ/0jZZmjxAwkRQelw+20RTRoJCPJRkaRC2IaPZr6TboQInviMzGkyY7IN2MZSekEksTilsk7xqVAfEpCmzUtmU8Dz2SwPCILtNacO9jJso0VFFd47S5OVihg+ZZK2s72E/D7M9Y/0kJRWl1L9YpVXDqW54Eknw9HuQSSssmwAkkxvwQM0AcpAAAgAElEQVSS0hWz+uaRjCT7OMrcAER8IZtLIoRIJBaL4XQ6+drXvkaZPCgSeUYCSWKyTAaSErVpSthpilLq3wG7gb9IMv+zSqlDSqlD3d3d81hEMd+6rw4x2D3K+lvq7C5KVq3YUkVwJMJgjy9j/SMtJKt37qat+RTBkZGZF16kogMDGHKjmVVjGUnTdbgtEotZWTDGIh5lM9c5K82HL5Ge/L1uCpHLotGojNYm8pYEksRkmQwktQHL4z4vA6Z07qKUugf4CvAhrXXCBsda6+9orXdrrXfX1MgQuLns/MFODIdizY78qqdlmypQCgZ7BjLWP9JCsmbHbmLRKFeajtpdFNtE+/txVlTYXYy8YpSYnftHJZCUNi2BJNu56opAQbhDAklC5KJYLCajtYm8NRZICofDNpdE5IpM3jEeBNYrpVYD14CHgF+PX0AptRP4NnCv1rorg2URKdi4d259GmmtaTncxYrGKrxF+TFS1ZY73gWAt8hF/doy2pqGqF5embH9zbWOsmXJxs14i4q5ePgAG259W8b2M/b926Xsw/cnnK4jEaKDgzgqMncsiKkcVmfbUd9gwvnJ6isfFO6aPktUMpLsp1yG2eF2YOrT3pnqTwiRnptuuintdSSQJPLZbDKSZnOeiYUjY3eMWuuIUuq3gecAB/CI1vqUUupPgENa659gNmUrBn5oje51VWv9oUyVSUyvsmFumTQ9rX78/UFu/dCaeSpR7qtadiPpbtW2ai4dHsHpKszY/uZaR9liOBys2XULFw4fIBaNZqzz8fjv3w6etWsTTo/6fKA1DslIyqqx7zs6MJBwfrL6ygeu2umvSzEreGF4JZBkJ8PrIBaYOrTyTPUnhEjPbFo4SNM2kc9mE0iSlkSLW0bvGLXWPwd+PmnaV+Pe35PJ/Yv09LWbQ2bPNlhx5VQvACsaq+atTLmut83sT75q2XJWbquCWIDgaOZuMuZaR9m07pbbOP3ay1w7c4rljdszso/4798OwQsXgKkBimhfHwDOSgkkZZNRXAxOJ9H+/oTzk9VXPgh3mc2lkgUkdNgc1lq55Gm7nZTHiQ5OvUmfqf6EEOkZ63M1nR+6kUhk/Me0EPlmNoGk2ZxnYuGQO0Yx7uz+Ds7u75j1+ldP9VKzooTCUvc8liq3nX71RU6/+iIAZTVuIMzwQKJ+5ufHXOsom1betBOHy0XLwf0Z20f8928H34+fwvfjp6ZMj1iBDEelNG3LJqUUjvLypBlJyeorH4wc6WTkSGfS+TcCSfK03U6G10EsODUjaab6E0Kk5/jx4xw/fjytdSSQJPLZbAJJsznPxMIhgSQxL4IjYTouDrKiMX9/OAeHzWwhX68mNCojGri9BazctoOWQ/vROuGAjYtWtM8KJEnTtqxzVpQnzUgSyemwGbxQbrktsJNyO9AJAklCCPtJIEnkMxm1TUwmd4xiXlw93YeOaVbmUbO2yQJ+v/lGe7h8ssfewuSI9XtuZ7C7i65LF+wuSlZF+82mbRJIyj5HeYUEkmZBh6RpWy5QLmM8O0wIkVui0agEkkTekkCSmEzuGMW8uHism4ISF3Vryuwuim0CfnPIcW9xCRePdNtcmtyw5uY9KGVw/sA+u4uSVZGxPpIkkJR1jooKIgMSSEqXjsTAUCiH3BbYSbkMsy6EEDknEolIZ9sib0kgSUwmd4xiziLhKFeaelmzowbDyFz/QLkuMGwGkpZtqufKyV7C0jyBwtIylm3ZyvkDb9pdlKyK9g9glJaiXC67i5J3HBUVRPsT95EkktOhqGQj5QDllIwkIXKVNG0T+UwCSWIyuRqKcVvevmRW67U29xMORlmzM/965N/2rnvH3481bVu7azmXTlznclMP63fXzev+ZltHdlq/5zZe+t636W27StWyFfO67fjv3w7lv/pgwunRvj4cFeVZLo0AcFSYnW1rrVFqYmA7WX3lg6Jb6qedr8MxCSTlgGQZSTPVnxAiPbt27Up7nXA4LIEkkbdc1sPR5557jsbGRkpLS2dcZzbnmVg45K5RjCurKaCspiDt9S4e7cJd4GTphvxrxlNeV095nXmDP9a0bcWWpRSVuTl/cP5H2JltHdlp/a1vA6U4u+/1ed92/PdvB/fy5biXL58yPdLfh7Mifzuet5OjvByiUWJDQ1PmJauvfOCsKsBZlfzaocMxlFuabNgtWUbSTPUnhEhPZWUllWmMrBoIBOjp6ZnygEKIfBHfrLO9vT2lddI9z8TCIoEkMa67dYju1qk/vqYTi8a4dKKHVdurcDjz73DqunyRrssXASuQpBTe4iLW3VzHlVO9BEfC87q/2dSR3YorKlm2qZFz++c/kBT//dsh0NxMoLl5yvRo/wAO+Y/TFmP9UiXqcDtZfeWD0HU/oev+pPN1WJq25YJkGUkz1Z8QIj3t7e0p/xgG8FtZ57W1tZkqkhA5LT6IGggEUlon3fNMLCxy1yjGtRzqouVQV1rrXD8/QHA4wpod+desDeDsm69y9s1XARj1+/EWFaMMg/W31BGLaC7Mc6fbs6mjXLBh79vobbtKb9vVed1u/Pdvh8GfP8Pgz5+ZMl2attnHMU0gKVl95YPRE92Mnkh+PZKmbblBOQ2IanRMT5g+U/0JIdJz6tQpTp06lfLyY/3CSCBJ5LP77rsPgNHR0ZSWT/c8EwuL3DWKObl4rAeHy2DFliq7i2K7gH8Ib3ExALWrSqioL6T5TYnCA2zY+3aUMmh+/Zd2FyXjtNZE+vtxSkaSLcYCSZEEgSSRnASScoNymU0HpMNtIXJLOGxmmLtkEA2Rx8b6PEo1kCQWN7lrFLOmtebS8W6Wb67E5ZG+NcxAUglgpn9uuq2Bjos++juGbS6Z/YrKK1i5fQfNr7+Cji3uH0ix4WEIh3FIH0m2uJGRJCO3pSMWjo0HMYR9xoJ5iZq3CSHsM5aRJJ1ti3xmGAZOp3M8sCrymwSSxKz1XR/G3x9k9fZqu4uSEwJ+/3ggCWDj3nqUoWh+Q7KSADa/4y4Guzu5dva03UXJqGhfH3AjoCGyy1GevGmbSE6HohiSkWQ7ZfU1KBlJQuQWyUgSwuR2uyWQJAAJJIk5uNzUA8DKrdKsDSA4bPaRNKaozMOaHdWcfuM6oUDExpLlhvW33IbL4+X0qy/ZXZSMivT0AuCslgCrHYyiQnC5iA5IRlKqooNBIp0jKMkstd14RlI4anNJhBDxJCNJCJPL5SIUCtldDJED5Gooxm27c1lay1852Uv18mKKyj0ZKlHu23HvfePv45u2jbnpXSu4cKSbs/s70v5+E5mPbdjF5fWyYe/bOLvvNe76jc/i8njnvM34798OFf/u4SnTIj1mh7jOagmw2kEphbO8nEh/35R5ieorXxTftiTpvP4ftQAQuiajgtntRtO2iZ1tT1d/Qoj07dmzJ63lJSNJCJPL5eLkyZPcfffdlJWVTbtsuueZWFgkI0mMK67wUFyRWlAoMBym4+Jg3mcjlVRWU1JZTSwWJTAyPCWQVL+mlNpVpRx7sZVYdO5NFdKpo1zUeOc9hEZHOX9g37xsb+z7t4urrg5XXd2EaZEeM1NPMpLs46ipJtI9dYSrRPWVLxxlHhxlia8dgWYz6Fa4TY5Z2yXJSJqu/oQQ6SstLaW0tDTl5SUjSQhTf38/0WiUF154YcZl0z3PxMIigSQxrvPSIJ2XBlNa9srJXnRMsyrP+0dqbzlLe8tZgiMjoDUFxcUT5iuluPnelQx2j3L+UNec95dOHeWiZZsaKaur5+TLM//nk4qx798uoydOMHrixIRp0Z5eMAwcMmqbbVz1DUTaO6ZMT1Rf+SLUOkSodWjK9FjQDFh41pVTcveKbBdLTJKsj6Rk9SeEmJ22tjba2tpSWjYWi/Hyyy8DkpEkRDRq3jdcvnx5xmXTOc/EwiOBJDHu4rFuLh6b+hQ/2bJFZW7qVuZ3lLnlwD5aDuxjdNAHgLdk6vexens1VUuLOPzMZWIxPWV+OtKpo1ykDIOtd76b1lMn6G+/NuftjX3/dhl64RcMvfCLCdMiPT04KitRDulvxi6u+jrCnZ1Tpieqr3wxeqqH0VM9U6ZHh8x+Dgp31aIMle1iiUkMt3nd0KGJGUnJ6k8IMTtnzpzhzJkzKS3b29uL3282/ZWMJCFMsRRGYU7nPBMLjwSSRNoioShXT/WyekeN/PCwjFgd+xaVTR2pSxmK3e9fTX/HCBcOzz0raaHbete7MRwOTrz4nN1FyYhIT480a7OZs76BmM9HbGTE7qLkPG1lJBnS0XZOMArNH6mxERmgQYhcMZaBARJIEuKDH/wgAIYhYYR8J0eASFtrcx+RUIw1O2rsLkrOGPaZgaTC8vKE89furKFySREHnr40L30lLWTFFZWs3X0rJ1/5BZFFOOqDBJLs56o3+0EKd0zNShIT6aAZsFAe+XGUC4wis9lMbFiGVhYiV8QHkuTHs8h3N998M7fffjuBQMDuogibydVQpO3C0W48hU6WbEgcNMlHI75+AIrKEn8nylDsuW81A50jnD8oP253vOcDBIYGOfPGL+0uyryL9HTjrMrvTujt5qyvByDS0W5zSXJfTDKScoryOFAug0jPqN1FEUIAIyMjBINBu4shRE4pKCggEomMj2Yo8pMEkkRaopEYl0/0sHp7NQ6HHD5jhgcGUMrAW1KSdJk1O2qoWlrMoWeuzLmvpIVueeN2alas4vDPfozWi+e70FoT7e7BWSMZSXZyNTQAEE7Q4baYaKxpm5JAUk5QSuHZUEGgZcDuogiR98LhMN/4xjd46qmn7C6KEDnF4zFHEZWspPwmuexi3I53L59xmWtn+wmORFizqzYLJcp9N9/3AACv/9s/UlhWhmEk/zFm9pW0iuf+7iQthzvZcEt92vtLpY4WAqUUN9/3AM/+329y5cRRVt20a1bbGfv+7VL5qX8/4XNsaAgdDuOQpm22ctZZTds6JwaSJtdXPil+x7KE02OjZtM2o0BuB3KFe0kxgVO96HAU5TL/T0lWf0KI2bnttttmXKbTGrTB5/NlujhCLChjgaRgMEjJNA/RUznPxMIlKSViXEGxm4Ji97TLXDjShcvjYPnmqZ1K56PC0jIKS8sY9g1QmKRZW7y1O2uoaCjiyLNXZpWJk0odLRQbb7+D4opKDvz4h7Pextj3bxdnRQXOihvnQqTHHFXJWS39h9nJcLtxVFURmZSRNLm+8omjyIWjaOqw1WN98Yx18izsZxRb/STFdbidrP6EELNTVFREUVHRtMtMzrb47Gc/m8kiCbFgeL1egBmbfaZynomFSwJJYtz18wNcP588nT4cjNJyuIvVO6pxuqQZBEBb80namk8ykmIgSRmKXe9dQe+1Ya6e6kt7fzPV0ULidLnY/cGP0Hq6iWtnTs9qG2Pfv11GDh1i5NCh8c+R7rFAkmQk2c1VV0e4Y2IgaXJ95ZPgJR/BS1Ofqkf9YZTXiZKmyjljLDtsLFsMktefEGJ2rly5wpUrV6ZdZvKPZBmxTQhTfEbSdFI5z8TCJXeOYtyVk71cOdmbdP6FI12EAlEa374ki6XKbZeOHuLS0UMMD/Qn7Wh7svW31FFc4eHIc+lfWGeqo4Vm+7vupaCklP1PPjqr9ce+f7v4f/kq/l++Ov450tMNgLNaOtu2m7OhgcikQNLk+songbN9BM5ODV4HWwZw1RXaUCKRzHggKXAjkJSs/oQQs3P+/HnOnz8/7TKTM5IcDnmIKgSkHkhK5TwTC5cEkkTKTr9+nfK6QhrWyWht8TSYGUnlqTWZcTgMdtyzguvnB+i4mN9PmF1eL7s/+BEuHz9C25lTdhdnzsYCF84aadpmN1dDA+Fr1xZVZ+7zTcc0kb5RPGvsax4qpjK8UzOShBDZN/lHsgSShDCNBZKef/55RkZGbC6NsIsEkkRKBjpHaL/gY/PtDSil7C5OTomGw0TD4ZQzkgA2v60Bb5GLw89KuufOe++jqLyC1//tnxb8j/7RkydxLmnAUSY/zO3mWbuG2MjIlKwkcUN0KAQxcJR77C6KiKMSNG0TQmSf3++f8FmatglhGgsk9ff3c+TIEZtLI+wigSSRkrNvdYCCjbemP9LYYhe2nlilmpEE4PY62X73Mi6f6KGnbShTRVsQXB4vez/yENfOnKLl0H67izMngeMnKLjpJruLIQDPunUABFtabC5J7ooOmNcuCSTllrGmbVoCSULYanIgyeWSDu+FgBuBJIDu7m4bSyLsJIEkMSOtNecOdLBsYwVF8oNjiojVhr6oLL3RoLbduQxPoZO3nrqYiWItKNvvuZeqZSt49Z8fIRIO212cWYl0dxO+fp2C7RJIygXusUDSeQkkJRMdMK9dTrmu5xTDazafkYwkIewlgSQhEovPzhsdHbWxJMJOkqMpxt1878qE09tbfAz2BLjlvtVZLlHu2/PhX+X8gX00v/EKheXp9R3lLXKx8z0r2P/ji7Rf8NGwdubmUMnqaKEzHA7u/MRneOJ/fJVDP3mCvb/yUErr7fnwr2a4ZNOr+o83hgIePXECgIKbtttVHBHHWVGBo6pqQkZSfH3lm5I7l0+ZFro+DA6Fs9JrQ4lEMsphoLwOQtdu/IhNVH9CiNl7+9vfnnRee3s7hmHg9/vxer3jnW4bhjx/F2LMzp07OXr06LR9JE13nomFT66IYpy7wIm7YGps8dRr13B7HazZIR0IT+YpLCQ4bDZNK66oTHv97Xctp7DMzes/OEcsNnP/QMnqaDFYddMuNt72DvY/+Sh919tSWsdTWIin0L4RpxzFxTiKiwEYPXYcnE68W7bYVh4xkWfdOoIXbgSS4usr3xhe53gnzmMiXSO4agpQLulANtcUbKkieMk33m9covoTQsye1+vF600cRP/2t7/N3/zN3zA0NMTWrVuzXDIhFob777+frVu30tbWxgnrYepk051nYuGTQJIY13qmj9YzE4cXHh0K0XKki417G3DLTewUV5qOcfXkCbxFxXiLS9Je3+Vx8LaPrqPryhCnXr024/KJ6mgxues3PovT4+HZ//tNYtHojMtfaTrGlaZjWShZYsP79jG8bx8Ao01NeDdswJD/MHOGZ906Qi0Xxn+Mx9dXvgm09BNo6Z8wLToUwihx21QiMR3X0mJ0IEps2Gzqm6j+hBCzd/HiRS5enL5rgdHRUYrz9OGDEKkotB7mPvnkk4RCoSnzUznPxMIlgSQxrq25n7bmiTeqzW+2E4toGu9YYlOpctvVpmP0XL1ERcPSWY9mt353Hcs2VbDvxxcY7Jm+nXGiOlpMisoruOczn6f9/Fn2PfHojMtfbTrGVTsDSW/uY/jNfWitCTY3422UbKRc4lm/jtjwMJH2duBGfeWjYMsAwZaBCdNigyEcxRJIykVGodkXSyxgBtQT1Z8QYvaS/cCNxWITPhcXF9PY2EiZjMYqxBQOx42M5kuXLk2ZL4GkxU0CSSKpaCTGiZdaWbqxgqol8kQmmVG/n4qG2QfalFLc9fFNKOAX3ztNNBqbcZ3FbNPtd7DljrvZ/+SjXD522O7ipCTS0UHU58OzebPdRRFxvI2NAIwcXhjHUTYNvX6N6GAIV0OR3UURCRge8+ZcB6TDbSGyRWvNwYMHJ0wrKSnhwQcf5Itf/KJNpRIid8WP3tZuPbQT+UMCSSKpcwc6GPaF2PWeFXYXJWdFI1HCgVEqGpbOaTulVQW88+GNtF/w8ebjMsrUPZ/+HNXLV/Kz//OX9LfP3OTPboHmMwB4N0kgKZd4GxtxVFXhf/kVu4uSc0aOdQFQtLvO5pKIRMb6Q/L9/BKx0MzNfIUQc3f9+nWeeeaZ8c8ul4vVq2WgGSGS2bt3Lw8++CDl5eV0d3fbXRyRZRJIEgnFYpqjz1+lalkxy7ek34l0vghYHW1XLFk2521tuKWem961nBMvt9H0SmqdTS9WLq+X+3//KyilePLPv8aIL7ebdATONINSeDdusLsoIo4yDIrf+U78r72GDoftLk7O0JEY4fZhSt65bLwJlcgtRqEZSApe9DF6XG7OhciGjo6O8ferVq3iS1/6Em63NP8VIhmv10tjYyM1NTX09PTYXRyRZRJIEgmde6uD/o4Rbnn/qln3/ZMPAn5zeOa5NG2Ld/tH1rJqezWvPnaOcwc6Zl5hESuvb+DDX/oq/v4+fvinX2Fk0Gd3kZIKNjfjXrkSo0iaCeWa4rvuJDY0xMiRo3YXJWcEzvVDVONenv4AASI7nFU3Ou0Pd0/fd54QYu601vT13RjM5EMf+hAulwTahUhFVVUVvb2944ObiPwgw3CJcXvuM9N3o+EYB56+RM2KEtbsrLG5VLmtdtUaLhzaT0X9/ASSDIfBez/TyNN/dZxffO80WsPGW+vH54/VUb5YsmETH/7Sf+PH3/hTHvvv/4WP/OEfU1Z7oynObQ8+bGPpoPoLvw3Axfd/AO82GSI4FxXffjvK42Hw6aep+29/ZHdxbFN6z0oAIj2j9P7TaQBcEkjKWcrloPyBdQz8qIVIzyhVv77J7iIJsajceeed4+87Ozv57ne/Szguc1VGaxMidRUVFUQiEV588UV27dpFRUUFSqkJ55lYfCQjSYxzuAwcLoMjz19hqDfAbQ+slWykGQx0tlNcVY1rHod8d7odfODzN7FkQwW/+N5pjv3i6niEf6yO8snKbTv4lf/6xwz7+vnXP/p9rp48MT7P6XLhtPGJoeF2E756lXBbGwXbtttWDpGcUVRE6Qfvw/fTn6JHRjDytJmCchoop0HwyiAAhTtrcZZ5ZlhL2Kn41ga8jVVEukfG608IMT+cTidOp/k8fd++feNBpOrqarxerzRpEyINFRUVALz++ut861vf4gc/+AFa6wnnmVh85K5EjLvc1MOp165x+JkrrNtdy/LN0jfSdHQsxsWjBymtnv+sLZfHwX2/vZ21u2p44/EWXvrHZsKhKJeberjclH9tkJdt3sqv/elf4i0q5vE/+yNe/dd/IBIKcfHoQS4ePTjzBjLE/8tf0vk/v47yeCh74MO2lUNMr/Ljn0AHAnR8/ev4f/lLu4tji9EzfYye6SPcOQxORcWD0p/XQuCqKSDSF2DkeBejZ/pmXkEIkZJz585x7tw5Hn30UY4dOzY+/eGHH+bLX/6yjSUTYuEpLy+f8Lm5uZlXXnll/DwTi5OECMW4tjP9nH2rA6fb4O0Prre7ODmvveUsQb8fb1Fmmoc4XQ7e+5mtHPz5ZQ7+7BLXL/ioXVFCaXUBq7ZVZ2Sfuaxq6XIe/vNv8vI//B0Hn3qcc/tfp2bFKioalrJm5y22lMn/+usM79tH+Uc+gtN6GiNyj3fjBopuv53Bp3+G4XRR/M532l2krAtd9hG65id4fgBnXSHKkGzThcC1pBiimr5/O0vBjhoKNskDHiHmw7Fjx7h8+TIjIyOUl5fz8Y9/nJKSEslEEmIWqqur2bt3L7t27aKgoIBHH32UN954g927d+N0OtmwQR5eLUYZzUhSSt2rlDqrlGpRSk0J7yulPEqpx6z5bymlVmWyPCK5cDDKxWPdBPxh3vsftlIkTR5mdP7APlCK8vqGjO1DGYo9963mw7+7EwW0HO7i3MEOLh7rJhqJzXn7WmtCgQiDPaP0dwwz7AsSzuGhpt3eAt77m7/DR//oz3C63LQc3M/JV35B00vPEwpkv0Pa0eMnIBql8pOfyPq+RXoa/uxPUQ4Hg88/T7izy+7iZFWobYiRY90Ez5ujHxbuqLW5RCJVBVurKXuf2Tde+JofPQ/XfSHyVSQSYXh4GJ/Px/nz5xkZGQHMLKSqqioJIgkxS4ZhcO+991JbW0tJSQl79+4lEolw4MABRkdv3J93dHQQCoVsLKmYTypTvasrpRzAOeDdQBtwEPg1rfXpuGU+B2zXWv+mUuoh4AGt9cem2+7u3bv1oUOHMlLmfNXXPsyL/3CaritDrGis5INf2GF3kXJeOBTkH37vcygFG297B+/49d/I+D4j4Sg/++sTdF7yEQ7G8BQ6WbaxgrrVZVQ0FFJS6aWgxI2n0InD6kvDDBRFCfjDjA6F8HWP4useZaBjmL72EQa6RoiGp/4wKSx1U7mkiKolxdSuKqF2VSllNQU51WdWLBrlqb/8/2g/f4bRoUGcHg9rduxm9c7dLNu8lbK6+oyWN9zeTsu77sGzdg1rfvrTjO1HzJ9rf/AHDD7zLM7aGhq+9jWK3vGOnDqm50ssECHYMkDw8iDDBzvQQTM47KwrpPJjG3E1FC3Kv3sx6/jfh4h0jaJcBlUf34JndRkqz/rLE2I22tvbcTqdtLa28txzzxEMBsfnFRcXU19fz8MPPyzXRCHmUTQa5dVXX+W1114jFotRU1NDMBhkcHCQzZs387GPmT/3tdZy7uUgpdRhrfXumZbLZNO2PUCL1vqiVaBHgfuB03HL3A98zXr/OPBXSimlZezAjNFaEwnFGB4I0t06xKVj3Vw42o3L42DNzhrKawvtLmLOGx0a5Plv/x8Ge7rYcOvtWduv0+WgdmUpNStKaFhXzsWjXVw7N8CFo91TllUKlFLEYglOJQWlVV4qGopYvrmCwlIPniIz+BQORAiORhjoGqXvmp9Tr13j+EtmoMntdVC1rJjqpcWU1hRQUumlsMyDp8CJu8CJ02VgOBWGQ6EMhaFURpvPGA4H1ctXULV8BWt37aH59Ve4cGg/5956A4CC0jJqV62hcukyyuuWUFpTS3FFJUXlFRSUlOKcxZNHHQoR7upm6IUX6P/nfzb3c/OM11mRI1z1DZR96IOMHDhI62f/I+61ayl5z7sp2L4dz/r1uOrqUFnqvF2HY0SHw8T8IWLDYaL+MLHhMMpl4Ch14yjz4CjzYBS5QEFsOEykN0Ckd3T839hQCEepB2eVF0e5l9hwmNB1P4HTvehJAeKCbdU4q7y4l8hIRAuRq6GYSNcoOhyj55GTALhXl2EUOFFOhXd9Be7VZUT7AqDAKDBv7+L2/d8AAA8ZSURBVHRMY7gdoABDQUyjPOY6ymV24K0jMWL+MLHRCEahC0ep25yuNTocQweiKI8Dw+NIWDYdjZnH72CI6GCI6JB5TDvKPDhrC3DVFmJ45+d2U8c0aFAO+eGxkGmtCYVCuFwu8zjTmlgsRjQaxefzoZQiFArh8/moqqqiuLiYnp4enE4nhmHQ3d1NQUEBly5dwu/3s3btWgYGBggEAoTDYXw+H6FQiM7OzgnZD6646/u6deuor6/nnnvuseMrEGJRczgc3HXXXXR1ddHS0oJSajwzqbm5me9///u0trYSiUTYsmULmzdvprq6mpKSEsLhMG1tbVRWVuLz+dBas3TpUkpKknclEo1GiUajs8oqjEajRCIRnE4nPp+Pq1evUldXx7lz56irq2PTpqmjpsZiMYLBICMjI3i9XrxeLw5H4v8jF7NMBpKWAq1xn9uAW5Mto7WOKKV8QBWQf70JZ9iz32niSlMvsaieEFzwFDrZesdSbn7fKo6/2DrNFgTAGz/4PvuffAy05s5P/AdGfP1ZL4NSitXbq1m93ewnKeAP0985gr8/wOhQmNBohEg4itZgGAp3gRNvkYuCEhdlNQWUVhWkPPJbLBqjr32YzkuD9LT66Wnzc/atDkKB1Jq/KQWGw8BwKD7zzTswMhBYUsDSTVtYumkL7/r0b9HbeoW2M6fpaDlH99VLnHzpBcLBwJT1DIcTw+nglg9+hNsffHjafbR94Xfwv/IKOm5o4IKdOynYuQPHNP+xidzjrKpm7c9/hu+nP2XgRz+i99vfgZgVdFGKottuY8Ujf5+RfY829zLw9EVi/vB4ltCMlDni2oTAkAJHuQdHiZvgxQFGjt74oWQUOincUUvhzbW4lhSPj/Q1+PzlefxLRLY5KzwU37GMoptr6X/iPEaBk0h/kPB1P4bHweiJ+b1tUh4HOhSFuGcRjiovrvoijAInsaGJQSNmePyn3A7Q2goEaQyvE6PQhVHoBA2xUBQdiqJDMfPfmMbwOFBu62UoM/A6HKbigXUU3VI/r3+vyI4TJ07w1FNPjQeO5kophdaakydPTplXUlJCeXk5JSUlXL58maqqKj71qU/x2muvcfHiRWprpYmvEJlWVVVFVVXVeMDW5/Px2GOP0dbWRnV1NUopmpqaaGpqmnFbHo8Hp9OJUopgMDghCD2Wg+J2uzEMY8LL4XDg9Xrp7+8fXwfMgHY0Gp3xWjS2zzFaayKRyJTl3G43n//85ykrK0v5+1noMtm07UHgvVrrz1ifPw7s0Vp/IW6ZU9YybdbnC9YyvZO29Vngs9bHjcDZjBRaZEM1EijMd3IM5DepfyHHQH6T+s9vUv9CjoH8JvWf+1ZqrWccljyTGUltwPK4z8uA60mWaVNKOYEyYMr4tlrr7wDfyVA5RRYppQ6l0uZSLF5yDOQ3qX8hx0B+k/rPb1L/Qo6B/Cb1v3hksqfGg8B6pdRqpZQbeAj4yaRlfgJ80nr/UeAl6R9JCCGEEEIIIYQQIjdlLCPJ6vPot4HnAAfwiNb6lFLqT4BDWuufAH8P/LNSqgUzE+mhTJVHCCGEEEIIIYQQQsxNJpu2obX+OfDzSdO+Gvc+ADyYyTKInCNNFIUcA/lN6l/IMZDfpP7zm9S/kGMgv0n9LxIZ62xbCCGEEEIIIYQQQiwumewjSQghhBBCCCGEEEIsIhJIEvNCKeVQSh1VSj1tfV6tlHpLKXVeKfWY1eE6SimP9bnFmr8qbht/aE0/q5R6rz1/iZgNpVS5UupxpdQZpVSzUuo2pVSlUuoF6xh4QSlVYS2rlFLfsur6hFJqV9x2Pmktf14p9cnkexS5RCn1RaXUKaXUSaXUvymlvHINWNyUUo8opbqUUifjps3bOa+Uulkp1WSt8y2llMruXyimk6T+/8L6P+CEUupHSqnyuHkJz22l1L3WtBal1Jfjpie8fojckegYiJv3n5VSWilVbX2Wa8Aik6z+lVJfsM7pU0qpb8RNl2vAIpPk/4EdSqn9SqljSqlDSqk91nS5BixGWmt5yWvOL+D3gH8FnrY+/wB4yHr/t8BvWe8/B/yt9f4h4DHr/RbgOOABVgMXAIfdf5e8Uq7/fwQ+Y713A+XAN4AvW9O+DHzdev9+4BlAAXuBt6zplcBF698K632F3X+bvGas+6XAJaDA+vwD4DfkGrC4X8AdwC7gZNy0eTvngQPAbdY6zwDvs/tvlteM9f8ewGm9/3pc/Sc8t63XBWCN9f/GcWCLtU7C64e8cueV6Biwpi/HHGjnClBtTZNrwCJ7JbkG3AX8AvBYn2utf+UasAhfSY6B58fOVeu8fyXuvVwDFtlLMpLEnCmllgEfAL5rfVbA3cDj1iL/CHzYen+/9Rlr/rus5e8HHtVaB7XWl4AWYE92/gIxF0qpUsz/TP4eQGsd0loPMLGuJx8D/6RN+4FypVQD8F7gBa11n9a6H3gBuDeLf4qYPSdQoJRyAoVAO3INWNS01q9ijrYab17OeWteqdZ6nzbvJv8pblsiBySqf63181rriPVxP7DMep/s3N4DtGitL2qtQ8CjwP0z3EOIHJHkGgDwTeBLQHwnrHINWGSS1P9vAf9Tax20lumypss1YBFKcgxooNR6XwZct97LNWARkkCSmA//P+ZNQ8z6XAUMxN1QtmFmLWD92wpgzfdZy49PT7COyG1rgG7ge8ps3vhdpVQRUKe1bgew/q21lk9W13IMLEBa62vAXwJXMQNIPuAwcg3IR/N1zi+13k+eLhaOT2E+QYb063+6ewiRw5RSHwKuaa2PT5ol14D8sAF4h9Uk7ZdKqVus6XINyB+/C/yFUqoV897wD63pcg1YhCSQJOZEKXUf0KW1Phw/OcGieoZ5060jcpsTM7X1b7TWO4FhzGYtycgxsIgosx+c+zHT1ZcARcD7Eiwq14D8lW6dy7GwgCmlvgJEgH8Zm5RgMan/RUYpVQh8BfhqotkJpskxsPg4MZsn7QX+APiBlV0k9Z8/fgv4otZ6OfBFrNYKyDGwKEkgSczV24APKaUuY6ak3o2ZoVRuNXMBM719LLWxDbP9PNb8Msy0yPHpCdYRua0NaNNav2V9fhwzsNRppaZi/dsVt3yiupZjYGG6B7ikte7WWoeBJ4HbkWtAPpqvc76NG82i4qeLHGd1lHof8LDVHAHSr/8ekl8/RO5ai/lA4bh1T7gMOKKUqkeuAfmiDXjSar50ALOlQjVyDcgnn8S8DwT4ITe6KJBrwCIkgSQxJ1rrP9RaL9Nar8LsOPclrfXDwMvAR63FPgk8Zb3/ifUZa/5L1s3mT4CHlDmi02pgPWYnayLHaa07gFal1EZr0ruA00ys68nHwCesERz2Aj6rGcxzwHuUUhVWlst7rGkit10F9iqlCq0nj2P1L9eA/DMv57w1b0gptdc6pj4Rty2Ro5RS9wL/BfiQ1nokblayc/sgsN4ancmNeQ/xE+t6kOz6IXKU1rpJa12rtV5l3RO2AbusewS5BuSHH2M+UEYptQGzA+0e5BqQT64D77Te3w2ct97LNWAxmmtv3fKS19gLuJMbo7atwfxPogUzIj02goPX+txizV8Tt/5XMEdvOIv0zL+gXsAO4BBwAvNGogKzjfuLmP+JvAhUWssq4K+tum4Cdsdt51PWsdEC/Hu7/y55pVz/fwycAU4C/4w5MotcAxbxC/g3zD6xwpg/GD89n+c8sNs6ni4AfwUou/9mec1Y/y2YfV0cs15/G7d8wnMbcySfc9a8r8RNT3j9kFfuvBIdA5PmX+bGqG1yDVhkryTXADfwfavejgB3xy0v14BF9kpyDLwds5/M48BbwM3WsnINWIQvZVWUEEIIIYQQQgghhBDTkqZtQgghhBBCCCGEECIlEkgSQgghhBBCCCGEECmRQJIQQgghhBBCCCGESIkEkoQQQgghhBBCCCFESiSQJIQQQgghhBBCCCFSIoEkIYQQQix6SqlvKqV+N+7zc0qp78Z9/l9Kqd+bx/3552tbcdvcoZR6f9znryml/vN870cIIYQQYjoSSBJCCCFEPngTuB1AKWUA1UBj3PzbgTdsKFc6dgDvn3EpIYQQQogMkkCSEEIIIfLBG1iBJMwA0klgSClVoZTyAJuBZqXUi0qpI0qpJqXU/QBKqa8rpT43tiErE+j3rfd/oJQ6qJQ6oZT640Q7TrSMUmqVUqpZKfV3SqlTSqnnlVIF1rxbrGX3KaX+Qil1UinlBv4E+JhS6phS6mPW5rcopV5RSl1USv3OvH9rQgghhBCTSCBJCCGEEIue1vo6EFFKrcAMKO0D3gJuA3YDJ4AR4AGt9S7gLuB/KaUU8CjwsbjN/SrwQ6XUe4D1wB7MbKGblVJ3xO93hmXWA3+ttW4EBoBfsaZ/D/hNrfVtQNQqfwj4KvCY1nqH1voxa9lNwHut7f93pZRrbt+UEEIIIcT0nHYXQAghhBAiS8aykm4H/jew1Hrvw2z6poD/YQV6Ytb8Oq31UaVUrVJqCVAD9Gutr1oZQO8BjlrbL8YMDr0at8/3JFnmKnBJa33Mmn4YWKWUKgdKtNZvWtP/Fbhvmr/pZ1rrIBBUSnUBdUBbmt+LEEIIIUTKJJAkhBBCiHwx1k/SNsymba3A7wODwCPAw5iBopu11mGl1GXAa637OPBRoB4zQwnMwNOfa62/Pc0+Ey6jlFoFBOMmRYECa/l0TN6G3NsJIYQQIqOkaZsQQggh8sUbmNk9fVrrqNa6DyjHbN62DygDuqwg0l3Ayrh1HwUewgwmPW5New74lFKqGEAptVQpVTtpn6ksM05r3Y/Zd9Nea9JDcbOHgJJ0/2ghhBBCiPkkgSQhhBBC5IsmzNHa9k+a5tNa9wD/AuxWSh3CzE46M7aQ1voUZhDnmta63Zr2PGbTs31KqSbMANOEQE8qyyTwaeA7Sql9mBlKPmv6y5ida8d3ti2EEEIIkVVKa213GYQQQgghhEUpVay19lvvvww0aK3/k83FEkIIIYQApB29EEIIIUSu+YBS6g8x79OuAL9hb3GEEEIIIW6QjCQhhBBCCCGEEEIIkRLpI0kIIYQQQgghhBBCpEQCSUIIIYQQQgghhBAiJRJIEkIIIYQQQgghhBApkUCSEEIIIYQQQgghhEiJBJKEEEIIIYQQQgghREokkCSEEEIIIYQQQgghUvL/ACskdsb3zjiKAAAAAElFTkSuQmCC\n", - "text/plain": [ - "<Figure size 1440x720 with 2 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes = plt.subplots(2, 1, figsize=(20, 10), sharex=True)\n", - "colors = iter(plt.rcParams['axes.prop_cycle'].by_key()['color'])\n", - "\n", - "for axis, bands in zip(axes.flatten(), [fiducial_bands[:3], fiducial_bands[3:-1]]):\n", - " for band_name, color in zip(bands, colors):\n", - " band = sncosmo.get_bandpass(band_name)\n", - " axis.plot(band.wave, band.trans, label=band_name, color=color)\n", - " min_wave, max_wave = band_ranges[band_name]\n", - " axis.axvline(min_wave, linestyle='--', alpha=.7, color=color)\n", - " axis.axvline(max_wave, linestyle='--', alpha=.7, color=color)\n", - " \n", - " axis.legend()\n", - " axis.set_ylim(0, 1)\n", - " axis.set_ylabel('Transmission')\n", - "\n", - "axis.set_xlabel('Wavelength')\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Chi-squared Results" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "def get_spectra_for_id(obj_id):\n", - " \"\"\"Get spectral data for a given data id\n", - "\n", - " Args:\n", - " obj_id (str): The ID of the desired object\n", - "\n", - " Returns:\n", - " A list of observed MJD dates for each spectra\n", - " A 2d list of wavelength values for each date\n", - " A 2d list of flux values for each date\n", - " \"\"\"\n", - "\n", - " data = dr1.get_data_for_id(obj_id)\n", - " obs_dates = list(set(data['date']))\n", - "\n", - " wavelength, flux, flux_err = [], [], []\n", - " for date in obs_dates:\n", - " data_for_date = data[data['date'] == date]\n", - " wavelength.append(data_for_date['wavelength'])\n", - " flux.append(data_for_date['flux'])\n", - " flux_err.append(.1 * data_for_date['flux'])\n", - "\n", - " return obs_dates, wavelength, flux, flux_err\n", - "\n", - "\n", - " \n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'csp_dr3_u': [1.1323321007355093e+22,\n", - " 3.004299537914051e+21,\n", - " 4.596501022593837e+21,\n", - " 1.0382877418652137e+21],\n", - " 'csp_dr3_g': [3.4403106965674703e+21,\n", - " 1.5315276712026704e+21,\n", - " 4.6006926086459286e+21,\n", - " 1.6284594785016004e+23],\n", - " 'csp_dr3_r': [6.04221608649934e+19,\n", - " 1.8510686945358135e+19,\n", - " 2.7712055199744205e+19,\n", - " 2.904078963684591e+20],\n", - " 'csp_dr3_i': [6.036517679168439e+20,\n", - " 7.087226729703256e+18,\n", - " 3.6777077872778277e+19,\n", - " 9.537128535241168e+20],\n", - " 'csp_dr3_B': [7.275007800545164e+21,\n", - " 4.1174159928880697e+21,\n", - " 5.874296896806283e+21,\n", - " 1.6077551069347067e+23],\n", - " 'csp_dr3_V': [9.999973142299118e+20,\n", - " 4.6341808782593825e+20,\n", - " 5.0974440694615815e+20,\n", - " 3.40754782416391e+22],\n", - " 'csp_dr3_Y': [0.0, 0.0, 0.0, 0.0],\n", - " 'csp_dr3_H': [0.0, 0.0, 0.0, 0.0],\n", - " 'csp_dr3_J': [0.0, 0.0, 0.0, 0.0],\n", - " 'all': [3.106800691280274e+22,\n", - " 4.241873873157784e+21,\n", - " 6.026320688898094e+21,\n", - " 1.644475195821494e+23]}" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "obs_dates, wavelength, flux, flux_err = get_spectra_for_id('2005kc')\n", - "modeled_flux = [m104.flux(d, w) for d, w in zip(obs_dates, wavelength)]\n", - "spectra_chisq.band_chisq_spectra(wavelength, flux, flux_err, modeled_flux, band_ranges)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python [conda env:cmfgen] *", - "language": "python", - "name": "conda-env-cmfgen-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -}