From 77ddfea10b1aa89d886ad7a466a1319c17b0ed02 Mon Sep 17 00:00:00 2001 From: Jessica Lundquist Date: Thu, 28 Mar 2024 22:13:57 +0000 Subject: [PATCH] update to module 3 and labs --- .../.ipynb_checkpoints/module3-checkpoint.md | 19 +- .../Uavg_equation-checkpoint.png | Bin 0 -> 7363 bytes modules/data/Uavg_equation.png | Bin 0 -> 7363 bytes .../lab2-3-checkpoint.ipynb | 286 +++++++++-------- modules/lab2/lab2-3.ipynb | 289 ++++++++++-------- .../lab3-1-answer-checkpoint.ipynb | 52 ++-- .../lab3-1-checkpoint.ipynb | 29 +- .../lab3-2-checkpoint.ipynb | 101 +++--- .../lab3-3-checkpoint.ipynb | 4 +- modules/lab3/lab3-1-answer.ipynb | 59 ++-- modules/lab3/lab3-1.ipynb | 29 +- modules/lab3/lab3-2.ipynb | 101 +++--- modules/lab3/lab3-3.ipynb | 56 ++-- modules/lab3/lab3-4.ipynb | 2 +- modules/module3.md | 19 +- .../.ipynb_checkpoints/README-checkpoint.md | 7 + .../b-learning-jupyter-checkpoint.md | 2 +- resources/b-learning-jupyter.md | 2 +- 18 files changed, 582 insertions(+), 475 deletions(-) create mode 100644 modules/data/.ipynb_checkpoints/Uavg_equation-checkpoint.png create mode 100644 modules/data/Uavg_equation.png create mode 100644 overview/.ipynb_checkpoints/README-checkpoint.md diff --git a/modules/.ipynb_checkpoints/module3-checkpoint.md b/modules/.ipynb_checkpoints/module3-checkpoint.md index f2862e8..7d6074e 100644 --- a/modules/.ipynb_checkpoints/module3-checkpoint.md +++ b/modules/.ipynb_checkpoints/module3-checkpoint.md @@ -21,13 +21,13 @@ Download the lab and data files to your computer. Then, upload them to your Jupy ### Problem 1 -On an overcast day with class C stability, the wind velocity at 10 m is 4 m/s. The emission rate of NO is 60 g/s from a stack having an effective height of 100 m. Assume rural conditions. (You will want to use the lab python notebooks to solve this problem.) +On an overcast day with class C stability, the wind velocity at 10 m is 5 m/s. The emission rate of an atmospheric pollutant is 65 g/s from a stack having an effective height of 100 m. Assume rural conditions. (You will want to use the lab python notebooks to solve this problem.) -* Estimate the center-line, ground-level concentration 18 km downwind from the stack, in micrograms per cubic meter. -* Estimate the ground-level concentration 18 km downwind and 800 m from the stack center line, in micrograms per cubic meter. +* Estimate the center-line, ground-level concentration 22 km downwind from the stack, in micrograms per cubic meter. +* Estimate the ground-level concentration 22 km downwind and 650 m from the stack center line, in micrograms per cubic meter. * Calculate and plot the centerline ground level concentration versus distance from the stack (C(x)). * From the plot, estimate the magnitude and location of the peak ground concentration. -* How would the location and magnitude of the peak ground concentration change if the stack height was 150 𝑚? (Plot on the same axes) +* How would the location and magnitude of the peak ground concentration change if the stack height was 120 𝑚? (Plot on the same axes) ### Problem 2 @@ -36,25 +36,24 @@ You are asked to assess the air quality in two cities A and B. The temperature p * What is the mixing height (H) over each city? * Based on the observed temperature profiles, estimate the stability class (A-F) for each city. -* Determine the vertically averaged velocity between z=0 and z=H. You are told that the wind speed 10 𝑚 above the surface is 𝑢=4 𝑚/𝑠. Note: the velocity profile follows the power law and the vertical average is given by: +* Determine the vertically averaged velocity between z=0 and z=H. You are told that the wind speed 10 𝑚 above the surface is 𝑢=5 𝑚/𝑠. Note: the velocity profile follows the power law and the vertical average is given by: - - +![Uavg_equation](data/Uavg_equation.png) * What is the Dilution Rate (or ventilation coefficient) for each city? * Which city is likely to have better air quality on this day? -* If both cities are 15 𝑘𝑚 across, what is the residence time over each? +* If both cities are 25 𝑘𝑚 across, what is the residence time over each? ![CityACityB](data/CityACityB.png) ### Problem 3 -Consider an area-source box model for air pollution above a peninsula of land (see figure below). The length of the box is 20 km, its width is 90 km, and a radiation inversion restricts mixing to 20 m. Wind is blowing clean air into the long dimension of the box at 0.5 m/s. Between 4 and 6 pm there are 300,000 vehicles on the road, each being driven 45 km, and each emitting 4 g/km of CO. +Consider an area-source box model for air pollution above a peninsula of land (see figure below). The length of the box is 30 km, its width is 100 km, and a radiation inversion restricts mixing to 100 m. Wind is blowing clean air into the long dimension of the box at 0.7 m/s. Between 4 and 6 pm there are 300,000 vehicles on the road, each being driven 25 km, and each emitting 5 g/km of CO. ![BoxModel](data/BoxModel.png) -W = 90 km, L = 20 km, H=20 m, u = 0.5 m/s +W = 100 km, L = 30 km, H=100 m, u = 0.7 m/s * Find the average rate of CO emissions during this two-hour period (g CO/s per m^2 of land). * Estimate the concentration of CO at 6 pm if there was no CO in the air at 4 pm. 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While not required for class, you can check out the documentation [here](https://arm-doe.github.io/ACT/index.html)." ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -244,7 +244,7 @@ "[5 rows x 24 columns]" ] }, - "execution_count": 3, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -267,12 +267,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can see that the sonde was launched at 11:34, and its first recording was taken at an atmospheric pressure of 714 mb. We can also look at specific values. Let's pretend that the first value represents the surface air (it's actually slightly above the surface, but it's close). Then can we calculate the characteristics of the surface parcel of air." + "We can see that the sonde was launched at 11:34, and its first recording was taken at an atmospheric pressure of 714 hPa. We can also look at specific values. Let's pretend that the first value represents the surface air (it's actually slightly above the surface, but it's close). Then can we calculate the characteristics of the surface parcel of air." ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -299,12 +299,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Saturated vapor pressure is a function of air temperature. $$ e_{sat} = 0.6108*exp(\\frac{17.27T}{237.3+T}) $$" + "**Saturated vapor pressure is a function of air temperature.**\n", + "Recall that the formula, as shown here, calculates saturated vapor pressure in units of kPa with an input of temperature in degrees C.\n", + "$$ e_{sat} = 0.6108*exp(\\frac{17.27T}{237.3+T}) $$" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -317,7 +319,9 @@ ], "source": [ "# We can use our function for the saturated vapor pressure and the python math forumulas \n", - "# to calculate the saturated vapor pressure esat\n", + "# to calculate the saturated vapor pressure esat near our surface\n", + "# The first step is to change the datatype of the Tsurf variable from above so that it is a floating point\n", + "# number and can be used in equations.\n", "\n", "T = np.asarray(Tsurf).astype(np.float64)\n", "print(T)\n" @@ -325,21 +329,21 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[0.28616842]\n" + "1.0727688258811263\n" ] } ], "source": [ "esat = 0.6108*np.exp((17.27*T)/(237.3+T))\n", "# this formula outputs esat in kPa\n", - "print(esat)" + "print(esat)\n" ] }, { @@ -351,7 +355,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -375,28 +379,27 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ + "# Now, we use numpy with the equation over our entire array\n", "esat_curve = 0.6108*np.exp((17.27*T_curve)/(237.3+T_curve))" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -425,14 +428,14 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[0.14897685]\n" + "[0.55847433]\n" ] } ], @@ -459,14 +462,14 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[-17.92494446]\n" + "[-1.22424516]\n" ] } ], @@ -478,14 +481,14 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[-17.9734832]\n" + "[-1.25012068]\n" ] } ], @@ -505,14 +508,14 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[0.00130091]\n" + "[0.00490495]\n" ] } ], @@ -522,6 +525,7 @@ "P = np.asarray(Psurf).astype(np.float64)\n", "# Check that we have these in the same units. P from the sonde is in mb or hPa and ev is in kPa\n", "# if we look online, we see that 1 kPa = 10 mb, to keep everything in kPa, we need to divide P by 10\n", + "# now everything is in kPa\n", "R = 0.622*ev/((P/10)-ev)\n", "print(R)" ] @@ -535,14 +539,14 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[0.00129819]\n" + "[0.00486657]\n" ] } ], @@ -570,14 +574,14 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[0.00129504]\n" + "[0.00486539]\n" ] } ], @@ -590,7 +594,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "As stated in the textbook, these are all very similar to each other." + "As stated in the textbook and in class, these are all very similar to each other." ] }, { @@ -604,15 +608,15 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[263.37806823]\n", - "[-9.76193177]\n" + "[281.98442101]\n", + "[8.84442101]\n" ] } ], @@ -632,11 +636,11 @@ "Let's continue with this same sounding to explore vertical profiles and tendencies for vertical motion.\n", "\n", "Buoyant acceleration is defined as\n", - "$$ a_p = -g\\frac{\\rho_a' - \\rho_a)}{\\rho_a} $$\n", + "$$ a_p = -g\\frac{(\\rho_a' - \\rho_a)}{\\rho_a} $$\n", "\n", "or \n", "\n", - "$$ a_p = -g\\frac{T_v - T_v'}{T_v} $$\n", + "$$ a_p = -g\\frac{(T_v - T_v')}{T_v} $$\n", "\n", "where the ' indicates the perturbed parcel, and the non-prime value indicates the surrounding air.\n", "Here we see that a _lower_ density will move up, and a _warmer_ temperature will move up." @@ -644,29 +648,17 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 23, "metadata": {}, "outputs": [ { "data": { + "image/png": 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", "text/plain": [ - "Text(0, 0.5, 'altitude (m)')" + "
" ] }, - "execution_count": 17, "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, "output_type": "display_data" } ], @@ -675,47 +667,37 @@ "# the virtual temperature, and the temperature of a parcel following the dry adiabatic lapse rate.\n", "\n", "# Create a new figure.\n", + "# Start with the actual temperature, which we measured with the sounding\n", "fig, axs = plt.subplots(nrows=1, ncols=1, figsize=(7,7), tight_layout=True)\n", "axs.plot(sonde_temp_profile['tdry'],sonde_temp_profile['alt'])\n", "axs.set_ylim(3000,6000)\n", "axs.set_xlim(-20,0)\n", "axs.set_xlabel('temperature (C)')\n", "axs.set_ylabel('altitude (m)')\n", - "\n" + "plt.title('(Fig. 2) Atmospheric Temperature Profile from 10 January 2022');\n" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[3055.1375]\n" + "[3055.1375]\n", + "[-9.97983]\n" ] }, { "data": { + "image/png": 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", "text/plain": [ - "Text(0, 0.5, 'altitude (m)')" + "
" ] }, - "execution_count": 18, "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, "output_type": "display_data" } ], @@ -725,7 +707,7 @@ "Altsurf = sonde_temp_profile.loc[0,['alt']]\n", "Altsurf = np.asarray(Altsurf).astype(np.float64)\n", "print(Altsurf)\n", - "\n", + "print(T)\n", "alt4adiabat =np.asarray(list(range(3055,6055))) \n", "T4adiabat = T - 9.8*(alt4adiabat-3055)/1000\n", "\n", @@ -736,12 +718,20 @@ "axs.set_ylim(3000,6000)\n", "axs.set_xlim(-20,0)\n", "axs.set_xlabel('temperature (C)')\n", - "axs.set_ylabel('altitude (m)')" + "axs.set_ylabel('altitude (m)')\n", + "plt.title('(Fig. 2) Atmospheric Temperature Profile & Dry Adiabat from 10 Jan 2022');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Do we have stable or unstable conditions in this sounding?" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 38, "metadata": {}, "outputs": [ { @@ -749,29 +739,85 @@ "output_type": "stream", "text": [ "0 263.378068\n", - "1 263.326407\n", - "2 263.277007\n", - "3 263.247598\n", - "4 263.237241\n", + "1 267.845751\n", + "2 268.835092\n", + "3 268.248066\n", + "4 267.485153\n", " ... \n", - "91 263.171693\n", - "92 263.171844\n", - "93 263.171996\n", - "94 263.172538\n", - "95 263.172834\n", + "91 216.796763\n", + "92 217.033717\n", + "93 218.668511\n", + "94 220.611648\n", + "95 221.227319\n", "Length: 96, dtype: float64\n" ] } ], "source": [ "# Now we use the data in the sounding to calculate the virtual temperature at each altitude\n", + "# Note that what we are doing with the code is using the equations presented above but iterating over all\n", + "# of the values at all of the heights in the sounding dataframe, so we get arrays of numbers\n", "esat = 0.6108*np.exp((17.27*sonde_temp_profile['tdry'])/(237.3+sonde_temp_profile['tdry']))\n", "ev = esat*sonde_temp_profile['rh']/100\n", "q = 0.62*ev/((sonde_temp_profile['pres']/10)-0.38*ev)\n", - "TvK = (T+273.15)*(1+0.61*q)\n", + "TvK = (sonde_temp_profile['tdry']+273.15)*(1+0.61*q)\n", + "#TvK = (T+273.15)*(1+0.61*q)\n", "print(TvK)\n", "\n", - "#Now, add it to the plot yourself." + "#Now, think about how you would modify the code presented to add it to the plot yourself.\n", + "# You can use the + button to put a new cell below and then copy and past the code from above into that cell.\n", + "# Think about the units of the plot above. Will TvK plot on the same graph as is?\n", + "# Think about the vertical coordinate for TvK -- is it the same as for the adiabat or for tdry?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Disclaimer, solution is presented below. Please try to modify the code yourself before you look." + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# \n", + "\n", + "#Now, modify the code presented to add it to the plot yourself.\n", + "# And add this to the figure above\n", + "fig, axs = plt.subplots(nrows=1, ncols=1, figsize=(7,7), tight_layout=True)\n", + "axs.plot(sonde_temp_profile['tdry'],sonde_temp_profile['alt'])\n", + "axs.plot(T4adiabat,alt4adiabat,'r-')\n", + "axs.plot(TvK-273.15,sonde_temp_profile['alt'],'k-')\n", + "axs.set_ylim(3000,6000)\n", + "axs.set_xlim(-20,0)\n", + "axs.set_xlabel('temperature (C)')\n", + "axs.set_ylabel('altitude (m)')\n", + "plt.title('(Fig. 3) T Profile (blue), Tvprofile (black), & Dry Adiabat (red) from 10 Jan 2022');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### So, what difference did Tvirtual make?\n", + "First, the difference is slight. Is there any change in the stability of this sounding?\n", + "Second, considering the moisture content makes the equivalent dry air temperature a bit warmer.\n", + "Does this make sense with your understanding of the virtual temperature? \n", + "Given the moist air is less dense than dry air, and warm air is less dense than cold air, more moisture would make the virtual temperature warmer than the measured temperature. " ] }, { @@ -784,7 +830,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -805,7 +851,7 @@ " axs[1].set_xlim(limits[0],limits[1])\n", " axs[1].set_ylim(725,350)\n", " axs[1].set_xlabel(f'{variable.upper()} ({unit})');\n", - " axs[1].set_ylabel('Pressure (mbar)');\n", + " axs[1].set_ylabel('Pressure (hPa)');\n", " axs[1].set_title(f'{variable.upper()} with Pressure');\n", "\n", " fig.suptitle(f'{title} on {date}')\n", @@ -821,7 +867,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ @@ -831,55 +877,47 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 33, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -905,48 +943,42 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Plots comparing relative humidity with height during different conditions" + "### Plots comparing relative humidity with height during different conditions" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 34, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", 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\n", 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", 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\n", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -968,7 +1000,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "In addition to the balloon soundings, the SAIL campaign has also placed a [ceilometer](https://www.arm.gov/capabilities/instruments/ceil) at Gothic. The ceilometer uses a laser beam to measure backscatter from particles in the atmosphere. Most particles are in the lowest layer, or boundary layer, of the atmosphere, so you can detect the height of the boundary layer as the point where there are fewer returns. 100% reflection occurs at the bottom of a cloud, so a cloud layer can be identified as the height of strong returns with no returns above it. Rain or snow below a cloud layer will also cause strong returns. Below you can see ceilometer plots showing boundary layer height and cloud height with time for our study site. Look for the dates corresponding to the radiosonde data you have plotted above to check if you have identified the cloud base height correctly.\n", + "In addition to the balloon soundings, the SAIL campaign has also placed a [ceilometer](https://www.arm.gov/capabilities/instruments/ceil) at Gothic. The ceilometer uses a laser beam to measure backscatter from particles in the atmosphere. Most particles are in the lowest layer, or boundary layer, of the atmosphere, so you can detect the height of the boundary layer as the point where there are fewer returns. 100% reflection occurs at the bottom of a cloud, so a cloud layer can be identified as the height of strong returns with no returns above it. Rain or snow below a cloud layer will also cause strong returns. Below you can see ceilometer plots showing boundary layer height and cloud height with time for our study site. Look for the dates corresponding to the radiosonde data you have plotted above to check if you have identified the cloud base height correctly. (Note that ceilometer is plotting height above the surface, so you will want to add 3000 m to it to compare with the graphs above.)\n", "\n", "![ceilometer](ceilometer_backscatter.png)" ] @@ -1000,7 +1032,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.13" } }, "nbformat": 4, diff --git a/modules/lab2/lab2-3.ipynb b/modules/lab2/lab2-3.ipynb index 928edb8..9a427f1 100644 --- a/modules/lab2/lab2-3.ipynb +++ b/modules/lab2/lab2-3.ipynb @@ -7,7 +7,7 @@ "# Atmospheric Thermodynamics and Stability\n", "## SAIL Radiosonde Data\n", "\n", - "This notebook is designed to investigate recent 2022 winter radiosonde data from SAIL launched from Gothic, CO over a variety of conditions\n", + "This notebook is designed to investigate 2022 winter radiosonde data from SAIL launched from Gothic, CO over a variety of conditions\n", "\n", "The `act` package was applied for this notebook to download and easily visualize the data. While not required for class, you can check out the documentation [here](https://arm-doe.github.io/ACT/index.html)." ] @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -244,7 +244,7 @@ "[5 rows x 24 columns]" ] }, - "execution_count": 4, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -267,12 +267,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can see that the sonde was launched at 11:34, and its first recording was taken at an atmospheric pressure of 714 mb. We can also look at specific values. Let's pretend that the first value represents the surface air (it's actually slightly above the surface, but it's close). Then can we calculate the characteristics of the surface parcel of air." + "We can see that the sonde was launched at 11:34, and its first recording was taken at an atmospheric pressure of 714 hPa. We can also look at specific values. Let's pretend that the first value represents the surface air (it's actually slightly above the surface, but it's close). Then can we calculate the characteristics of the surface parcel of air." ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -299,50 +299,51 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Saturated vapor pressure is a function of air temperature. $$ e_{sat} = 0.6108*exp(\\frac{17.27T}{237.3+T}) $$" + "**Saturated vapor pressure is a function of air temperature.**\n", + "Recall that the formula, as shown here, calculates saturated vapor pressure in units of kPa with an input of temperature in degrees C.\n", + "$$ e_{sat} = 0.6108*exp(\\frac{17.27T}{237.3+T}) $$" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "8\n" + "[-9.97983]\n" ] } ], "source": [ "# We can use our function for the saturated vapor pressure and the python math forumulas \n", - "# to calculate the saturated vapor pressure esat\n", + "# to calculate the saturated vapor pressure esat near our surface\n", + "# The first step is to change the datatype of the Tsurf variable from above so that it is a floating point\n", + "# number and can be used in equations.\n", "\n", "T = np.asarray(Tsurf).astype(np.float64)\n", - "T = 8\n", "print(T)\n" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "1.0727688258811263\n", - "4000\n" + "1.0727688258811263\n" ] } ], "source": [ "esat = 0.6108*np.exp((17.27*T)/(237.3+T))\n", "# this formula outputs esat in kPa\n", - "print(esat)\n", - "print(800*5)" + "print(esat)\n" ] }, { @@ -354,7 +355,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -378,28 +379,27 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ + "# Now, we use numpy with the equation over our entire array\n", "esat_curve = 0.6108*np.exp((17.27*T_curve)/(237.3+T_curve))" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -428,14 +428,14 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[0.14897685]\n" + "[0.55847433]\n" ] } ], @@ -462,14 +462,14 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[-17.92494446]\n" + "[-1.22424516]\n" ] } ], @@ -481,14 +481,14 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[-17.9734832]\n" + "[-1.25012068]\n" ] } ], @@ -508,14 +508,14 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[0.00130091]\n" + "[0.00490495]\n" ] } ], @@ -525,6 +525,7 @@ "P = np.asarray(Psurf).astype(np.float64)\n", "# Check that we have these in the same units. P from the sonde is in mb or hPa and ev is in kPa\n", "# if we look online, we see that 1 kPa = 10 mb, to keep everything in kPa, we need to divide P by 10\n", + "# now everything is in kPa\n", "R = 0.622*ev/((P/10)-ev)\n", "print(R)" ] @@ -538,14 +539,14 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[0.00129819]\n" + "[0.00486657]\n" ] } ], @@ -573,14 +574,14 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[0.00129504]\n" + "[0.00486539]\n" ] } ], @@ -593,7 +594,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "As stated in the textbook, these are all very similar to each other." + "As stated in the textbook and in class, these are all very similar to each other." ] }, { @@ -607,15 +608,15 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[263.37806823]\n", - "[-9.76193177]\n" + "[281.98442101]\n", + "[8.84442101]\n" ] } ], @@ -635,11 +636,11 @@ "Let's continue with this same sounding to explore vertical profiles and tendencies for vertical motion.\n", "\n", "Buoyant acceleration is defined as\n", - "$$ a_p = -g\\frac{\\rho_a' - \\rho_a)}{\\rho_a} $$\n", + "$$ a_p = -g\\frac{(\\rho_a' - \\rho_a)}{\\rho_a} $$\n", "\n", "or \n", "\n", - "$$ a_p = -g\\frac{T_v - T_v'}{T_v} $$\n", + "$$ a_p = -g\\frac{(T_v - T_v')}{T_v} $$\n", "\n", "where the ' indicates the perturbed parcel, and the non-prime value indicates the surrounding air.\n", "Here we see that a _lower_ density will move up, and a _warmer_ temperature will move up." @@ -647,29 +648,17 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 23, "metadata": {}, "outputs": [ { "data": { + "image/png": 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", "text/plain": [ - "Text(0, 0.5, 'altitude (m)')" + "
" ] }, - "execution_count": 17, "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, "output_type": "display_data" } ], @@ -678,47 +667,37 @@ "# the virtual temperature, and the temperature of a parcel following the dry adiabatic lapse rate.\n", "\n", "# Create a new figure.\n", + "# Start with the actual temperature, which we measured with the sounding\n", "fig, axs = plt.subplots(nrows=1, ncols=1, figsize=(7,7), tight_layout=True)\n", "axs.plot(sonde_temp_profile['tdry'],sonde_temp_profile['alt'])\n", "axs.set_ylim(3000,6000)\n", "axs.set_xlim(-20,0)\n", "axs.set_xlabel('temperature (C)')\n", "axs.set_ylabel('altitude (m)')\n", - "\n" + "plt.title('(Fig. 2) Atmospheric Temperature Profile from 10 January 2022');\n" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[3055.1375]\n" + "[3055.1375]\n", + "[-9.97983]\n" ] }, { "data": { + "image/png": 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99lsDMH777bc09zNo0CD7uLjs8PvvvxsODg7Gf/7znwyv79WrlxEQEJCp+xowYIABGHv27DEM4/8/ZnzzzTfT7Herj5wAIzAwMM34vtSxUzVq1DBSUlLs27/88ksDMLZv324YhmFcvnzZcHd3N9q2bZvmPo8fP264urrax9RduHDBAIwvv/zyls8nJCTEsFgsRkRERJrtLVq0MHx8fOwfz6Y+zxsfd968eQZgH8969epVw9fX1+jQoUOa/ZKTk43q1asbdevWtW9L/agvozHKqdelOnz4sOHo6Gj06tXrls/ndm4cWvDDDz8YgDF//vw0+23cuNEAjLFjx9q3hYSEGO7u7sbJkyft2yIiIgzACAoKSvNRdurP85dffknz2IDx1VdfpXmsDz74wACMNWvWGIZhG5MJGKNHj06z34kTJwx3d/c0Hw03atTIAG47liolJcVITEw0Vq9ebQDGtm3b7Nfd7LWa+nFfRu9DbvjI92Y/y6w8l4ykDi0IDw83EhMTjZiYGGPx4sWGn5+f4e3tbf89lPq9nTx5cprbjx8/3gCMefPmpdme+nvsjz/+sG9r1KiRUbly5ds+14yGFlSoUMGoWbOmkZiYmOa27du3N4KCgtINw7rRvn37jAoVKhjlypUzXFxcjMWLF99y/5u51dACwzCMcePGGYAxd+5cwzD+/2dcpkyZdB+FHjp0yHBwcDC++OIL+7a4uDijSJEi6cb5ZeTq1auGj4+PUb9+ffu2fv36GRaLxTh48KB922+//XbL98W/v/epr4cjR45k+Jipr/Njx44ZgPHzzz/br0t9jd7470Dqx983G6ZyJ++dm7nZ8IaQkBDD0dHRPi47Vffu3Q1XV9d0Q+LatGljeHh4GFeuXDEM4/9fkzf+3h02bJgBGC+88EKa7Y8++qjh6+ub6dyGceuhBak/qzNnzqS7rmXLlka5cuVued+ZGVqQlJRkJCYmGs2aNTM6deqU7rZVq1Y1kpKS7Ns3bNhgAMYPP/yQiWeX1uuvv24AxqJFi+zbTp06ZQDGqFGj0u0/e/ZsAzDWrVt30/u8XQ/5t169ehlOTk7284vuho7IZuD06dNpZiK4UdeuXdm4cWOaS+rZvzdavXo13t7etG7dOs32Hj16ZFveLVu20LVrV+rXr8+oUaMy3Mff35/IyEj7xwI3Exsby7x582jQoAEVKlQAoFGjRpQpU4apU6emmcHhdpo0aYKnp6f964oVKwLQpk2bNB+pp25PPeoYFhZGXFwc/fv3T3N/JUqUoGnTpvYjnr6+vpQpU4ZPP/2Uzz//nK1bt940X+XKlalevXqabT179iQ6Ojrd2ZgdO3ZM83XqX6ep+datW8elS5fo169fmqPyKSkptG7dmo0bN6abJaJz5843+S79v+XLl5OcnMyzzz57232zYvHixRQqVIgOHTqkyVujRg0CAwPT/eVfo0YNihUrZv869efTuHFjPDw80m3P6Ghxr1690nzds2dPwHZULzWTxWKhd+/eaTIFBgZSvXr1dJkKFy5M06ZN0z3O4cOH6dmzJ4GBgTg6OuLs7EyjRo0A0g1DyS43/iyz+lxupn79+jg7O+Pt7U379u0JDAzkt99+IyAg4JaPv3LlSjw9Pe1HzlKlvn8y+oQgqw4ePMjevXvtP9d/P8+2bdty5syZWw4ZuHTpEs2bN6dFixb2oRGdO3fmt99+s+8zc+ZMLBZLmk9+7oRxk0/HOnbsmO6j0NKlS9O+fXvGjh1rv93s2bO5ePHiTWdr+bd58+YRHR2d5sjtgAEDMAyDKVOm2Lelvu5v9r64ncjISAYPHkyJEiVwcnLC2dnZ/tFvRq/zGx+na9euODk52XOAOe+datWqpTtSt3LlSpo1a0aJEiXSbO/fvz/Xrl0jLCwszfb27dun+Tr191C7du3Sbb906VKmhhdkxc1mmrnTGWjGjx/PAw88gJubm/1nu2LFigx/Bu3atbMP0YH0/zZl1sSJE/nggw8YPnw4jzzySLrrb/VcbnZdZnpIqjfffJNZs2bxxRdfUKtWrSxlz4jTXd9DPhQXF4ezs3OaF8y/+fn5Ubt27Uzd18WLF9P9QwRkuO1ObN26lRYtWnD//fezdOlSXF1dM9zPzc0NwzC4fv06Xl5eN72/uXPnEhsbS9euXdN8PN+1a1dGjRrF8uXLadWqVaay+fr6pvnaxcXllttTx7RdvHgRIMOPr4KDg1m+fDlge0OtWLGCd999l08++YThw4fj6+tLr169+OCDD/D29rbfLjAwMN19pW5LfbxURYoUSfN16vc09SP01I+KbywO/3bp0qU0JT4zH2OnjmErXrz4bffNinPnznHlyhX79/lGN46zu9OfWyonJ6d038Mbv9fnzp3DMIybvg9Kly6d5uuMvn+xsbE89NBDuLm58f7771OuXDk8PDzs4wNvHPKQXW7MktXncjPTp0+nYsWKODk5ERAQkOFz9vDwwMfHJ822ixcvEhgYmO4fGH9/f5ycnNK9vu9E6mv+pZde4qWXXspwn1tN+TRp0iROnDjBW2+9hYuLC/Pnz6dLly506tSJn3/+mVatWrFq1SoqVqxIqVKl7ipr6j/qwcHBabbf7D04dOhQmjVrxvLly2nZsiXffvstoaGhmRp2MWnSJNzc3GjdurX992W1atUoWbIkU6dO5Z133sHR0ZGLFy/e8n1xKykpKbRs2ZLTp0/z5ptvUrVqVTw9PUlJSaF+/foZvs5vvN/Ux059LeSW9w7YXr83+12fev2/3cnvp1v9m5dZqT+7jP5Nv3TpUrrHz4zPP/+c4cOHM3jwYN577z2KFi2Ko6Mjb775ZoZF9nb/NmXGlClTGDRoEE8//XS6MeCFCxfGYrFk+DsjdRhERs8zsz0E4J133uH999/ngw8+yNQfi5mhIpuBokWLkpCQwNWrV9OUkTtRpEgRNmzYkG772bNn7+p+wfbiad68OSEhIfzxxx9Yrdab7nvp0iVcXV1v+4ZOHds1bNgwhg0bluH1mS2ydyr1zXrmzJl0150+fTrNkfKQkBB75v379zNv3jxGjhxJQkJCmrGoGX2/U7fd+MvhdlIf/5tvvrGfkHOjG3/RZeav9dSxkCdPnkx3dOJuFC1alCJFirBs2bIMr/934c8OSUlJXLx4Mc339cbvddGiRbFYLPzzzz8Z/tK7cVtG37+VK1dy+vRpVq1aZT+SBKQbH30rbm5uAPaTolLdqvzdmCWrz+VmKlaseNs/kDP6PhQpUoT169djGEaa61M/gbnZJ0tZkXofI0aMsI+7vVH58uVvevtDhw7h6Oho//3j4uLCTz/9xOOPP86jjz7K6NGjmT59+h2d/PpvhmHw66+/4unpme57ebP3YNOmTalSpQpjxozBy8uLLVu2MHPmzNs+1v79+1mzZg0A9913X4b7/P7777Rt25YiRYrc8n1xKzt37mTbtm1MnTqVfv362bdndILsv+/335+q3PjY2fHeuRM3e/3e7Hc9kC2v3+xQtWpVAHbs2EGlSpXs25OSkti7d+8dfco6c+ZMGjduzLhx49Jsj4mJubuwNzFlyhSeeuop+vXrx/jx49P9PNzd3Slbtiw7duxId9sdO3bg7u6e7g/zrPSQd955h5EjRzJy5MhsHb+soQUZSP1I/dChQ3d9X40aNSImJibNR2hAlmYQyEhERATNmzenePHiLF++nMKFC99y/8OHD6d582Vkz549hIWF0blzZ/766690l2bNmvHzzz/b/5G/k78GMyM0NBR3d/d0/5icPHnS/jFURsqVK8cbb7xB1apV0w0X2LVrF9u2bUuzbfbs2Xh7e2fphBeAhg0bUqhQIXbv3k3t2rUzvNzs6OettGzZEkdHx3S/1O5W+/btuXjxIsnJyRlmvVUBuVOzZs1K8/Xs2bMB7DN6tG/fHsMwOHXqVIaZUv/RuJXUX8I3FsXvvvsu3b43e60GBATg5ubG9u3b02z/+eefb/v4qbLjudyNZs2aERsbm+4EqunTp9uvv1vly5fn/vvvZ9u2bTd9zd/qD6IqVaqQnJyc5nWRWmabNm3Ks88+S4MGDTL9UfvNvPPOO+zevZuhQ4fa/0jJjBdeeIElS5YwYsQIAgICePzxx297m9Q/oL///vt0vyuXLl2Ks7OzfbaX1BOHb/a+uJWsvM5T3fg48+bNIykpyf7+y473TnZp1qyZvVj/2/Tp0/Hw8LjpwYJ7rV69egQFBaX7Y+unn34iNjb2pn/g3YrFYkn3M9i+fXu64RTZYerUqTz11FP07t2biRMn3vQPu06dOrFy5co0swnExMSwYMECOnbsiJPT/x//zEoPee+99xg5ciRvvPEGb7/9dvY9MXRENkOpb/bw8PAMz97Lin79+vHFF1/Qu3dv3n//fcqWLctvv/3G77//DqSd+mP69OkMGDCAyZMn07dv35ve5759+2jevDkAH3zwAQcOHEhzJn+ZMmXSnOmckpLChg0b7GeT3kzqL+aXX37ZPoXGv8XExLBixQpmzpzJ0KFD7f9Af/zxx7Rp0wZHR0eqVat2RyXu3woVKsSbb77Ja6+9Rt++fenRowcXL17knXfewc3Nzf4m2L59O8899xyPP/44999/Py4uLqxcuZLt27fz6quvprnP4OBgOnbsyMiRIwkKCmLmzJksX76cjz/+OM24z8zw8vLim2++oV+/fly6dIkuXbrg7+/P+fPn2bZtG+fPn7+jMlqyZElee+013nvvPeLi4ujRowdWq5Xdu3dz4cIF+1Q1WdW9e3dmzZpF27ZtGTp0KHXr1sXZ2ZmTJ0/y119/8cgjj9CpU6c7uu+MuLi4MHr0aGJjY6lTpw7r1q3j/fffp02bNjz44IOA7Y+Bp59+mieeeIJNmzbx8MMP4+npyZkzZ1izZg1Vq1blmWeeueXjNGjQgMKFCzN48GDefvttnJ2dmTVrVro/WIBbvlZ79+7N5MmTKVOmDNWrV2fDhg2ZKhipsuO53I2+ffvy7bff0q9fP44ePUrVqlVZs2YNH374IW3btrX/rrhb3333HW3atKFVq1b079+fYsWKcenSJfbs2cOWLVv48ccfb3rbJ598kilTpvDMM8+wY8cOWrVqRXJyMmFhYfzzzz+UKFGCNWvWMG/ePLp27XrbLFeuXLFPO3T16lX27dvHnDlz+Oeff+jatWuW3yu9e/dmxIgR/P3337zxxhu3/R2WlJRkHwry77Py/61Dhw788ssvnD9/npYtW/Lwww/z8ssvc/XqVWrXrs3atWuZMWPGbbNVqFCBMmXK8Oqrr2IYBr6+vvz666/2IVYZWbBgAU5OTrRo0YJdu3bx5ptvUr16dfv3NrveO9nh7bffZvHixTRp0oS33noLX19fZs2axZIlS/jkk09ueYQvO1y7do2lS5cC2F9Tq1ev5sKFC3h6etpnlnB0dOSTTz6hT58+DBo0iB49enDgwAFefvllWrRoke48mJv5d4Fs37497733Hm+//TaNGjVi3759vPvuu5QqVeq257NkxY8//siTTz5JjRo1GDRoULpPiWvWrGkv1C+99BIzZsygXbt2vPvuu7i6uvLRRx9x/fr1NFP0ZaWHjB49mrfeeovWrVvTrl27dFOG3fUfK3d9ulg+9dBDD6U7e90wbr8gwo2zFhiG7Wz7xx57zPDy8jK8vb2Nzp07G0uXLk13xum/V/i5ldT9bna58fYrVqwwAGPz5s03vc+EhATD39/fqFGjxk33SUpKMooXL25UrVrVMAzDiI+PN5566inDz8/PsFgsac60zej7dLOzNm+2EMHEiRONatWqGS4uLobVajUeeeSRNKumnTt3zujfv79RoUIFw9PT0/Dy8jKqVatmfPHFF2nO7Ew9y/mnn34yKleubLi4uBglS5Y0Pv/880zluNmZ7atXrzbatWtn+Pr6Gs7OzkaxYsWMdu3apbn9rSYov3HWglTTp0836tSpY7i5uRleXl5GzZo1szS7RUYLIiQmJhqfffaZUb16dfv9VqhQwRg0aJBx4MAB+343OyM8sz/P1Mfevn270bhxY8Pd3d3w9fU1nnnmmQxXqJo8ebJRr149w9PT03B3dzfKlClj9O3bN82ZrDc7094wDGPdunVGaGio4eHhYfj5+RlPPfWUsWXLlnQ/r1u9VqOiooynnnrKCAgIMDw9PY0OHToYR48evemsBTebbD4zzyUjN1sQ4Ua3Wuji4sWLxuDBg42goCDDycnJCAkJMUaMGJFu0v+7mbXAMAxj27ZtRteuXQ1/f3/D2dnZCAwMNJo2bWqMHz/+ltkNwzBiY2ONN954wyhXrpzh7Oxs+Pj4GE2aNDFmz55tJCUlGY8++qjh5OSUbnaNG4WEhNh/11ksFsPLy8soX7680adPH+P3339Pt39mJ6Lv37+/4eTklGbGjptJnbHjVjOmLFu2LM1sFleuXDEGDBhgFCpUyPDw8DBatGhh7N27N1OzFuzevdto0aKF4e3tbRQuXNh4/PHHjePHj9/0Nbp582ajQ4cO9n9zevTokW5S+ux472TkVrMW3Gy2iR07dhgdOnQwrFar4eLiYlSvXj3d77yb/X6+2fsns4tDpL4+MrqEhISk23/27Nn2f5cCAwONF154wYiJibnlYxiGbdVPwPjmm2/s2+Lj442XXnrJKFasmOHm5mY88MADxqJFi4x+/fqleexbvYZvfA1kJHXGk5tdbvx5Hjx40Hj00UcNHx8fw8PDw2jWrFm6/pCVHpI688zNLnfL8r9vhNxg/vz5dOvWjWPHjqUZa5RdPvzwQ9544w2OHz+e7Sf33KhPnz4cPnyYtWvX5ujj5FYlS5akSpUq9kn9Jef079/f/lGbSF6RkJBAyZIlefDBBzO9wINIVixcuJDHHnuMJUuW0LZtW7Pj5CsaWnATjz32GHXq1GHUqFGMGTPmru4r9fYVKlQgMTGRlStX8vXXX9O7d+8cL7GHDh1i7ty5rFy5MkcfR0Qkrzl//jz79u1jypQpnDt3Lt2QJJG7dejQISIiInjttdcIDAzMcBpBuTsqsjdhsVj4/vvv+eWXX0hJScnyUrX/5uHhwRdffMHRo0eJj4/nvvvu45VXXrEv5ZeTjh8/zpgxY+xjE0VExGbJkiU88cQTBAUFMXbs2Cyf+ClyO++99x7z5s2jXr16zJ07N0snIUrmaGiBiIiIiORJpk+/derUKXr37k2RIkXw8PCgRo0abN682X69YRiMHDmS4OBg3N3dady4Mbt27UpzH/Hx8Tz//PMULVoUT09POnbsyMmTJ9Psc/nyZfr06YPVasVqtdKnT58cnzNPRERERHKOqUX28uXLNGzYEGdnZ3777Td2797N6NGjKVSokH2fTz75hM8//5wxY8awceNGAgMDadGiRZoJg4cNG8bChQuZM2cOa9asITY2lvbt25OcnGzfp2fPnkRERLBs2TKWLVtGREQEffr0uZdPV0RERESykalDC1599VXWrl3LP//8k+H1hmEQHBzMsGHDeOWVVwDb0deAgAA+/vhjBg0aRFRUFH5+fsyYMYNu3boBthVBSpQowdKlS2nVqhV79uyhUqVKhIeHU69ePcA2X1xoaCh79+7NkQnhRURERCRnmXqy1y+//EKrVq14/PHHWb16NcWKFWPIkCEMHDgQgCNHjnD27Flatmxpv42rqyuNGjVi3bp1DBo0iM2bN5OYmJhmn+DgYKpUqcK6deto1aoVYWFhWK1We4kF2wS8VquVdevWZVhk4+Pj0yxbmZKSwqVLlyhSpEimlhsVERERERvDMIiJiSE4OPiuTqC/kalF9vDhw4wbN44XX3yR1157jQ0bNvDCCy/g6upK37597etQ37hufUBAAMeOHQNsa0q7uLikWxotICDAfvuzZ8/i7++f7vH9/f1vutb1qFGj7nglJRERERFJ78SJE9k69aipRTYlJYXatWvz4YcfArZl0nbt2sW4cePSLNF64xFQwzBue1T0xn0y2v9W9zNixAhefPFF+9dRUVHcd999nDhxAh8fn9s/uXssNj6JJ6duZNfpaPy9XZk+oC7FfbO29KqIiIhIToiOjqZEiRJ4e3tn6/2aWmSDgoKoVKlSmm0VK1Zk/vz5AAQGBgK2I6pBQUH2fSIjI+1HaQMDA0lISODy5ctpjspGRkbSoEED+z7nzp1L9/jnz59Pd7Q3laurq33t4X/z8fHJlUXWB5g1pAndvgvjQGQsQ37cw7zBofh7a846ERERyR2ye3imqbMWNGzYkH379qXZtn//fkJCQgAoVaoUgYGBLF++3H59QkICq1evtpfUWrVq4ezsnGafM2fOsHPnTvs+oaGhREVFsWHDBvs+69evJyoqyr5PfuDr6cKMJ+tRvLA7Ry9eo++kDURdSzQ7loiIiEiOMLXI/uc//yE8PJwPP/yQgwcPMnv2bCZMmMCzzz4L2Fr7sGHD+PDDD1m4cCE7d+6kf//+eHh40LNnTwCsVitPPvkkw4cPZ8WKFWzdupXevXtTtWpVmjdvDtiO8rZu3ZqBAwcSHh5OeHg4AwcOpH379vluxoJAqxszn6xHUS9X9p6NYcC0jVxLSDI7loiIiEi2M31lr8WLFzNixAgOHDhAqVKlePHFF+2zFoBtHOs777zDd999x+XLl6lXrx7ffvstVapUse9z/fp1/vvf/zJ79mzi4uJo1qwZY8eOpUSJEvZ9Ll26xAsvvMAvv/wCQMeOHRkzZkyaOWtvJTo6GqvVSlRUVK4cWnCjPWei6fZdGNHXk3i4nB8T+9bGxcn09S9ERESkAMqpHmV6kc0r8lqRBdh87DK9J64nLjGZdlWD+LpHTRwdNHWYiIiI3Fs51aN0iC4fqxVSmAl9a+HsaGHJjjO8tmAH+rtFRERE8gsV2Xzuofv9+Lp7TRwsMHfTCUb9tldlVkRERPIFFdkCoE3VID56rBoAE/4+zNhVh0xOJCIiInL3VGQLiK51SvB624oAfPr7PmaEHzM5kYiIiMjdUZEtQAY+XJrnmpQF4K2fd/JzxCmTE4mIiIjcORXZAmZ4y3L0DQ3BMGD4vG2s3Jt+xTMRERGRvEBFtoCxWCyM7FCZR2sEk5Ri8MzMLaw/fNHsWCIiIiJZpiJbADk4WPj08eo0q+BPfFIKT03bxM5TUWbHEhEREckSFdkCytnRgW97PUC9Ur7ExCfRd/IGDkbGmh1LREREJNNUZAswN2dHJvarTdViVi5dTaDPpPWcuhJndiwRERGRTFGRLeC83ZyZNqAuZfw8ORN1nT4T13MhNt7sWCIiIiK3pSIr+Hq6MPOpehQr5M7hC1fpO2kDUXGJZscSERERuSUVWQEgyOrOzKfqUdTLhd1nonlq2kbiEpLNjiUiIiJyUyqyYleqqCfTB9TD282JjUcv88yszSQkpZgdS0RERCRDKrKSRqVgH6b0r4ObswOr9p3nxXkRJKcYZscSERERSUdFVtKpXdKX7/rUxtnRwuLtZ3hj0U4MQ2VWREREchcVWclQo3J+fNmtJhYL/LDhOB8v22d2JBEREZE0VGTlptpVC+LDTlUBGL/6EONWHTI5kYiIiMj/U5GVW+pR9z5GtKkAwMfL9jJ7/XGTE4mIiIjYqMjKbQ1qVIYhjcsA8PqiHfy67bTJiURERERUZCWT/tuqPL3r34dhwH/mRvDXvkizI4mIiEgBpyIrmWKxWHi3YxU6Vg8mKcXgmZmb2Xj0ktmxREREpABTkZVMc3CwMLprdZqU9+N6YgoDpm5k1+kos2OJiIhIAaUiK1ni7OjA2F61qFvSl5jrSfSdtIHD52PNjiUiIiIFkIqsZJm7iyMT+9emSjEfLl5NoPfE9Zy+Emd2LBERESlgVGTljvi4OTPtibqU9vPkdNR1ek1cz9mo62bHEhERkQJERVbuWBEvV2Y+WY9ihdw5cuEqXb8L4+Tla2bHEhERkQJCRVbuSnAhd+YOqk9IEQ+OX7pGt+/COXrhqtmxREREpABQkZW7VrywB3OfDqW0nyenrsTR9bswDkbqBDARERHJWSqyki0CrW7MfTqU8gHeRMbE031CGHvPRpsdS0RERPIxFVnJNn7ervzwdH0qB/twITaB7hPC2XlK88yKiIhIzlCRlWzl6+nC7KfqU6NEIa5cS6TH9+FsPX7Z7FgiIiKSD6nISrazejgz48m61ClZmJjrSfSeuJ4NR7ScrYiIiGQvFVnJEd5uzkwbUJcGZYpwNSGZfpM3sPbgBbNjiYiISD6iIis5xsPFicn969C4vB9xick8MXUjf+2LNDuWiIiI5BMqspKj3Jwd+a5PLVpUCiAhKYWnp2/ij11nzY4lIiIi+YCKrOQ4VydHxvZ6gHbVgkhMNhgyawuLt582O5aIiIjkcSqyck84OzrwVbcaPFazGEkpBi/8sJX5m0+aHUtERETyMBVZuWecHB347PHqdK9TghQDXvppGz9sOG52LBEREcmjVGTlnnJwsPBhp6r0Cw3BMGDEgh1MW3fU7FgiIiKSB6nIyj3n4GBhZMfKPP1waQDe/mUXE/4+ZHIqERERyWtUZMUUFouFEW0q8HzTsgB8uHQv36w4YHIqERERyUtUZMU0FouF4S3L81LLcgCMXr6fz37fh2EYJicTERGRvEBFVkz3XNP7eaNdRQDG/HWQD5bsUZkVERGR21KRlVzhqYdK8+4jlQGYuOYIb/28i5QUlVkRERG5ORVZyTX6hpbk485VsVhgRvgxRizYQbLKrIiIiNyEiqzkKt3q3MfnXavjYIG5m04wfF4ESckpZscSERGRXEhFVnKdTjWL802PB3BysLAo4jQvzNlKosqsiIiI3EBFVnKldtWCGNe7Fi6ODizdcZZnZm4hPinZ7FgiIiKSi6jISq7VolIAE/rWwtXJgT/3nGPg9M1cT1SZFRERERsVWcnVGpf3Z0r/Org7O/L3/vM8MWUjV+OTzI4lIiIiuYCKrOR6DcoWZfqTdfFydSLs8EX6Td5AzPVEs2OJiIiIyVRkJU+oU9KXmU/Vw8fNiU3HLtN70gairqnMioiIFGQqspJn1ChRiNkD61PYw5ltJ67Q4/twLl1NMDuWiIiImERFVvKUKsWszHk6lKJeruw+E033CWFExlw3O5aIiIiYQEVW8pzygd7MHVSfAB9X9p+Lpft34ZyNUpkVEREpaFRkJU8q4+fFvEGhFCvkzuELV+n6XRgnL18zO5aIiIjcQyqykmeFFPFk7qD6hBTx4Pila3QdH8bRC1fNjiUiIiL3iIqs5GnFC3sw9+lQyvh5cjrqOl2/C+NgZKzZsUREROQeUJGVPC/Q6sacp0MpH+BNZEw83SeEsfdstNmxREREJIepyEq+4Oftyg9P16dysA8XYhPoPiGcnaeizI4lIiIiOUhFVvINX08XZg+sT40ShbhyLZEe34ez5fhls2OJiIhIDlGRlXzF6u7MzKfqUbekLzHXk+gzcT0bjlwyO5aIiIjkABVZyXe8XJ2YOqAODcsW4WpCMv0mb2DtwQtmxxIREZFspiIr+ZKHixOT+tWhcXk/4hKTeWLqRv7aG2l2LBEREclGKrKSb7k5O/Jdn1q0qBRAQlIKT8/YxO+7zpodS0RERLKJiqzka65Ojozt9QDtqgWRmGwwZNYWft122uxYIiIikg1UZCXfc3Z04KtuNXisZjGSUwyGztnK/M0nzY4lIiIid0lFVgoEJ0cHPnu8Ot3rlCDFgJd+2saEvw9hGIbZ0UREROQOqchKgeHgYOHDTlXp36AkhgEfLt3LC3MiuJaQZHY0ERERuQMqslKgODhYeLtDJd59pDJODhZ+3Xaax8au49jFq2ZHExERkSxSkZUCx2Kx0De0JD88XR8/b1f2no2hwzdr+GufpucSERHJS1RkpcCqU9KXxc8/yAP3FSL6ehIDpm7k6xUHSEnRuFkREZG8QEVWCrQAHzfmPB1Kr3r3YRjw+fL9DJq5mejriWZHExERkdtQkZUCz8XJgQ86VeWTztVwcXJg+e5zPDpmLQcjY8yOJiIiIregIivyP13rlODHQaEEW904fOEqj4xZy7KdZ8yOJSIiIjehIivyL9VLFOKX5x+kfmlfriYkM3jmFj5ZtpdkjZsVERHJdVRkRW5Q1MuVmU/W46kHSwEwdtUhnpi6kSvXEkxOJiIiIv+mIiuSASdHB95oX4mvutfAzdmBv/efp8OYNew+HW12NBEREfkfFVmRW3ikRjEWDmnIfb4enLgUx2Pj1rJo6ymzY4mIiAgqsiK3VTHIh1+ea8jD5fy4npjCsLkRvPPrLhKTU8yOJiIiUqCpyIpkQiEPF6b0r8NzTcoCMGXtUXpPXM/5mHiTk4mIiBRcKrIimeToYOGlVuUZ37sWXq5OrD9yiQ7frCHixBWzo4mIiBRIKrIiWdS6SiCLnm1IaT9PzkZfp+v4MOZuPG52LBERkQJHRVbkDpT19+LnZxvSslIACckpvDJ/B68t3EF8UrLZ0URERAoMFVmRO+Tt5sz43rV4qWU5LBaYvf443SeEczbqutnRRERECgQVWZG74OBg4bmm9zO5fx183JzYevwK7b9Zw4Yjl8yOJiIiku+pyIpkgybl/fn1+QepEOjNhdh4en4fztS1RzAMLW0rIiKSU1RkRbJJSBFPFgxpQMfqwSSlGIz8dTfD523jeqLGzYqIiOQEFVmRbOTh4sRX3WvwRruKODpYWLD1FJ3HrePEpWtmRxMREcl3TC2yI0eOxGKxpLkEBgbar+/fv3+66+vXr5/mPuLj43n++ecpWrQonp6edOzYkZMnT6bZ5/Lly/Tp0wer1YrVaqVPnz5cuXLlXjxFKYAsFgtPPVSaGU/WpYinC7tOR9NxzBrWHLhgdjQREZF8xfQjspUrV+bMmTP2y44dO9Jc37p16zTXL126NM31w4YNY+HChcyZM4c1a9YQGxtL+/btSU7+/49ze/bsSUREBMuWLWPZsmVERETQp0+fe/L8pOBqUKYovz7/INWKW7l8LZG+k9czfvUhjZsVERHJJk6mB3BySnMU9kaurq43vT4qKopJkyYxY8YMmjdvDsDMmTMpUaIEf/75J61atWLPnj0sW7aM8PBw6tWrB8D3339PaGgo+/bto3z58tn/pET+J7iQO/MGhfLWzzuZt+kkH/22lx0no/ikSzU8XU1/+4mIiORpph+RPXDgAMHBwZQqVYru3btz+PDhNNevWrUKf39/ypUrx8CBA4mMjLRft3nzZhITE2nZsqV9W3BwMFWqVGHdunUAhIWFYbVa7SUWoH79+litVvs+GYmPjyc6OjrNReROuDk78nHnarz/aBWcHS0s2XGGR79dy5ELV82OJiIikqeZWmTr1avH9OnT+f333/n+++85e/YsDRo04OLFiwC0adOGWbNmsXLlSkaPHs3GjRtp2rQp8fHxAJw9exYXFxcKFy6c5n4DAgI4e/asfR9/f/90j+3v72/fJyOjRo2yj6m1Wq2UKFEiu562FEAWi4Xe9UOY83Qo/t6uHIiMpeM3a1ix55zZ0URERPIsU4tsmzZt6Ny5M1WrVqV58+YsWbIEgGnTpgHQrVs32rVrR5UqVejQoQO//fYb+/fvt+93M4ZhYLFY7F//+/9vts+NRowYQVRUlP1y4sSJO3mKImnUCinM4ucfpHZIYWLik3hy2ia+WL6flBSNmxUREckq04cW/JunpydVq1blwIEDGV4fFBRESEiI/frAwEASEhK4fPlymv0iIyMJCAiw73PuXPqjXufPn7fvkxFXV1d8fHzSXESyg7+PG7MH1qdvaAgAX604wMDpm4iKSzQ5mYiISN6Sq4psfHw8e/bsISgoKMPrL168yIkTJ+zX16pVC2dnZ5YvX27f58yZM+zcuZMGDRoAEBoaSlRUFBs2bLDvs379eqKiouz7iNxrLk4OvPtIFT57vDouTg6s2BvJo9+uZf+5GLOjiYiI5BkWw8S5gF566SU6dOjAfffdR2RkJO+//z6rV69mx44dFClShJEjR9K5c2eCgoI4evQor732GsePH2fPnj14e3sD8Mwzz7B48WKmTp2Kr68vL730EhcvXmTz5s04OjoCtiEMp0+f5rvvvgPg6aefJiQkhF9//TXTWaOjo7FarURFRenorGSrHSejGDxzM6euxOHh4sinXarTrlrGf8yJiIjkRTnVo0w9Invy5El69OhB+fLleeyxx3BxcSE8PJyQkBAcHR3ZsWMHjzzyCOXKlaNfv36UK1eOsLAwe4kF+OKLL3j00Ufp2rUrDRs2xMPDg19//dVeYgFmzZpF1apVadmyJS1btqRatWrMmDHDjKcskk7V4lZ+ea4hDcoU4VpCMs/O3sKo3/aQlJxidjQREZFczdQjsnmJjshKTktKTuGT3/cx4W/bFHQPli3K1z1q4uvpYnIyERGRu5Mvj8iKyP9zcnTgtbYV+aZHTdydHVlz8AIdvlnDzlNRZkcTERHJlVRkRXKZDtWDWfRsQ0KKeHDqShydx61j/uaTZscSERHJdVRkRXKh8oHe/PLcgzQp70d8UgrDf9zG2z/vJFHjZkVEROxUZEVyKau7M5P61eGFZvcDMC3sGD2/Dycy5rrJyURERHIHFVmRXMzBwcKLLcrxfd/aeLs6sfHoZTp8s4bNxy7f/sYiIiL5nIqsSB7QolIAi55rSFl/L85Fx9N9Qhiz1h9Dk46IiEhBpiIrkkeU8fNi0bMNaVMlkMRkg9cX7uTV+Tu4nphsdjQRERFTqMiK5CFerk6M7fUAL7cuj4MF5m46QbcJ4Zy+Emd2NBERkXtORVYkj7FYLAxpXJapT9SlkIcz205cocM3awg/fNHsaCIiIveUiqxIHvVwOT9+fe5BKgX5cPFqAr0mrmfK2iMaNysiIgWGiqxIHlbC14P5zzSgU81iJKcYvPPrbt76eRdJmm9WREQKABVZkTzO3cWRz7tW57W2FbBYYEb4MQZM20T09USzo4mIiOQoFVmRfMBisfD0w2UY37sW7s6O/L3/PF3GrePEpWtmRxMREckxKrIi+UiryoHMGxSKv7cr+8/F0mnsWrYc1+IJIiKSP6nIiuQzVYtb+fm5hlQM8uFCbALdJ4Tz67bTZscSERHJdiqyIvlQkNWdnwaH0qyCPwlJKTz/w1bGrDygGQ1ERCRfUZEVyac8XZ2Y0Lc2AxqWAuCzP/bz0o/biU/SSmAiIpI/qMiK5GOODhbe6lCJ9x6tgqODhflbTtJn0gYuX00wO5qIiMhdU5EVKQD61A9hcv86eLs6seHIJTqNXcvh87FmxxIREbkrKrIiBUSjcn7MH9KAYoXcOXrxGp3GriPskJa1FRGRvEtFVqQAKRfgzaJnG1LzvkJExSXSd/J65m06YXYsERGRO6IiK1LA+Hm78sPA+rSrFkRissHLP23nk2V7SUnRjAYiIpK3qMiKFEBuzo58070mzzctC8DYVYd47octxCVoRgMREck7VGRFCigHBwvDW5Zn9OPVcXa0sHTHWbpPCCMy5rrZ0URERDJFRVakgOtcqzgzn6xHIQ9ntp2MotO369h7NtrsWCIiIrelIisi1CtdhIVDGlK6qCenrsTRZVwYq/ZFmh1LRETkllRkRQSAUkU9WTCkAfVL+xIbn8SAqRuZHnbU7FgiIiI3pSIrInaFPFyYPqAej9cqTooBb/28i5G/7CJZMxqIiEgupCIrImm4ODnwSZdqvNy6PABT1x1l4PRNxMYnmZxMREQkLRVZEUnHYrEwpHFZxvZ6AFcnB1bujaTLuHWcuhJndjQRERE7FVkRuam2VYOYOyiUol6u7D0bw6PfrmXbiStmxxIREQFUZEXkNmqUKMSiZxtQIdCb8zHxdJsQxrKdZ8yOJSIioiIrIrdXvLAHPw4OpXF5P64npjB45hbGrz6EYegkMBERMY+KrIhkirebMxP71qZfaAgAH/22l1fn7yAhKcXkZCIiUlCpyIpIpjk5OvDOI1UY2aESDhaYu+kE/SZvIOpaotnRRESkAFKRFZEs69+wFJP61cHTxZGwwxfpNG4tRy9cNTuWiIgUMCqyInJHmlTw56dnGhBsdePw+at0GruWDUcumR1LREQKEBVZEbljFYN8WPRsQ6oVt3L5WiK9J65n4daTZscSEZECQkVWRO6Kv48bc58OpXXlQBKSU/jP3G18/sc+zWggIiI5TkVWRO6au4sjY3s9wOBGZQD4euVBXpgTwfXEZJOTiYhIfqYiKyLZwsHBwqttKvBJ52o4OVj4ddtpen4fzoXYeLOjiYhIPqUiKyLZqmudEkx/si4+bk5sOX6FR79dy4FzMWbHEhGRfEhFVkSyXYMyRVn4bENCinhw8nIcj41dxz8HzpsdS0RE8hkVWRHJEWX8vFg4pCF1ShYmJj6J/lM2Mmv9MbNjiYhIPqIiKyI5xtfThZlP1aNTzWIkpxi8vnAn7y/eTXKKZjQQEZG7pyIrIjnK1cmRz7tW58UW5QCYuOYIg2Zs5mp8ksnJREQkr1ORFZEcZ7FYeKHZ/XzdoyYuTg78ueccj48P40xUnNnRREQkD1ORFZF7pmP1YH4YWJ8ini7sPhPNo9+uZeepKLNjiYhIHqUiKyL3VK2Qwix6tiH3+3txLjqex8eH8ceus2bHEhGRPEhFVkTuuRK+Hswf0oCH7i9KXGIyg2ZuZuI/h7WsrYiIZImKrIiYwsfNmcn969Cz3n0YBry/ZA+vL9pJYnKK2dFERCSPUJEVEdM4OzrwwaNVeKNdRSwWmL3+OAOmbtSMBiIikikqsiJiKovFwlMPlWZCn9q4Ozvyz4EL9J60nqhriWZHExGRXE5FVkRyhRaVApg9sB5Wd2e2Hr9CtwlhRMZcNzuWiIjkYiqyIpJr1LyvMHMH1cfP25W9Z2PoOj6ME5eumR1LRERyKRVZEclVKgT68NPgUIoXdufoxWs8Pj6Mg5ExZscSEZFcSEVWRHKdkCKe/DS4AWX9vTgbfZ2u34Wz46QWThARkbRUZEUkVwq0ujFvUCjVilu5dDWBHt+Hs/7wRbNjiYhILqIiKyK5lq+nC7Oeqke9Ur7ExifRd/IG/tobaXYsERHJJVRkRSRX83ZzZtqAujSr4E98UgoDp2/il22nzY4lIiK5gIqsiOR6bs6OjO9Ti47Vg0lKMRg6Zyuz1x83O5aIiJhMRVZE8gRnRwe+6FaDXv9b0va1hTsYv/qQ2bFERMREKrIikmc4Olh4/9EqPNO4DAAf/baXT5btxTAMk5OJiIgZVGRFJE+xWCy80roCr7SuAMDYVYd48+edpKSozIqIFDQqsiKSJz3TuAwfdKqCxQIzw4/zn3kRJCanmB1LRETuIRVZEcmzetUL4ctuNXBysPBzxGmembmZ64nJZscSEZF7REVWRPK0R2oUY0LfWrg6OfDnnkj6T9lAbHyS2bFEROQeUJEVkTyvaYUApg2oi5erE+GHL9Hz+3AuXU0wO5aIiOQwFVkRyRfqly7CDwPrU9jDme0no+j2XRhno66bHUtERHKQiqyI5BtVi1uZNyiUQB83DkTG8vh36zh28arZsUREJIeoyIpIvnJ/gDc/Dg4lpIgHJy7F0WV8GPvOxpgdS0REcoCKrIjkOyV8PfhxUCgVAr05HxNP1+/C2Hr8stmxREQkm6nIiki+5O/jxpyn61PzvkJExSXSa+J61h28YHYsERHJRiqyIpJvFfJwYeaT9WhYtgjXEpLpP3Ujf+w6a3YsERHJJiqyIpKvebo6MalfHVpWCiAhKYVnZm1h4daTZscSEZFsoCIrIvmem7MjY3s9wGMPFCM5xeA/c7cxPeyo2bFEROQuqciKSIHg5OjAZ12q079BSQDe+nkXY1YewDAMc4OJiMgdU5EVkQLDwcHC2x0q8UKz+wH47I/9jPptr8qsiEgepSIrIgWKxWLhxRbleKNdRQAm/H2YEQt2kJyiMisikteoyIpIgfTUQ6X5pHM1HCwwZ+MJXvhhKwlJKWbHEhGRLFCRFZECq2udEnzb8wGcHS0s2XGGgdM3EZeQbHYsERHJJBVZESnQ2lQNYmK/Org7O7J6/3n6Tl5P9PVEs2OJiEgmqMiKSIHXqJwfM5+qi7ebExuPXqbHhHAuxMabHUtERG5DRVZEBKgV4sucp+tT1MuFXaej6To+jNNX4syOJSIit6AiKyLyP5WDrcwbFEqw1Y3DF67y+PgwDp+PNTuWiIjchIqsiMi/lPbz4qdnGlDaz5NTV+Lo+l0Yu05HmR1LREQyoCIrInKD4ELuzBsUSqUgHy7EJtB9Qjibj10yO5aIiNxARVZEJANFvVz54en61ClZmJjrSfSeuIG/9583O5aIiPyLiqyIyE1Y3Z2ZPqAejcr5EZeYzJPTNvLbjjNmxxIRkf9RkRURuQV3F0e+71ubdlWDSEw2eHb2FuZtOmF2LBERweQiO3LkSCwWS5pLYGCg/XrDMBg5ciTBwcG4u7vTuHFjdu3aleY+4uPjef755ylatCienp507NiRkydPptnn8uXL9OnTB6vVitVqpU+fPly5cuVePEURyQdcnBz4ukdNutcpQYoBL/+0nUlrjpgdS0SkwDP9iGzlypU5c+aM/bJjxw77dZ988gmff/45Y8aMYePGjQQGBtKiRQtiYmLs+wwbNoyFCxcyZ84c1qxZQ2xsLO3btyc5+f+XmezZsycREREsW7aMZcuWERERQZ8+fe7p8xSRvM3RwcKox6ry9MOlAXhv8W4+X74fwzBMTiYiUnBZDBN/C48cOZJFixYRERGR7jrDMAgODmbYsGG88sorgO3oa0BAAB9//DGDBg0iKioKPz8/ZsyYQbdu3QA4ffo0JUqUYOnSpbRq1Yo9e/ZQqVIlwsPDqVevHgDh4eGEhoayd+9eypcvn6ms0dHRWK1WoqKi8PHxyZ5vgIjkOYZhMHbVIT79fR8A/RuU5K32lXBwsJicTEQk98qpHmX6EdkDBw4QHBxMqVKl6N69O4cPHwbgyJEjnD17lpYtW9r3dXV1pVGjRqxbtw6AzZs3k5iYmGaf4OBgqlSpYt8nLCwMq9VqL7EA9evXx2q12vfJSHx8PNHR0WkuIiIWi4Vnm5Tl3UcqAzB13VH++9N2kpJTTE4mIlLwmFpk69Wrx/Tp0/n999/5/vvvOXv2LA0aNODixYucPXsWgICAgDS3CQgIsF939uxZXFxcKFy48C338ff3T/fY/v7+9n0yMmrUKPuYWqvVSokSJe7quYpI/tI3tCRfdKuOo4OF+VtOMmDaJmKuJ5odS0SkQDG1yLZp04bOnTtTtWpVmjdvzpIlSwCYNm2afR+LJe3HdYZhpNt2oxv3yWj/293PiBEjiIqKsl9OnNBZyiKSVqeaxfmudy3cnR35e/95Hh8fxukrcWbHEhEpMEwfWvBvnp6eVK1alQMHDthnL7jxqGlkZKT9KG1gYCAJCQlcvnz5lvucO3cu3WOdP38+3dHef3N1dcXHxyfNRUTkRs0rBTBvUCh+3q7sPRvDo9+uZcdJLWkrInIv5KoiGx8fz549ewgKCqJUqVIEBgayfPly+/UJCQmsXr2aBg0aAFCrVi2cnZ3T7HPmzBl27txp3yc0NJSoqCg2bNhg32f9+vVERUXZ9xERuRtVi1tZ9GxDygd4ExkTT9fvwli+O/0f0CIikr1MLbIvvfQSq1ev5siRI6xfv54uXboQHR1Nv379sFgsDBs2jA8//JCFCxeyc+dO+vfvj4eHBz179gTAarXy5JNPMnz4cFasWMHWrVvp3bu3fagCQMWKFWndujUDBw4kPDyc8PBwBg4cSPv27TM9Y4GIyO0UK+TOT8+E8tD9RYlLTObpGZuYrLlmRURylJOZD37y5El69OjBhQsX8PPzo379+oSHhxMSEgLAyy+/TFxcHEOGDOHy5cvUq1ePP/74A29vb/t9fPHFFzg5OdG1a1fi4uJo1qwZU6dOxdHR0b7PrFmzeOGFF+yzG3Ts2JExY8bc2ycrIvmet5szk/vX4a2fd/HDhuO8u3g3xy5e5c32lXByzFUfgImI5AumziObl2geWRHJLMMw+P6fw3y4dC8ATSv4802Pmni6mnrsQETENPl2HlkRkfzGYrHw9MNlGNfrAVydHFi5N5LHx4dxNuq62dFERPIVFVkRkRzSpmoQc56uT1EvF3afiebRb9ey+7QWVxERyS4qsiIiOajmfYVZOKQhZf29OBt9ncfHr+OvvZFmxxIRyRdUZEVEclgJXw/mP9OABmWKcDUhmSenbWRG2FGzY4mI5HkqsiIi94DV3ZmpT9Tl8VrFSTHgzZ938f7i3SSn6HxbEZE7pSIrInKPuDg58EmXavy3lW0O64lrjjB45mauJSSZnExEJG9SkRURuYcsFgvPNinLNz1q4uLkwPLd5+g+IZzIGM1oICKSVSqyIiIm6FA9mNlP1aOwhzPbT0bR6dt17DsbY3YsEZE8RUVWRMQktUv6snBIQ0oX9eTUlTi6jFvH3/vPmx1LRCTPUJEVETFRyaKeLBjSgLqlfImJT+KJqRv5YcNxs2OJiOQJKrIiIiYr5OHCjCfr0qlmMZJTDEYs2MFHv+0lRTMaiIjckoqsiEgu4OrkyOddqzOs+f0AjF99iOd+2ML1xGSTk4mI5F4qsiIiuYTFYmFY83J80a06zo4Wlu44S4/vw7kQG292NBGRXElFVkQkl+lUszgznqyH1d2Zrcev0GnsWg5GakYDEZEbqciKiORC9UsXYcGQBoQU8eDEpTgeG7uOdYcumB1LRCRXUZEVEcmlyvh5sXBIQ2qFFCb6ehJ9J23gx00nzI4lIpJrqMiKiORivp4uzHqqHu2rBZGUYvDfn7Yz+o99GIZmNBARUZEVEcnl3Jwd+bp7TZ5rUhaAb1YeZOicCM1oICIFnoqsiEge4OBg4aVW5fmkSzWcHCz8su00fSat59LVBLOjiYiYRkVWRCQP6Vq7BNMG1MXbzYmNRy/z2Ni1HD4fa3YsERFTqMiKiOQxDcsWZcEzDShe2J2jF6/x2Lh1bDhyyexYIiL3nIqsiEgedH+ANwuHNKR6iUJcuZZI74nrWbT1lNmxRETuKRVZEZE8ys/blTkD69OmSiAJySkMmxvBV38e0IwGIlJgqMiKiORh7i6OfNvzAQY9XBqAL/7cz/Aft5GQlGJyMhGRnKciKyKSxzk4WBjRtiIfdKqCo4OFBVtO0Xfyeq5c04wGIpK/qciKiOQTveqFMLl/HbxcnQg/fInHxq3j2MWrZscSEckxKrIiIvlIo3J+/PRMKMFWNw6fv0qnsevYfEwzGohI/qQiKyKSz1QI9GHRsw2pWszKpasJ9Ph+Pb9uO212LBGRbKciKyKSD/n7uDF3UH1aVAogISmF53/Yyrd/HdSMBiKSr6jIiojkUx4uTozvXYsBDUsB8Onv+3h1/g4SkzWjgYjkDyqyIiL5mKODhbc6VOKdjpVxsMDcTSfoP2UDUXGJZkcTEblrKrIiIgVAvwYlmdivNh4ujqw9eJEu49Zx4tI1s2OJiNwVFVkRkQKiaYUAfhwcSoCPKwciY+k0dh0RJ66YHUtE5I6pyIqIFCCVg60serYhFYN8uBAbT/cJYSzbecbsWCIid0RFVkSkgAmyuvPj4FCalPfjemIKz8zawsR/DpsdS0Qky1RkRUQKIC9XJ77vW5s+9UMwDHh/yR5+0VyzIpLHqMiKiBRQTo4OvPtIZQY1Kg3Aq/O3c+BcjMmpREQyT0VWRKQAs1gsvNyqAg3LFuFaQjKDZ24mNj7J7FgiIpmiIisiUsA5Olj4qntNAn3cOHT+Kq/M364VwEQkT1CRFRERinq58m2vB3BysLBk+xmmrD1qdiQRkdtSkRUREQBqhRTmjXYVAfhw6R42Hb1kciIRkVtTkRUREbt+DUrSoXowSSkGz87ewvmYeLMjiYjclIqsiIjYWSwWPnqsKmX9vTgXHc8LP2wlKTnF7FgiIhlSkRURkTQ8XZ0Y3/sBPFwcCTt8kdHL95sdSUQkQyqyIiKSTll/bz7uXA2AcasOsXz3OZMTiYikpyIrIiIZ6lA9mCcalgTgxXkRHLt41dxAIiI3UJEVEZGbGtGmIrVCChNzPYnBM7dwPTHZ7EgiInYqsiIiclMuTg582/MBini6sOdMNG8s2qnFEkQk11CRFRGRWwq0uvFNj5o4WOCnzSeZu/GE2ZFERAAVWRERyYQGZYvyUqvyALz1yy52nIwyOZGIiIqsiIhk0uCHy9C8YgAJSSk8M2szV64lmB1JRAo4FVkREckUBwcLo7tW5z5fD05ejuM/cyNISdF4WRExj4qsiIhkmtXdmXG9H8DVyYG/9p3n278Omh1JRAowFVkREcmSysFW3nu0CgCf/7mffw6cNzmRiBRUKrIiIpJlXWuXoHudEhgGDJ0TwekrcWZHEpEC6K6KbHx8fHblEBGRPGZkx8pUKebDpasJDJm1hYSkFLMjiUgBk6Ui+/vvv9O/f3/KlCmDs7MzHh4eeHt706hRIz744ANOnz6dUzlFRCSXcXN2ZFyvWvi4ORFx4gofLNltdiQRKWAyVWQXLVpE+fLl6devHw4ODvz3v/9lwYIF/P7770yaNIlGjRrx559/Urp0aQYPHsz58xovJSJSEJTw9eDL7jUAmBZ2jJ8jTpkbSEQKFIuRibUG69aty5tvvkm7du1wcLh59z116hRfffUVAQEBDB8+PFuDmi06Ohqr1UpUVBQ+Pj5mxxERyVVG/7GPb1YexN3ZkZ+fa0i5AG+zI4lILpJTPSpTRVZUZEVEbiU5xaDf5A2sOXiB0kU9+fm5hni7OZsdS0RyiZzqUZq1QERE7pqjg4WvutcgyOrG4QtXeWX+dnScRERymlNWb2AYBj/99BN//fUXkZGRpKSkPUt1wYIF2RZORETyjiJernzb6wG6fRfG0h1nmbTmCE89VNrsWCKSj2X5iOzQoUPp06cPR44cwcvLC6vVmuYiIiIF1wP3FeaNdpUA+Oi3vWw8esnkRCKSn2V5jKyvry8zZ86kbdu2OZUpV9IYWRGRzDEMg6FzIvhl22n8vV1Z8sJD+Hm7mh1LREyUa8bIWq1WSpfWR0UiIpIxi8XCqMeqcr+/F5Ex8Tz/wxaSkrVYgohkvywX2ZEjR/LOO+8QF6flCEVEJGOerk6M610LTxdHwg9f4rM/9psdSUTyoSwX2ccff5zLly/j7+9P1apVeeCBB9JcREREAMr6e/FJl+oAjF99iN93nTU5kYjkN1metaB///5s3ryZ3r17ExAQgMViyYlcIiKSD7SrFsTmY6WYvPYIL83bRvnnvSlZ1NPsWCKST2T5ZC9PT09+//13HnzwwZzKlCvpZC8RkTuTmJxCjwnhbDp2mQqB3iwc0hB3F0ezY4nIPZRrTvYqUaKEipyIiGSas6MDY3o+QFEvF/aejeH1RTu0WIKIZIssF9nRo0fz8ssvc/To0RyIIyIi+VGg1Y2ve9TEwQILtpzihw0nzI4kIvlAlocWFC5cmGvXrpGUlISHhwfOzmnX0r50KX9Ofq2hBSIid2/cqkN8vGwvLo4O/PRMKNWKFzI7kojcAznVo7J8steXX36ZbQ8uIiIFy+BGpdly/DLLd5/jmZlbWPLCgxTycDE7lojkUVk+IltQ6YisiEj2iIpLpOOYNRy7eI3G5f2Y3K8ODg6aAUckPzP1ZK+rV69m6U6zur+IiBQcVndnxvWqhauTA6v2nWfMXwfNjiQieVSmimzZsmX58MMPOX369E33MQyD5cuX06ZNG77++utsCygiIvlPpWAfPuhUFYAv/tzP3/vPm5xIRPKiTA0t2LdvH2+88Qa//PILNWrUoHbt2gQHB+Pm5sbly5fZvXs3YWFhODs7M2LECJ5++mkcHfPXHIEaWiAikv1GLNjODxtOUNjDmcUvPESxQu5mRxKRHJBTPSpLY2RPnjzJjz/+yN9//83Ro0eJi4ujaNGi1KxZk1atWtG2bVscHLI8o1eeoCIrIpL9ricm02X8OnaeiqZ6iULMG1QfV6f8dSBERHJJkS3IVGRFRHLGiUvXaP/NGqLiEulSqzifdqmm5c9F8plcs7KXiIhIdirh68FX3WvgYIGfNp9k9B/7zY4kInmEiqyIiJiucXl/PvzfyV9j/jrI9LCj5gYSkTxBRVZERHKF7nXv48UW5QB4+5ddLN1xxuREIpLbqciKiEiu8XzTsvSsdx+GAcPmRrD+8EWzI4lILqYiKyIiuYbFYuG9R6rQslIACUkpPDV9E3vPRpsdS0RyqTsqsv/88w+9e/cmNDSUU6dOATBjxgzWrFmTreFERKTgcXSw8HWPmtQOKUzM9ST6T97IqStxZscSkVwoy0V2/vz5tGrVCnd3d7Zu3Up8fDwAMTExfPjhh9keUERECh43Z0cm9qvN/f5enI2+Tr/JG7hyLcHsWCKSy2S5yL7//vuMHz+e77//HmdnZ/v2Bg0asGXLlmwNJyIiBVchDxemDahLoI8bByNjeXLaJq4nJpsdS0RykSwX2X379vHwww+n2+7j48OVK1eyI5OIiAgAwYXcmTagLj5uTmw+dpnnf9hKUnKK2bFEJJfIcpENCgri4MGD6bavWbOG0qVLZ0soERGRVOUDvfm+b21cnBxYvvscb/68Cy1KKSJwB0V20KBBDB06lPXr12OxWDh9+jSzZs3ipZdeYsiQITmRUURECrh6pYvwdfcaWCzww4bjfL0i/QEVESl4slxkX375ZR599FGaNGlCbGwsDz/8ME899RSDBg3iueeeu+Mgo0aNwmKxMGzYMPu2/v37Y7FY0lzq16+f5nbx8fE8//zzFC1aFE9PTzp27MjJkyfT7HP58mX69OmD1WrFarXSp08fDYMQEcljWlcJ4t1HqgDwxZ/7+WHDcZMTiYjZ7mj6rQ8++IALFy6wYcMGwsPDOX/+PO+9994dh9i4cSMTJkygWrVq6a5r3bo1Z86csV+WLl2a5vphw4axcOFC5syZw5o1a4iNjaV9+/YkJ///CQE9e/YkIiKCZcuWsWzZMiIiIujTp88d5xUREXP0qR/C803LAvD6wh0s333O5EQiYianO72hh4cHtWvXvusAsbGx9OrVi++//573338/3fWurq4EBgZmeNuoqCgmTZrEjBkzaN68OQAzZ86kRIkS/Pnnn7Rq1Yo9e/awbNkywsPDqVevHgDff/89oaGh7Nu3j/Lly9/1cxARkXvnxRblOBd9nXmbTvLc7C3MHliPWiG+ZscSERNkqsg+9thjmb7DBQsWZCnAs88+S7t27WjevHmGRXbVqlX4+/tTqFAhGjVqxAcffIC/vz8AmzdvJjExkZYtW9r3Dw4OpkqVKqxbt45WrVoRFhaG1Wq1l1iA+vXrY7VaWbdunYqsiEgeY7FY+LBTVS7EJrBybyRPTtvET4NDKevvbXY0EbnHMjW0IHVsqdVqxcfHhxUrVrBp0yb79Zs3b2bFihVYrdYsPficOXPYsmULo0aNyvD6Nm3aMGvWLFauXMno0aPZuHEjTZs2tS/CcPbsWVxcXChcuHCa2wUEBHD27Fn7PqnF99/8/f3t+2QkPj6e6OjoNBcREckdnBwdGNOzJjVKFOLKtUT6Td7I2ajrZscSkXssU0dkp0yZYv//V155ha5duzJ+/HgcHR0BSE5OZsiQIfj4+GT6gU+cOMHQoUP5448/cHNzy3Cfbt262f+/SpUq1K5dm5CQEJYsWXLLo8SGYWCxWOxf//v/b7bPjUaNGsU777yTmaciIiIm8HBxYnL/OnQZt47DF67Sf8oG5g4KxerufPsbi0i+kOWTvSZPnsxLL71kL7EAjo6OvPjii0yePDnT97N582YiIyOpVasWTk5OODk5sXr1ar7++mucnJzSnKyVKigoiJCQEA4cOABAYGAgCQkJXL58Oc1+kZGRBAQE2Pc5dy79yQDnz5+375ORESNGEBUVZb+cOHEi089NRETuDV9P2+pfft6u7D0bw9PTtfqXSEGS5SKblJTEnj170m3fs2cPKSmZX22lWbNm7Nixg4iICPuldu3a9OrVi4iIiDRFOdXFixc5ceIEQUFBANSqVQtnZ2eWL19u3+fMmTPs3LmTBg0aABAaGkpUVBQbNmyw77N+/XqioqLs+2TE1dUVHx+fNBcREcl9Svh6MPWJOni5OrH+yCVenBdBcooWTBApCLI8a8ETTzzBgAEDOHjwoH1O1/DwcD766COeeOKJTN+Pt7c3VapUSbPN09OTIkWKUKVKFWJjYxk5ciSdO3cmKCiIo0eP8tprr1G0aFE6deoE2MbuPvnkkwwfPpwiRYrg6+vLSy+9RNWqVe2zGFSsWJHWrVszcOBAvvvuOwCefvpp2rdvrxO9RETyicrBVib0qUW/KRtYuuMsfl67GNmx8i2HkIlI3pflIvvZZ58RGBjIF198wZkzZwDbR/4vv/wyw4cPz7Zgjo6O7Nixg+nTp3PlyhWCgoJo0qQJc+fOxdv7/89M/eKLL3BycqJr167ExcXRrFkzpk6dmuaI7qxZs3jhhRfssxt07NiRMWPGZFtWERExX4OyRfm8aw2e/2Er08KOEWB1Y0jjsmbHEpEcZDHuYsHq1DP5C8LH7tHR0VitVqKiogrE8xURyasmrznCu4t3A/Bpl2o8XruEyYlEJKd61B2t7JVKY0dFRCS3GfBgKQY9XBqAVxfs4K99kSYnEpGckuWhBaVKlbrlmKPDhw/fVSAREZG79UrrCkTGxLNw6ymGzNzCD0/Xp0aJQmbHEpFsluUiO2zYsDRfJyYmsnXrVpYtW8Z///vf7MolIiJyxxwcLHzcuRoXYuP558AFBkzdyPxnGlCqqKfZ0UQkG93VGNl/+/bbb9m0aVOaxRPyE42RFRHJe2Ljk+gxIZwdp6Io4evO/Gca4O+d8SI8IpJzcuUY2X9r06YN8+fPz667ExERuWterrbVv0KKeHDiUhxPTNlIzPVEs2OJSDbJtiL7008/4evrm113JyIiki38vF2ZPqAuRTxd2HU6msEzN5OQlPkFfEQk98ryGNmaNWumOdnLMAzOnj3L+fPnGTt2bLaGExERyQ4hRTyZ8kQduk8IZ+3Bi/z3p2180bUGDg5aMEEkL8tykX3kkUfSFFkHBwf8/Pxo3LgxFSpUyNZwIiIi2aVa8UKM612LJ6du5OeI0/h7u/J6u0pmxxKRu5BtJ3vldzrZS0Qkf1iw5SQvztsGwOttKzLwf3POikjOyTUnezk6OhIZmX5y6YsXL6ZZFlZERCQ3euyB4rzaxvYJ4gdL9/BzxCmTE4nIncpykb3ZAdz4+HhcXFzuOpCIiEhOG/RwaZ5oWBKAl37cxpoDF8wNJCJ3JNNjZL/++msALBYLEydOxMvLy35dcnIyf//9t8bIiohInmCxWHizXSUiY+JZsv0Mg2ZsYu6gUKoUs5odTUSyINNjZEuVKgXAsWPHKF68eJphBC4uLpQsWZJ3332XevXq5UxSk2mMrIhI/hOflEz/yRsJO3yRol6uLHimAfcV8TA7lki+k1M9KssnezVp0oQFCxZQuHDhbAuRF6jIiojkT9HXE+n2XTh7zkRTsogHPz3TgKJermbHEslXcs3JXn/99VeBK7EiIpJ/+bg5M+2JOhQr5M7Ri9d4cupGrsYnmR1LRDIhU0dkX3zxRd577z08PT158cUXb7nv559/nm3hchMdkRURyd8OnY+ly7h1XL6WSOPyfnzftzbOjtm2AKZIgZZTPSpTJ3tt3bqVxETb2tRbtmxJsyCCiIhIflDGz4tJ/evQ8/twVu07z6vzd/DZ49X0b55ILqYFETJJR2RFRAqGFXvO8fSMzSSnGAxpXIaXW2tGHpG7lWvGyA4YMICYmJh0269evcqAAQOyJZSIiIhZmlUMYFSnqgCMXXWIqWuPmJxIRG4my0V22rRpxMXFpdseFxfH9OnTsyWUiIiImbrWKcHwFuUAeGfxbpZsP2NyIhHJSKYXRIiOjsYwDAzDICYmBjc3N/t1ycnJLF26FH9//xwJKSIicq8917Qs52KuMzP8OP+ZG4GvpwuhZYqYHUtE/iXTRbZQoUJYLBYsFgvlypVLd73FYuGdd97J1nAiIiJmsVgsvNOxChdiEli26yxPT9/EvMGhVAzSeRIiuUWmT/ZavXo1hmHQtGlT5s+fj6+vr/06FxcXQkJCCA4OzrGgZtPJXiIiBdP1xGT6TtrAhqOXCPBxZf4zDSheWKt/iWRFrlnZ69ixY9x3330FbjoSFVkRkYIr6loij3+3jv3nYinj58mCIQ2xujubHUskzzC1yG7fvj3Td1itWrW7CpRbqciKiBRsp6/E0XncOs5EXad5RX8m9KmNg0PBOqgjcqdMLbIODg5YLBZut6vFYiE5OTnbwuUmKrIiIrLjZBSdx68jISmF/7Yqz7NNypodSSRPMHVlryNHNIeeiIhI1eJW3u1YmVcX7GD0H/uoXrwQD95f1OxYIgVWpopsSEhITucQERHJE7rXvY8txy8zb9NJXpizlcXPP0hwIXezY4kUSJmefutGu3fv5vjx4yQkJKTZ3rFjx7sOJSIikpu9+0gVdp2OZtfpaJ6ZtYV5g+rj6uRodiyRAifLRfbw4cN06tSJHTt2pBk3mzqLQX4dIysiIpLKzdmR8b1r0f6bNWw7cYX3Fu/m/Uermh1LpMDJ8hK1Q4cOpVSpUpw7dw4PDw927drF33//Te3atVm1alUORBQREcl9Svh68GW3GlgsMDP8OAu2nDQ7kkiBk+UiGxYWxrvvvoufnx8ODg44ODjw4IMPMmrUKF544YWcyCgiIpIrNangz/NN7wfgtYU72HMm2uREIgVLlotscnIyXl5eABQtWpTTp08DthPC9u3bl73pREREcrmhze7n4XJ+XE9MYfDMzUTFJZodSaTAyHKRrVKlin2BhHr16vHJJ5+wdu1a3n33XUqXLp3tAUVERHIzRwcLX3WrQbFC7hy7eI3h87aRkpKlRTNF5A5luci+8cYbpKSkAPD+++9z7NgxHnroIZYuXcrXX3+d7QFFRERyu8KeLozr/QAujg78uecc41YfMjuSSIGQqZW9bufSpUsULlzYPnNBfqSVvURE5HbmbDjOqwt24GCB6QPqabEEkf/JqR6V5SOyGfH19c3XJVZERCQzute9j661i5NiwAtztnL6SpzZkUTytWwpsiIiImLz7iNVqBzsw6WrCTwzawvxSZpfXSSnqMiKiIhko9TFEqzuzvbFEkQkZ6jIioiIZDMtliByb6jIioiI5AAtliCS81RkRUREcogWSxDJWSqyIiIiOUSLJYjkLBVZERGRHKTFEkRyjoqsiIhIDqtWvBDvPFIZgNF/7GPNgQsmJxLJH1RkRURE7oHudUrweC0tliCSnVRkRURE7gGLxcJ7j2qxBJHspCIrIiJyj7g5OzKulxZLEMkuKrIiIiL30H1FtFiCSHZRkRUREbnHtFiCSPZQkRURETGBFksQuXsqsiIiIibQYgkid09FVkRExCRaLEHk7qjIioiImOjGxRLWHtRiCSKZpSIrIiJisn8vlvD8D1osQSSzVGRFRERMduNiCUO0WIJIpqjIioiI5AKpiyX4uDkRocUSRDJFRVZERCSXuK+IB192rwFosQSRzFCRFRERyUWaVgjghaZlAS2WIHI7KrIiIiK5zNDm5bRYgkgmqMiKiIjkMlosQSRzVGRFRERyIS2WIHJ7KrIiIiK5lBZLELk1FVkREZFcTIsliNyciqyIiEgupsUSRG5ORVZERCSXu3GxhPcX7zE7kkiuoCIrIiKSB/x7sYQZ4ce0WIIIKrIiIiJ5hhZLEElLRVZERCQPGdq8HA/dX1SLJYigIisiIpKnODpY+Lp7TS2WIIKKrIiISJ5z42IJk9ceMTuSiClUZEVERPKgasUL8WaHSgB8veKAhhhIgaQiKyIikkf1rHsf5QK8iL6exKR/DpsdR+SeU5EVERHJoxwdLLzYohwAk9Yc4dLVBJMTidxbKrIiIiJ5WKvKgVQO9uFqQjLfrT5kdhyRe0pFVkREJA+zWCwMb2k7Kjst7CiRMddNTiRy76jIioiI5HFNyvtT875CXE9MYexfOiorBYeKrIiISB5nsVh4qWV5AGavP87pK3EmJxK5N1Rks2r3brMTiIiIpNOgTBHql/YlITmFb1YeNDuOyD2hIptVjRrB559DSorZSUREROxsY2VtR2V/3HSC4xevmZxIJOepyGZVQgIMHw7Nm8Px42anERERsatT0peHy/mRlGLw1YoDZscRyXEqsln15Zfg6Ql//QVVq8KMGWBojWsREckdhv9vXtmFW09yMDLW5DQiOUtFNqueeAIiIiA0FKKjoW9f6NoVLl40O5mIiAjVSxSiRaUAUgz48s/9ZscRyVEqsneibFn4+294/31wcoKffrIdnV22zOxkIiIi9tW+Fm8/w54z0SanEck5KrJ3yskJXn8dwsOhYkU4cwbatIEhQ+DqVbPTiYhIAVYxyId21YIA+Hy5jspK/qUie7dq1YLNm2HoUNvX48ZBzZqwfr25uUREpED7T/P7cbDA8t3n2H7yitlxRHKEimx2cHe3nQS2fDkULw4HDkDDhvD225CYaHY6EREpgMr6e/NozWIAjP5DR2Ulf1KRzU7Nm8P27dCzJyQnw7vvQoMGsG+f2clERKQAGtrsfpwcLKzef56NRy+ZHUck26nIZrfChWHWLPjhByhUCDZtsg01GDNG03SJiMg9FVLEk8drlwBg9B86qCL5j4psTuneHXbuhBYtIC4Onn8eWreGU6fMTiYiIgXI803L4uLoQPjhS6w7eMHsOCLZKtcU2VGjRmGxWBg2bJh9m2EYjBw5kuDgYNzd3WncuDG7du1Kc7v4+Hief/55ihYtiqenJx07duTkyZNp9rl8+TJ9+vTBarVitVrp06cPV65cyfknVayYbUqub74BNzf44w/bNF3z5uX8Y4uIiADBhdzpWe8+AD77Yx+GPh2UfCRXFNmNGzcyYcIEqlWrlmb7J598wueff86YMWPYuHEjgYGBtGjRgpiYGPs+w4YNY+HChcyZM4c1a9YQGxtL+/btSU5Otu/Ts2dPIiIiWLZsGcuWLSMiIoI+ffrcmyfn4ADPPQdbt9pmOLh8Gbp1g9694V6UaRERKfCGNC6Dm7MDW45fYdW+82bHEck+hsliYmKM+++/31i+fLnRqFEjY+jQoYZhGEZKSooRGBhofPTRR/Z9r1+/blitVmP8+PGGYRjGlStXDGdnZ2POnDn2fU6dOmU4ODgYy5YtMwzDMHbv3m0ARnh4uH2fsLAwAzD27t2b6ZxRUVEGYERFRd35k01IMIy33jIMR0fDAMMoXtww/vzzzu9PREQkkz5cstsIeWWx0farv42UlBSz40gBky09KgOmH5F99tlnadeuHc2bN0+z/ciRI5w9e5aWLVvat7m6utKoUSPWrVsHwObNm0lMTEyzT3BwMFWqVLHvExYWhtVqpV69evZ96tevj9Vqte9zzzg7wzvvwJo1ttXBTp60zXTwn//YxtGKiIjkkEGNyuDp4siu09H8vuus2XFEsoWpRXbOnDls2bKFUaNGpbvu7FnbmywgICDN9oCAAPt1Z8+excXFhcKFC99yH39//3T37+/vb98nI/Hx8URHR6e5ZJv69SEiAgYPtn395ZdQu7Zt+IGIiEgO8PV0YcCDpQDbal/JKRorK3mfaUX2xIkTDB06lJkzZ+Lm5nbT/SwWS5qvDcNIt+1GN+6T0f63u59Ro0bZTw6zWq2UKFHilo+ZZZ6etlXAliyBwEDYvRvq1oUPP4SkpOx9LBEREeCph0rj4+bE/nOxLN5+2uw4InfNtCK7efNmIiMjqVWrFk5OTjg5ObF69Wq+/vprnJyc7EdibzxqGhkZab8uMDCQhIQELl++fMt9zp07l+7xz58/n+5o77+NGDGCqKgo++XEiRN39Xxvqm1b2LEDOne2FdjXX4eHH4ZDh3Lm8UREpMCyujvz9MOlAfjyzwMkJaeYnEjk7phWZJs1a8aOHTuIiIiwX2rXrk2vXr2IiIigdOnSBAYGsnz5cvttEhISWL16NQ0aNACgVq1aODs7p9nnzJkz7Ny5075PaGgoUVFRbNiwwb7P+vXriYqKsu+TEVdXV3x8fNJcckzRovDjjzB9Ovj4QFgYVK8O33+vRRRERCRb9W9YCl9PF45cuMqCrZrbXPI204qst7c3VapUSXPx9PSkSJEiVKlSxT6n7IcffsjChQvZuXMn/fv3x8PDg549ewJgtVp58sknGT58OCtWrGDr1q307t2bqlWr2k8eq1ixIq1bt2bgwIGEh4cTHh7OwIEDad++PeXLlzfr6adnsUCfPrYlbhs1gqtX4emnoWNHyOCIsoiIyJ3wcnVicCPbUdmvVxwgIUlHZSXvMn3Wglt5+eWXGTZsGEOGDKF27dqcOnWKP/74A29vb/s+X3zxBY8++ihdu3alYcOGeHh48Ouvv+Lo6GjfZ9asWVStWpWWLVvSsmVLqlWrxowZM8x4SrcXEgIrV8Jnn4GLCyxeDFWqwKJFZicTEZF8ok/9kvh5u3LychzzNuXQ0DmRe8BiGPrsOjOio6OxWq1ERUXl7DCDf9uxw3aUdts229dPPGGb4eBePb6IiORb09Yd5e1fdhHg48rq/zbBzdnx9jcSuUM51aNy9RHZAq9qVVi/Hl55xTb0YMoU29jZf/4xO5mIiORx3euWINjqxrnoeGatP252HJE7oiKb27m6wkcfwerVULIkHD1qG0P7yisQH292OhERyaNcnRx5vtn9AIxbdZBrCZr6UfIeFdm84qGHbEMMBgywzWTwySe2eWd37DA7mYiI5FFdahXnPl8PLsQmMG3dMbPjiGSZimxe4uMDkybZTvzy87PNcFC7NoweDSk661RERLLG2dGBYc1tR2XHrz5E9PVEkxOJZI2KbF70yCO2I7Ht20NCArz0EjRtCsf017SIiGTNIzWKUcbPk6i4RCavOWJ2HJEsUZHNqwIC4JdfbIsmeHraxtBWq2ZbVEETUYiISCY5Olh4sYVtXvVJ/xzhyrUEkxOJZJ6KbF5mscBTT9nGzjZoANHR0K8fdOkCFy6YnU5ERPKINlUCqRDoTUx8EhP+Pmx2HJFMU5HND8qUgb//hg8/BCcnWLDAtojC0qVmJxMRkTzAwcHC8Ja2o7JT1h7lQqxmxZG8QUU2v3B0hBEjYMMGqFTJtqxtu3bwzDO25W5FRERuoXlFf6oXtxKXmMy4VYfMjiOSKSqy+U3NmrBpEwwbZvt6/HioUQPCw81MJSIiuZzF8v9HZWeEH+Ns1HWTE4ncnopsfuTuDl98AX/+CcWLw8GD0LAhvPUWJGpqFRERydhD9xelTsnCJCSlMOavA2bHEbktFdn8rFkz2zRdvXrZ5pl97z0IDYW9e81OJiIiudC/j8rO3XiCE5eumZxI5NZUZPO7QoVg5kyYOxcKF4bNm23DD775RosoiIhIOvVLF+HBskVJTDb4ZqWOykrupiJbUHTtajs627IlXL8OL7wArVvDqVNmJxMRkVzmxZblAJi/5ZTmlZVcTUW2IClWDJYtgzFjbONoly+3TdM1d67ZyUREJBd54L7ClA/wJjnF4K99kWbHEbkpFdmCxmKBZ5+FrVuhTh24cgW6d4eePeHyZbPTiYhILtGiUgAAf+5WkZXcS0W2oCpfHtauhbffts1B+8MPULWqbaYDEREp8Jr/r8iu2hdJfFKyyWlEMqYiW5A5O8PIkbBuHdx/v228bIsWMHQoxMWZnU5ERExUrZgVf29XriYkE374ktlxRDKkIitQt65tqMGQIbavv/4aHnjANsOBiIgUSA4OFppVTB1ecM7kNCIZU5EVG09P+PZb+O03CAy0zTVbvz588AEkJZmdTkRETNAydZzsnnMYhmFyGpH0VGQlrdatYedO6NLFVmDfeAMeesi2OpiIiBQooWWK4OHiyJmo6+w6HW12HJF0VGQlvSJFYN48mDEDfHwgPByqV4fvvgP9RS4iUmC4OTvy8P1+APyh4QWSC6nISsYsFujd27aIQpMmcO0aDB4M7dvD2bNmpxMRkXukeSWNk5XcS0VWbu2++2xTcn3+Obi6wtKltkUUFiwwO5mIiNwDTSv442CB3WeiOXn5mtlxRNJQkZXbc3CA//wHNm2yDTG4eBE6d4b+/SEqyux0IiKSg3w9Xagd4gvAij1aHEFyFxVZybwqVWDDBhgxwlZup02zFdu//zY7mYiI5KDmlfwBWK7hBZLLqMhK1ri4wIcfwurVUKoUHDsGjRvDyy9DfLzZ6UREJAe0qBQIQPjhi0RfTzQ5jcj/U5GVO/Pgg7BtGzz5pG0mg08/hTp1YPt2s5OJiEg2K1XUkzJ+niSlGKzad97sOCJ2KrJy57y9YeJE+Pln8POzzXBQp46t1CZrXW4Rkfwk9aisZi+Q3ERFVu5ex462RRQ6doSEBNswg6ZN4ehRs5OJiEg2afG/cbJ/7YskMTnF5DQiNiqykj38/WHRIpg0Cby8bCeAVasGU6dqEQURkXygRonCFPVyIeZ6EhuOXDI7jgigIivZyWKBAQNsY2cbNoSYGHjiCdtUXec1pkpEJC9zdLDQtIJmL5DcRUVWsl/p0rZZDUaNAmdnWLgQqlaFxYvNTiYiInchdZzs8t3nMPRpm+QCKrKSMxwd4dVXbfPOVq4M585Bhw4waBDExpqdTkRE7sCDZYvi5uzAqStx7DkTY3YcERVZyWE1athWBHvxRdvXEybYtoWFmZlKRETugLuLIw+W9QPgzz0aXiDmU5GVnOfmBqNHw8qVUKIEHDpkm4f2jTdssxyIiEiekTp7gYqs5AYqsnLvNGliWzChTx9ISYEPPoDQUNi92+xkIiKSSU0rBGCxwPaTUZyNum52HCngVGTl3ipUCKZPh3nzwNcXtmyBWrXg669t5VZERHI1P29XapYoBOiorJhPRVbM8fjjtpXAWrWC69dh6FBo2RJOnjQ7mYiI3Ma/Zy8QMZOKrJgnOBh++w3GjgV3d1ixwjZN1w8/mJ1MRERuIXWcbNihi8TGJ5mcRgoyFVkxl8UCzzwDERFQty5cuQI9e0KPHnBJK8eIiORGZfy8KFXUk4TkFP7erwVvxDwqspI7lCsHa9fCO+/Y5qCdM8d2dHb5crOTiYjIDSwWC80r/m/2Ag0vEBOpyEru4eQEb71lm2O2XDk4fdo2bvaFF+DaNbPTiYjIv6SOk125L5KkZJ2sK+ZQkZXcp04d2LoVnnvO9vU338ADD9gWVhARkVzhgfsKUdjDmSvXEtl07LLZcaSAUpGV3MnDw1Zgly2DoCDYt8825+x770GSTiwQETGbk6MDTSrYhhdo9gIxi4qs5G6tWsHOnbbpupKSbEMPHnwQDhwwO5mISIHXslIAYJtP1jAMk9NIQaQiK7mfry/MnQszZ4LVCuvXQ40aMH486BeniIhpHrrfDxcnB45dvMaByFiz40gBpCIreYPFAr162RZRaNrUdvLXM89Au3Zw5ozZ6URECiRPVycalikCaHiBmENFVvKWEiVsU3J98QW4utoWVKhaFebPNzuZiEiB1Px/wwtUZMUMKrKS9zg4wLBhsHkz1KwJFy9Cly7Qrx9ERZmdTkSkQGle0VZkI05cITLmuslppKBRkZW8q3JlCA+H116zldvp06FaNVi1yuxkIiIFRoCPG9WLWwFYuSfS5DRS0KjISt7m4gIffAD//AOlS8Px47YxtC+9BNd1ZEBE5F5ooeEFYhIVWckfGjSAbdtg4EDbTAajR9sWVti2zexkIiL5Xuo42TUHL3AtQXN9y72jIiv5h5cXTJgAv/wC/v62+Wfr1IGPP4bkZLPTiYjkW+UDvCnh6058Ugr/HLhgdhwpQFRkJf/p0MFWYh99FBIT4dVXoXFjOHLE7GQiIvmSxWKxn/T1p4YXyD2kIiv5k58fLFgAkyeDtzesWWM7EWzKFC2iICKSA1LHya7cG0lyin7Pyr2hIiv5l8UCTzxhGyf74IMQGwsDBkCnThCpM2tFRLJTnZK++Lg5cfFqAluPXzY7jhQQKrKS/5UqZZuS6+OPwdkZfv7ZtojCr7+anUxEJN9wdnSgaQV/QLMXyL2jIisFg6MjvPwybNwIVarYjsh27Gib5SAmxux0IiL5gn2Vrz0qsnJvqMhKwVK9uq3MvvSSbejBxIlQowasW2d2MhGRPK9ROT+cHS0cPn+VQ+djzY4jBYCKrBQ8bm7w6aewciXcdx8cPgwPPQSvvw4JCWanExHJs7zdnKlfugig2Qvk3lCRlYKrcWPYvh369oWUFPjwQ6hfH3btMjuZiEie1VKrfMk9pCIrBZvVCtOmwU8/QZEisHUr1KoFX35pK7ciIpIlzf43n+zm45e5GBtvchrJ71RkRQA6d4YdO6BNG4iPh//8B1q0gBMnzE4mIpKnBBdyp3KwD4YBK/ZqqkPJWSqyIqmCgmDJEhg3Djw8bGNoq1aFWbO0iIKISBakLo6gcbKS01RkRf7NYoHBgyEiAurVg6go6N0buneHS5fMTicikiekLlf7z4ELXE9MNjmN5GcqsiIZuf9+27K2774LTk4wb55t/tnffzc7mYhIrlc52IdgqxtxicmsPXjB7DiSj6nIityMkxO8+SaEhUH58nDmDLRuDc89B9eumZ1ORCTXslgshBTxBGDfOS06IzlHRVbkdmrXhi1b4PnnbV9/+y3UrGlbWEFERNLZfOwyYYcv4mD5/+m4RHKCiqxIZnh4wNdfwx9/QHAw7N8PoaHwzjuQmGh2OhGRXMMwDD5etheAx2uVoKy/t8mJJD9TkRXJihYtbNN0desGyckwciQ8+KCt2IqICKv2nWfDkUu4ODkwtPn9ZseRfE5FViSrfH1hzhyYPRsKFYING6BGDdu0XZqmS0QKsJSU/z8a279BSYILuZucSPI7FVmRO9Wjh+3obLNmEBcHQ4ZA27Zw+rTZyURETPHztlPsPRuDt5sTQxqXMTuOFAAqsiJ3o3hx27jZr74CNzdYtsy2iMKPP5qdTETknopPSmb0H7ZhVoMblaGQh4vJiaQgUJEVuVsODvDCC7B5MzzwgG3hhK5doU8fuHLF7HQiIvfED+uPc/JyHP7ergxoWMrsOFJAqMiKZJdKlWxzzr7+uq3czpwJ1arBX3+ZnUxEJEfFxifxzcqDAAxtfj/uLo4mJ5KCQkVWJDu5uMD779tWBStTBk6cgKZN4cUX4fp1s9OJiOSIif8c5uLVBEoV9aRr7RJmx5ECREVWJCeEhkJEBAwaZPv6iy9sCytERJiZSkQk212Ijef7vw8DMLxlOZwdVS3k3tGrTSSneHnB+PGweDEEBMCuXVC3Lnz0kW0OWhGRfGDMyoNcTUimajErbasEmR1HChgVWZGc1q6dbZquTp1sq4CNGAGNGsHhw2YnExG5KycuXWPW+mMAvNK6Ag4OFpMTSUGjIityL/j5wfz5MHUqeHvD2rVQvTpMmqRFFEQkz/p8+X4Skw0eLFuUB+8vanYcKYBUZEXuFYsF+vWD7dvh4YchNhaeegoefRQiI81OJyKSJXvORLMo4hRgOxorYgYVWZF7rWRJWLkSPv3UNsvBL79AlSq2/4qI5BGf/r4Pw4B21YKoWtxqdhwpoFRkRczg6AgvvQQbN9pWAjt/Hh55xHaENibG7HQiIre04cglVu6NxNHBwvAW5cyOIwWYiqyImapVs5XZ//7XNvRg0iTb2Nk1a8xOJiKSIcMw+Oi3PQB0q1OC0n5eJieSgkxFVsRsrq7wySewahWEhMCRI7YxtCNGQEKC2elERNJYvvscW45fwc3ZgaHN7jc7jhRwKrIiucXDD9tOBOvf3zaTwUcfQb16sHOn2clERABITjH49Pd9AAxoWIoAHzeTE0lBpyIrkpv4+MCUKbBgARQtalsJrHZt+PxzSEkxO52IFHALtpzkQGQsVndnBjUqY3YcERVZkVypUyfbIgrt2kF8PAwfDs2bw/HjZicTkQLqemIyXyzfD8CzTcpgdXc2OZGIiqxI7hUYCL/+Ct99Bx4e8NdfthkOZs7UIgoics/NDD/G6ajrBFnd6Bta0uw4IoDJRXbcuHFUq1YNHx8ffHx8CA0N5bfffrNf379/fywWS5pL/fr109xHfHw8zz//PEWLFsXT05OOHTty8uTJNPtcvnyZPn36YLVasVqt9OnThytXrtyLpyhydywWePpp2LYN6teH6Gjo0we6doWLF81OJyIFRPT1RMb8dRCAYc3vx83Z0eREIjamFtnixYvz0UcfsWnTJjZt2kTTpk155JFH2LVrl32f1q1bc+bMGftl6dKlae5j2LBhLFy4kDlz5rBmzRpiY2Np3749ycnJ9n169uxJREQEy5YtY9myZURERNCnT5979jxF7lrZsvDPP/D+++DkBD/9ZDs6u2yZ2clEpACYsPowV64lUsbPk84PFDc7joidxTBy12eUvr6+fPrppzz55JP079+fK1eusGjRogz3jYqKws/PjxkzZtCtWzcATp8+TYkSJVi6dCmtWrViz549VKpUifDwcOrVqwdAeHg4oaGh7N27l/Lly2cqV3R0NFarlaioKHx8fLLluYrckc2bbUdl99jmcWTIENv0XZ6e5uYSkXwpMvo6jT5dRVxiMuN716J1lUCzI0kelFM9KteMkU1OTmbOnDlcvXqV0NBQ+/ZVq1bh7+9PuXLlGDhwIJH/WpN+8+bNJCYm0rJlS/u24OBgqlSpwrp16wAICwvDarXaSyxA/fr1sVqt9n1E8pRatWxlduhQ29djx0LNmrB+vbm5RCRf+mblQeISk6l5XyFaVQ4wO45IGqYX2R07duDl5YWrqyuDBw9m4cKFVKpUCYA2bdowa9YsVq5cyejRo9m4cSNNmzYlPj4egLNnz+Li4kLhwoXT3GdAQABnz5617+Pv75/ucf39/e37ZCQ+Pp7o6Og0F5Fcw90dvvwSli+HYsXgwAFo2BBGjoTERLPTiUg+cfTCVX7YYJst5ZXWFbBYLCYnEknL9CJbvnx5IiIiCA8P55lnnqFfv37s3r0bgG7dutGuXTuqVKlChw4d+O2339i/fz9Lliy55X0ahpHmzZbRG+/GfW40atQo+8lhVquVEiVK3OEzFMlBzZvbpunq0QOSk+Gdd6BBA9i3z+xkIpIPjF6+n6QUg8bl/ahfuojZcUTSMb3Iuri4ULZsWWrXrs2oUaOoXr06X331VYb7BgUFERISwoEDBwAIDAwkISGBy5cvp9kvMjKSgIAA+z7nzp1Ld1/nz5+375ORESNGEBUVZb+cOHHiTp+iSM4qXBhmz4YffoBChWDTJttQg2+/1TRdInLHdp6K4tdtpwF4uVUFk9OIZMz0InsjwzDsQwdudPHiRU6cOEFQUBAAtWrVwtnZmeXLl9v3OXPmDDt37qRBgwYAhIaGEhUVxYYNG+z7rF+/nqioqP9r787jqqrzP46/2EFQFBEQRaDcU3JLxTRLc6lMm5rc0jAJ21xHs9U029TKFqfSEtHKSaeaJlu0slFH3EUtlRbNK7jgjriyf39/nPH+IhHRwMPyfj4ePB6c7/3ecz/3eLy8+fI93+PsUxgvLy/nsmDnvkTKtP79rdHZbt3g7FkYPhxuuQX277e7MhEph6Yu+RmAPi1CaRqqn4FSNtkaZJ988klWrlzJ7t272bp1K0899RTLly/nnnvu4dSpU4wbN441a9awe/duli9fzu23305gYCB/+ctfAPD39yc2NpaxY8fy/fffs3nzZgYNGkTz5s25+eabAWjSpAk9e/YkLi6OtWvXsnbtWuLi4ujVq1exVywQKTfq1rWW5HrzTfD2hm++gWbN4J//tLsyESlHVu88wsodR/Bwc2FsN/2slLLL1iB78OBBBg8eTKNGjejatSvr1q1jyZIldOvWDTc3N7Zu3UqfPn1o2LAhMTExNGzYkDVr1lC1alXnPl577TXuuOMO+vbty/XXX0+VKlX44osvcHP7/8Wa58+fT/PmzenevTvdu3cnKiqKDz74wI63LFL6XF1hxAjYvNla4SA9Hfr1g0GDQDcCEZGLMMY4R2MHtq1HvZpVbK5I5MLK3DqyZZXWkZVyKScHnnsOXngB8vOtEdt586BLF7srE5EyavHWNB6av4kqnm6sePQmalX1srskqQAq/DqyIlIKPDxg8mRYtcq6O9jevdC1K4wZY82jFRH5ndy8fF7+1lr15P5OVynESpmnICtSGbRvD1u2wIMPWtuvvw5t2ljTD0RE/ufjpL3sOnyaAF9P4jpF2l2OyEUpyIpUFr6+8M478NVXEBICycnQti28+KK1Bq2IVGpns/N4femvADxyU32qenvYXJHIxSnIilQ2t95qLdN1552QmwtPPQU33AC//WZ3ZSJio7mrd3PwRBZ1qvswqH09u8sRKRYFWZHKKDAQPvnEuvCralVYvRquvRbee083URCphDLO5PDO8p0A/K1bQ7zc3S7yDJGyQUFWpLJycYF777VGZzt3htOnYdgw6N0bCrkbnohUXO+s+I0Tmbk0Cq7KHS3r2F2OSLEpyIpUduHh8J//wCuvgKcnfPmldROFf//b7spE5Ao4kJFJwioHAON7NsLN1cXmikSKT0FWRKybKIwdCxs3QlQUHDkCf/kLxMbCiRN2VycipeiN738lKzef6yJq0KVxkN3liFwSBVkR+X/Nm8P69fDYY9bUgzlzrLmzK1faXZmIlILfDp/inxv3AvBYz8a4uGg0VsoXBVkRKcjLC6ZMgRUrICICdu+25tA+9hhkZdldnYiUoFe++YW8fMPNTYJoExFgdzkil0xBVkQK16kT/PADDB1qrWQwbZq17uzWrXZXJiIlYMue4yzedgAXF3i0R2O7yxG5LAqyInJh1apBfDx89pm1ZNePP1p3BHv1VcjPt7s6EblMxhimLv4ZgDtb1qVRSFWbKxK5PAqyInJxd9wB27ZBr16QnQ3jxkGXLpCSYndlInIZVu44wppdR/F0c2VMtwZ2lyNy2RRkRaR4goNh0SLrpgm+vtYc2qgoeP993URBpBzJzzdMXWKNxg6ODqdujSo2VyRy+RRkRaT4XFzg/vutubPR0dbSXDExcPfd1pJdIlLmfbk1je37T+Dn5c4jN9W3uxyRP0VBVkQu3dVXw3//Cy+8AO7u8Omn1tJdixfbXZmIFCE7N59Xv/0FgGE3XEWAr6fNFYn8OQqyInJ53N3hySdh3Tpo2hQOHIBbb4WHHrJudysiZc7CDamkHD1DoJ8XsR0j7S5H5E9TkBWRP6dVK+uOYKNHW9szZ0KLFlbAFZEy40x2Lm98vxOAkV3r4+vlbnNFIn+egqyI/Hk+PvDaa7B0KdStCzt3wvXXwzPPQE6O3dWJCDAn0cGRU1nUC6hC/+vq2V2OSIlQkBWRktO1q3XDhHvugbw8eO4566Kwn3+2uzKRSi39dDazVuwCYGz3hni668e/VAw6k0WkZFWvDh9+CAsXQo0akJQELVvCjBm6iYKITd5atpOTWblcE1qN26NC7S5HpMQoyIpI6ejb1xqd7d4dMjNh5Ejo2RP27bO7MpFKZd/xs7y/xrp5yfiejXF1dbG5IpGSoyArIqWnTh1YsgT+/ndrHu1331nLdC1caHdlIpXGa9/9SnZePu2vCuCGBoF2lyNSohRkRaR0ubjAI4/A5s1w3XWQng79+8PAgdb3IlIqzmbn8cHaFP61aS8Aj/VsjIuLRmOlYlGQFZEro1EjWLUKJk4ENzf46CNrdHbpUrsrE6lQDp7I5OVvfiZ6yvdM+Pc28g30iqpNy3o17C5NpMS5GKObpBfHiRMn8Pf3JyMjg2rVqtldjkj5tm4dDB4MO3ZY26NGwUsvWdMPROSybNuXwZxEB1/8uJ+cPOtHe1iAD/d1iGRgu3p4e7jZXKFUZqWVoxRki0lBVqSEnT4Njz4K77xjbTdpAh98AK1b21uXSDmSl2/4/qeDxCc6WOc45mxvGxHA0I6RdGsajJsu7pIyQEHWZgqyIqVk8WIYOtS6xa27O0yaBI89Zn0vIoU6nZXLJ0l7mbPKQcrRMwC4u7pwW1RtYjtGElW3ur0FivyBgqzNFGRFStHRo/Dgg/DJJ9Z2dDS8/z7Ur29vXSJlzP7jZ5m3ejcfrU/lRGYuAP4+HgxoW4+YDuHU9tf0HCmbFGRtpiArUsqMgfnzrRUOTpwAX1+YPh3i4qyVD0QqsS17jjN75S4WbztAXr71Yzsy0Jeh10dwV+u6VPHUXzCkbFOQtZmCrMgVkpoKMTGwfLm1fdttMHs2hITYWpbIlZabl8+3ydb816SU/1+qLvqqmtzfKZKbGgXp5gZSbijI2kxBVuQKys+HN96AJ56ArCyoWRPefRfuvNPuykRK3YnMHP65YQ8Jq3az7/hZADzcXOh9bR2GdozgmlB/mysUuXQKsjZTkBWxwbZtMGgQ/PCDtT1kiBVw9X9QKqA9x86QsGo3/9y4h1NZ1vzXAF9PBrWrx6DocIKqettcocjlU5C1mYKsiE2ysqyVDKZOtebRhodbF4LdcIPdlYn8acYYklLSiU908M32A/xv+iv1g/yI7RjJX1rW0fqvUiEoyNpMQVbEZomJcO+94HBYF3+NGwfPPQdeXnZXJnLJcvLy+XprGnMSHfywN8PZ3qlBILEdI+ncsJZuJysVioKszRRkRcqAkydhzBiIj7e2mzeHDz+EqCh76xIppowzOfxjfSrvr9lNWkYmAJ7urtzZsg5DO0bSMLiqzRWKlA4FWZspyIqUIYsWwf33w+HD4OkJzz8Pf/sbuOlPsFI2OY6cJmGVg4837uVsTh4AgX5e3Bsdzj3t6lHTT39ZkIpNQdZmCrIiZcyhQ9Yas4sWWds33ADz5kFEhK1liZxjjGHNrqPMSXTw/c+HOPfTtnFIVWI7RtK7RShe7vrlSyoHBVmbKciKlEHGwJw5MHo0nDoFVavCm29a69BqfqHYJDs3ny9+2E98ooPktBPO9q6Ng4jtGEn01TU1/1UqHQVZmynIipRhu3ZZF4KtWmVt/+UvMGsW1Kplb11SqRw7nc0/1qUwb00Kh09mAeDt4cpfW9flvusjubqWn80VithHQdZmCrIiZVxeHrz8MjzzDOTkQHCwdVHYbbfZXZlUcDsPnSQ+cTf/2rSXrNx8AIKreXFvdAQD29ajhq+nzRWK2E9B1mYKsiLlxObN1k0UkpOt7WHD4NVXwU+jYVJyjDEk7jzC7JUOVvx62NnevI4/sR0jubV5bTzdXW2sUKRsUZC1mYKsSDmSmQlPPQXTp1vbV18NH3wA0dH21iXlXmZOHp9v2cecxN38cvAkYE3H7tYkmPs7XcV1ETU0/1WkEAqyNlOQFSmH/vMf67a2e/aAqys8+aQ19cDDw+7KpJw5fDKLD9amMH9tCkdPZwPg6+nG3W3CuO/6CMJr+tpcoUjZpiBrMwVZkXLq+HEYMcK6cQJAq1bW902a2FqWlA8/HzhB/EoHn2/ZT3aeNf+1TnUfhnSIoO91Yfj76JcikeJQkLWZgqxIOffxx/Dgg3DsGHh7w9SpMHy4NVIr8jv5+Yblvx4iPtHBqp1Hne0t61UntmMkPa8Jwd1N543IpVCQtZmCrEgFsH8/DB0K33xjbd98MyQkQN269tYlZcLZ7Dw+3bSXOasc7Dp8GgBXF7ilWW2GdoykdXgNmysUKb8UZG2mICtSQRgDM2fC2LFw9ixUrw5vvw0DBthdmdjk4IlM5q3ezT/Wp3L8TA4AVb3c6d82jJgOEdStUcXmCkXKPwVZmynIilQwv/wCgwfDhg3Wdv/+8NZbEBBgb11yxWzbl0F8ooMvf9xPTp71ozAswIeh10dyd5sw/Lzcba5QpOJQkLWZgqxIBZSTAy++CM89Z91QITQU5s6Fbt3srkxKSV6+YelPB4lPdLDecczZ3jYigKEdI+nWNBg3Vy2fJVLSFGRtpiArUoFt2GDdROHXX63tESNgyhSooj8pVxSns3L5eOMeElbvJuXoGQDcXV24Lao2sR0jiapb3d4CRSo4BVmbKciKVHBnzsD48db0AoDGja2bKLRpY29d8qfsO36Weat389H6VE5m5gLg7+PBwHb1uDc6nNr+PjZXKFI5KMjaTEFWpJL45hu47z5ISwN3d+sGCk88YX0v5cbm1HTiEx0s3naAvHzrx1xkoC9Dr4/grtZ1qeKpf0+RK0lB1mYKsiKVyNGj8NBD1tqzAO3aWaOzDRrYW5cUKTcvn2+2HyQ+cRebUo872ztcXZPYjpHc1CgIV81/FbFFaeUo/UoqIvJHNWvCwoXQpw888gisWwctWsD06TBsGLgoDJUlJzJz+OeGPSSs2s2+42cB8HRz5fZrQ4ntGEnTUA0+iFRUGpEtJo3IilRSe/bAkCHwn/9Y27feCrNnQ+3atpYlkHr0DAmrHXy8cS+nsqz5rwG+ngxqV49B0eEEVfW2uUIROUdTC2ymICtSieXnw5tvwuOPQ1aWNWI7axbcdZfdlVU6xhg2pqQTv9LBt8kH+N/0VxoE+RHbMZI7WtbB28PN3iJF5DwKsjZTkBURtm+3bqKwebO1fe+9VsD197e3rkogJy+fr7emEZ/o4Me9Gc72GxrWIrZjJDc0CMRFUz5EyiwFWZspyIoIANnZ8Oyz1jqz+flQrx68/z507mx3ZRVSxpkc/rE+lXmrd3PgRCYAnu6u3NmyDkM7RtIwuKrNFYpIcSjI2kxBVkQKWLXKGpHdtcu6+GvsWOsOYd6al1kSdh0+RcKq3XyStJezOXkABPp5cW90OPe0q0dNPy+bKxSRS6EgazMFWRE5z8mTVoB97z1ru1kz+PBDuPZae+sqp4wxrNl1lDmJDr7/+RDnfjo1DqnK/Z2u4vZra+PlrvmvIuWRgqzNFGRF5IK++ALuvx8OHQIPD3j+eSvguil0FUdWbh5f/JDGnEQHyWknnO1dGwcR2zGS6Ktrav6rSDmnIGszBVkRKdLhwxAXB59/bm136gTz5kFkpL11lWHHTmczf20K769N4fDJLAC8PVz5a+u63Hd9JFfX8rO5QhEpKQqyNlOQFZGLMgYSEmDUKDh1Cvz8rFUNhgzRTRR+Z8fBk8xZ5eBfm/aRlZsPQHA1L2I6RDCwbT2qV/G0uUIRKWkKsjZTkBWRYnM4rAvBEhOt7T594N13ISjI3rpsZIxh5Y4jzE508N9fDzvbm9fxJ7ZjJLc2r42nu6uNFYpIaVKQtZmCrIhckrw8eOUVmDABcnKsEDt7Ntx+u92VXVGZOXn8e/M+5qxy8OvBU4A1ON29aTCxHa/iuogamv8qUgkoyNpMQVZELsuWLdZNFLZts7bj4mD6dGvaQQV26GQmH65J4cN1qRw7nQ2Ar6cbfa8L474OkdSrWcXmCkXkSlKQtZmCrIhctsxMePppK8AaA1ddBR98AB062F1Zifsp7QTxiQ4WbdlPdp41/7VOdR+GdIigX9swqnl72FyhiNhBQdZmCrIi8qctXw4xMZCaCq6u8PjjMHEieJbvi5vy8w3Lfz1EfKKDVTuPOttb1qvO/R2vosc1wbi7af6rSGWmIGszBVkRKREZGTBypHVbW4CWLa2bKDRtam9dl+FMdi6fbtpHwioHuw6fBsDN1YWezUKI7RhJq3o1bK5QRMoKBVmbKciKSIn65BN44AE4dgy8vGDKFCvgupb9kcsDGZm8v2Y389elknE2B4CqXu70bxtGTIcI6tbQ/FcRKUhB1mYKsiJS4tLSIDYWFi+2trt0gblzISzM1rIuZOveDOITd/Hlj2nk5ls/OuoFVOG+6yO4u00Yfl7uNlcoImWVgqzNFGRFpFQYA7NmWbe0PXMG/P3h7bdhwIAycROFvHzD0p8OEr/Swfrdx5ztbSMCiO0Uyc1NgnFztb9OESnbFGRtpiArIqVqxw5rma5166ztvn3hnXcgIMCWck5l5fLxxj0krNpN6rEzALi7utArqjaxHa+ieV1/W+oSkfJJQdZmCrIiUupyc+Gll+DZZ60bKoSGwpw50KPHFSth3/GzzFu9m4/Wp3IyMxcAfx8P7mlXj3ujIwjx975itYhIxaEgazMFWRG5YjZuhEGD4JdfrO1HHoFp06BK6V1EtSk1nfhEB0u2HSDvf/Nfrwr05b6OkdzVqg5VPDX/VUQun4KszRRkReSKOnPGWmd2xgxru2FDa5mu664rsZfIzcvnm+0HmZ24i82px53tHa6uSWzHSG5qFISr5r+KSAlQkLWZgqyI2OLbb+G++2D/fnBzg2eegSefBPfLHyE9kZnDwvV7mLt6N/uOnwXA082V3i1CGXp9JE1D9RknIiVLQdZmCrIiYptjx+Dhh2HhQmu7bVvrFrcNG17SblKPnmHOKgcfb9zD6ew8AAJ8PRnUPpxB7esRVFXzX0WkdJRWjtKkJxGRsi4gABYsgD59rEC7fj20aAGvvgoPPljkMl3GGDbsTic+cRffJh/k3NBFgyA/YjtGckfLOnh7uF2Z9yEiUsI0IltMGpEVkTJhzx5rqsH331vbPXtaKxvUrl2gW05ePl/9mEZ8ooOt+zKc7Tc0rEVsx0huaBCISxlYp1ZEKgdNLbCZgqyIlBn5+dZFYI8/DpmZ1ojtrFnw179y/Ew2/1ifyvurUzhwIhMAL3dX7mxVh6HXR9IguKrNxYtIZaQgazMFWREpc5KTrZsobNoEwOYbezGszRAOu1lzXQP9vLg3Opx72tWjpp+XnZWKSCWnIGszBVkRKZOys2HyZPJffAlXk8/XDTsw4+EpxHaM5PZra+PlrvmvImI/XewlIiLn8/SE55/nh+YdCHx0FCFvTefrrm01/1VEKgWNyBaTRmRFpMwzpsgVDERE7FJaOcq1xPYkIiL2UogVkUpGQVZEREREyiUFWREREREplxRkRURERKRcsjXIvvPOO0RFRVGtWjWqVatGdHQ0ixcvdj5ujGHSpEmEhobi4+PDjTfeyPbt2wvsIysrixEjRhAYGIivry+9e/dm7969Bfqkp6czePBg/P398ff3Z/DgwRw/fvxKvEURERERKSW2Btm6desyZcoUNm7cyMaNG+nSpQt9+vRxhtVp06Yxffp0/v73v7NhwwZCQkLo1q0bJ0+edO5j9OjRfPbZZyxYsIDExEROnTpFr169yMvLc/YZOHAgW7ZsYcmSJSxZsoQtW7YwePDgK/5+RURERKTklLnltwICAnj55ZcZOnQooaGhjB49msceewywRl+Dg4OZOnUqDzzwABkZGdSqVYsPPviAfv36AbB//37CwsL4+uuv6dGjBz/99BNNmzZl7dq1tGvXDoC1a9cSHR3Nzz//TKNGjYpVl5bfEhEREbk8FX75rby8PBYsWMDp06eJjo7G4XBw4MABunfv7uzj5eVF586dWb16NQBJSUnk5OQU6BMaGkqzZs2cfdasWYO/v78zxAK0b98ef39/Zx8RERERKX9sv7PX1q1biY6OJjMzEz8/Pz777DOaNm3qDJnBwcEF+gcHB5OSkgLAgQMH8PT0pEaNGuf1OXDggLNPUFDQea8bFBTk7FOYrKwssrKynNsZGRmA9RuFiIiIiBTfufxU0hMBbA+yjRo1YsuWLRw/fpxPP/2UmJgYVqxY4Xz8j7dZNMZc9NaLf+xTWP+L7eell17i2WefPa89LCysyNcWERERkcIdPXoUf3//Etuf7UHW09OT+vXrA9CmTRs2bNjAG2+84ZwXe+DAAWrXru3sf+jQIecobUhICNnZ2aSnpxcYlT106BAdOnRw9jl48OB5r3v48OHzRnt/74knnuBvf/ubc/v48eOEh4eTmppaov8AFc2JEycICwtjz549mktcBB2n4tOxKh4dp+LRcSoeHafi07EqnoyMDOrVq0dAQECJ7tf2IPtHxhiysrKIjIwkJCSE7777jpYtWwKQnZ3NihUrmDp1KgCtW7fGw8OD7777jr59+wKQlpbGtm3bmDZtGgDR0dFkZGSwfv162rZtC8C6devIyMhwht3CeHl54eXldV67v7+/TtRiOLekmhRNx6n4dKyKR8epeHScikfHqfh0rIrH1bVkL8+yNcg++eST3HLLLYSFhXHy5EkWLFjA8uXLWbJkCS4uLowePZoXX3yRBg0a0KBBA1588UWqVKnCwIEDAStUxsbGMnbsWGrWrElAQADjxo2jefPm3HzzzQA0adKEnj17EhcXx6xZswAYNmwYvXr1KvaKBSIiIiJS9tgaZA8ePMjgwYNJS0vD39+fqKgolixZQrdu3QAYP348Z8+e5eGHHyY9PZ127drx7bffUrVqVec+XnvtNdzd3enbty9nz56la9euzJ07Fzc3N2ef+fPnM3LkSOfqBr179+bvf//7lX2zIiIiIlKibA2y8fHxRT7u4uLCpEmTmDRp0gX7eHt7M2PGDGbMmHHBPgEBAXz44YeXWyZgTTWYOHFiodMN5P/pOBWPjlPx6VgVj45T8eg4FY+OU/HpWBVPaR2nMndDBBERERGR4igzN0QQEREREbkUCrIiIiIiUi4pyIqIiIhIuaQgC+zevZvY2FgiIyPx8fHh6quvZuLEiWRnZxfol5qayu23346vry+BgYGMHDnyvD5/lJWVxYgRIwgMDMTX15fevXuzd+/e0nw7peqFF16gQ4cOVKlSherVq5/3+Ny5c3FxcSn069ChQxfc74033nhe//79+5fiOyl9FztWQKHHaebMmUXut7KdUz/88AMDBgwgLCwMHx8fmjRpwhtvvHHR/Va0c6o455M+o863fPnyC34mbdiw4YLPGzJkyHn927dvfwUrv/IiIiLOe8+PP/54kc8xxjBp0iRCQ0Px8fHhxhtvZPv27Veo4iuvuHnhjyrL+fT2228TGRmJt7c3rVu3ZuXKlUX2X7FiBa1bt8bb25urrrrqoj//ClPmbohgh59//pn8/HxmzZpF/fr12bZtG3FxcZw+fZpXXnkFgLy8PG677TZq1apFYmIiR48eJSYmBmNMkSsmjB49mi+++IIFCxZQs2ZNxo4dS69evUhKSiqwRFh5kZ2dzd133010dHShq07069ePnj17FmgbMmQImZmZBAUFFbnvuLg4Jk+e7Nz28fEpmaJtcrFjdU5CQkKBY3axO8dVtnMqKSmJWrVq8eGHHxIWFsbq1asZNmwYbm5uDB8+vMh9V6Rz6mLHSZ9RhevQoQNpaWkF2iZMmMDSpUtp06ZNkc/t2bMnCQkJzm1PT89SqbEsmTx5MnFxcc5tPz+/IvtPmzaN6dOnM3fuXBo2bMjzzz9Pt27d+OWXXwoslVlRFCcvXEhFP58WLlzI6NGjefvtt7n++uuZNWsWt9xyC8nJydSrV++8/g6Hg1tvvZW4uDg+/PBDVq1axcMPP0ytWrW46667iv/CRgo1bdo0ExkZ6dz++uuvjaurq9m3b5+z7aOPPjJeXl4mIyOj0H0cP37ceHh4mAULFjjb9u3bZ1xdXc2SJUtKr/grICEhwfj7+1+036FDh4yHh4d5//33i+zXuXNnM2rUqJIprowp6lgB5rPPPiv2vnROWR5++GFz0003Fdmnop5TFzpO+owqnuzsbBMUFGQmT55cZL+YmBjTp0+fK1NUGREeHm5ee+21YvfPz883ISEhZsqUKc62zMxM4+/vb2bOnFkKFZZNf8wLhakM51Pbtm3Ngw8+WKCtcePG5vHHHy+0//jx403jxo0LtD3wwAOmffv2l/S6mlpwARkZGQXuB7xmzRqaNWtGaGios61Hjx5kZWWRlJRU6D6SkpLIyclx3ogBIDQ0lGbNmrF69erSK74Mef/996lSpQp//etfL9p3/vz5BAYGcs011zBu3DhOnjx5BSq03/DhwwkMDOS6665j5syZ5OfnX7CvzinLH/9/XkhlOqf0GVU8ixYt4siRIwwZMuSifZcvX05QUBANGzYkLi6uyOlRFcXUqVOpWbMmLVq04IUXXijyT+YOh4MDBw4UOH+8vLzo3LlzhT1/ClPcz6OKfD5lZ2eTlJRU4FwA6N69+wXPhTVr1pzXv0ePHmzcuJGcnJxiv7amFhTit99+Y8aMGbz66qvOtgMHDhAcHFygX40aNfD09OTAgQOF7ufAgQN4enpSo0aNAu3BwcEXfE5FM2fOHAYOHHjRP+nec889REZGEhISwrZt23jiiSf44Ycf+O67765QpfZ47rnn6Nq1Kz4+Pnz//feMHTuWI0eO8PTTTxfaX+eU9eH3z3/+k6+++qrIfpXtnNJnVPHEx8fTo0cPwsLCiux3yy23cPfddxMeHo7D4WDChAl06dKFpKSkCrvw/ahRo2jVqhU1atRg/fr1PPHEEzgcDmbPnl1o/3PnyB/Pu+DgYFJSUkq93rKgsLxQmIp+Ph05coS8vLxCz4WiPn8K65+bm8uRI0eoXbt2sV67Qo/ITpo06YKT/M99bdy4scBz9u/fT8+ePbn77ru5//77Czzm4uJy3msYYwptL8rlPKc0Xc5xKo41a9aQnJxMbGzsRfvGxcVx880306xZM/r3788nn3zC0qVL2bRp0+W8pVJT0sfq6aefJjo6mhYtWjB27FgmT57Myy+/fMl1VZZzavv27fTp04dnnnnGeSvrCykP51RJH6eK+hlVmMs5dnv37uWbb74p1mdSv379uO2222jWrBm33347ixcv5tdff73oL1BlzaUcpzFjxtC5c2eioqK4//77mTlzJvHx8Rw9erTI1/jjuVIezp8/Kum88EcV5Xy6mEs9FwrrX1h7USr0iOzw4cMvepVyRESE8/v9+/dz0003ER0dzbvvvlugX0hICOvWrSvQlp6eTk5Oznm/Ufz+OdnZ2aSnpxcY8Th06BAdOnS4xHdTei71OBXX7NmzadGiBa1bt77k57Zq1QoPDw927NhBq1atLvn5paW0jtU57du358SJExw8eLDQ86oyn1PJycl06dKFuLi4C45YF6UsnlMleZwq8mdUYS7n2CUkJFCzZk169+59ya9Xu3ZtwsPD2bFjxyU/105/5hw7d1X9zp07qVmz5nmPh4SEANbI2u9Hzw4dOnTBc66sKsm8UBzl9Xy6kMDAQNzc3M4bfS3qXAgJCSm0v7u7e6Hn2wVd0ozaCmzv3r2mQYMGpn///iY3N/e8x89dSLF//35n24IFC4p1IcXChQudbfv3768QF1Jc7MKckydPGj8/PzNjxozL2v/WrVsNYFasWHGZFZYdl3IR04wZM4y3t7fJzMws9PHKek5t27bNBAUFmUcfffSy919RzqmLXeylz6jC5efnm8jISDN27NjLev6RI0eMl5eXmTdvXglXVnZ98cUXBjApKSmFPn7uYq+pU6c627Kysir8xV4XywvFURHPp7Zt25qHHnqoQFuTJk2KvNirSZMmBdoefPDBS77YS0HWWFfp1q9f33Tp0sXs3bvXpKWlOb/Oyc3NNc2aNTNdu3Y1mzZtMkuXLjV169Y1w4cPd/bZu3evadSokVm3bp2z7cEHHzR169Y1S5cuNZs2bTJdunQx11577WWf/HZLSUkxmzdvNs8++6zx8/MzmzdvNps3bzYnT54s0G/27NnG29vbHDt27Lx9/PE47dy50zz77LNmw4YNxuFwmK+++so0btzYtGzZstweJ2MufqwWLVpk3n33XbN161azc+dO895775lq1aqZkSNHOvehc8oKsbVq1TL33HNPgf+bhw4dcu6jMpxTFztO+owq2tKlSw1gkpOTC328UaNG5l//+pcxxvpFfOzYsWb16tXG4XCYZcuWmejoaFOnTh1z4sSJK1n2FbN69Wozffp0s3nzZrNr1y6zcOFCExoaanr37l2g3++PkzHGTJkyxfj7+5t//etfZuvWrWbAgAGmdu3aFfY4FScvGFM5z6cFCxYYDw8PEx8fb5KTk83o0aONr6+v2b17tzHGmMcff9wMHjzY2X/Xrl2mSpUqZsyYMSY5OdnEx8cbDw8P88knn1zS6yrIGmuEAyj06/dSUlLMbbfdZnx8fExAQIAZPnx4gZEzh8NhALNs2TJn29mzZ83w4cNNQECA8fHxMb169TKpqalX6q2VuJiYmEKP0+/fszHGREdHm4EDBxa6jz8ep9TUVHPDDTeYgIAA4+npaa6++mozcuRIc/To0VJ+N6XrYsdq8eLFpkWLFsbPz89UqVLFNGvWzLz++usmJyfHuQ+dU8ZMnDix0MfDw8Od+6gM51Rx/u/pM+rCBgwYYDp06HDBxwGTkJBgjDHmzJkzpnv37qZWrVrGw8PD1KtXz8TExFTI43JOUlKSadeunfH39zfe3t6mUaNGZuLEieb06dMF+v3+OBljjcpOnDjRhISEGC8vL3PDDTeYrVu3XuHqr5zi5oXKej699dZbJjw83Hh6eppWrVoV+AtYTEyM6dy5c4H+y5cvNy1btjSenp4mIiLCvPPOO5f8mi7G/G9mrYiIiIhIOVKhVy0QERERkYpLQVZEREREyiUFWREREREplxRkRURERKRcUpAVERERkXJJQVZEREREyiUFWREREREplxRkRURERKRcUpAVEZFS9csvvxASEsLJkycv6Xnjxo1j5MiRpVSViFQECrIiUqnceOONjB492u4yrohJkybRokULu8vgqaee4pFHHqFq1arONmMM7777Lu3atcPPz4/q1avTpk0bXn/9dc6cOQPA+PHjSUhIwOFw2FW6iJRxCrIiIuVMdnb2FX09Ywy5ubmX9dy9e/eyaNEi7rvvvgLtgwcPZvTo0fTp04dly5axZcsWJkyYwOeff863334LQFBQEN27d2fmzJl/+j2ISAVlREQqiZiYGAMU+HI4HMYYY7Zv325uueUW4+vra4KCgsygQYPM4cOHnc/t3LmzGT58uBk1apSpXr26CQoKMrNmzTKnTp0yQ4YMMX5+fuaqq64yX3/9tfM5y5YtM4D58ssvTVRUlPHy8jJt27Y1P/74Y4G6Vq1aZTp16mS8vb1N3bp1zYgRI8ypU6ecj4eHh5vnnnvOxMTEmGrVqpl7773XGGPM+PHjTYMGDYyPj4+JjIw0Tz/9tMnOzjbGGJOQkHDee01ISDAOh8MAZvPmzc79p6enG8AsW7asQN1LliwxrVu3Nh4eHuY///mPyc/PN1OnTjWRkZHG29vbREVFmY8//rjIY/7qq6+aNm3aFGhbuHChAcy///3v8/rn5+eb48ePO7fnzp1rwsLCinwNEam8NCIrIpXGG2+8QXR0NHFxcaSlpZGWlkZYWBhpaWl07tyZFi1asHHjRpYsWcLBgwfp27dvgefPmzePwMBA1q9fz4gRI3jooYe4++676dChA5s2baJHjx4MHjzY+afxcx599FFeeeUVNmzYQFBQEL179yYnJweArVu30qNHD+68805+/PFHFi5cSGJiIsOHDy+wj5dffplmzZqRlJTEhAkTAKhatSpz584lOTmZN954g/fee4/XXnsNgH79+jF27FiuueYa53vt16/fJR2v8ePH89JLL/HTTz8RFRXF008/TUJCAu+88w7bt29nzJgxDBo0iBUrVlxwH//9739p06ZNgbb58+fTqFEj+vTpc15/FxcX/P39ndtt27Zlz549pKSkXFLtIlJJ2J2kRUSupM6dO5tRo0YVaJswYYLp3r17gbY9e/YYwPzyyy/O53Xs2NH5eG5urvH19TWDBw92tqWlpRnArFmzxhjz/yObCxYscPY5evSo8fHxMQsXLjTGGDN48GAzbNiwAq+9cuVK4+rqas6ePWuMsUZk77jjjou+t2nTppnWrVs7tydOnGiuvfbaAn0uZUT29yOmp06dMt7e3mb16tUF9hcbG2sGDBhwwZquvfZaM3ny5AJtTZo0Mb17977o+zHGmIyMDAOY5cuXF6u/iFQu7jZmaBGRMiEpKYlly5bh5+d33mO//fYbDRs2BCAqKsrZ7ubmRs2aNWnevLmzLTg4GIBDhw4V2Ed0dLTz+4CAABo1asRPP/3kfO2dO3cyf/58Zx9jDPn5+TgcDpo0aQJw3qgmwCeffMLrr7/Ozp07OXXqFLm5uVSrVu2S3/+F/P41k5OTyczMpFu3bgX6ZGdn07Jlywvu4+zZs3h7exdoM8bg4uJSrBp8fHwAzhvlFhEBUJAVkUovPz+f22+/nalTp573WO3atZ3fe3h4FHjMxcWlQNu5cJafn3/R1/x93wceeKDQZabq1avn/N7X17fAY2vXrqV///48++yz9OjRA39/fxYsWMCrr75a5Ou6ulozyowxzrZz0xz+6Pevee49ffXVV9SpU6dAPy8vrwu+XmBgIOnp6QXaGjZs6AzyF3Ps2DEAatWqVaz+IlK5KMiKSKXi6elJXl5egbZWrVrx6aefEhERgbt7yX8srl271hlK09PT+fXXX2ncuLHztbdv3079+vUvaZ+rVq0iPDycp556ytn2x3mkhb3Xc4EwLS3NOZK6ZcuWi75e06ZN8fLyIjU1lc6dOxe7zpYtW5KcnFygbeDAgfTv35/PP//8vHmyxhhOnDjhnCe7bds2PDw8uOaaa4r9miJSeehiLxGpVCIiIli3bh27d+/myJEj5Ofn88gjj3Ds2DEGDBjA+vXr2bVrF99++y1Dhw49LwhejsmTJ/P999+zbds2hgwZQmBgIHfccQcAjz32GGvWrOGRRx5hy5Yt7Nixg0WLFjFixIgi91m/fn1SU1NZsGABv/32G2+++SafffbZee/V4XCwZcsWjhw5QlZWFj4+PrRv354pU6aQnJzMf//7X55++umLvoeqVasybtw4xowZw7x58/jtt9/YvHkzb731FvPmzbvg83r06MGaNWsKHMe+ffvSr18/BgwYwEsvvcTGjRtJSUnhyy+/5Oabb2bZsmXOvitXrqRTp07OKQYiIr+nICsilcq4ceNwc3OjadOm1KpVi9TUVEJDQ1m1ahV5eXn06NGDZs2aMWrUKPz9/Z1/iv8zpkyZwqhRo2jdujVpaWksWrQIT09PwJp3u2LFCnbs2EGnTp1o2bIlEyZMKDCloTB9+vRhzJgxDB8+nBYtWrB69Wrnagbn3HXXXfTs2ZObbrqJWrVq8dFHHwEwZ84ccnJyaNOmDaNGjeL5558v1vt47rnneOaZZ3jppZdo0qQJPXr04IsvviAyMvKCz7n11lvx8PBg6dKlzjYXFxf+8Y9/MH36dD777DM6d+5MVFQUkyZNok+fPvTo0cPZ96OPPiIuLq5Y9YlI5eNifj9RSkRESszy5cu56aabSE9Pp3r16naXY5u3336bzz//nG+++eaSnvfVV1/x6KOP8uOPP5bKlA8RKf/0ySAiIqVq2LBhpKenc/LkyQK3qb2Y06dPk5CQoBArIhekEVkRkVKiEVkRkdKlICsiIiIi5ZIu9hIRERGRcklBVkRERETKJQVZERERESmXFGRFREREpFxSkBURERGRcklBVkRERETKJQVZERERESmXFGRFREREpFxSkBURERGRcun/AGBw1WZ4bAaxAAAAAElFTkSuQmCC", "text/plain": [ - "Text(0, 0.5, 'altitude (m)')" + "
" ] }, - "execution_count": 18, "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, "output_type": "display_data" } ], @@ -728,7 +707,7 @@ "Altsurf = sonde_temp_profile.loc[0,['alt']]\n", "Altsurf = np.asarray(Altsurf).astype(np.float64)\n", "print(Altsurf)\n", - "\n", + "print(T)\n", "alt4adiabat =np.asarray(list(range(3055,6055))) \n", "T4adiabat = T - 9.8*(alt4adiabat-3055)/1000\n", "\n", @@ -739,12 +718,20 @@ "axs.set_ylim(3000,6000)\n", "axs.set_xlim(-20,0)\n", "axs.set_xlabel('temperature (C)')\n", - "axs.set_ylabel('altitude (m)')" + "axs.set_ylabel('altitude (m)')\n", + "plt.title('(Fig. 2) Atmospheric Temperature Profile & Dry Adiabat from 10 Jan 2022');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Do we have stable or unstable conditions in this sounding?" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 38, "metadata": {}, "outputs": [ { @@ -752,29 +739,85 @@ "output_type": "stream", "text": [ "0 263.378068\n", - "1 263.326407\n", - "2 263.277007\n", - "3 263.247598\n", - "4 263.237241\n", + "1 267.845751\n", + "2 268.835092\n", + "3 268.248066\n", + "4 267.485153\n", " ... \n", - "91 263.171693\n", - "92 263.171844\n", - "93 263.171996\n", - "94 263.172538\n", - "95 263.172834\n", + "91 216.796763\n", + "92 217.033717\n", + "93 218.668511\n", + "94 220.611648\n", + "95 221.227319\n", "Length: 96, dtype: float64\n" ] } ], "source": [ "# Now we use the data in the sounding to calculate the virtual temperature at each altitude\n", + "# Note that what we are doing with the code is using the equations presented above but iterating over all\n", + "# of the values at all of the heights in the sounding dataframe, so we get arrays of numbers\n", "esat = 0.6108*np.exp((17.27*sonde_temp_profile['tdry'])/(237.3+sonde_temp_profile['tdry']))\n", "ev = esat*sonde_temp_profile['rh']/100\n", "q = 0.62*ev/((sonde_temp_profile['pres']/10)-0.38*ev)\n", - "TvK = (T+273.15)*(1+0.61*q)\n", + "TvK = (sonde_temp_profile['tdry']+273.15)*(1+0.61*q)\n", + "#TvK = (T+273.15)*(1+0.61*q)\n", "print(TvK)\n", "\n", - "#Now, add it to the plot yourself." + "#Now, think about how you would modify the code presented to add it to the plot yourself.\n", + "# You can use the + button to put a new cell below and then copy and past the code from above into that cell.\n", + "# Think about the units of the plot above. Will TvK plot on the same graph as is?\n", + "# Think about the vertical coordinate for TvK -- is it the same as for the adiabat or for tdry?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Disclaimer, solution is presented below. Please try to modify the code yourself before you look." + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# \n", + "\n", + "#Now, modify the code presented to add it to the plot yourself.\n", + "# And add this to the figure above\n", + "fig, axs = plt.subplots(nrows=1, ncols=1, figsize=(7,7), tight_layout=True)\n", + "axs.plot(sonde_temp_profile['tdry'],sonde_temp_profile['alt'])\n", + "axs.plot(T4adiabat,alt4adiabat,'r-')\n", + "axs.plot(TvK-273.15,sonde_temp_profile['alt'],'k-')\n", + "axs.set_ylim(3000,6000)\n", + "axs.set_xlim(-20,0)\n", + "axs.set_xlabel('temperature (C)')\n", + "axs.set_ylabel('altitude (m)')\n", + "plt.title('(Fig. 3) T Profile (blue), Tvprofile (black), & Dry Adiabat (red) from 10 Jan 2022');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### So, what difference did Tvirtual make?\n", + "First, the difference is slight. Is there any change in the stability of this sounding?\n", + "Second, considering the moisture content makes the equivalent dry air temperature a bit warmer.\n", + "Does this make sense with your understanding of the virtual temperature? \n", + "Given the moist air is less dense than dry air, and warm air is less dense than cold air, more moisture would make the virtual temperature warmer than the measured temperature. " ] }, { @@ -787,7 +830,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -808,7 +851,7 @@ " axs[1].set_xlim(limits[0],limits[1])\n", " axs[1].set_ylim(725,350)\n", " axs[1].set_xlabel(f'{variable.upper()} ({unit})');\n", - " axs[1].set_ylabel('Pressure (mbar)');\n", + " axs[1].set_ylabel('Pressure (hPa)');\n", " axs[1].set_title(f'{variable.upper()} with Pressure');\n", "\n", " fig.suptitle(f'{title} on {date}')\n", @@ -824,7 +867,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ @@ -834,55 +877,47 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 33, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -908,48 +943,42 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Plots comparing relative humidity with height during different conditions" + "### Plots comparing relative humidity with height during different conditions" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 34, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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GBsInn3winDhxQli7dq1gbGwsNGjQQCVDfoio6rDFm6iWMzY2xt9//42goCB888036NOnD+7cuYOZM2fC1dW1TLMMnzhxAk2aNBG7+hUZNWoUBEEQW0KK9O7du8SuggDg5+en9Lxx48aQSCTo0aOHuE1DQwMNGjRARESEuK1+/frw8/PDmjVrxMl9tm7divj4+GKtmTt37kSfPn1K7F7/qk6cOAEfHx/Y2NgobR81ahQyMjIQGBhYruMFBgYiKytLbK0r4u3tDTs7O6Vt5bn215Geno7z589j4MCBSrNlq6urY/jw4YiKilJqjQcKf9bPKmr1KfrZnTx5EgCKXefgwYMr9OcDlP996uvrC3V19VJjNzIygqOjIxYvXoylS5fi8uXLL+2mW8THxwf//PMPMjMzERERgX///Rdvv/02mjdvjqNHjwIobAW3tbWFk5PTK1+zRCJBr169lLa5ubkp/e6cOHECOjo6Yu+BIkVd2o8fP/7K539dFhYWxX5ez8ffo0cPWFhYiK3/AHD48GE8evRIqbfHX3/9hY4dO8LKygp5eXnio+hvS0BAgNJ5Svo71aZNG1y5cgUTJkzA4cOHkZKS8tJrCAwMRGZmZrFhDzY2NujUqVOx+1uWn1lJin6Xnj9PmzZt0Lhx42LnKcu9LYvw8HD4+fnBxsYGP//8c7H9L+pFVNq+rKws9O/fHxEREfj9999fODv/pUuXMHjwYHh6emLBggVK+579Oefl5SlN/PYqcb1Ifn6+0rme/1tQ2jGf3V70mrfeegsLFy5Ex44dMX78eKxbtw7//vsvtm7dWu64iKjmYOJNVEe0atUKM2bMwO+//45Hjx7h448/Rnh4eJm6ScfHx5fYvdfKykrc/6wXzfZrZGSk9Fwmk0FbW7vYjK4ymazY0jWTJk3C3bt3xcRl9erV8PLyUuriGhMTg3/++Udp3KytrS2AwpnOX1V570FZjgegWFfI0raV5dpLUp5rT0xMhCAI5bpOY2NjpedyuRwAkJmZqVT++WvS0NAo9trXVd6f0ctil0gkOH78OLp164ZFixahZcuWMDU1xcSJE5GamvrCWDp37ozs7GycOXMGR48ehYmJCVq0aIHOnTuLXdCPHz9eajfzsirpd0culyv97sTHx8PCwqJYYmBmZgYNDY1yv3crUknvAblcLv4MgML3yvDhw7F7926xy/eGDRtgaWmJbt26ieViY2Oxb98+SKVSpUdRN+bnv2Qs6b0yc+ZMfPvttzh37hx69OgBY2Nj+Pj44OLFi6VeQ9H9K+299/z9LcvPrCLOU5Z7+zIRERHo2LEjNDQ0cPz48WJ/v42NjUt8/6SnpyMnJ6dYeQDIzs5Gv379cObMGezduxceHh6lnv/y5cvo0qULnJyccODAAfF3FCj8QuD5n3XRlyuvEtfL+Pj4KJ2r6Eufovtc0vkSEhKUzlVU9tn3bdFziUSisqUdiahqMPEmqoOkUinmzJkDoGxj3YyNjYuttQpAHJNmYmKitL2yJo3p1KkTXFxcsGrVKpw9exaXLl3CBx98oFRm9+7d0NHRQZcuXcRtrVq1gpGREf78889iS+GUVVnvQdEH6ucnSnr+Q3/RB7CYmJhixyxpW1muvSRFH/D27Nnz0rKGhoZQU1Mr18/6ZUq7zry8vApP+Mr7Pi0LOzs7rFu3DjExMbh9+zY+/vhjrFmzRpxcrDQeHh7Q1dXFsWPHcPToUfj4+EAikcDHxwdBQUEICgrCgwcPXjvxLgtjY2PExsYWe+/HxcUhLy/vpe9dVSbmRUaPHo2srCxs374diYmJ2Lt3L0aMGKHUY8HExARdu3YV7+/zj7Fjxyods6S/UxoaGpgyZQouXbqEhIQEbNu2DZGRkejWrRsyMjJKjK3oPV7ae+9V3neqPE+RiIgIdOjQAYIg4OTJk7C2ti5WxtXVFY8fPy72+33t2jUAKDahY3Z2Nvr27YuTJ09iz549L1y+6/Lly+jcuTPs7Oxw5MgRKBQKpf1WVlbFfsbu7u6vFFdZ/PDDD0rnKppssOhYRcd+/nzPnqukceDPet2J3oioeuNvOFEtV9KHNADibLtFrYFA6a0hPj4+uHHjRrFv4zdt2gSJRIKOHTtWYMQvNnHiROzfvx8zZ86Eubk5Bg0apLR/586d8PPzU2oZkUqlmDFjBm7duoWvvvqqxOPGxcXhn3/+KfW8Pj4+OHHiRLEJcDZt2gRtbW14enoCgDgT/NWrV5XK7d27V+m5p6cnNDU1sWXLFqXtZ8+eLbUr6MuuvSR9+vSBq6srFixYUOqXLIcPH0ZGRgZ0dHTg4eGBXbt2Kb0PCgoKsHnzZlhbW5dpYqNndejQAQCKXedvv/2mNNN0aZ5vhX6Ryn6fNmzYELNmzYKrq+tLW6akUinefPNNHD16FCdOnBC/CHrjjTegoaGBWbNmiYn4i5Tn+kvj4+ODtLS0Yl++bNq0SdwPAObm5tDU1Cz23v3zzz8rJa7yaNy4MTw8PLB+/Xps3boV2dnZxWas9vPzQ2hoKBwdHdGqVatij2f/1pWFgYEBBg4ciA8++AAJCQnFZjEv4uXlBS0trWKTlkVFRYlDVCpCp06dAKDYeYKCgnDz5s0KOw9QuDpAhw4dkJ+fjxMnThQb/lKkaMLKklZ30NLSQvfu3cVtRS3dJ06cwM6dO4u1+j4rJCQEnTt3hrW1NY4ePQpDQ8NiZWQyWbGfsZ6eXrnjKitnZ2elcxX9ra9Xrx7atGmDzZs3Iz8/Xyx/7tw53L59W2kCw379+kEikRRbveLgwYMQBEGsR4iodqrYAXZEVO1069YN1tbW6NWrFxo1aoSCggKEhIRgyZIl0NXVxaRJk8Syrq6u2L59O3bs2IH69etDU1MTrq6u+Pjjj7Fp0yb4+vriyy+/hJ2dHfbv3481a9bg/fffL3cy9jqGDRuGmTNn4vTp05g1axZkMpm4Lz4+HgEBAdi+fXux102fPh03b97EnDlzcOHCBQwZMgQ2NjZITk7G6dOn8eOPP2Lu3Llo27ZtieedM2eOOIb0iy++gJGREbZs2YL9+/dj0aJFYmtM69at4ezsjGnTpiEvLw+GhobYvXs3zpw5o3Q8Q0NDTJs2DfPmzcO7776LQYMGITIyEv7+/iV2NX/ZtZdGXV0du3fvRteuXeHl5YX3338fHTt2hI6ODiIiIvDHH39g37594gzjCxYsQJcuXdCxY0dMmzYNMpkMa9asQWhoKLZt21bu3gyNGzfGsGHDsHz5ckilUnTu3BmhoaH49ttvoa+v/9LXu7q6AgAWLlyIHj16QF1dHW5ubiVee0W/T69evYoPP/wQgwYNgpOTE2QyGU6cOIGrV6/i008/fenrfXx8MHXqVAAQW7a1tLTEmdfd3NxKXGLpWY6OjtDS0sKWLVvQuHFj6OrqwsrKqlxJ5IgRI7B69WqMHDkS4eHhcHV1xZkzZzB//nz07NlTjE0ikWDYsGH45Zdf4OjoiGbNmuHChQsljjst+rl89913GDlyJKRSKZydncXEpzKMGTMG48ePx6NHj+Dt7Q1nZ2el/V9++SWOHj0Kb29vTJw4Ec7OzsjKykJ4eDgOHDiAtWvXlthq+6xevXrBxcUFrVq1gqmpKSIiIrB8+XLY2dmVOhbfwMAAs2fPxmeffYYRI0bgnXfeQXx8PObOnQtNTU2xd9HrcnZ2xnvvvYeVK1dCTU0NPXr0QHh4OGbPng0bGxt8/PHHFXKeuLg4dOzYEdHR0Vi3bh3i4uIQFxcn7re2thbvY9OmTTF27FjMmTMH6urqaN26NY4cOYIff/wR8+bNU+pmPXDgQBw8eBCff/45jI2NlZbu09fXR5MmTQAUriBR9J78+uuvcffuXaWZ4R0dHWFqavrCayhPXBkZGThw4AAAiDEFBATgyZMn0NHRUZp/pDQLFy5Ely5dMGjQIEyYMAFxcXH49NNP4eLiovQFUaNGjfDBBx9gzZo10NPTQ48ePXDnzh3MmjULLVq0wODBg196LiKqwVQ1qxsRVY0dO3YIQ4YMEZycnARdXV1BKpUKtra2wvDhw4UbN24olQ0PDxe6du0q6OnpCQAEOzs7cV9ERIQwZMgQwdjYWJBKpYKzs7OwePFiIT8/XyxTNFvw4sWLi8VR0qzGglA4y6+Ojk6x8u3btxeaNm1a4jWNGjVK0NDQEKKiopS2//zzz4K2tvYLZ4b9888/BV9fX8HU1FTQ0NAQDA0NhY4dOwpr164VsrOzxXJ4bhZnQRCEa9euCb169RIUCoUgk8mEZs2alTgD9J07d4SuXbsK+vr6gqmpqfDRRx8J+/fvLzZbbkFBgbBgwQLBxsZGkMlkgpubm7Bv3z6hffv2Jc4u/6Jrf5mkpCThq6++Elq2bKn0Phg2bJjwzz//KJX9+++/hU6dOgk6OjqClpaW4OnpKezbt0+pTNHMzkFBQUrbS5qZPDs7W5g6dapgZmYmaGpqCp6enkJgYGCxGbxLe+27774rmJqaChKJRGk26edfLwiv/z599uceGxsrjBo1SmjUqJGgo6Mj6OrqCm5ubsKyZcuUZkMvzZUrVwQAgpOTk9L2r7/+WgAgTJkypdhrSrqmbdu2CY0aNRKkUqlSfKX97hT9rj0rPj5e+N///idYWloKGhoagp2dnTBz5sxis90nJycL7777rmBubi7o6OgIvXr1EsLDw0v8fZg5c6ZgZWUlqKmpvXQm6NJmNS/pd3zkyJFKf3uejU1LS0sAIPz0008lnufx48fCxIkTBQcHB0EqlQpGRkaCu7u78PnnnwtpaWmCILz4579kyRLB29tbMDExEWQymWBrayuMHTtWCA8PF8uUtnLBzz//LLi5uQkymUxQKBRCnz59xJnUn722sv7MSpKfny8sXLhQaNiwoSCVSgUTExNh2LBhQmRkpFK58t7bZxX9Hpb2eP59kJOTI8yZM0ewtbUVZDKZ0LBhQ2HFihXFjvuiYz77967o/pb2KOlvbknKGlfR+6Gkx8vu1bOOHDkieHp6CpqamoKRkZEwYsQIITY2tli5vLw84ZtvvhEaNGggSKVSwdLSUnj//feFxMTEMp+LiGomiSC84oBHIiIVyMnJgb29Pdq1a4fffvtNaV/Pnj2hpaWFnTt3qii6yvWiayciIiKi6otdzYmoRnj8+DFu376N9evXIzY2tsSuvkXdBWubslw7EREREVVfTLyJqEbYv38/Ro8eDUtLS6xZs+aly2jVJnX52omIiIhqA3Y1JyIiIiIiIqpEXE6MiIiIiIiIqBIx8SYiIiIiIiKqREy8iYiIiIiIiCoRE28iIiIiIiKiSsTEm4iIiIiIiKgSMfEmIiIiIiIiqkRMvImIiIiIiIgqERNvIiIiIiIiokrExJuIiIiIiIioEjHxJiIiIiIiIqpETLyJiIiIiIiIKhETbyIiIiIiIqJKxMSbiIiIiIiIqBIx8SYiIiIiIiKqREy8iYiIiIiIiCoRE28iIiIiIiKiSsTEm4iIiIiIiKgSMfEmIiIiIiIiqkRMvImIiIiIiIgqERNvokq2YcMGSCQS8aGhoQFLS0u8/fbbuHv3brHyHTp0gIuLS4nHevLkCSQSCfz9/Ss11vDwcHHb1q1bsXz58mJlw8PDIZFI8O233772effu3QuJRAJjY2NkZ2eXWMbe3h6jRo0Snz969Aj+/v4ICQkpVtbf3x8SiURp25o1a7Bhw4bXjrUkHTp0QIcOHSrl2ERE9GpY/5bs1KlTSvdFXV0d5ubmGDRoEG7evPmKV0BEL8PEm6iKrF+/HoGBgTh27Bg+/PBD7N27F+3atUNiYqKqQxP5+voiMDAQlpaW4rbSKv6KtG7dOgBAQkIC9uzZU6bXPHr0CHPnzi0x8X733XcRGBiotK0yE28iIqq+WP+WbP78+QgMDMTJkycxY8YMHD16FG3btsXDhw8r7ZxEdZmGqgMgqitcXFzQqlUrAIXfqufn52POnDnYs2cPRo8ereLoCpmamsLU1LRKzxkTE4MDBw6gU6dOOHv2LNatW4e33nrrtY5pbW0Na2vrCoqQiIhqMta/JXNycoKnpycA4M0334SBgQHGjh2LDRs24PPPPy/xNRkZGdDW1q7KMF9bTYyZaie2eBOpSNGHgNjY2Ao/duvWreHr66u0zdXVFRKJBEFBQeK2Xbt2QSKR4Nq1awCKd3Xr0KED9u/fj4iICKVuac9bunQpHBwcoKurCy8vL5w7d67MsW7cuBF5eXn4+OOP0b9/fxw/fhwREREvfM2pU6fQunVrAMDo0aPFuIq6AD7f1dze3h7Xr19HQECAWNbe3r7Ea372HBKJBKdOnRK3CYKARYsWwc7ODpqammjZsiUOHjxYYowpKSmYNm0aHBwcIJPJUK9ePUyePBnp6ellvjdERFTxWP+WrCgJL6qDi+rSS5cuYeDAgTA0NISjoyOAwvpwzZo1aN68ObS0tGBoaIiBAwfi/v37Sse8fPky/Pz8YGZmBrlcDisrK/j6+iIqKkos8/vvv8PDwwMKhQLa2tqoX78+xowZI+4vTz1dNFzg9OnT8Pb2hra2tngs1sukamzxJlKRsLAwAEDDhg1L3J+Xl1dsW35+fpmO3blzZ6xatQq5ubmQSqWIjY1FaGgotLS0cPToUTFpPXbsGMzNzeHq6lricdasWYP33nsP9+7dw+7du0sss3r1ajRq1EjsDjd79mz07NkTYWFhUCgUL431l19+gaWlJXr06AEtLS1s3boVGzZswJw5c0p9TcuWLbF+/XqMHj0as2bNEj/klNbKvXv3bgwcOBAKhQJr1qwBAMjl8pfG9ry5c+di7ty5GDt2LAYOHIjIyEiMGzcO+fn5cHZ2FstlZGSgffv2iIqKwmeffQY3Nzdcv34dX3zxBa5du4Zjx46V+AGKiIgqH+vfkv37778AUKzlvX///nj77bfxv//9T0xSx48fjw0bNmDixIlYuHAhEhIS8OWXX8Lb2xtXrlyBubk50tPT0aVLFzg4OGD16tUwNzdHTEwMTp48idTUVABAYGAg3nrrLbz11lvw9/eHpqYmIiIicOLEiXLHXyQ6OhrDhg3DJ598gvnz50NNTY31MlUPAhFVqvXr1wsAhHPnzgm5ublCamqqcOjQIcHCwkJ48803hdzcXKXy7du3FwC88DFnzpwXnvPYsWMCAOH06dOCIAjC5s2bBT09PWHChAlCx44dxXJOTk7CkCFDisUaFhYmbvP19RXs7OyKnSMsLEwAILi6ugp5eXni9gsXLggAhG3btr303pw+fVoAIHz66aeCIAhCQUGB4ODgINjZ2QkFBQVKZe3s7ISRI0eKz4OCggQAwvr164sdd86cOcLzf96aNm0qtG/fvljZkq5ZEATh5MmTAgDh5MmTgiAIQmJioqCpqSn069dPqdw///wjAFA69oIFCwQ1NTUhKChIqewff/whABAOHDhQwt0gIqKKxPq3ZEX1244dO4Tc3FwhIyNDOH36tNCgQQNBXV1duHLliiAI/9WlX3zxhdLrAwMDBQDCkiVLlLZHRkYKWlpawieffCIIgiBcvHhRACDs2bOn1Fi+/fZbAYCQlJRUapmy1tOC8N/P8Pjx40plWS9TdcCu5kRVxNPTE1KpFHp6eujevTsMDQ3x559/QkOjeMcTR0dHBAUFFXscO3asTOdq27YtNDU1xfJHjx5Fhw4d0L17d5w9exYZGRmIjIzE3bt30blz59e6Ll9fX6irq4vP3dzcAOCl3cWB/yZVK+oGJpFIMGrUKEREROD48eOvFVdFCwwMRFZWFoYOHaq03dvbG3Z2dkrb/vrrL7i4uKB58+bIy8sTH926dSvWLY6IiCoX69+SvfXWW5BKpdDW1sabb76J/Px8/PHHH+JxigwYMEDp+V9//QWJRIJhw4Yp1XEWFhZo1qyZWMc1aNAAhoaGmDFjBtauXYsbN24Ui6GoB8DgwYPx22+/VcjEboaGhujUqVOxmFkvk6ox8SaqIps2bUJQUBBOnDiB8ePH4+bNm3jnnXdKLKupqYlWrVoVezRr1qxM59LU1ETbtm3Fiv/48ePo0qWLOKnM33//jaNHjwLAa1f8xsbGSs+LunBnZma+8HWpqan4/fff0aZNG5iamiIpKQlJSUno168fJBKJmJRXF/Hx8QAACwuLYvue3xYbG4urV69CKpUqPfT09CAIAp48eVIlMRMREevf0ixcuBBBQUG4dOkSHjx4gPv376Nv377Fyj070zpQWMcJggBzc/Ni9dy5c+fEOk6hUCAgIADNmzfHZ599hqZNm8LKygpz5sxBbm4ugMJJ3fbs2YO8vDyMGDEC1tbWcHFxwbZt28p7O0qNtyhm1sukahzjTVRFGjduLE7o0rFjR+Tn5+Pnn3/GH3/8gYEDB1b4+Xx8fPDFF1/gwoULiIqKQpcuXaCnp4fWrVvj6NGjePToERo2bAgbG5sKP3dZbNu2DRkZGbhw4QIMDQ2L7d+9ezcSExNL3FeRNDU1AaDY+uHPV8JFH3BiYmKKHSMmJkacrA0ATExMoKWlhV9++aXEc5qYmLxOyEREVA6sf0tWv3598b68yPNjn01MTCCRSPD333+XOF/Ks9tcXV2xfft2CIKAq1evYsOGDfjyyy+hpaWFTz/9FADQp08f9OnTB9nZ2Th37hwWLFiAIUOGwN7eHl5eXmWup0uLtyhm1sukamzxJlKRRYsWwdDQEF988QUKCgoq/PidO3dGXl4eZs+eDWtrazRq1EjcfuzYMZw4caJM37bL5fIyf3teHuvWrYOenh6OHz+OkydPKj0WL16M7OxsbNmy5YVxAWX/Zr+06yhKmK9evaq0fe/evUrPPT09oampWSyms2fPFuvW5+fnh3v37sHY2LjElpNnk3QiIqpadb3+fV1+fn4QBAEPHz4ssY4racI4iUSCZs2aYdmyZTAwMMClS5eKlZHL5Wjfvj0WLlwIoHBGdKDs9fTLYma9TKrGFm8iFTE0NMTMmTPxySefYOvWrRg2bFiFHt/d3R2GhoY4cuSI0jqlnTt3xldffSX+/2VcXV2xa9cufP/993B3d4eamlqZviF/kdDQUFy4cAHvv/9+sXFYQOEYuSVLlmDdunX48MMPSzyGo6MjtLS0sGXLFjRu3Bi6urqwsrKClZVVqdexfft27NixA/Xr14empiZcXV3RunVrODs7Y9q0acjLy4OhoSF2796NM2fOKL3e0NAQ06ZNw7x58/Duu+9i0KBBiIyMhL+/f7Gu5pMnT8bOnTvx5ptv4uOPP4abmxsKCgrw4MEDHDlyBFOnToWHh8cr3j0iInoddbn+rQht27bFe++9h9GjR+PixYt48803oaOjg+joaJw5cwaurq54//338ddff2HNmjXo27cv6tevD0EQsGvXLiQlJaFLly4AgC+++AJRUVHw8fGBtbU1kpKS8N1330EqlaJ9+/YAUOZ6+kVYL1N1wBZvIhX66KOPYGtriy+//LLMS5WUlZqaGjp06ABAuYL38vKCjo4O1NTU0LFjx5ceZ9KkSRg4cCA+++wzeHp6ihOhvI6i8dvjx48vcb9UKsWoUaMQEhJS4rfiAKCtrY1ffvkF8fHx6Nq1K1q3bo0ff/yx1HPOnTsX7du3x7hx49CmTRv06tULAKCuro59+/ahUaNG+N///ocRI0ZALpdj1apVxY7x5ZdfYsGCBThy5Ah69+6NlStXYu3atUpLiQGAjo4O/v77b4waNQo//vgjfH19MXjwYKxYsQLW1tb8Zp2ISMXqav1bUX744QesWrUKp0+fxttvvw1fX1988cUXSE9PR5s2bQAATk5OMDAwwKJFi9C7d28MGjQIly5dwoYNGzBu3DgAgIeHB2JiYjBjxgx07doV7733HrS0tHDixAk0bdoUQPnq6dKwXqbqQCIIgqDqIIiIiIiIiIhqK7Z4ExEREREREVUiJt5ERERERERElYiJNxEREREREVElUmniffr0afTq1QtWVlaQSCTYs2eP0n5BEODv7w8rKytoaWmhQ4cOuH79ulKZ7OxsfPTRRzAxMYGOjg569+6NqKgopTKJiYkYPnw4FAoFFAoFhg8fjqSkJKUyDx48QK9evaCjowMTExNMnDgROTk5lXHZREREtc73338PNzc36OvrQ19fH15eXjh48KC4f9SoUZBIJEoPT09PpWOUpU4nIiKqiVSaeKenp6NZs2alzkq4aNEiLF26FKtWrUJQUBAsLCzQpUsXpKamimUmT56M3bt3Y/v27Thz5gzS0tLg5+enNEPlkCFDEBISgkOHDuHQoUMICQnB8OHDxf35+fnw9fVFeno6zpw5g+3bt2Pnzp2YOnVq5V08ERFRLWJtbY1vvvkGFy9exMWLF9GpUyf06dNH6Qvz7t27Izo6WnwcOHBA6RhlqdOJiIhqomozq7lEIsHu3bvRt29fAIWt3VZWVpg8eTJmzJgBoPCbcHNzcyxcuBDjx49HcnIyTE1N8euvv+Ktt94CADx69Ag2NjY4cOAAunXrhps3b6JJkyY4d+6cuD7fuXPn4OXlhVu3bsHZ2RkHDx6En58fIiMjxTWAt2/fjlGjRiEuLg76+vpVf0OIiIhqOCMjIyxevBhjx47FqFGjkJSUVKx3W5Gy1OlEREQ1lYaqAyhNWFgYYmJi0LVrV3GbXC5H+/btcfbsWYwfPx7BwcHIzc1VKmNlZQUXFxecPXsW3bp1Q2BgIBQKhZh0A4CnpycUCgXOnj0LZ2dnBAYGwsXFRUy6AaBbt27Izs5GcHBwqWstZmdnIzs7W3xeUFCAhIQEGBsbQyKRVOTtICKiWkoQBKSmpsLKygpqarVj6pX8/Hz8/vvvSE9Ph5eXl7j91KlTMDMzg4GBAdq3b4+vv/4aZmZmAFCmOr0krIuJiKgiVHZ9XG0T75iYGACAubm50nZzc3NERESIZWQyGQwNDYuVKXp9TEyMWKk/y8zMTKnM8+cxNDSETCYTy5RkwYIFmDt3bjmvjIiIqLjIyEhYW1urOozXcu3aNXh5eSErKwu6urrYvXs3mjRpAgDo0aMHBg0aBDs7O4SFhWH27Nno1KkTgoODIZfLy1Snl4R1MRERVaTKqo+rbeJd5PlvqwVBeOk32M+XKan8q5R53syZMzFlyhTxeXJyMmxtbREZGcnu6VRr5BcI6LosALEp2Vg00A09XS1VHRJRrZKSkgIbGxvo6empOpTX5uzsjJCQECQlJWHnzp0YOXIkAgIC0KRJE7H7OAC4uLigVatWsLOzw/79+9G/f/9Sj8m6mCpTQYGAC2EJ2HUpCkdvxSE3rwAAINVQQ5fGZhjQ0hqt7Y2gpsbeE0S1XWXXx9U28bawsABQ2BptafnfB/24uDixddrCwgI5OTlITExU+oY8Li4O3t7eYpnY2Nhix3/8+LHScc6fP6+0PzExEbm5ucVawp8ll8shl8uLbS+a0ZWoNjhxKxaPs9VhbKhAP48GkGuoqzokolqpNnSLlslkaNCgAQCgVatWCAoKwnfffYcffvihWFlLS0vY2dnh7t27AMpWp5eEdTG9rq4tFOjawgFJGTnYc/khtgdF4lZMKg7dScGhOzdga6SNt1rbYKC7Ncz1NVUdLhFVssqqj6vtYDIHBwdYWFjg6NGj4racnBwEBASIFbC7uzukUqlSmejoaISGhoplvLy8kJycjAsXLohlzp8/j+TkZKUyoaGhiI6OFsscOXIEcrkc7u7ulXqdRNXdtguRAID+La2ZdBNRuQiCoDT++lnx8fGIjIwUv1wvS51OVJkMtGUY1dYBBye9gb0ftsVQD1voyTXwICEDiw/fhteC4xi7IQiHr8cgN79A1eESUQ2j0hbvtLQ0/Pvvv+LzsLAwhISEwMjICLa2tpg8eTLmz58PJycnODk5Yf78+dDW1saQIUMAAAqFAmPHjsXUqVNhbGwMIyMjTJs2Da6urujcuTMAoHHjxujevTvGjRsnfuP+3nvvwc/PD87OzgCArl27okmTJhg+fDgWL16MhIQETJs2DePGjeO35VSnxaVk4cStOADA261tVBwNEVVnn332GXr06AEbGxukpqZi+/btOHXqFA4dOoS0tDT4+/tjwIABsLS0RHh4OD777DOYmJigX79+AMpWpxNVBYlEAjdrA7hZG+Bz38Y4cC0GvwVF4kJ4Ao7fisPxW3Ew0ZVjgHs9DHK3hqOpbq3osUJElUuliffFixeVZgwvGqM1cuRIbNiwAZ988gkyMzMxYcIEJCYmwsPDA0eOHFHqd79s2TJoaGhg8ODByMzMhI+PDzZs2AB19f9a5rZs2YKJEyeKM6X27t1bae1wdXV17N+/HxMmTEDbtm2hpaWFIUOG4Ntvv63sW0BUrf0eHIX8AgHudoZwMq/540+JqPLExsZi+PDhiI6OhkKhgJubGw4dOoQuXbogMzMT165dw6ZNm5CUlARLS0t07NgRO3bsKHedTlSVtGUaGOhujYHu1rj3OA2/XYzEzuCHeJKWjR8C7uOHgPvQk2ugoYUenC304Gyuh4bmemhkoQdDHZmqwyeiaqTarONdG6SkpEChUCA5OZkt5VTjFRQI6PDtqcIudgPdMKgVW7yJKgPrjorF+0mVLTe/ACduxeG3oEgE3HmMvIKSP0qb6snRyKIwES9Kyp3MdaEtq7ZTLBHVaZVdf/A3n4hKFHg/Hg8SMqAn14CvG2cyJyIiAgCpuhq6NbVAt6YWyMkrQNiTdNyKScGd2FTcjknF7dhURCZk4nFqNh6nZuPvu0/E10okgK2RttgqXpSUO5joQKpebadeIqIKwMSbiEq07cIDAEDv5lb8dp6IiKgEMg21wtZsC+XhWOnZebgTm4o7sam4FZMqJuVP0nIQEZ+BiPgMHL3x36o7UnUJHE114Wyhp5SU1zPQ4lJmRLUEP00TUTH3HqfhyPXCDwTvtLFVcTREREQ1i45cAy1sDdHC1lBp+5O0bDEJF5PymFSk5+TjVkzhc6XjyNQLx48/0129oYUeTHSLL6FHRNUbE28iEuXmF+DH0/ex4vhd5OQXoJmNAVzqKVQdFhERUa1goiuHia4c3o4m4jZBEBCVmFmYkBd1V49Jxb3HaUjPycflB0m4/CDpuePIlMaOO1vowclcD7pyfrQnqq7420lEAICQyCR8uvOq+G172wbGWDSwmYqjIiIiqt0kEglsjLRhY6QNn8bm4vbc/AKEP0lXSsZvx6biQUIGnqTl4ElaPM7ei1c6lrWhltLY8SaW+nA01WV3daJqgIk3UR2Xnp2Hb4/cxsaz4SgQAANtKWb7NkH/lvW4LikREZGKSNXV4GRe2JLt5/bf9oycPNyNTcPt2MJu6kWJeVxqNqISMxGVmIljN+PE8vqaGmhpZ4hWdoZwtzNCMxsF524hUgH+1hHVYSdvxWHWnlA8TMoEAPRtboXZfk1gzLFjRERE1ZK2TAPNbAzQzMZAaXtiek5hMv507PjtmFTceJSClKw8nLr9GKduPwYAqKtJ0NRKHy1tDdHK3hCt7IxgodBUwZUQ1S1MvInqoMep2fjyrxvYd+URgMKuafP6uqCDs5mKIyMiIqJXYagjg2d9Y3jWNxa35eYX4FZ0Ki5GJOBiRCKCwxMRk5KFq1HJuBqVjA1nwwEA9Qy04G5nKD4aWehBg8ubEVUoJt5EdYggCPg9OApf77+J5MxcqEmAMW0dMKVrQ3Y7IyIiqmWk6mpwtVbA1VqB0W0dAAAPkzIRHJGI4PDCZPxmdAoeJmXiYVIm9j79Ql5Hpo7mtgZwtzNCKztDNLc1gL6mVJWXQlTj8ZM2UR0R9iQdn+26hsD7hROxNLXSxzf93eBqzVnLiYiI6op6BlqoZ6CF3s2sABTO9RISmYSL4YkIfpCIyxGJSM3Owz//xuOffws/M0gkgLO5Htzt/uuebm2oxblgiMqBiTdRLffsEmHZeQXQlKrh484NMbadA7uRERER1XE6cg20bWCCtg0KlzjLLxBwNy4VF8MTcSkiERcjEvEgIUNcZ3zL+QcAAFM9+dMJ2wofTa0UkGnwcwVRaZh4E9Vizy8R1q6BCb7u5wI7Yx0VR0ZERETVkbqaBI0s9NHIQh/DPO0AAHEpWbj0IFFsFQ99mIzHqdk4GBqDg6ExAAC5hhqaWRvA3d4Q7raFybihjkyVl0JUrTDxJqqFnl8izFBbillcIoyIiIhegZm+Jrq7WKK7iyUAICs3H1ejkgvHikckIDgiEYkZubgQnoAL4Qni6xxNdQq7p9sZoaWdIRxNdfg5hOosJt5EtQyXCCMiIqLKpClVRxsHI7RxMALgCEEQcP9JOoLDExEckYiLEQm49zhdfPx2MQpAYUOAu53h03XFjeBmrYCmVF21F0NURZh4E9USJS0R9nU/V7RvaKriyIiIiKg2k0gkcDTVhaOpLga3tgFQuK74pQeFY8SDIxJxJTIJiRm5OHYzDsduxgEApOoSNLVS4E0nE/yvgyNXWKFaje9uolrg4LVofLrrmrhE2Nh2Dvi4C5cIIyIiItUw1JHBp7E5fBqbAwBy8gpw/VFR9/TChPxxajZCIpMQEpmEg6ExWD20JRqa66k4cqLKwU/lRDVYVm4+5u2/gc3nCmcY5RJhREREVB3JNNTQwtYQLWwN8e4bgCAIiErMxLn78Vh8+DbuxqWh96oz+KqPCwa1slF1uEQVjok3UQ1173EaPtx6GTejUwAA/2vviKldG0LKJcKIiIiompNIJLAx0oaNkTY6NjLDxztC8PfdJ5j+x1Wcu5+Ar/o2Zc89qlX4CZ2oBtoZHIVeK8/gZnQKjHVk2DimDT7t0YhJNxEREdU4JrpybBzdBtO6NoSaBNh5KQp9Vv2Du7Gpqg6NqMLwUzpRDZKenYcpv4Vg6u9XkJGTD29HYxyc9AYnUCMiIqIaTU1Ngg87OWHrOE+Y6cmfdj3/B79fjFR1aEQVgok3UQ1x41EKeq06g12XHkJNAkzp0hC/jvWAmb6mqkMjIiIiqhCe9Y1xYNIbeMPJBJm5+Zj+x1VM/e0KMnLyVB0a0Wth4k1UzQmCgF/PRaDvmn9w/3E6zPXl2DbOExN9nKCuJlF1eEREREQVil3PqTZi4k1UjSVn5mLClkuYvScUOXkF6NTIDAcnvQmP+saqDo2IiIio0pTW9fyP4ChVh0b0Sph4E1VTIZFJ8F3xNw6GxkCqLsEs38b4eUQrGOnIVB0aERERUZV4vuv5tN+vYNrv7HpONQ8Tb6JqpqBAwI+n72Hg92cRlZgJGyMt/P4/b7z7Rn2osWs5ERER1THPdz3/I5hdz6nmYeJNVI3Ep2VjzMYgzD9wC3kFAnxdLbF/4htobmOg6tCIiIiIVIZdz6mmY+JNVE2cux+Pniv+xqnbjyHTUMPX/VywakgL6GtKVR0aERERUbVQWtfzzJx8VYdG9EJMvIlULL9AwPJjdzDkp3OITcmGo6kO/vygLYZ62EEiYddyIiIiomcVdT3/uHNDAIVdzzecDVdtUEQvoaHqAIjqstiULEzafhnn7icAAAa6W+PLPk2hLeOvJhEREdGLPEzKAABI1SVobW+o4miIXoyf7olU5NTtOEz57QoS0nOgLVPHvL4u6N/SWtVhEREREVVrgiDgy79u4LeLUVCTACveboFW9kaqDovohZh4E6nAnyEPMWl7CACgsaU+Vg1pAUdTXdUGRURERFQDfHvktti1fPHAZujhaqnagIjKgIk3kQr8GfIIANCrmRUWD3SDplRdxRERERERVX+rT/6L1SfvAQC+6tMUA9zZW5BqBk6uRqQCKZm5AICeLhZMuomIiIjKYMM/YVh8+DYAYGaPRhjuZa/agIjKgYk3kQqkZBUm3vpaXCqMiIiI6GV+uxgJ/303AAATfZwwvr2jiiMiKh8m3kQqkJKZBwBco5uIiIjoJfZdeYRPd14FAIxt54CPOzupOCKi8mPiTaQC/7V4c5oFIiIiotIcuxGLj3eEoEAA3mlji1m+jSGRSFQdFlG5MfEmqmK5+QXIyMkHACjY1ZyIiIioRP/8+wQTtl5CXoGAPs2tMK+vC5NuqrGYeBNVsaKJ1QBAV84WbyIiIqLnBUck4N2NF5GTV4CuTczx7aBmUFdj0k01FxNvoiqWklU4vltXrgENdf4KEhERET0r9GEyRq0PQmZuPt5wMsHKIS0g5WcmquH4DiaqYkUt3vqabO0motprwYIFkEgkmDx5srhNEAT4+/vDysoKWlpa6NChA65fv670uuzsbHz00UcwMTGBjo4OevfujaioqCqOnohU5W5sKoavO4/UrDy0sTfCj8NbQa7BpVep5mPiTVTFuJQYEdV2QUFB+PHHH+Hm5qa0fdGiRVi6dClWrVqFoKAgWFhYoEuXLkhNTRXLTJ48Gbt378b27dtx5swZpKWlwc/PD/n5+VV9GURUxSLi0zH05/NIzMiFm7UC60a1gpaMSTfVDky8iaoYlxIjotosLS0NQ4cOxU8//QRDQ0NxuyAIWL58OT7//HP0798fLi4u2LhxIzIyMrB161YAQHJyMtatW4clS5agc+fOaNGiBTZv3oxr167h2LFjqrokIqoC+648Qp/V/yAuNRvO5nrYOLoN9PhZiWoRJt5EVYwt3kRUm33wwQfw9fVF586dlbaHhYUhJiYGXbt2FbfJ5XK0b98eZ8+eBQAEBwcjNzdXqYyVlRVcXFzEMkRUuySm5+DDrZfw0bbLSMrIhUs9ffz6bhsY6shUHRpRhar2iXdqaiomT54MOzs7aGlpwdvbG0FBQeL+ihovlpiYiOHDh0OhUEChUGD48OFISkqqikukOkYc4801vImoltm+fTsuXbqEBQsWFNsXExMDADA3N1fabm5uLu6LiYmBTCZTail/vszzsrOzkZKSovQgoprh5O04dFt+Gn9djYa6mgQTfZywe0JbmOlpqjo0ogpX7RPvd999F0ePHsWvv/6Ka9euoWvXrujcuTMePnwIoOLGiw0ZMgQhISE4dOgQDh06hJCQEAwfPrzKr5dqv2RxcjW2eBNR7REZGYlJkyZh8+bN0NQs/UPz82vwCoLw0nV5X1RmwYIF4pfmCoUCNjY25Q+eiKpUWnYeZu66itHrgxCXmg1HUx3set8bU7o05OzlVGtV63d2ZmYmdu7ciUWLFuHNN99EgwYN4O/vDwcHB3z//fcVNl7s5s2bOHToEH7++Wd4eXnBy8sLP/30E/766y/cvn1blbeAaqHHqdkA2NWciGqX4OBgxMXFwd3dHRoaGtDQ0EBAQABWrFgBDQ0NsaX7+ZbruLg4cZ+FhQVycnKQmJhYapnnzZw5E8nJyeIjMjKyEq6OiCrKhbAE9PjuNLZdKPxdHdPWAfsnvoFmNgaqDYyoklXrxDsvLw/5+fnFvjnX0tLCmTNnKmy8WGBgIBQKBTw8PMQynp6eUCgULxxTxu5tVB73Hqfh3Y0X8Xtw4TAHUz25iiMiIqo4Pj4+uHbtGkJCQsRHq1atMHToUISEhKB+/fqwsLDA0aNHxdfk5OQgICAA3t7eAAB3d3dIpVKlMtHR0QgNDRXLPE8ul0NfX1/pQUTVT1ZuPr7efwNv/RiIyIRM1DPQwrZxnviiVxNoSjlzOdV+1XqQqZ6eHry8vPDVV1+hcePGMDc3x7Zt23D+/Hk4OTm9cLxYREQEgLKNF4uJiYGZmVmx85uZmZU6pgwo7N42d+7c17pGqv0S03Pw3fG72HwuAnkFAtTVJBjmYYtB7taqDo2IqMLo6enBxcVFaZuOjg6MjY3F7ZMnT8b8+fPh5OQEJycnzJ8/H9ra2hgyZAgAQKFQYOzYsZg6dSqMjY1hZGSEadOmwdXVtdhkbURUc1yLSsaU30JwNy4NADC4lTVm+zXhrOVUp1TrxBsAfv31V4wZMwb16tWDuro6WrZsiSFDhuDSpUtimYoYL1ZS+ZcdZ+bMmZgyZYr4PCUlhWPLSJSdl49fAyOw4vhdpGQVLiHm08gMM3s2RgMzXRVHR0RU9T755BNkZmZiwoQJSExMhIeHB44cOQI9PT2xzLJly6ChoYHBgwcjMzMTPj4+2LBhA9TV2SJGVNPk5hdgzcl7WHniLvIKBJjoyvFNf1d0blLy0BGi2qzaJ96Ojo4ICAhAeno6UlJSYGlpibfeegsODg6wsLAAUNhibWlpKb6mtPFiz7Z6x8XFid3WLCwsEBsbW+zcjx8/LnVMGVDYvU0uZ3dhUiYIAg6FxuCbQ7cQEZ8BAGhsqY9Zvo3RtoGJiqMjIqo6p06dUnoukUjg7+8Pf3//Ul+jqamJlStXYuXKlZUbHBFVqn/jUjHltyu4GpUMAOjpaoF5fV1hxGXCqI6q1mO8n6WjowNLS0skJibi8OHD6NOnj5h8v+54MS8vLyQnJ+PChQtimfPnzyM5ObnUMWVEJbkSmYTBPwTi/S2XEBGfAVM9ORYNcMNfH7Vj0k1ERES1XkGBgHVnwuC74gyuRiVDX1MD373dHKuHtGTSTXVatW/xPnz4MARBgLOzM/79919Mnz4dzs7OGD16NCQSSYWMF2vcuDG6d++OcePG4YcffgAAvPfee/Dz84Ozs7PKrp1qjkdJmVh8+DZ2Xy5c5k5Tqob33qiP8e0doSOv9r9mRERERK8tMiED0/+4gnP3EwAAbzY0xaIBbrBQcF1uomqfESQnJ2PmzJmIioqCkZERBgwYgK+//hpSaeFkDBU1XmzLli2YOHGiOPt57969sWrVqqq9WKpx0rPzsDbgHn48fR/ZeQUAgP4t6mFaN2dYGWipODoiIiKiyicIAn67GImv/rqJtOw8aEnV8blvYwz1sH3pvEtEdYVEEARB1UHUFikpKVAoFEhOTuZyJrVcfoGAP4Ij8e2RO+K63G0cjDDLtzHcrA1UGxwR1SisOyoW7ydR1YpLzcLMnddw/FYcAKCVnSGWDG4GO2MdFUdGVD6VXX9U+xZvourmzN0nmLf/Bm7FpAIA7Iy1MbNHY3Rras5vdYmIiKjO2H81GrP2XENiRi5k6mqY0rUhxr1RH+pq/DxE9Dwm3kRl9G9cKuYfuIUTT7/R1dfUwEQfJ4zwsodMo8bMU0hERET02s7ee4IPthYu79vEUh9L32qGRhbsZUJUGibeRC+RkJ6D5cfuYMv5B8gvEKChJsEwTztM8nGCIWfnJCIiojroxM3ChojOjc2xZmhLNkIQvQQTb6JSZOflY+PZcKw88S9Ss/IAAF2amGNmj0aob6qr4uiIiIiIVOdyZBIAoIeLBZNuojJg4k1UgkOhMfj6wA1EJmQCKOxCNcuvMbwduRY3ERER1W05eQW49jAZANDSzlDF0RDVDEy8iZ4THJGA/20OBgCY6ckxvZsz+re05kQhRERERABuRqcgJ68ABtpS2BtrqzocohqBiTfRc/75Nx4A0K6BCX4c4Q5tGX9NiIiIiIpcfpAIAGhhY8AVXYjKiAMyiJ5z41EKAKCDsymTbiIiIqLnXHqQBABoYctu5kRlxcSb6Dk3YwoT7yaWXBKDiIiI6HmXI5+2eNsaqDYQohqEiTfRM1KzchERnwEAaMzEm4iIiEjJ49RsRCZkQiIBmtkYqDocohqDiTfRM27FpAIArBSaXKObiIiI6DkhT5cRa2CqC31NqWqDIapBmHgTPaNofDdbu4mIiIiKK5pYrSXHdxOVCxNvomcUJd5NrJh4ExERET3vsjixmoFK4yCqaZh4Ez3jRjQnViMiIiIqSX6BgCtRSQA4ozlReTHxJnoqN78At2MLx3izxZuIiIhI2Z3YVGTk5ENbpo4GZrqqDoeoRmHiTfTU/cfpyMkrgJZUHTaG2qoOh4iIiKha0ZFpAAAycvKx98pDFUdDVLMw8SZ6KiUrFwCQmZuPD7ZeQmJ6joojIiIiIqo+bI218VGnBgCAT3deQ+jDZBVHRFRzMPEmeqqVnSFmdG8EDTUJDobGoNvy0zh957GqwyIiIiKqNiZ3bogOzqbIzivA/zYHs6GCqIyYeBM9JZFI8H4HR+z5oC0cTXUQl5qNEb9cgP/e68jKzVd1eEREREQqp64mwXdvtYCdsTaiEjMxcftl5BcIqg6LqNpj4k30HJd6Cvz10RsY4WUHANhwNhy9Vp7B9UfsTkVERESk0JZi7TB3aEnV8ffdJ/j2yG1Vh0RU7THxJiqBlkwdX/ZxwfpRrWGiK8fduDT0Xf0Pfgi4hwJ+q0tERER1XGNLfSwc6AYA+P7UPRy8Fq3iiIiqNybeRC/QsZEZDk9+A12amCM3X8CCg7cw5OdzeJSUqerQiIiIiFSqdzMrvNvOAQAw7fcruPt0WVYiKo6JN9FLGOvK8eNwdywc4AptmTrO3U9At+Wn8WcIl9EgIiKiuu3THo3gVd8Y6Tn5eO/XYHGVGCJSxsSbqAwkEgneam2LAxPfQHMbA6Rm5WHS9hBM2n4ZyZmsYIiIiKhu0lBXw6ohLWCl0ETYk3RM2XGFw/KISsDEm6gc7E108Mf/vDC5sxPU1ST4M+QReiw/jcB78aoOjYiIiEgljHXlWDvcHTINNRy7GYtVJ/9VdUhE1Q4Tb6Jy0lBXw+TODfH7/7xgZ6yNR8lZGPLzOSw4eBPZeVx2jIiIiOoeN2sDzOvjAgBYduwOTt6KU3FERNULE2+iV9TS1hAHJr6Bt1vbQBCAHwLuo9/qs5xYhIiIiOqkwa1tMNTDFoIATNx+GTcepag6JKJqg4k30WvQkWvgmwFu+GG4Owy1pbgRnQK/lWew4Z8wCALHNxEREVHdMqdXU7S0LZwPp9+af/D7xUhVh0RULTDxJqoA3Zpa4PDkN9G+oSmy8wrgv+8G3t14ERk5eaoOjYiIiKjKyDTUsG5ka/Ez0fQ/rmLGH1eRlcvheFS3MfEmqiBm+prYMLo1vuzTFHINNRy/FYehP59HUkaOqkMjIiIiqjKGOjKsH9UaU7s0hEQC7LgYiX5rziL8SbqqQyNSGSbeRBVIIpFghJc9to7zhEJLissPkjBobSCikzNVHRoRERFRlVFTk+AjHyf8OsYDxjoy3IxOQa+VZ3AoNFrVoRGpBBNvokrgbmeI3//nBQt9TdyNS8PA7wNx73GaqsMiIiIiqlLtnEywf+IbaGVniNTsPPxv8yXM++sGcvMLVB0aUZVi4k1USRqa6+GP971Q30QHD5MyMWhtIK5EJqk6LCIiIqIqZaHQxLb3PDHuDQcAwM9nwvDOj+cQk5yl4siIqg4Tb6JKZG2ojd//5wU3awUS0nPwzk/ncObuE1WHRURERFSlpOpq+Ny3CdYOc4eeXAMXIxLhu+Jvfi6iOoOJN1ElM9aVY+s4T7RtYIyMnHyM3nABf119pOqwiIiIiKpcdxcL/DWxHZpY6iM+PQfDfzmP747dRUEBl2Gl2o2JN1EV0JVr4JdRrdHT1QK5+QI+2nYZP/99Hzl5HN9ERLXTggULIJFIMHnyZHHbqFGjIJFIlB6enp5Kr8vOzsZHH30EExMT6OjooHfv3oiKiqri6ImoMtkZ62DXBG+808YGggAsO3YHozYEISGdK8FQ7cXEm6iKyDXUsfKdlhjqYQtBAObtvwnvb45j0aFbiEzIUHV4REQVJigoCD/++CPc3NyK7evevTuio6PFx4EDB5T2T548Gbt378b27dtx5swZpKWlwc/PD/n5XAOYqDbRlKpjQX83fDuoGTSlajh95zF8V/yNSw8SVR0aUaVg4k1UhdTVJJjX1wWz/ZrATE+OJ2k5WHPqHt5cfBJjNgThxK1Y5LOrFRHVYGlpaRg6dCh++uknGBoaFtsvl8thYWEhPoyMjMR9ycnJWLduHZYsWYLOnTujRYsW2Lx5M65du4Zjx45V5WUQURUZ6G6NPR+0RX0THUQnZ2Hw2kCs/ycMgsDPQ1S7MPEmqmISiQRj2zngn0874fuhLdG2gTEEAThxKw5jNlxE+8Unsfrkv3iSlq3qUImIyu2DDz6Ar68vOnfuXOL+U6dOwczMDA0bNsS4ceMQFxcn7gsODkZubi66du0qbrOysoKLiwvOnj1b6bETkWo0stDHnx+2ha+rJfIKBMzddwMf7whhYwTVKhqqDoCorpKqq6GHqyV6uFri/uM0bDn/AH8ERyEqMROLD9/G8mN30N3FEsM8bNHGwQgSiUTVIRMRvdD27dtx6dIlBAUFlbi/R48eGDRoEOzs7BAWFobZs2ejU6dOCA4OhlwuR0xMDGQyWbGWcnNzc8TExJR4zOzsbGRn//dFZUpKSsVdEBFVGT1NKVYNaYFWZw0x/8BN7Al5BC2ZBub3c+FnIKoVmHgTVQP1TXUx268Jpndzxr4rj7D5/ANciUzCviuPsO/KIzQ018VQDzv0a1kP+ppSVYdLRFRMZGQkJk2ahCNHjkBTU7PEMm+99Zb4fxcXF7Rq1Qp2dnbYv38/+vfvX+qxBUEo9YP3ggULMHfu3NcLnoiqBYlEgtFtHWCp0MT7Wy5h24UHMNOT4+MuDVUdGtFrY1dzompEU6qOQa1s8OcHbfHXR+3wdmsbaEnVcSc2DXP2Xofn/OOYuesqQh8mqzpUIiIlwcHBiIuLg7u7OzQ0NKChoYGAgACsWLECGhoaJU6OZmlpCTs7O9y9excAYGFhgZycHCQmKk+uFBcXB3Nz8xLPO3PmTCQnJ4uPyMjIir84IqpS3V0s8VUfFwDAd8fvYvO5CBVHRPT6qnXinZeXh1mzZsHBwQFaWlqoX78+vvzySxQU/LcEkyAI8Pf3h5WVFbS0tNChQwdcv35d6ThlWZokMTERw4cPh0KhgEKhwPDhw5GUlFQVl0lUIpd6CnwzwA3nP/fB3N5N4WSmi4ycfGy7EAm/lWfgOf84Rq+/gIWHbuHPkIe4E5uKvHwuT0ZEquHj44Nr164hJCREfLRq1QpDhw5FSEgI1NXVi70mPj4ekZGRsLS0BAC4u7tDKpXi6NGjYpno6GiEhobC29u7xPPK5XLo6+srPYio5hvmaYdJPk4AgNl/huLgtWgVR0T0eqp1V/OFCxdi7dq12LhxI5o2bYqLFy9i9OjRUCgUmDRpEgBg0aJFWLp0KTZs2ICGDRti3rx56NKlC27fvg09PT0AhUuT7Nu3D9u3b4exsTGmTp0KPz8/BAcHix8EhgwZgqioKBw6dAgA8N5772H48OHYt2+fai6e6Cl9TSlGettjhJcdLoQlYPP5BzgUGo2YlCzEpGTh5O3HYlmZhhqczHTRyEIfjS310NhSH40s9GCsK1fhFRBRXaCnpwcXFxelbTo6OjA2NoaLiwvS0tLg7++PAQMGwNLSEuHh4fjss89gYmKCfv36AQAUCgXGjh2LqVOnwtjYGEZGRpg2bRpcXV1LnayNiGqvyZ2dEJeajW0XHmDS9hAY6sjgWd9Y1WERvZJqnXgHBgaiT58+8PX1BQDY29tj27ZtuHjxIoDC1u7ly5fj888/F8eGbdy4Eebm5ti6dSvGjx8vLk3y66+/ipX25s2bYWNjg2PHjqFbt264efMmDh06hHPnzsHDwwMA8NNPP8HLywu3b9+Gs7OzCq6eSJlEIoFHfWN41DdGWrYrbsek4GZ0Km4V/RudgvScfFx/lILrj5QnFzLVk6ORhR6aWOqjkaUeGlnow9FUFzKNat3phYhqEXV1dVy7dg2bNm1CUlISLC0t0bFjR+zYsUP8ohwAli1bBg0NDQwePBiZmZnw8fHBhg0bSmwxJ6LaTSIpXIY1IT0bh6/HYtzGi9gx3gtNrNizhWqeap14t2vXDmvXrsWdO3fQsGFDXLlyBWfOnMHy5csBAGFhYYiJiVFadkQul6N9+/Y4e/Ysxo8f/9KlSbp164bAwEAoFAox6QYAT09PKBQKnD17lok3VTu6cg242xnB3e6/9W8LCgQ8TMrEjegU3HqakN+KSUV4fDoep2bjcWo2/r77RCwvVZfA0VRXbBVvZFnYSm6qK+fsoURUIU6dOiX+X0tLC4cPH37pazQ1NbFy5UqsXLmyEiMjoppCXU2C795ugRHrLuBCeAJGrr+AXe97w8ZIW9WhEZVLtU68Z8yYgeTkZDRq1Ajq6urIz8/H119/jXfeeQcAxKVFnp9wxdzcHBEREWKZly1NEhMTAzMzs2LnNzMzK3X5EoBLmFD1oqYmgY2RNmyMtNGtqYW4PT07D3diU3ErJhU3nyblN2NSkJqVh1sxhdufZawjE1vFi5LyBma60JSytYmIiIiqnqZUHT+NbIW3fgjErZhUjPjlAv74nxeH0lGNUq0T7x07dmDz5s3YunUrmjZtipCQEEyePBlWVlYYOXKkWO751rkXLTtSWpmSyr/sOFzChGoCHbkGWtgaooXtf18+CYKAR8lZuPkopbCr+tOkPPxJOuLTc/DPv/H45994sby6mgT1TXQKE3FLPTS2KPzXQl+TreNERERU6RRaUmwc0wb915xF2JN0jNkQhK3jPKEjr9bpDJGoWr9Tp0+fjk8//RRvv/02AMDV1RURERFYsGABRo4cCQuLwla9mJgYcUZUQHnZkWeXJnm21TsuLk6cIdXCwgKxsbHFzv/48eNSly8BCpcwmTJlivg8JSUFNjY2r3HFRFVDIpGgnoEW6hlooXOT/97jmTn5uBuXilvRqYVd1p+OH0/OzMXduDTcjUvD3iv/HcdAW1rYTf2ZydyczPSgJWPrOBEREVUsc31NbBrbBgO/P4srUcl4f8sl/DyiFeesoRqhWifeGRkZUFNT/kVSV1cXlxNzcHCAhYUFjh49ihYtWgAAcnJyEBAQgIULFwJQXppk8ODBAP5bmmTRokUAAC8vLyQnJ+PChQto06YNAOD8+fNITk4udfkSoHA8uVzOLi5Ue2jJ1OFmbQA3awNxmyAIiE3Jxs3oFNyMedpVPToF95+kIykjF+fuJ+Dc/QSxvJoEsDfRQUtbQ7S2N0QreyPUN9FhyzgRERG9NkdTXfwyqjWG/HQep+88xoydV7FkUDOoqfFzBlVv1Trx7tWrF77++mvY2tqiadOmuHz5MpYuXYoxY8YAKGy1mzx5MubPnw8nJyc4OTlh/vz50NbWxpAhQwCUbWmSxo0bo3v37hg3bhx++OEHAIXLifn5+XFiNarzJBIJLBSasFBoomOj/+ZCyMrNx79xaf+NHX/aOp6QnoP7j9Nx/3E6/giOAgAY6cjQys4Qre2N0MreEE2tFPx2moiIiF5JC1tDrBnWEuM2XsTuyw9hoivD575NVB0W0QtJBEEQVB1EaVJTUzF79mzs3r0bcXFxsLKywjvvvIMvvvgCMpkMQGFr3Ny5c/HDDz8gMTERHh4eWL16tdJaollZWZg+fTq2bt0qLk2yZs0apW7hCQkJmDhxIvbu3QsA6N27N1atWgUDA4Myx5uSkgKFQoHk5GTo63OZA6p7BEHA47RsXH+YgosRCQgKT0RIZBJy8gqUymlK1dDcxuBpIm6ElrYG0NOUqihqItVi3VGxeD+J6o6dwVGY+nvhGLjOjc3xhV8T2BpztnN6NZVdf1TrxLumYWVPVFx2Xj5CH6bgYnhhIn4xIgFJGblKZdQkQCMLfbFremt7I1goNFUUMVHVYt1RsXg/ieqWDf+EYd7+m8grECDTUMP/2jvi/faOnG+Gyo2Jdw3Cyp7o5QoKBNx/koag8EQEhSfgYngiHiRkFCtnbagldk1vbW+EBqa6HL9FtRLrjorF+0lU99yNTYX/vuviiiz1DLQw268xujW14BwzVGZMvGsQVvZEryY2JQsXixLxiATceJSCguf+Mim0pGhlV9QibghXawXkGvw2m2o+1h0Vi/eTqG4SBAGHQmPw1V838Cg5CwDwhpMJ5vRqigZmuiqOjmoCJt41CCt7ooqRlp2Hyw8SC7umhyfg8oMkZObmK5WRaaihmbVCTMTdbY2g0OY4cap5WHdULN5PorotMycfa079ix9O30dOXgE01CQY084BH3VqwPlk6IWYeNcgrOyJKkdufgFuRqeIiXhQeAKepOUUK+dsrid2TW9lb4h6BlrsYkbVHuuOisX7SUQAEBGfjq/+uoFjN+MAAKZ6cnzWsxH6Nq/HzwZUIibeNQgre6KqIQgCIuIzxDHiQREJuP84vVg5S4Um3J9ZxqyRhT7UOU6cqhnWHRWL95OInnXyVhzm7ruO8PjC+WRa2Rlibp+maGqlUHFkVN0w8a5BWNkTqc6TtGwERySKs6eHPkxG3nMDxfXkGmhhZ4jWT8eKN7cx4KynpHKsOyoW7ycRPS87Lx8//x2GVSf+RWZuPtQkwFAPO0zt2hAG2jJVh0fVBBPvGoSVPVH1kZmTj5DIpMJEPCIRlyISkZadp1RGpq6GsW84YEqXhpCqq6koUqrrWHdULN5PIirNo6RMzD9wE39djQYAGGpLMa2bM95ubcseccTEuyZhZU9UfeUXCLgVkyLOnh4UnoDYlGwAhd3OVg5pAUuFloqjpLqIdUfF4v0kopc5e+8J/Pdex53YNACASz19zO3tAnc7QxVHRqrExLsGYWVPVHMIgoCDoTGY8cdVpGbnwVBbiqVvNUdHZzNVh0Z1DOuOisX7SURlkZtfgF8DI7Ds6B2kPu0RN6ClNWb0cIaZnqaKoyNVqOz6g30riahOkkgk6Olqib8mtoNrPQUSM3Ixen0Qvjl4C7n5BaoOj4iIiCqRVF0NY9o54MS0Dhjkbg0A2HkpCj7fBuCHgHsIe5IOtk9SRWKLdwXit+xENVN2Xj7m77+JjYERANj1nKoW646KxftJRK/i0oNEzPnzOq49TBa3KbSkcLNWoIWNAZo9fZjoylUYJVUmdjWvQVjZE9VsB65Fs+s5VTnWHRWL95OIXlV+gYDfL0Zix8VIXH+Ugpy84j3g6hloobmtAZpbFybirvUUXCGllmDiXYOwsieq+SLi0/HB1ksIfZgCAHi/gyOmdmkIDc56TpWEdUfF4v0kooqQk1eA2zGpCIlKQsiDJFyJSsK9x2l4PnNSV5Ogobkemtso0MzaAM1tDeBkpsdZ0msgJt41CCt7otrh+a7nre0NseIddj2nysG6o2LxfhJRZUnJykVoVDIuRybhSmQSQiKTEJeaXayctkwdLvUUaG5jgOZPu6hbKTQhkTAZr86YeNcgrOyJapf9V6MxY+dVpLHrOVUi1h0Vi/eTiKpSTHIWQiITERKZjCuRSbgalYT0nPxi5Ux05WhuoxATcTdrAyi0pCqImErDxLsGYWVPVPuEP0nHh9vY9ZwqD+uOisX7SUSqlF8g4N7jNIQ8bRW/EpWEW9GpyCsonnLVN9URx4o3szFAY0s9yDU4XlxVmHjXIKzsiWondj2nysS6o2LxfhJRdZOVm4/rj5LFVvGQyCQ8SMgoVk6mrobGVvpobq1Ac1sDNLM2gL2xDtQ4XrxKMPGuQVjZE9Vuz3Y9N9KRYengZujAruf0mlh3VCzeTyKqCRLSc3Al6r+x4lcik5CYkVusnL6mBpoVjRV/2jpuqsclzSoDE+8ahJU9Ue0X/qRw1vPrjwq7nn/eszHGvVlfxVFRTca6o2LxfhJRTSQIAiITMpVmUQ99mIzs0pY0szFAs6czqbvUU0BHrqGCqGsXJt41CCt7orohIycPPksCEJ2cBVsjbZz+pKOqQ6IajHVHxeL9JKLaIjf/6ZJmz4wXvxtXfEkzNQmeLmlWOGmbm7UCzhZ6kHI+mnKp7PqDX40QEZVDfoGAWbtDEZ2cBam6BHN6NVF1SERERFQLSdXV4FJPAZd6CgzztAMApGbl4trDZFx5Zrx4TEoWbsWk4lZMKrYHRQIAZBpqaGKpj2bWCrhZF7aO1zfR5XhxFWLiTURURgUFAmbuuopdlx9CXU2Cle+0hE9jc1WHRURERHWEnqYU3o4m8HY0EbfFJGeJ48WvRiXjalQSUrLyEPI0MQcKJ4fVlWugqZX+0+XMCrupWxtqcX3xKsLEm4ioDARBwKw/Q/HbxSioSYAVb7dAdxcLVYdFREREdZyFQhMWCgt0a1r4uUQQBITHZ+Bq1H+JeOjDFKRl5+F8WALOhyWIrzXUlord092sDdDMWgEzfU1VXUqtxsSbiOglBEGA/97r2Hr+ASQSYNlbzeHrZqnqsIiIiIiKkUgkcDDRgYOJDvo0rwcAyMsvwL+P03A1MhlXopJw7WEybkanIDEjFwF3HiPgzmPx9Rb6mk8TcYWYlBtoy1R1ObUGE28iohcQBAHznq7hLZEAiwc2EysxIiIioppAQ10NjSz00chCH4Nb2wAAsvPycSs6FVejknDlacv4v3FpiEnJQsyNLBy5ESu+3s5YuzAJr1eYkHMm9fLj3SIiKoUgCPjm0C2sOxMGAFjQzxUD3a1VHBURERHR65NrqKOZTeHa4MOfbkvPzsP1RylKyXhEfIb42HflEYDCmdQbmOkqdVNvbKkHuYa66i6ommPiTURUimVH7+CHgPsAgK/6uuDtNrYqjoio4oWHh+Pvv/9GeHg4MjIyYGpqihYtWsDLywuamhznR0RUl+jINdDGwQhtHIzEbUkZObj2MBlXo5LFCdxiUrJwJzYNd2LT8EdwFABAqi5BIwt9ceI2V2sFnMx0ocFlzQAw8SYiKtGK43ex4sS/AIA5vZpg+NNlPIhqi61bt2LFihW4cOECzMzMUK9ePWhpaSEhIQH37t2DpqYmhg4dihkzZsDOju9/IqK6ykBbhjecTPGGk6m4LS4lS5y4rahlPDGjcKmzaw+TseX8AwCAllQdTa30xSXNXOspYG+sUyeXNWPiTUT0nDWn/sXSo3cAAJ/3bIzRbR1UHBFRxWrZsiXU1NQwatQo/Pbbb7C1Ve7NkZ2djcDAQGzfvh2tWrXCmjVrMGjQIBVFS0RE1Y2ZviY6N9FE5yaFy6oKgoCoxMzCiduiCidwK5pJ/WJEIi5GJIqv1dPUUJpF3dXaAFYKzVq/rJlEEARB1UHUFikpKVAoFEhOToa+vr6qwyGiV/Dz3/cxb/9NAMD0bs74oGMDFUdEtZ0q6o79+/fD19e3TGWfPHmCsLAwtG7dupKjqhisi4mIqoeCAgH3n6ThSmRhK/iVqCRcf5SCnLyCYmVNdGXo1MgM8/u5qqxremXXH0y8KxAre6KabcM/YfDfdwMA8HHnhpjU2UnFEVFdwLqjYvF+EhFVX7n5Bbgdk4qrUcm49jAJVyKTcTs2FfkFhSlpwPQOsDPWUUlslV1/sKs5ERGAzecixKT7w44NMNGHLd1U92RmZiI3N1dpG5NXIiKqKFJ1NbjUK1yODCgc5nTvcRp8lgRAqi6BpUJLtQFWIk4xR0R1WlZuPhYcvIlZe0IBAOPfrI+pXRvW+nFGREUyMjLw4YcfwszMDLq6ujA0NFR6lJW/vz8kEonSw8LCQtwvCAL8/f1hZWUFLS0tdOjQAdevX1c6RnZ2Nj766COYmJhAR0cHvXv3RlRUVIVdKxERVT9hj9MBAI6mupBp1N70tPZeGRHRS5y7H4/uy0+LS4aNe8MBn/ZoxKSb6pTp06fjxIkTWLNmDeRyOX7++WfMnTsXVlZW2LRpU7mO1bRpU0RHR4uPa9euifsWLVqEpUuXYtWqVQgKCoKFhQW6dOmC1NRUsczkyZOxe/dubN++HWfOnEFaWhr8/PyQn59fYddLRETVy83oFABAE8va3cOKXc2JqM5JycrFNwdvYevTpS4s9DUxr6+LODMnUV2yb98+bNq0CR06dMCYMWPwxhtvoEGDBrCzs8OWLVswdOjQMh9LQ0NDqZW7iCAIWL58OT7//HP0798fALBx40aYm5tj69atGD9+PJKTk7Fu3Tr8+uuv6Ny5MwBg8+bNsLGxwbFjx9CtW7eKuWAiIqpWbsYUJt6NLPVUHEnlKleL9+3bt+Hv7w8fHx84OjrC0tISbm5uGDlyJLZu3Yrs7OzKipOIqEIcuxGLrktPi0n3EA9bHJnyJpNuqrMSEhLg4FC4ZJ6+vj4SEhIAAO3atcPp06fLday7d+/CysoKDg4OePvtt3H/fmFvkrCwMMTExKBr165iWblcjvbt2+Ps2bMAgODgYOTm5iqVsbKygouLi1iGiIhqn1vRhT2fGtfyFu8yJd6XL19Gly5d0KxZM5w+fRqtW7fG5MmT8dVXX2HYsGEQBAGff/45rKyssHDhQibgRFTtxKdlY+K2y3h300XEpGTB3lgb29/zxPx+rtDXlKo6PCKVqV+/PsLDwwEATZo0wW+//QagsCXcwMCgzMfx8PDApk2bcPjwYfz000+IiYmBt7c34uPjERMTAwAwN1f+gsvc3FzcFxMTA5lMVmxc+bNlSpKdnY2UlBSlBxER1QwZOXkIiy8c413bE+8ydTXv27cvpk+fjh07dsDIyKjUcoGBgVi2bBmWLFmCzz77rMKCJCJ6VYIg4M+QR5i77zoSM3KhJgHGvVkfH3duCE2puqrDI1K50aNH48qVK2jfvj1mzpwJX19frFy5Enl5eVi6dGmZj9OjRw/x/66urvDy8oKjoyM2btwIT09PACg2f4IgCC+dU+FlZRYsWIC5c+eWOU4iIqo+7sSmQRAAE105THTlqg6nUpUp8b579y5kMtlLy3l5ecHLyws5OTmvHRgR0et6lJSJz3dfw8nbjwEAjSz0sGigG9ysDVQbGFE18vHHH4v/79ixI27duoWLFy/C0dERzZo1e+Xj6ujowNXVFXfv3kXfvn0BFLZqW1paimXi4uLEVnALCwvk5OQgMTFRqdU7Li4O3t7epZ5n5syZmDJlivg8JSUFNjY2rxw3ERFVnaKJ1RrX8vHdQBm7mpcl6X6d8kREFamgQMCv5yLQddlpnLz9GDJ1NUzr2hD7PmrHpJvoqYKCAixevBht27ZFmzZt8NlnnyErKwu2trbo37//ayXdQGEX8Js3b8LS0hIODg6wsLDA0aNHxf05OTkICAgQk2p3d3dIpVKlMtHR0QgNDX1h4i2Xy6Gvr6/0ICKimiE6KRMAkJGTj7z8AhVHU7leaVbzCxcu4NSpU4iLi0NBgfINKk+3NCKiinbvcRpm7ryGC+GFE0S52xli4QA3NDDTVXFkRNXLwoULMWvWLPj4+EBLSwtLly7FkydP8OOPP77S8aZNm4ZevXrB1tYWcXFxmDdvHlJSUjBy5EhIJBJMnjwZ8+fPh5OTE5ycnDB//nxoa2tjyJAhAACFQoGxY8di6tSpMDY2hpGREaZNmwZXV1dxlnMiIqpderha4se/7yM4IhFz9l7HvL4utXZZ13In3vPnz8esWbPg7OwMc3NzpRtTW28SEVV/ufkF+Onv+1h+7C5y8gqgLVPHjO6NMNzTDmpq/NtE9LwNGzZg5cqVmDBhAgDg0KFD6Nu3L3744YdXqs+joqLwzjvv4MmTJzA1NYWnpyfOnTsHOzs7AMAnn3yCzMxMTJgwAYmJifDw8MCRI0egp/df98Jly5ZBQ0MDgwcPRmZmJnx8fLBhwwaoq3M+BiKi2qixpT6Wv9UC728JxpbzD2BnrI333nRUdViVQiIIglCeF5ibm2PhwoUYNWpUJYVUc6WkpEChUCA5OZld3YiqUOjDZMzYeRXXHxWOE3qzoSnm93OBtaG2iiMjejlV1R2ampq4c+cObG1tARROYqapqYn79++jXr16VRZHRWNdTERU86w7E4av/roBAFg9pCV83Sxf8oqKV9n1R7nW8QYANTU1tG3btsIDKY29vT0kEkmxxwcffACg8IOCv78/rKysoKWlhQ4dOuD69etKx8jOzsZHH30EExMT6OjooHfv3oiKilIqk5iYiOHDh0OhUEChUGD48OFISkqqqsskoleQlZuPRYduoc/qf3D9UQoMtKVYOrgZNo5uzaSb6CVycnKgpaUlPpdIJJDJZFwSlIiIqtyYtvYY5W0PAPj4txAERySoNqBKUO6u5h9//DFWr16N5cuXV0I4xQUFBSE/P198Hhoaii5dumDQoEEAgEWLFmHp0qXYsGEDGjZsiHnz5qFLly64ffu22H1t8uTJ2LdvH7Zv3w5jY2NMnToVfn5+CA4OFruvDRkyBFFRUTh06BAA4L333sPw4cOxb9++KrlOIiqfC2EJ+HTnVdx/Urj2o6+bJfx7NYWpXu1eioKoIs2ePRva2v99SZWTk4Ovv/4aCoVC3Ma5W4iIqLJJJBLM9muCqMQMHLsZh3GbgrHrfW/Ym+ioOrQKU+6u5gUFBfD19cWdO3fQpEkTSKVSpf27du2q0ACfN3nyZPz111+4e/cuAMDKygqTJ0/GjBkzABS2bhd1hx8/fjySk5NhamqKX3/9FW+99RYA4NGjR7CxscGBAwfQrVs33Lx5E02aNMG5c+fg4eEBADh37hy8vLxw69YtODs7lyk2dm8jqhrLjt7Bd8cL/waY6cnxVV8XdGtqoeKoiF6NquqODh06vHQst0QiwYkTJ6oooorBupiIqObKyMnDWz+cw7WHyXAw0cGu971hqFM1K2ZVdv1R7hbvjz76CCdPnkTHjh1hbGxcpROq5eTkYPPmzZgyZQokEgnu37+PmJgYdO3aVSwjl8vRvn17nD17FuPHj0dwcDByc3OVylhZWcHFxQVnz55Ft27dEBgYCIVCISbdAODp6QmFQoGzZ8+WOfEmosoXn5YtJt3vtLHBpz0aQ6ElfcmriOh5p06dUnUIRERESrRlGlg3qhX6rT6LsCfpeO/Xi/h1rAc0pTV/ks1yJ96bNm3Czp074evrWxnxvNCePXuQlJQkTuwWExMDoHDCt2eZm5sjIiJCLCOTyWBoaFisTNHrY2JiYGZmVux8ZmZmYpmSZGdnK42FS0lJKf9FEVG5BIUnAgAamutiQX83FUdDRERERBXJTE8T60e3xoDvzyIoPBHT/7iK795qXuNXqSl34m1kZARHR9VM8b5u3Tr06NEDVlZWStufb3UXBOGlLfHPlymp/MuOs2DBAsydO7csoRNRBQl6uj53a3sjFUdCVDvk5+djw4YNOH78OOLi4lBQUKC0v6Z1NSciopqvobkefhjmjhG/XMC+K4/Qxt4Qw73sVR3Wayn3rOb+/v6YM2cOMjIyKiOeUkVERODYsWN49913xW0WFoVjOp9vlY6LixNbwS0sLJCTk4PExMQXlomNjS12zsePHxdrTX/WzJkzkZycLD4iIyNf7eKIqMwuPk282zgw8SaqCJMmTcKkSZOQn58PFxcXNGvWTOlBRESkCt4NTPC/9oUNvpceJKk2mApQ7hbvFStW4N69ezA3N4e9vX2xydUuXbpUYcE9a/369TAzM1Pq4u7g4AALCwscPXoULVq0AFA4DjwgIAALFy4EALi7u0MqleLo0aMYPHgwACA6OhqhoaFYtGgRAMDLywvJycm4cOEC2rRpAwA4f/48kpOT4e3tXWpMcrkccjlnUCaqKunZeQh9ulY3W7yJKsb27dvx22+/oWfPnqoOhYiISIm5QhNA4RKyNV25E+++fftWQhgvVlBQgPXr12PkyJHQ0PgvZIlEgsmTJ2P+/PlwcnKCk5MT5s+fD21tbQwZMgQAoFAoMHbsWEydOhXGxsYwMjLCtGnT4Orqis6dOwMAGjdujO7du2PcuHH44YcfABQuJ+bn58eJ1YiqkcsPkpBfIKCegRasDLRe/gIieimZTIYGDRqoOgwiIqJiNDUKO2hn1sXEe86cOZURxwsdO3YMDx48wJgxY4rt++STT5CZmYkJEyYgMTERHh4eOHLkiLiGNwAsW7YMGhoaGDx4MDIzM+Hj44MNGzaIa3gDwJYtWzBx4kRx9vPevXtj1apVlX9xRFRmF8Tx3YYvKUlEZTV16lR89913WLVqVZWuVEJERPQyWrLCfC0zp+Yn3uVex7ssyjK5WW3EtUOJKtc7P55D4P14fN3PBUM97FQdDlGFUEXd0b9/f6XnJ06cgJGREZo2bVpsCNmuXbuqJKaKwrqYiKj2OHYjFu9uuohmNgb484O2lXquarGOd+PGjTF79mwMHDgQMlnpC5jfvXsXS5cuhZ2dHT799NMKC5KIKDe/AJcjCydJbMPx3USvRaFQKD3v16+fiiIhIiIqXVGLd1YtaPEuU+K9evVqzJgxAx988AG6du2KVq1awcrKCpqamkhMTMSNGzdw5swZ3LhxAx9++CEmTJhQ2XETUR0T+jAZWbkFMNSWooGZrqrDIarR1q9fr+oQiIiIXkpT+jTxzqsjiXenTp0QFBSEs2fPYseOHdi6dSvCw8ORmZkJExMTtGjRAiNGjMCwYcNgYGBQySETUV1UtH53K3ujOjmUhYiIiKiu0ZQ+nVytrrR4F/H29n7h8lpERJXlQlhhN3NOrEb0+rp3744vvvjipXV6amoq1qxZA11dXXzwwQdVFB0REVEhract3nVyVnMiIlW4FVO4fndufoXPB0lU5wwaNAiDBw+Gnp4eevfuXeoQsgMHDsDPzw+LFy9WdchERFQHFXU1z84tUHEkr4+JNxHVCMM87fDNwVtYcuQ2nMx00bWphapDIqqxxo4di+HDh+OPP/7Ajh078NNPPyEpKQkAIJFI0KRJE3Tr1g3BwcFwdnZWbbBERFRnFbV45+QXIL9AgLpazR1uyMSbiGqE8W/WR0R8BrZdeICJ2y9j2zhPtLBlt3OiVyWTyTBkyBAMGTIEAJCcnIzMzEwYGxsXW1KMiIhIFYpavAEgKzcfOvKam76qqToAIqKykEgk+KpPU3RqZIas3AKM3XgR4U/SVR0WUa2hUChgYWHBpJuIiKoNucZ/6WpNH+fNxJuIagwNdTWsfKcFXOspkJCeg1HrLyA+LVvVYRERERFRJVBTk4jJd02f2fyVEu979+5h1qxZeOeddxAXFwcAOHToEK5fv16hwRERPU9HroF1o1rB2lAL4fEZeHfTxRr/h5iIiIiISqYlezrBWg1fy7vciXdAQABcXV1x/vx57Nq1C2lpaQCAq1evYs6cORUeIBHR88z0NLFhdBsotKS4/CAJk7ZfRn4BZzsnIiIiqm3EJcVyavbM5uVOvD/99FPMmzcPR48ehUwmE7d37NgRgYGBFRocEVFpGpjp4ueRrSDTUMORG7H46q8bEAQm30RERES1SdEEa1l1rcX72rVr6NevX7HtpqamiI+Pr5CgiIjKorW9EZYNbg6JBNhwNhw//x2m6pCIaqSkpCT8/PPPmDlzJhISEgAAly5dwsOHD1UcGRER1XWaYot3HUu8DQwMEB0dXWz75cuXUa9evQoJioiorHzdLPF5z8YAgK8P3MRfVx+pOCKimuXq1ato2LAhFi5ciG+//VZcz3v37t2YOXOmaoMjIqI6T+fpGO/49Jo9oW65E+8hQ4ZgxowZiImJgUQiQUFBAf755x9MmzYNI0aMqIwYiYheaGw7B4zytgcATNlxBWfvPVFtQEQ1yJQpUzBq1CjcvXsXmpqa4vYePXrg9OnTKoyMiIgIaGFrAAA4+2/N7l1d7sT766+/hq2tLerVq4e0tDQ0adIEb775Jry9vTFr1qzKiJGI6IUkEglm+zVBt6bmyMkvwPB1F7D0yG3k5NXsSTiIqkJQUBDGjx9fbHu9evUQExOjgoiIiIj+076hGQAg4M7jGj2fT7kTb6lUii1btuDOnTv47bffsHnzZty6dQu//vor1NXVKyNGIqKXUleT4Lu3W8DXzRL5BQJWnPgXfVf/g5vRKaoOjaha09TUREpK8d+T27dvw9TUVAURERER/aeVvSG0pOqIS83GzehUVYfzyl5pHW8AcHR0xMCBAzF48GA4OTlVZExERK9EU6qO1UNaYtWQFjDUluJGdAp6rzqDVSfuIi+frd9EJenTpw++/PJL5ObmAijsQfLgwQN8+umnGDBggIqjIyKiuk5Tqg4vR2MAha3eNZVEKEN7/ZQpU8p8wKVLl75WQDVZSkoKFAoFkpOToa+vr+pwiOq0x6nZ+Gz3NRy9EQsAcLNWYMmgZnAy11NxZETKVF13pKSkoGfPnrh+/TpSU1NhZWWFmJgYeHl54cCBA9DR0anymF6Hqu8nERFVvE2B4fjiz+vwrG+E7e95Vco5Krv+0ChLocuXLys9Dw4ORn5+PpydnQEAd+7cgbq6Otzd3Ss8QCKiV2GqJ8ePw92xJ+Qh5vx5HVejkuG78gymdmmId9+oD3U1iapDJKoW9PX1cebMGZw4cQKXLl1CQUEBWrZsic6dO6s6NCIiIgBA+4aFQ58uhiciNSsXeppSFUdUfmVKvE+ePCn+f+nSpdDT08PGjRthaGgIAEhMTMTo0aPxxhtvVE6URESvQCKRoF8La3jVN8Gnu67i1O3HWHDwFg5fj8G3g5qhvqmuqkMkUqm8vDxoamoiJCQEnTp1QqdOnVQdEhERUTF2xjqwN9ZGeHwGzt6LR7emFqoOqdzKPcZ7yZIlWLBggZh0A4ChoSHmzZuHJUuWVGhwREQVwUKhifWjWmPhAFfoyjVw6UESeq74G7+cCUNBQc2dHZPodWloaMDOzg75+fmqDoWIiOiFOjj/N7t5TVTuxDslJQWxsbHFtsfFxSE1tebOMkdEtZtEIsFbrW1x+OM30a6BCbJyC/DlXzfwzk/n8CA+Q9XhEanMrFmzMHPmTCQkJKg6FCIiolIVdTcPuF0zlxUrU1fzZ/Xr1w+jR4/GkiVL4OnpCQA4d+4cpk+fjv79+1d4gEREFamegRZ+HdsGm88/wIIDN3E+LAHdvzuNz3o2xlAPW0gkHPtNdcuKFSvw77//wsrKCnZ2dsUmU7t06ZKKIiMiIvqPR30jyDTU8DApE/cep6GBWc2aMLfciffatWsxbdo0DBs2TFx6RENDA2PHjsXixYsrPEAiooomkUgw3NMO7Z1MMe2PK7gQloBZe0JxKDQGCwe6oZ6BlqpDJKoyffv2VXUIREREL6Ut04CHgxH+vvsEp24/rnGJd5mWEytJeno67t27B0EQ0KBBgxq33Ehl4BImRDVPQYGADWfDsfDQLWTnFUBProG1w93RtoGJqkOjOoJ1R8Xi/SQiqr1+/vs+5u2/iTecTPDrWI8KPXZl1x/lHuNdREdHB25ubmjWrBmTbiKqsdTUJBjTzgEHJ72BFrYGSM3Ow+gNQTh+s/hcFkRERESkOh2cC8d5nw9LQGZOzZoYtNxdzTt27PjCMZAnTpx4rYCIiFShvqkutr/niY+2XsaRG7EY/2swvnu7BXzdLFUdGlGlUlNTe2G9zhnPiYiounA01UU9Ay08TMrEufvx6NjITNUhlVm5E+/mzZsrPc/NzUVISAhCQ0MxcuTIioqLiKjKyTXUsXpoS0z7/Qr+DHmEj7ZdQlZuMwxwt1Z1aESVZvfu3UrPc3NzcfnyZWzcuBFz585VUVRERETFSSQStHc2xdbzDxBw53HtTryXLVtW4nZ/f3+kpaW9dkBERKokVVfD0sHNoSVVx/agSEz9/QoycvMx3NNO1aERVYo+ffoU2zZw4EA0bdoUO3bswNixY8t0HH9//2KJurm5OWJiYgAAo0aNwsaNG5X2e3h44Ny5c+Lz7OxsTJs2Ddu2bUNmZiZ8fHywZs0aWFvzyy8iIirUvmFh4n3qdhyApqoOp8xeeYz384YNG4Zffvmlog5HRKQy6moSLOjvitFt7QEAs/eE4qfT91UbFFEV8/DwwLFjx8r1mqZNmyI6Olp8XLt2TWl/9+7dlfYfOHBAaf/kyZOxe/dubN++HWfOnEFaWhr8/PzY3Z2IiETejsbQUJMgPD4D4U/SVR1OmZW7xbs0gYGB0NTUrKjDERGplEQiwRd+TaAtU8fqk/fw9YGbSM/JwyQfJ671TbVeZmYmVq5cWe6WZg0NDVhYWJS6Xy6Xl7o/OTkZ69atw6+//orOnTsDADZv3gwbGxscO3YM3bp1K1csRERUO+lpStHK3hDn7ifg9N3HsDepGRN9lzvx7t+/v9JzQRAQHR2NixcvYvbs2RUWGBGRqkkkEkzv1gjaMg0sPnwby4/dRWZOPj7t0YjJN9UahoaGSu9nQRCQmpoKbW1tbN68uVzHunv3LqysrCCXy+Hh4YH58+ejfv364v5Tp07BzMwMBgYGaN++Pb7++muYmRWOzwsODkZubi66du0qlreysoKLiwvOnj1bauKdnZ2N7Oxs8XlKSkq5YiYiopqnfUMznLufgIDbjzHCy17V4ZRJuRNvfX19pQpaTU0Nzs7O+PLLL5UqSyKi2uKDjg2gJVXHl3/dwA+n7yMjJx9zezeFmhqTb6r5li1bVqxeNzU1hYeHBwwNDct8HA8PD2zatAkNGzZEbGws5s2bB29vb1y/fh3Gxsbo0aMHBg0aBDs7O4SFhWH27Nno1KkTgoODIZfLERMTA5lMVuycz44TL8mCBQs4CRwRUR3TvqEpFh66hbP34pGVmw9NqbqqQ3opiSAIgqqDqC0qe9F1IlKt7RceYObuaxAEYEBLaywc4AoN9QqbKoPqqNpad6Snp8PR0RGffPIJpkyZUmx/dHQ07OzssH37dvTv3x9bt27F6NGjlVqvAaBLly5wdHTE2rVrSzxPSS3eNjY2te5+EhHRfwRBgMf844hLzcbmsR5o52Ty2ses7Pq43J8Y69evj/j4+GLbk5KSlLqTERHVNm+3scXyt5pDXU2CnZeiMGl7CHLyClQdFtFrOXToEM6cOSM+X716NZo3b44hQ4YgMTHxlY+ro6MDV1dX3L17t8T9lpaWsLOzE/dbWFggJyen2Dnj4uJgbm5e6nnkcjn09fWVHkREVLtJJBK0b2gKAAi4E6fiaMqm3Il3eHh4ibOLZmdn4+HDhxUSFBFRddWneT2sGdoSMnU17L8WjQHfn8XJW3Fg5yGqqaZPny6Oi7527RqmTJmCnj174v79+yW2VJdVdnY2bt68CUtLyxL3x8fHIzIyUtzv7u4OqVSKo0ePimWio6MRGhoKb2/vV46DiIhqp/bOhYn3qduPVRxJ2ZR5jPfevXvF/x8+fBgKhUJ8np+fj+PHj8Pe3r5CgyMiqo66NbXATyNbYcLmYFx7mIzRG4LQzMYAkzs7oUNDU068RjVKWFgYmjRpAgDYuXMnevXqhfnz5+PSpUvo2bNnmY8zbdo09OrVC7a2toiLi8O8efOQkpKCkSNHIi0tDf7+/hgwYAAsLS0RHh6Ozz77DCYmJujXrx8AQKFQYOzYsZg6dSqMjY1hZGSEadOmwdXVVZzlnIiIqEi7BiZQkwB349LwMCkT9Qy0VB3SC5U58e7bty+Awmb9kSNHKu2TSqWwt7fHkiVLKjQ4IqLqqn1DUwR80hE/nb6PTYERuBKZhNHrmYBTzSOTyZCRkQEAOHbsGEaMGAEAMDIyKtcM4VFRUXjnnXfw5MkTmJqawtPTE+fOnYOdnR0yMzNx7do1bNq0CUlJSbC0tETHjh2xY8cO6OnpicdYtmwZNDQ0MHjwYGRmZsLHxwcbNmyAunr1nzSHiIiqloG2DC1sDREckYjTdx7jnTa2qg7phco9uZqDgwOCgoJgYvL6A9hrm9o6QQ4RvdiTtGz8ePo+NgWGIyu3cMx386cJeHsm4PQSqq47evfujZycHLRt2xZfffUVwsLCUK9ePRw5cgQffvgh7ty5U+UxvQ5V308iIqo6y4/dwfJjd9GrmRVWvtPitY5V7SZXCwsLY9JNRPQME105PuvZGH9/0gnj3nCAplQNIZFJGLU+CP2/P4uAO485BpyqrVWrVkFDQwN//PEHvv/+e9SrVw8AcPDgQXTv3l3F0REREZWujb0RACA4PEHFkbxcmVq8V6xYgffeew+amppYsWLFC8tOnDixwoKrafgtOxEBwOPUbPwQcA+bz0eILeAtbA0wuXNDvOlkwhZwUsK6o2LxfhIR1R3p2Xlwm3sE+QUCzn7aCVavMc67suuPMiXeDg4OuHjxIoyNjeHg4FD6wSQS3L9/v0IDrElY2RPRs+JSs/BDwH1sPheB7KfLjrV8moC/wQScnlJ13XHp0iVIpVK4uroCAP7880+sX78eTZo0gb+/P2QyWZXH9DpUfT+JiKhq+a38G6EPU7DynRbo1czqlY9TLbqah4WFwdjYWPx/aY/KSLofPnyIYcOGwdjYGNra2mjevDmCg4PF/YIgwN/fH1ZWVtDS0kKHDh1w/fp1pWNkZ2fjo48+gomJCXR0dNC7d29ERUUplUlMTMTw4cOhUCigUCgwfPhwJCUlVfj1EFHdYaanidl+TfD3jI4Y284Bcg01XHqQhBG/XMDAtYH4+y67oJPqjR8/XhzHff/+fbz99tvQ1tbG77//jk8++UTF0REREb1YK7un3c0jElUcyYuVe4z3l19+Kc5++qzMzEx8+eWXFRJUkcTERLRt2xZSqRQHDx7EjRs3sGTJEhgYGIhlFi1ahKVLl2LVqlUICgqChYUFunTpgtTUVLHM5MmTsXv3bmzfvh1nzpxBWloa/Pz8lNYjHzJkCEJCQnDo0CEcOnQIISEhGD58eIVeDxHVTWIC/klHjGlbmIAHRyRi+LoLGLQ2EGf+396dx0VV7/8Dfw0MDPvIOgOKiIormgguYOW+JVnZzXI3vZpZKrmV2f1m3kLz3tTKrqWRmhvdSvu1kljJ1dwQRQUVXABRGVCEGTZnYOb8/kCOjaAi2xng9Xw85nHjnPcc3udzqc+85/M5n8/5GyzASTKpqano0aMHAODrr7/G448/jh07dmDz5s349ttvpU2OiIjoAXr6uQKw/ML7oVc1t7a2RlZWFry8vMyO5+bmwsvLy6yYra033ngDf/75J/bv31/leUEQ4OPjg4iICLz++usAyke3VSoV3n//fbz00kvQarXw9PTE1q1b8fzzzwMArl27Bl9fX/z8888YPnw4zp49iy5duuDw4cPo06cPAODw4cMIDQ3FuXPn0LFjx2rly+ltRFQdObpbWB93EduPXIbh9hT0ED9XRAzpgH7t3TkFvZmRuu9wcXFBQkICAgICMHToUISHh2PevHm4fPkyOnbsiJKSkgbPqTakbk8iImpY1/JLELbyd1hbyXDq7WFwVFR7x2wzFjHV/K8EQajyQ+HJkyfh5uZWJ0lV+P777xESEoLnnnsOXl5eCAoKwsaNG8XzaWlp0Gg0GDZsmHhMoVCgf//+OHjwIAAgISEBpaWlZjE+Pj4IDAwUYw4dOgSlUikW3QDQt29fKJVKMaYqer0eOp3O7EVE9CBeLnZ4+8mu2L94IKaGtYGt3ArHMvIwMeoIQt7di/EbD+OdH5LxVfxlnMzMR4mh7r7QJLpbSEgI3n33XWzduhVxcXEYNWoUgPI+VqVSSZwdERHR/fm0sIeP0g5Gk4CTV/KlTueeqv11gKurK2QyGWQyGTp06GBWfBuNRhQWFmLWrFl1mtylS5ewfv16zJ8/H2+++SaOHj2KuXPnQqFQYPLkydBoNABQ6YOBSqVCRkYGAECj0cDW1haurq6VYirer9FoKo3gA4CXl5cYU5UVK1bgnXfeqdU9ElHzpXKxw7LRXfHygHZYv+8idhy9jNwiAw5ezMXBi7linEwG+Lk5oKPaGR3VLuikdkZHtTPauDvC2oqj41Q7a9euxYQJE/Ddd99h6dKlaN++PQDgm2++QVhYmMTZERERPVhPP1dcO5WFhPQ8hLWzzK2vq114r127FoIgYNq0aXjnnXegVCrFc7a2tmjTpg1CQ0PrNDmTyYSQkBBERkYCAIKCgpCcnIz169dj8uTJYtzdI/D3GpW/X0xV8Q+6zpIlSzB//nzxZ51OB19f3/vfFBHRXSoK8NdHdEJqdgFSNAU4pylASrYOKZoC3Cg0ID23GOm5xfg1OVt8n0JuhQ6q8iK8ohjvqHaGp5OC09Wp2rp3747Tp09XOv6vf/0L1tbWEmRERET0cEL8XPHjqSwcs+DnvKtdeE+ZMgVA+dZiYWFhsLGxqbekKnh7e6NLly5mxzp37iwu9qJWqwGUj1h7e3uLMTk5OeIouFqthsFgQF5entmod05OjvhNvlqtRnb2nQ+zFa5fv37faXYKhQIKhaKGd0dEZM7e1hqP+LbAI74tzI5fL9DfLsbLC/GU7AKkZhfgVqkJp69qcfqq1izezdEWHVXO6ORdUZC7oIPKCQ62NXvmiZq+/Px8fPPNN7h48SIWLVoENzc3nDlzBiqVCi1btpQ6PSIiovsKaVP+yPPxy3kwmQRYWeCMwGp9Cvvrs8tBQUEoKSm552Irdfkger9+/ZCSkmJ2LDU1FX5+fgDKvwRQq9WIjY1FUFAQAMBgMCAuLg7vv/8+ACA4OBg2NjaIjY3F2LFjAQBZWVlISkrCqlWrAAChoaHQarU4evQoevfuDQA4cuQItFotp9kRkeQ8nRXwdFbg0YA7U6eMJgGXbxYjRaPD2awCsSBPzy3CzSIDDl3KxaFL5tPVW7s5lBfkFVPWvTldnYBTp05h8ODBaNGiBdLT0zFjxgy4ublh9+7dyMjIwJdffil1ikRERPfVSe0MB1trFNwqw/mcQnRUO0udUiXVKrxbtGhR7anbdbmq+WuvvYawsDBERkZi7NixOHr0KDZs2IANGzYAKJ8eHhERgcjISAQEBCAgIACRkZFwcHDA+PHjAQBKpRLTp0/HggUL4O7uDjc3NyxcuBDdunXDkCFDAJSPoo8YMQIzZszAZ599BgCYOXMmwsPDq72iORFRQ7K2ksHfwxH+Ho4YEXhnxk+JwYjzObenqv9llPxGoQEZucXIyC3GnjPm09UDVE7oqLrz7HgntTM8nTldvbmYP38+XnzxRaxatQrOznc+qIwcOVLsS4mIiCyZ3NoKPXxb4ODFXBzLuNl4C+8//vijvvOoUq9evbB7924sWbIEy5cvh7+/v7gITIXFixejpKQEs2fPRl5eHvr06YM9e/aYfXhYs2YN5HI5xo4di5KSEgwePBibN282e3Zt+/btmDt3rrj6+ejRo7Fu3bqGu1kiojpgb2uN7q1aoHurFmbHbxTq7zw7frsYT80uREmpEUlXdUi6ar4rg6uDDTqpXcyeH++gcq7xFh1kueLj48Uvnf+qZcuW911glIiIyJKE+Lni4MVcJGTkYUIfP6nTqeSh9/G+n8TERPTo0aOuLtfocO9QImpM/jpdvWKEPEVTPl3ddI+eofXt1dU7qZ3FwryNuwPk1g+9OyXdJnXfoVKpEBMTg6CgIDg7O+PkyZNo27Yt9uzZg+nTpyMzM7PBc6oNqduTiIiksS8lB1M3xcPP3QFxiwY+9Pvru/+o9dCFVqvF9u3b8fnnn+PkyZN1OtWciIjqz72mq98qNeJ8diHOVizmdnuk/EahHpdvFuPyzWLE/mW6uq3cCu09ndBB5YQAVfnIeEeVM1q52lvk4iZk7qmnnsLy5cvx3//+F0D5Y1yXL1/GG2+8gWeffVbi7IiIiKqnp58rZDIgI7cY1wv08HS2rEWwa1x4//777/jiiy+wa9cu+Pn54dlnn0VUVFRd5kZERBKws7FGt1ZKdGulNDueazZdvfz58Yrp6meydDiTZT5d3d7GGu29nBCgckIHlXN5Ye7ljJYtWJBbkn//+9944okn4OXlhZKSEvTv3x8ajQahoaF47733pE6PiIioWlzsbNBR5YxzmgIkZORhRKBa6pTMPFThfeXKFWzevBlffPEFioqKMHbsWJSWluLbb7+ttO0XERE1Le5OCoS1VyCs/Z3V1U23p6un3t7iLDW7EKnZBbh0vQglpcYqtztzsLVGgFfF6HhFUe4Mb6UdF3STgIuLCw4cOIDff/8dx48fh8lkQs+ePcUFSImIiBqLnn6utwvvm4238H7iiSdw4MABhIeH4+OPP8aIESNgbW2NTz/9tD7zIyIiC2ZlJUMbD0e08XDEsK53OrgyowkZN4tx/i/F+PnsQly6UYhigxEnr2hx8op5Qe6skKO9ygkdvJz/MkruDJULV1ivL2VlZbCzs0NiYiIGDRqEQYMGSZ0SERFRjYX4uWLHkctIyMiTOpVKql1479mzB3PnzsXLL7+MgICA+syJiIgaObm1Fdp5OqGdpxNGBN45Xmo0If1G0Z1iPKe8ME+/UYQCfRlOXM7Hicv5ZtdysZOLo+MBXuUrrAeonODpxIK8tuRyOfz8/Lg+CxERNQkhfm4AgKSrOtwqNcLOxvoB72g41S689+/fjy+++AIhISHo1KkTJk2ahOeff74+cyMioibGxtoKASpnBKicMQp3FnQzlJmQdqPo9sj47VHynAKk3yiC7lYZEjLyKn173cLBxmx0vOJ/PZwsazEVS/fWW29hyZIl2LZtG9zc3KROh4iIqMZ83ezh4aTAjUI9Tl/Volcby+nXHno7seLiYkRHR+OLL77A0aNHYTQasXr1akybNs1s7+zmiFuYEBHVrVulRly6XnR7ZLy8ID+fXYCMm8W4V+/l5miLAK/bU9XVzuhw+59dHW0bNvlqkrrvCAoKwoULF1BaWgo/Pz84OjqanT9+/HiD51QbUrcnERFJa9bWBMQka/DGyE6Y1b9dtd9ncduJOTg4YNq0aZg2bRpSUlIQFRWFlStX4o033sDQoUPx/fff13mSRETUPNnZWKOLjwu6+Jh3gLdKjbiQUyhOVa8YJb98sxg3iww4knYTR9Jumr3Hw0khLuYmPkPu5Qylg01D3pLFeeqppzhln4iImoyQNq6ISdbgWHoe0F/qbO546BHvqhiNRvzwww/44osvmnXhzW/ZiYikVWwow4Wcwr8U4+UF+dX8knu+p2ULe6x9oYdk09HYd9QtticRUfN2/HIexvznINwcbZHw1pBqf7lscSPeVbG2tsbTTz+Np59+ui4uR0REVCMOtnJ0b9UC3Vu1MDteqK8oyAvMVlrP0t7C1fwS/HnhhkU9B9YQiouLsWjRInz33XcoLS3FkCFD8NFHH8HDw+PBbyYiIrJQgT5K2MqtcLPIgLQbRWjr6SR1SgDqqPAmIiKyZE4KOXr4tkAP3xZmx4esjsOFnEIE+iilSUxCb7/9NjZv3owJEybAzs4OO3fuxMsvv4yvv/5a6tSIiIhqzFZuhUdaKRGfnodjGXksvImIiKSUX2zAhZxCAEBPP1eJs2l4u3btQlRUFF544QUAwMSJE9GvXz8YjUZYW1vO9itEREQPK9jPDfHpeUhIz8PYEF+p0wEAWEmdABERkRQq9gtv6+EINwtd8bw+ZWZm4rHHHhN/7t27N+RyOa5duyZhVkRERLUXcvsL9YTLeQ+IbDgsvImIqFmq2Bc8uBmOdgPlC6Pa2pp/4SCXy1FWViZRRkRERHWjYibbhZxC5BcbJM6mHKeaExFRs9TcC29BEDB16lQoFArx2K1btzBr1iyzvbx37dolRXpEREQ15uZoi7aejrh0vQjHL+dhUCeV1Cmx8CYiouanzGhCYmY+gOZbeE+ZMqXSsYkTJ0qQCRERUd0L8XPFpetFOJbOwpuIiEgSGTeLUVJqBADkFOgRoHKWOKOGt2nTJqlTICIiqjfBfq7477ErOJZhGc958xlvIiJqdlq7OSCsnTsA4MVN8fjldJbEGREREVFdCvZzAwCczMxHqdEkcTYsvImIqBmysbbCF1N7YURXNQxGE2bvOI5thzOkTouIiIjqSDtPR7RwsIG+zITkazqp02HhTUREzZOdjTU+mdAT4/u0hiAAb32XhLV7UyEIgtSpERERUS3JZDIEty5fx+VY+k2Js2HhTUREzZi1lQzvPR2IuYMDAABr957H//2/ZBhNLL6JiIgau+A25YX3cQvYz5uFNxERNWsymQzzh3bAP5/qCpkM2Ho4A3N2Hoe+zCh1akRERFQLPW+PeCdYwAJrLLyJiIgATAptg3XjesLW2go/n9bgxU3xKLhVKnVaREREVEN7krMBAM52NhJnwsKbiIhINKq7Nza/2AuOttY4eDEXL287LnVKREREVAPx6Tex6WAaAOAf4V0kzoaFNxERkZmw9h74cnofAMCBCzcsYgsSIiIiqr4SgxGLvzkFQQCeD/FF/w6eUqfEwpuIiOhu3VoqxX8uNvBZ7+q6evUqJk6cCHd3dzg4OKBHjx5ISEgQzwuCgGXLlsHHxwf29vYYMGAAkpOTza6h1+sxZ84ceHh4wNHREaNHj8aVK1ca+laIiKgRWx2bgrQbRVC72GFpeGep0wHAwpuIiKgSW7kVbK3Lu8gifZnE2TQOeXl56NevH2xsbPDLL7/gzJkz+OCDD9CiRQsxZtWqVVi9ejXWrVuH+Ph4qNVqDB06FAUFBWJMREQEdu/ejejoaBw4cACFhYUIDw+H0cgvQIiI6MESMm7i8wPlU8xXjOkGFwt4vhsA5FInQEREZIkcFNYwFJtQbGDhXR3vv/8+fH19sWnTJvFYmzZtxH8WBAFr167F0qVLMWbMGADAli1boFKpsGPHDrz00kvQarWIiorC1q1bMWTIEADAtm3b4Ovri71792L48OENek9ERNS43Co1YtHtKeZ/C26FgZ28pE5JxBFvIiKiKjjaln83XajnSGt1fP/99wgJCcFzzz0HLy8vBAUFYePGjeL5tLQ0aDQaDBs2TDymUCjQv39/HDx4EACQkJCA0tJSsxgfHx8EBgaKMXfT6/XQ6XRmLyIiap7WxKbi0vUieDkr8I9R0i+o9lcsvImIiKrgqLAGABRzqnm1XLp0CevXr0dAQAB+/fVXzJo1C3PnzsWXX34JANBoNAAAlUpl9j6VSiWe02g0sLW1haur6z1j7rZixQoolUrx5evrW9e3RkREjcCJy3nYuP8SACDymW5QOljGFPMKLLyJiIiq4KioGPFm4V0dJpMJPXv2RGRkJIKCgvDSSy9hxowZWL9+vVmcTCYz+1kQhErH7na/mCVLlkCr1YqvzMzM2t0IERE1OhVTzE0CMCaoJYZ0UT34TQ2MhTcREVEVKqaac1Xz6vH29kaXLubT+jp37ozLly8DANRqNQBUGrnOyckRR8HVajUMBgPy8vLuGXM3hUIBFxcXsxcRETUvH/52HhdyCuHprMD/PWlZU8wrsPAmIiKqQsVUc454V0+/fv2QkpJidiw1NRV+fn4AAH9/f6jVasTGxornDQYD4uLiEBYWBgAIDg6GjY2NWUxWVhaSkpLEGCIior86mZmPz+IuAgDeezoQLRxsJc6oalzVnIiIqAp3RrxZeFfHa6+9hrCwMERGRmLs2LE4evQoNmzYgA0bNgAon2IeERGByMhIBAQEICAgAJGRkXBwcMD48eMBAEqlEtOnT8eCBQvg7u4ONzc3LFy4EN26dRNXOSciIqqgLzNi0TcnYRKAp3r4YFhXtdQp3RMLbyIioircecabU82ro1evXti9ezeWLFmC5cuXw9/fH2vXrsWECRPEmMWLF6OkpASzZ89GXl4e+vTpgz179sDZ2VmMWbNmDeRyOcaOHYuSkhIMHjwYmzdvhrW1tRS3RUREFuzj3y4gNbsQHk62WPZkV6nTuS+ZIAiC1Ek0FTqdDkqlElqtls+YERE1cit+OYvP4i7h74/6463w+ntejH1H3WJ7EhE1D0lXtXjqkz9hNAn4dGJPjAj0rtX16rv/4DPeREREVXC6PdW8iFPNiYiILIqhzISFX5+E0SQgvLt3rYvuhsDCm4iIqAoOt6eaF3GqORERkUVZ98cFnNMUwN3RFu+Mtuwp5hVYeBMREVXBw6l8VdQzWTrwqSwiIiLLkHxNi//8cQEAsPypQLg7KSTOqHpYeBMREVVhYCcv2NlY4UJOIRIz86VOh4iIqNkrNZqw8OtTKDMJeKKbGqO6W/4U8wosvImIiKrgYmeDJ24/M/bfY1ckzoaIiIj+88dFnM3SwdXBBsufCpQ6nYfCwpuIiOge/hbSCgDw48lrKDHwWW8iIiKpnM3S4ePfzwMA3nkqEB6NZIp5BRbeRERE99DX3x2+bvYo0JchJjlL6nSIiIiapVKjCYu+OYkyk4DhXVV4shFNMa9g0YX3smXLIJPJzF5qtVo8LwgCli1bBh8fH9jb22PAgAFITk42u4Zer8ecOXPg4eEBR0dHjB49GleumE8ZzMvLw6RJk6BUKqFUKjFp0iTk5+c3xC0SEZEFs7KS4blgXwDAf+M53ZyIiEgKn8VdRNJVHVo42OCfTwdCJpNJndJDs+jCGwC6du2KrKws8XX69Gnx3KpVq7B69WqsW7cO8fHxUKvVGDp0KAoKCsSYiIgI7N69G9HR0Thw4AAKCwsRHh4Oo/HOlMHx48cjMTERMTExiImJQWJiIiZNmtSg90lERJbp2eBWkMmAQ5dykXmzWOp0iIiImpUUTQE+/K18ivmyJ7vCy9lO4oxqxuILb7lcDrVaLb48PT0BlI92r127FkuXLsWYMWMQGBiILVu2oLi4GDt27AAAaLVaREVF4YMPPsCQIUMQFBSEbdu24fTp09i7dy8A4OzZs4iJicHnn3+O0NBQhIaGYuPGjfjxxx+RkpIi2X0TEZFlaNnCHo+29wAAfJ3AUW8iIqKGUnZ7inmpUcCQzio81cNH6pRqzOIL7/Pnz8PHxwf+/v544YUXcOnSJQBAWloaNBoNhg0bJsYqFAr0798fBw8eBAAkJCSgtLTULMbHxweBgYFizKFDh6BUKtGnTx8xpm/fvlAqlWLMvej1euh0OrMXERE1Pc+FlE83/zbhCkwm7ulNRETUEDbsv4RTV7RwsZMj8pnGOcW8gkUX3n369MGXX36JX3/9FRs3boRGo0FYWBhyc3Oh0WgAACqVyuw9KpVKPKfRaGBrawtXV9f7xnh5eVX63V5eXmLMvaxYsUJ8LlypVMLX17fG90pERJZrWBcVXOzkuJpfgoMXc6VOh4iIqMk7n12AtbHlU8zffrIrvFwa5xTzChZdeI8cORLPPvssunXrhiFDhuCnn34CAGzZskWMuftbD0EQHvhNyN0xVcVX5zpLliyBVqsVX5mZmQ+8JyIianzsbKzxVI+WAID/HuN/64mIiOpTmdGEhd+cgsFowqBOXhjTs6XUKdWaRRfed3N0dES3bt1w/vx5cXXzu0elc3JyxFFwtVoNg8GAvLy8+8ZkZ2dX+l3Xr1+vNJp+N4VCARcXF7MXERE1TWNvTzePSdZAW1wqcTZERERNV9SBNJzMzIeznRyRz3Rr1FPMKzSqwluv1+Ps2bPw9vaGv78/1Go1YmNjxfMGgwFxcXEICwsDAAQHB8PGxsYsJisrC0lJSWJMaGgotFotjh49KsYcOXIEWq1WjCEiIgps6YJOamcYykz4/tQ1qdMhIiJqki7kFOKD2FQAwD/Cu0CtbNxTzCtYdOG9cOFCxMXFIS0tDUeOHMHf/vY36HQ6TJkyBTKZDBEREYiMjMTu3buRlJSEqVOnwsHBAePHjwcAKJVKTJ8+HQsWLMBvv/2GEydOYOLEieLUdQDo3LkzRowYgRkzZuDw4cM4fPgwZsyYgfDwcHTs2FHK2yciIgsik8nERda+5nRzIiKiOmc0CVj0zUkYykzo38ETzwW3kjqlOiOXOoH7uXLlCsaNG4cbN27A09MTffv2xeHDh+Hn5wcAWLx4MUpKSjB79mzk5eWhT58+2LNnD5ydncVrrFmzBnK5HGPHjkVJSQkGDx6MzZs3w9raWozZvn075s6dK65+Pnr0aKxbt65hb5aIiCze0z18sPKXszh1RYtzGh06qfmIERERUV3Z9GcaTlzOh7NCjhVjmsYU8woyQRC4L0od0el0UCqV0Gq1fN6biKiJmrU1ATHJGkx/1B//CO9S6+ux76hbbE8iosbp0vVCjPxwP/RlJqwc0w0v9G7doL+/vvsPi55qTkREZGnG9iqf9rb7xFUYykwSZ0NERNT4GU0CFn9zCvoyEx4L8MDzvZreNs0svImIiB7C4wGe8HJW4GaRAb+fq7wrBhERET2cLQfTcSwjD04KOVY+271JTTGvwMKbiIjoIcitrTCmZ/mo93+PXZE4GyIiosYt/UYRVv16DgDw5hOd0bKFvcQZ1Q8W3kRERA/puZDywjsu9TryigwSZ0NERNQ4mW5PMb9VakK/9u4Y17vpTTGvwMKbiIjoIbXzdEIntTOMJgGxZzndnIiIqCa+PJSOo+k34WBrjZVjmuYU8wosvImIiGpgZKA3ACAmSSNxJkRERI3P5dxivB+TAgBY8kRn+Lo5SJxR/WLhTUREVAMju6kBAAfO30DBrVKJsyEiImo8LuQUYPqWeJSUGtG3rRsmNPDWYVJg4U1ERFQDAV5OaOvpCIPRhN/P5UidDhERkcUTBAFfH8vEkx//ifM5hfBwUmDVs4/AyqrpTjGvwMKbiIioBmQyGUYGlo96c7o5ERHR/RXpy7Dgvyex6JtTKCk1ol97d/w871G0dm/aU8wrsPAmIiKqoYrnvPelXEeJwShxNkRERJYp+ZoWT358ALtOXIWVDFg4rAO+nNYHXs52UqfWYFh4ExER1VBXHxe0crVHSakRcamcbk5ERPRXgiBg66F0PPOfg7h0owhqFztEzwzFq4MCYN0Mppf/FQtvIiKiGvrrdPNfON2ciIhIpC0pxeztx/GP/5cMQ5kJgzt54ed5j6G3v5vUqUmChTcREVEtjLg93fz3sznQl3G6ORERUWJmPkZ9tB+/JGlgYy3DW6M64/MpIXBztJU6NcnIpU6AiIioMQvybQGViwLZOj3+vHADgzqppE6JiIhIEiaTgKgDaXg/5hzKTAJ83eyxblxPPOLbQurUJMcRbyIiolqwspJhRNfb081Pc7o5ERE1TzeLDJi+JR7v/XwWZSYBo7p546e5j7Hovo2FNxERUS0Nv/2cd+zZbJQaTRJnQ0RE1LCOXMrFEx/uxx8p12Ert8J7zwRi3fgguNjZSJ2axeBUcyIiolrq3cYNbo62uFlkwJFLN/FogIfUKREREdU7o0nAJ39cwNq9qTAJQFtPR3wyvic6e7tInZrF4Yg3ERFRLcmtrTCsS/mz3b8kZUmcDRERUf3L0d3CpKgjWB1bXnQ/27MVfnj1URbd98DCm4iIqA6MuD3d/NfkbBhNgsTZEBER1Z//pV7HEx/tx8GLuXCwtcYHzz2CD8Y+AkcFJ1TfC1uGiIioDoS184CznRw3CvVIyMhrtvuUEhFR01VqNGF1bCrW77sIAOikdsa68T3R3stJ4swsH0e8iYiI6oCt3ApDO3O6ORERNU1X80vwwobDYtE9sW9rfPdKPxbd1cTCm4iIqI6I082TNBCE5jfd/OrVq5g4cSLc3d3h4OCAHj16ICEhQTw/depUyGQys1ffvn3NrqHX6zFnzhx4eHjA0dERo0ePxpUrVxr6VoiI6C/2JGvwxIf7kZCRB2eFHJ+M74l3n+4GOxtrqVNrNDjVnIiIqI483sETDrbWuKa9hZNXtOjRjPYuzcvLQ79+/TBw4ED88ssv8PLywsWLF9GiRQuzuBEjRmDTpk3iz7a2tmbnIyIi8MMPPyA6Ohru7u5YsGABwsPDkZCQAGtrfsAjImpI+jIjVv5yDpv+TAcAPNJKiY/H9URrdwdpE2uEWHgTERHVETsbawzs5IWfTmXhl6SsZlV4v//++/D19TUrqtu0aVMpTqFQQK1WV3kNrVaLqKgobN26FUOGDAEAbNu2Db6+vti7dy+GDx9eL7kTEVFl6TeK8OrO40i6qgMA/P1Rfywe0Qm2ck6argm2GhERUR0aeXu6eUwzm27+/fffIyQkBM899xy8vLwQFBSEjRs3Vorbt28fvLy80KFDB8yYMQM5OTniuYSEBJSWlmLYsGHiMR8fHwQGBuLgwYNV/l69Xg+dTmf2IiKi2vn+5DWEf3wASVd1aOFgg6gpIXgrvAuL7lpgyxEREdWhgR29oJBbISO3GOc0BVKn02AuXbqE9evXIyAgAL/++itmzZqFuXPn4ssvvxRjRo4cie3bt+P333/HBx98gPj4eAwaNAh6vR4AoNFoYGtrC1dXV7Nrq1QqaDSaKn/vihUroFQqxZevr2/93SQRURNXYjBiya5TmLvzBAr1Zejdxg2/zHsMg28vHko1x6nmREREdchRIcfjHTwReyYbvyRp0NnbReqUGoTJZEJISAgiIyMBAEFBQUhOTsb69esxefJkAMDzzz8vxgcGBiIkJAR+fn746aefMGbMmHteWxAEyGSyKs8tWbIE8+fPF3/W6XQsvomIauB8dgFe2XEcqdmFkMmAVwe2x7zBAZBbc6y2LrAViYiI6tid6ebNZ1sxb29vdOnSxexY586dcfny5fu+x8/PD+fPnwcAqNVqGAwG5OXlmcXl5ORApap6tEWhUMDFxcXsRURE1ScIAv57LBNPrjuA1OxCeDgpsHVaHywY1pFFdx1iSxIREdWxwZ1VsLGWITW7EBevF0qdToPo168fUlJSzI6lpqbCz8/vnu/Jzc1FZmYmvL29AQDBwcGwsbFBbGysGJOVlYWkpCSEhYXVT+JERM1Yob4Mr32ViMXfnMKtUhMeC/DAL/Mew6MBHlKn1uRwqjkREVEdS8zMF//5Yk4h2nk6SZdMA3nttdcQFhaGyMhIjB07FkePHsWGDRuwYcMGAEBhYSGWLVuGZ599Ft7e3khPT8ebb74JDw8PPPPMMwAApVKJ6dOnY8GCBXB3d4ebmxsWLlyIbt26iaucExFR3Ui+psWrO04g7UYRrK1kmD+0A17u3w5WVlU/2kO1w8KbiIioDu0/fx0zvjyGUqOAEV3VGNTJS+qUGkSvXr2we/duLFmyBMuXL4e/vz/Wrl2LCRMmAACsra1x+vRpfPnll8jPz4e3tzcGDhyIr776Cs7OzuJ11qxZA7lcjrFjx6KkpASDBw/G5s2buYc3EVEdEQQBWw9n4N0fz8JgNMFbaYePxgWhVxs3qVNr0mRCc9rrpJ7pdDoolUpotVo+Y0ZE1AwdvHADL26Oh77MhKFdVPhkfM8Hbr3CvqNusT2JiO5NW1KK1785hZjk8p0ihnT2wr/+9ghcHW0lzkx69d1/cMSbiIioDhy+lItpW8qL7iGdvapVdBMRETWU45fzMGfHCVzNL4GNtQxvjOyMaf3a3HPXCKpbLLyJiIhq6WjaTby4KR63Sk0Y2NETn0xg0U1ERJbBZBLw+YFLWBWTgjKTgNZuDlg3PgjdW7WQOrVmhYU3ERFRLRxLv4mpm46ipNSIxzt4Yv3EYCjkfB6ZiIikl1uox4KvT2JfynUAwKju3lgxphtc7Gwkzqz5YeFNRERUQ8cv52HqpngUG4x4tL0HNkwKhp0Ni24iIpLe4Uu5mBd9Atk6PRRyK7z9ZFeM6+3LqeUSYeFNRERUA4mZ+ZgSdRSF+jKEtnXHxskhLLqJiMgibDmYjnd+SIZJANp5OuKTCT3RSc0FJ6XEwpuIiOghnb6ixaSoIyjQl6GPvxuipobA3pZFNxERSUsQBHz02wWs2ZsKAHi2Zyv88+mucLBl2Sc1/j9ARET0EJKuajEx6ggKbpWhVxtXfDG1Fz/QEBGR5EwmAf/86Qw2/ZkOAHhtSAfMHdyeU8stBD8pEBERVdOZazpMjDoCbUkperZugU0v9oajgl0pERFJq8xowuvfnsa3x68AAN5+sgte7OcvcVb0V/y0QEREVA3nNDpM+Pww8otL0cO3BbZM6w0nFt1ERCSxW6VGzNl5ArFnsmFtJcO//tYdY3q2kjotugs/MRARET1AanYBJmw8grziUjzSSokvp/eGM7diISIiiRXqyzBjyzEcupQLW7kVPhnfE0O7qKROi6pgJXUCD2PFihWQyWSIiIgQjwmCgGXLlsHHxwf29vYYMGAAkpOTzd6n1+sxZ84ceHh4wNHREaNHj8aVK1fMYvLy8jBp0iQolUoolUpMmjQJ+fn5DXBXRERkyS7kFGD8xsPILTIgsKULvpzWh/ufEhGR5PKKDJiw8TAOXcqFo601Nr/Yi0W3BWs0hXd8fDw2bNiA7t27mx1ftWoVVq9ejXXr1iE+Ph5qtRpDhw5FQUGBGBMREYHdu3cjOjoaBw4cQGFhIcLDw2E0GsWY8ePHIzExETExMYiJiUFiYiImTZrUYPdHRESW5+L1QozbeAQ3Cg3o4u2CbdP7QOnAopuIiKSl0d7C2M8O4eQVLVwdbLBzZl+EtfOQOi26j0ZReBcWFmLChAnYuHEjXF1dxeOCIGDt2rVYunQpxowZg8DAQGzZsgXFxcXYsWMHAECr1SIqKgoffPABhgwZgqCgIGzbtg2nT5/G3r17AQBnz55FTEwMPv/8c4SGhiI0NBQbN27Ejz/+iJSUFEnumYiIpJV2owjjNhzG9QI9Oqmdsf3vfdDCwVbqtIiIqJlLv1GEZ9cfxPmcQqhd7PD1rFB0b9VC6rToARpF4f3KK69g1KhRGDJkiNnxtLQ0aDQaDBs2TDymUCjQv39/HDx4EACQkJCA0tJSsxgfHx8EBgaKMYcOHYJSqUSfPn3EmL59+0KpVIoxRETUfGTklhfdOQV6dFSVF92ujiy6iYhIWmeu6fC3Tw/han4J2rg74JuXQ9Hey1nqtKgaLH5xtejoaBw/fhzx8fGVzmk0GgCASmX+LINKpUJGRoYYY2trazZSXhFT8X6NRgMvL69K1/fy8hJjqqLX66HX68WfdTpdNe+KiIgsVebNYozbcBga3S0EeDlh+4w+cHdSSJ0WERE1cwkZN/HipnjobpWhs7cLvpzWG57O7J8aC4se8c7MzMS8efOwbds22NnZ3TPu7k3hBUF44Ebxd8dUFf+g66xYsUJcjE2pVMLX1/e+v5OIiCzblbxivLDhMK5pb6GtpyO2z+gDDxbdREQksbjU65jw+RHobpUhxM8V0TP7suhuZCy68E5ISEBOTg6Cg4Mhl8shl8sRFxeHjz76CHK5XBzpvntUOicnRzynVqthMBiQl5d335js7OxKv//69euVRtP/asmSJdBqteIrMzOzVvdLRETSuZpfgnEbD+Nqfgn8PRyxc0ZfeDnf+0tfIiKihvDjqWv4+5Z43Co1oX8HT2yd3gdKey702dhYdOE9ePBgnD59GomJieIrJCQEEyZMQGJiItq2bQu1Wo3Y2FjxPQaDAXFxcQgLCwMABAcHw8bGxiwmKysLSUlJYkxoaCi0Wi2OHj0qxhw5cgRarVaMqYpCoYCLi4vZi4iIGp8sbQnGbzyMzJsl8HN3wM4ZfaFyYdFNRETS2nn0MubsPIFSo4Dw7t7YODkE9rbWUqdFNWDRz3g7OzsjMDDQ7JijoyPc3d3F4xEREYiMjERAQAACAgIQGRkJBwcHjB8/HgCgVCoxffp0LFiwAO7u7nBzc8PChQvRrVs3cbG2zp07Y8SIEZgxYwY+++wzAMDMmTMRHh6Ojh07NuAdExFRQ8vW3cL4jUeQkVsMXzd77JzRF2oli24iIpLWp3EXsfKXcwCACX1aY/lTgbC2uv/jtGS5LLrwro7FixejpKQEs2fPRl5eHvr06YM9e/bA2fnO6n5r1qyBXC7H2LFjUVJSgsGDB2Pz5s2wtr7zbdH27dsxd+5ccfXz0aNHY926dQ1+P0RE1HBydLcwbsNhpN0oQivX8qLbp4W91GkREVEzJggC3o9JwadxFwEAswe0w6LhHR+4hhVZNpkgCILUSTQVOp0OSqUSWq2W086JiCzc9QI9xm08jAs5hWjZwh7RM/vC182hwfNg31G32J5E1JgZTQLe+i4JO49eBgAsGdkJL/VvJ3FWzUN99x+NfsSbiIjoYd0o1GPC5+VFt7fSDjtnSFN0ExERVRAEAa99lYjvT16DlQyIfKYbXujdWuq0qI6w8CYiomblfHYB5uw8gdTsQqhcFNg5oy9au7PoJiIiaV3NL8H3J68BAD4aF4Tw7j4SZ0R1iYU3ERE1C6eu5OOTPy7g1+Ty7SM9ncuL7jYejhJnRkREBKhc7GBjLUOpUUAP3xZSp0N1jIU3ERE1WYIg4EjaTXzyxwXsP39DPD6iqxpLnugEP3cW3UREZBlsrK3QztMJ5zQFSNEUoJUrZ2M1JSy8iYioyREEAftSruOTPy7gWEYeAMDaSoanHvHBywPaIUDl/IArEBERNbwOKufywju7AIM7q6ROh+oQC28iImoyjCYBvyRl4ZM/LuJslg4AYCu3wtiQVnjp8XZcQI2IiCxaR7UzcBJI1RRInQrVMRbeRETU6BnKTPgu8So+3XcRl24UAQAcbK0xsa8f/v6oP7xc7CTOkIiI6ME63p6RlZJdKHEmVNdYeBMRUaN1q9SIr+Iz8VncRVzT3gIAKO1tMDWsDaaGtYGro63EGRIREVVfR3V54X0xpxClRhNsrK0kzojqCgtvIiJqdApulWLr4Qx8cSANNwoNAMpXKZ/xmD/G9/GDk4LdGxERNT4tW9jDwdYaxQYjMnKL0N6La5I0FfxkQkREjcbNIgM2/ZmGzQfTUXCrDADQytUeL/Vvh+eCW8HOxlriDImIiGrOykqGDipnJGbmI0VTyMK7CWHhTUREFk+jvYWN+y9hx5HLKCk1AgDaezlh9oB2ePIRH07FIyKiJqNjReGdXYBR8JY6HaojLLyJiMhipd8owmf/u4hvEq6g1CgAALq1VOKVge0wrIsaVlYyiTMkIiKqWx1uP+edotFJnAnVJRbeRERkcc5pdFi/7yJ+OHkNpvJ6G7393fDqwPZ4LMADMhkLbiIiapoqVjZP5crmTQoLbyIishgnLufhkz8uYu/ZbPHYwI6emD2wPXq1cZMwMyIioobRQe0EAEjPLcKtUiPXL2kiWHgTEZGkBEHAoYu5+GTfBfx5IRcAIJMBTwR64+UB7RDYUilxhkRERA3H00kBN0db3Cwy4EJOIfvBJoKFNxERScJkEvDbuRx88scFJGbmAwDkVjI8E9QSswa0QztPJ2kTJCIikoBMJkMHlRMOX7qJc5oCFt5NBAtvIiJqUGVGE346nYX1+y7inKYAAKCQW+GFXr6Y2b8dWrawlzhDIiIiaXVUOePwpZtIzS6QOhWqIyy8iYioQejLjNh9/CrWx11ERm4xAMBJIcekUD9M6+cPT2eFxBkSERFZhjsrm7Pwbiq48SkREdWrYkMZog6kof+qfXhj12lk5BbD1cEGC4Z2wJ+vD8LrIzqx6G4C2rRpA5lMVun1yiuvACh/ln/ZsmXw8fGBvb09BgwYgOTkZLNr6PV6zJkzBx4eHnB0dMTo0aNx5coVKW6HiEhSndQVK5uz8G4qOOJNRET1QltSiq2H0vHFn+m4WWQAAKhcFJj5eDuM6+0LB1t2QU1JfHw8jEaj+HNSUhKGDh2K5557DgCwatUqrF69Gps3b0aHDh3w7rvvYujQoUhJSYGzc/kHzIiICPzwww+Ijo6Gu7s7FixYgPDwcCQkJMDamqv6ElHzEXB7S7Es7S1oi0uhdLCROCOqLX7qISKiOnWjUI+oA2nYeigDhfoyAEBrNwe8PKAdxvRsCYWcBVRT5OnpafbzypUr0a5dO/Tv3x+CIGDt2rVYunQpxowZAwDYsmULVCoVduzYgZdeeglarRZRUVHYunUrhgwZAgDYtm0bfH19sXfvXgwfPrzB74mISCoudjbwUdrhmvYWUnMKuKVmE8Cp5kREVCdulRrxyR8X8PiqP7B+30UU6svQQeWED1/ogd8X9Me43q1ZdDcTBoMB27Ztw7Rp0yCTyZCWlgaNRoNhw4aJMQqFAv3798fBgwcBAAkJCSgtLTWL8fHxQWBgoBhDRNSc8DnvpoUj3kREVCuCIGDv2Rz888czuHyzfNG0R1op8eqgAAzu5AUrK5nEGVJD++6775Cfn4+pU6cCADQaDQBApVKZxalUKmRkZIgxtra2cHV1rRRT8f6q6PV66PV68WedTlcXt0BEJLmOamfsS7nO57ybCBbeRERUYxdyCvDOD2ew//wNAOXPcC8Z2RlP9fCBTMaCu7mKiorCyJEj4ePjY3b87r8JQRAe+HfyoJgVK1bgnXfeqXmyREQWquPt57zPccS7SWDhTURED013qxQf7j2PLQfTUWYSYGtthb8/5o9XBraHo4JdS3OWkZGBvXv3YteuXeIxtVoNoHxU29vbWzyek5MjjoKr1WoYDAbk5eWZjXrn5OQgLCzsnr9vyZIlmD9/vvizTqeDr69vnd0PEZFUHu/giW9fDkV7L2epU6E6wGe8iYio2kwmAf+Nz8Sgf+9D1IE0lJkEDOmswp7XHsfiEZ1YdBM2bdoELy8vjBo1Sjzm7+8PtVqN2NhY8ZjBYEBcXJxYVAcHB8PGxsYsJisrC0lJSfctvBUKBVxcXMxeRERNgYeTAsF+blDac0XzpoCfkIiIqFoSMvLwzg/JOHVFCwBo6+mI/wvvggEdvSTOjCyFyWTCpk2bMGXKFMjldz5iyGQyREREIDIyEgEBAQgICEBkZCQcHBwwfvx4AIBSqcT06dOxYMECuLu7w83NDQsXLkS3bt3EVc6JiIgaKxbeRER0X9m6W3j/l3PYdeIqAMBJIUfEkABMDm0DWzknTtEde/fuxeXLlzFt2rRK5xYvXoySkhLMnj0beXl56NOnD/bs2SPu4Q0Aa9asgVwux9ixY1FSUoLBgwdj8+bN3MObiIgaPZkgCILUSTQVOp0OSqUSWq2WU92IqNHTlxnxxYF0rPv9PIoMRgDA2JBWWDS8EzydFRJn13Sw76hbbE8iIqqJ+u4/OOJNRESV/H4uG8t/OIP03PLtwYJat8CyJ7viEd8W0iZGRERE1Aix8CYiItHF64X4549nsC/lOgDA01mBN0Z0wjNBLbkfNxEREVENsfAmIiIU6svw0W/n8cXtlcptrGWY9qg/5gwKgBNXKiciIiKqFX6aIiIiLN19Gv8v8RoAYFAnL7w1qjPaejpJnBURERFR08DCm4iIYCUrn0b+bM9W+GDsIxJnQ0RERNS0cB8YIiJC/w6eAIAzWTqJMyEiIiJqelh4ExERHgvwgEwGnM3SIVt3S+p0iIiIiJoUFt5ERAR3JwW6t1QCAOJSr0ucDREREVHTwsKbiIgA3JluzsKbiIiIqG6x8CYiIgBA/47lhfeB8zdQZjRJnA0RERFR08HCm4iIAACPtGoBpb0NtCWlOHlFK3U6RERERE0GC28iIgIAyK2t8GiABwAgLiVH4myIiIiImg4W3kREJOJz3kRERER1j4U3ERGJBtwuvE9d1SK3UC9xNkRERERNg0UX3uvXr0f37t3h4uICFxcXhIaG4pdffhHPC4KAZcuWwcfHB/b29hgwYACSk5PNrqHX6zFnzhx4eHjA0dERo0ePxpUrV8xi8vLyMGnSJCiVSiiVSkyaNAn5+fkNcYtERBbFy8UOnb1dIAjAgQs3pE6HiIiIqEmw6MK7VatWWLlyJY4dO4Zjx45h0KBBeOqpp8TietWqVVi9ejXWrVuH+Ph4qNVqDB06FAUFBeI1IiIisHv3bkRHR+PAgQMoLCxEeHg4jEajGDN+/HgkJiYiJiYGMTExSExMxKRJkxr8fomILEHFdPN9KZxuTkRERFQXZIIgCFIn8TDc3Nzwr3/9C9OmTYOPjw8iIiLw+uuvAygf3VapVHj//ffx0ksvQavVwtPTE1u3bsXzzz8PALh27Rp8fX3x888/Y/jw4Th79iy6dOmCw4cPo0+fPgCAw4cPIzQ0FOfOnUPHjh2rnZtOp4NSqYRWq4WLi0vd3zwRUQM4fCkXL2w4DHdHW8QvHQIrK5nUKTVp7DvqFtuTiIhqor77D4se8f4ro9GI6OhoFBUVITQ0FGlpadBoNBg2bJgYo1Ao0L9/fxw8eBAAkJCQgNLSUrMYHx8fBAYGijGHDh2CUqkUi24A6Nu3L5RKpRhDRNSc9GztCieFHDeLDbh4vVDqdIiIiIgaPbnUCTzI6dOnERoailu3bsHJyQm7d+9Gly5dxKJYpVKZxatUKmRkZAAANBoNbG1t4erqWilGo9GIMV5eXpV+r5eXlxhzL3q9Hnr9ncWHtNryfW91Ot1D3iURkWX56NmOaOfpBFd7gf9Nq2cV7dvIJqBZrIp25N8tERE9jPrujy2+8O7YsSMSExORn5+Pb7/9FlOmTEFcXJx4XiYznwIpCEKlY3e7O6aq+OpcZ8WKFXjnnXcqHff19b3v+4iIiO6Wm5sLpVIpdRqNXm5uLgD2xUREVDP11R9bfOFta2uL9u3bAwBCQkIQHx+PDz/8UHyuW6PRwNvbW4zPyckRR8HVajUMBgPy8vLMRr1zcnIQFhYmxmRnZ1f6vdevX680mn63JUuWYP78+eLP+fn58PPzw+XLl/nhqQZ0Oh18fX2RmZnJ5/IeEtuudth+tcP2qx2tVovWrVvDzc1N6lSahIp2ZF9cM/z3uXbYfrXD9qsdtl/t1Hd/bPGF990EQYBer4e/vz/UajViY2MRFBQEADAYDIiLi8P7778PAAgODoaNjQ1iY2MxduxYAEBWVhaSkpKwatUqAEBoaCi0Wi2OHj2K3r17AwCOHDkCrVYrFuf3olAooFAoKh1XKpX8Y6+Fiu3j6OGx7WqH7Vc7bL/asbJqNMuuWLSKdmRfXDv897l22H61w/arHbZf7dRXf2zRhfebb76JkSNHwtfXFwUFBYiOjsa+ffsQExMDmUyGiIgIREZGIiAgAAEBAYiMjISDgwPGjx8PoLzTnT59OhYsWAB3d3e4ublh4cKF6NatG4YMGQIA6Ny5M0aMGIEZM2bgs88+AwDMnDkT4eHhD7WiOREREREREVFVLLrwzs7OxqRJk5CVlQWlUonu3bsjJiYGQ4cOBQAsXrwYJSUlmD17NvLy8tCnTx/s2bMHzs7O4jXWrFkDuVyOsWPHoqSkBIMHD8bmzZthbW0txmzfvh1z584VVz8fPXo01q1b17A3S0RERERERE2SRRfeUVFR9z0vk8mwbNkyLFu27J4xdnZ2+Pjjj/Hxxx/fM8bNzQ3btm2raZoihUKBt99+u8rp5/RgbL+aY9vVDtuvdth+tcP2q1tsz9ph+9UO26922H61w/arnfpuP5nA/UuIiIiIiIiI6g1XciEiIiIiIiKqRyy8iYiIiIiIiOoRC28iIiIiIiKiesTCu4785z//gb+/P+zs7BAcHIz9+/dLnZJFWrFiBXr16gVnZ2d4eXnh6aefRkpKilmMIAhYtmwZfHx8YG9vjwEDBiA5OVmijC3XihUrxG31KrDt7u/q1auYOHEi3N3d4eDggB49eiAhIUE8z/a7t7KyMrz11lvw9/eHvb092rZti+XLl8NkMokxbL87/ve//+HJJ5+Ej48PZDIZvvvuO7Pz1WkrvV6POXPmwMPDA46Ojhg9ejSuXLnSgHfROLE/fjD2xXWL/fHDY39cc+yPH45F9ccC1Vp0dLRgY2MjbNy4UThz5owwb948wdHRUcjIyJA6NYszfPhwYdOmTUJSUpKQmJgojBo1SmjdurVQWFgoxqxcuVJwdnYWvv32W+H06dPC888/L3h7ews6nU7CzC3L0aNHhTZt2gjdu3cX5s2bJx5n293bzZs3BT8/P2Hq1KnCkSNHhLS0NGHv3r3ChQsXxBi23729++67gru7u/Djjz8KaWlpwtdffy04OTkJa9euFWPYfnf8/PPPwtKlS4Vvv/1WACDs3r3b7Hx12mrWrFlCy5YthdjYWOH48ePCwIEDhUceeUQoKytr4LtpPNgfVw/74rrD/vjhsT+uHfbHD8eS+mMW3nWgd+/ewqxZs8yOderUSXjjjTckyqjxyMnJEQAIcXFxgiAIgslkEtRqtbBy5Uox5tatW4JSqRQ+/fRTqdK0KAUFBUJAQIAQGxsr9O/fX+zo2Xb39/rrrwuPPvroPc+z/e5v1KhRwrRp08yOjRkzRpg4caIgCGy/+7m7o69OW+Xn5ws2NjZCdHS0GHP16lXByspKiImJabDcGxv2xzXDvrhm2B/XDPvj2mF/XHNS98ecal5LBoMBCQkJGDZsmNnxYcOG4eDBgxJl1XhotVoA5XupA0BaWho0Go1ZeyoUCvTv35/tedsrr7yCUaNGYciQIWbH2Xb39/333yMkJATPPfccvLy8EBQUhI0bN4rn2X739+ijj+K3335DamoqAODkyZM4cOAAnnjiCQBsv4dRnbZKSEhAaWmpWYyPjw8CAwPZnvfA/rjm2BfXDPvjmmF/XDvsj+tOQ/fH8rpJu/m6ceMGjEYjVCqV2XGVSgWNRiNRVo2DIAiYP38+Hn30UQQGBgKA2GZVtWdGRkaD52hpoqOjcfz4ccTHx1c6x7a7v0uXLmH9+vWYP38+3nzzTRw9ehRz586FQqHA5MmT2X4P8Prrr0Or1aJTp06wtraG0WjEe++9h3HjxgHg39/DqE5baTQa2NrawtXVtVIM+5aqsT+uGfbFNcP+uObYH9cO++O609D9MQvvOiKTycx+FgSh0jEy9+qrr+LUqVM4cOBApXNsz8oyMzMxb9487NmzB3Z2dveMY9tVzWQyISQkBJGRkQCAoKAgJCcnY/369Zg8ebIYx/ar2ldffYVt27Zhx44d6Nq1KxITExEREQEfHx9MmTJFjGP7VV9N2ort+WD8G3w47IsfHvvj2mF/XDvsj+teQ/XHnGpeSx4eHrC2tq70jUdOTk6lb0/ojjlz5uD777/HH3/8gVatWonH1Wo1ALA9q5CQkICcnBwEBwdDLpdDLpcjLi4OH330EeRyudg+bLuqeXt7o0uXLmbHOnfujMuXLwPg396DLFq0CG+88QZeeOEFdOvWDZMmTcJrr72GFStWAGD7PYzqtJVarYbBYEBeXt49Y8gc++OHx764Ztgf1w7749phf1x3Gro/ZuFdS7a2tggODkZsbKzZ8djYWISFhUmUleUSBAGvvvoqdu3ahd9//x3+/v5m5/39/aFWq83a02AwIC4urtm35+DBg3H69GkkJiaKr5CQEEyYMAGJiYlo27Yt2+4++vXrV2m7nNTUVPj5+QHg396DFBcXw8rKvMuwtrYWty9h+1VfddoqODgYNjY2ZjFZWVlISkpie94D++PqY19cO+yPa4f9ce2wP647Dd4fP9RSbFSliu1LoqKihDNnzggRERGCo6OjkJ6eLnVqFufll18WlEqlsG/fPiErK0t8FRcXizErV64UlEqlsGvXLuH06dPCuHHjmu0WCA/y11VUBYFtdz9Hjx4V5HK58N577wnnz58Xtm/fLjg4OAjbtm0TY9h+9zZlyhShZcuW4vYlu3btEjw8PITFixeLMWy/OwoKCoQTJ04IJ06cEAAIq1evFk6cOCFua1Wdtpo1a5bQqlUrYe/evcLx48eFQYMGcTuxB2B/XD3si+se++PqY39cO+yPH44l9ccsvOvIJ598Ivj5+Qm2trZCz549xS05yByAKl+bNm0SY0wmk/D2228LarVaUCgUwuOPPy6cPn1auqQt2N0dPdvu/n744QchMDBQUCgUQqdOnYQNGzaYnWf73ZtOpxPmzZsntG7dWrCzsxPatm0rLF26VNDr9WIM2++OP/74o8r/1k2ZMkUQhOq1VUlJifDqq68Kbm5ugr29vRAeHi5cvnxZgrtpXNgfPxj74rrH/vjhsD+uOfbHD8eS+mOZIAjCw42RExEREREREVF18RlvIiIiIiIionrEwpuIiIiIiIioHrHwJiIiIiIiIqpHLLyJiIiIiIiI6hELbyIiIiIiIqJ6xMKbiIiIiIiIqB6x8CYiIiIiIiKqRyy8iYiIiIiIiOoRC28iIiIiIiKiesTCm4ga3D/+8Q/MnDmzVtdYuHAh5s6dW0cZERERNT/sj4kaDgtvIhJNnToVMpkMMpkMcrkcrVu3xssvv4y8vDyzuDZt2mDt2rWV3r9s2TL06NHjvr8jOzsbH374Id58803x2Pbt2+Hr6ws3NzcsWrTILD49PR0dOnSATqczO7548WJs2rQJaWlpD3eTREREFo79MVHTw8KbiMyMGDECWVlZSE9Px+eff44ffvgBs2fPrrPrR0VFITQ0FG3atAEA3LhxA3//+9/x73//G7/++iu2bNmCn376SYx/+eWXsXLlSri4uJhdx8vLC8OGDcOnn35aZ7kRERFZCvbHRE0LC28iMqNQKKBWq9GqVSsMGzYMzz//PPbs2VNn14+Ojsbo0aPFny9dugSlUonnn38evXr1wsCBA3HmzBkAwI4dO2Bra4sxY8ZUea3Ro0dj586ddZYbERGRpWB/TNS0sPAmonu6dOkSYmJiYGNjUyfXy8vLQ1JSEkJCQsRjAQEBKC4uxokTJ3Dz5k3Ex8eje/fuuHnzJv7v//4P69atu+f1evfujczMTGRkZNRJfkRERJaI/TFR48fCm4jM/Pjjj3BycoK9vT3atWuHM2fO4PXXX68U9/rrr8PJycnsFRkZed9rZ2RkQBAE+Pj4iMdcXV2xZcsWTJ48Gb1798bkyZMxfPhwLFy4EHPmzEFaWhqCgoIQGBiIb775xux6LVu2BFD+3BkREVFTwv6YqGmRS50AEVmWgQMHYv369SguLsbnn3+O1NRUzJkzp1LcokWLMHXqVLNjH330Ef73v//d89olJSUAADs7O7PjzzzzDJ555hnx53379uH06dNYt24d2rdvj507d0KtVqN37954/PHH4eXlBQCwt7cHABQXF9foXomIiCwV+2OipoUj3kRkxtHREe3bt0f37t3x0UcfQa/X45133qkU5+Hhgfbt25u93Nzc7nttDw8PAKi0Kutf6fV6zJ49G5999hkuXLiAsrIy9O/fHx07dkSHDh1w5MgRMfbmzZsAAE9Pz5rcKhERkcVif0zUtLDwJqL7evvtt/Hvf/8b165dq/W12rVrBxcXF3Gxlqr885//xMiRI9GzZ08YjUaUlZWJ50pLS2E0GsWfk5KSYGNjg65du9Y6NyIiIkvG/piocWPhTUT3NWDAAHTt2vWBz4tVh5WVFYYMGYIDBw5UeT45ORlfffUVli9fDgDo1KkTrKysEBUVhZ9++gnnzp1Dr169xPj9+/fjscceE6e4ERERNVXsj4kaNxbeRPRA8+fPx8aNG5GZmVnra82cORPR0dEwmUxmxwVBwMyZM7FmzRo4OjoCKH9mbPPmzVi+fDmmT5+OdevWiQu4AMDOnTsxY8aMWudERETUGLA/Jmq8ZIIgCFInQUTNhyAI6Nu3LyIiIjBu3LgaX+enn37CokWLcOrUKcjlXCeSiIjoYbA/JmpYHPEmogYlk8mwYcMGs2fFaqKoqAibNm1iJ09ERFQD7I+JGhZHvImIiIiIiIjqEUe8iYiIiIiIiOoRC28iIiIiIiKiesTCm4iIiIiIiKgesfAmIiIiIiIiqkcsvImIiIiIiIjqEQtvIiIiIiIionrEwpuIiIiIiIioHrHwJiIiIiIiIqpHLLyJiIiIiIiI6tH/B40PHWSAB1bcAAAAAElFTkSuQmCC", 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\n", 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", 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\n", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -971,7 +1000,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "In addition to the balloon soundings, the SAIL campaign has also placed a [ceilometer](https://www.arm.gov/capabilities/instruments/ceil) at Gothic. The ceilometer uses a laser beam to measure backscatter from particles in the atmosphere. Most particles are in the lowest layer, or boundary layer, of the atmosphere, so you can detect the height of the boundary layer as the point where there are fewer returns. 100% reflection occurs at the bottom of a cloud, so a cloud layer can be identified as the height of strong returns with no returns above it. Rain or snow below a cloud layer will also cause strong returns. Below you can see ceilometer plots showing boundary layer height and cloud height with time for our study site. Look for the dates corresponding to the radiosonde data you have plotted above to check if you have identified the cloud base height correctly.\n", + "In addition to the balloon soundings, the SAIL campaign has also placed a [ceilometer](https://www.arm.gov/capabilities/instruments/ceil) at Gothic. The ceilometer uses a laser beam to measure backscatter from particles in the atmosphere. Most particles are in the lowest layer, or boundary layer, of the atmosphere, so you can detect the height of the boundary layer as the point where there are fewer returns. 100% reflection occurs at the bottom of a cloud, so a cloud layer can be identified as the height of strong returns with no returns above it. Rain or snow below a cloud layer will also cause strong returns. Below you can see ceilometer plots showing boundary layer height and cloud height with time for our study site. Look for the dates corresponding to the radiosonde data you have plotted above to check if you have identified the cloud base height correctly. (Note that ceilometer is plotting height above the surface, so you will want to add 3000 m to it to compare with the graphs above.)\n", "\n", "![ceilometer](ceilometer_backscatter.png)" ] @@ -1003,7 +1032,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.13" } }, "nbformat": 4, diff --git a/modules/lab3/.ipynb_checkpoints/lab3-1-answer-checkpoint.ipynb b/modules/lab3/.ipynb_checkpoints/lab3-1-answer-checkpoint.ipynb index b014bed..4e3bc22 100644 --- a/modules/lab3/.ipynb_checkpoints/lab3-1-answer-checkpoint.ipynb +++ b/modules/lab3/.ipynb_checkpoints/lab3-1-answer-checkpoint.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -23,7 +23,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -54,7 +54,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -95,29 +95,27 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 5, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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", 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\n", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", - "plt.plot(C, z, label='Student A')\n", - "plt.plot(Cwreflect, z, label='Student B')\n", + "plt.plot(C, z, label='Concentration 10 m downwind with no reflection')\n", + "plt.plot(Cwreflect, z, label='Concentration 10 m downwind with reflection')\n", "plt.ylabel('height above ground (m)')\n", "plt.xlabel('concentration (kg/m^3)')\n", "plt.title('Concentration 1000 m downwind')\n", @@ -204,11 +200,11 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "In this case, the reflection greatly increases the concentration levels near the groun." + ] }, { "cell_type": "code", @@ -234,7 +230,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.13" } }, "nbformat": 4, diff --git a/modules/lab3/.ipynb_checkpoints/lab3-1-checkpoint.ipynb b/modules/lab3/.ipynb_checkpoints/lab3-1-checkpoint.ipynb index 7a4793d..2f2b56e 100644 --- a/modules/lab3/.ipynb_checkpoints/lab3-1-checkpoint.ipynb +++ b/modules/lab3/.ipynb_checkpoints/lab3-1-checkpoint.ipynb @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -95,29 +95,27 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 11, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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0PUKaqLJFRUWJoUOHChcXF6Gvry9MTEyEr6+v+Oyzz6RbsoUovA184cKFom7dukIulwsbGxvx1ltviZs3b6q0FxAQIBo2bFhsP0OHDhWurq4qZampqWLcuHHCxcVFyOVyYWdnJ7p37y7Onz8v1cnLyxNffvmlaNSokTA0NBSmpqaifv364r333hOXLl2S6rm6uoru3bsX229AQECxO1GWLl0q3N3dha6urgAgVq1aVWrsQghx9OhR0apVK2FsbCxsbW3FiBEjxOnTp1VeL0ThnT0jRowQtra2QiaTqdwt9OSdNkIIcf36dTFw4EBhbW0t5HK5qFevnvjiiy9EQUGBVKfoLqAvvviiWFwAxMyZM0uM+cnzAKDEx5N3pl2+fFn06dNHmJubC2NjYxEUFCQiIiKeuY+iYyzpfQAgxowZo1JW2nE96ciRI6Jly5bCwMBAODg4iMmTJ4sVK1YUu/W8rJ9TIYT4559/BADRqVMnlfKRI0cKAOKbb74pc7wlvQ9nzpwRAFRuZxei8C4vAGLChAnF2nna3Vh//fVXibE8/tlTKpVi/vz5wtnZWejr6wsfHx+xbdu2En8G6OUmE0KIykyuiIiIiCoTx+wQERFRtcZkh4iIiKo1JjtERERUrTHZISIiomqNyQ4RERFVa0x2iIiIqFrjpIIAlEolEhMTYWZmVqZF/4iIiEjzhBB4+PAhFAoFdHSe3n/DZAeFa8g4OztrOgwiIiJ6Djdv3ix1zUMmO/hvccWbN2/C3Nxcw9EQERFRWaSnp8PZ2fmZiyQz2cF/ix6am5sz2SEiIqpinjUEhQOUiYiIqFpjskNERETVGpMdIiIiqtY4Zoe0WkFBAfLy8jQdBhERaYBcLoeuru4Lt8Nkh7SSEALJycl48OCBpkMhIiINqlGjBhwcHF5oHjwmO6SVihIdOzs7GBsbc7JHIqKXjBACmZmZSElJAQA4Ojo+d1tMdkjrFBQUSImOtbW1psMhIiINMTIyAgCkpKTAzs7uuS9pcYAyaZ2iMTrGxsYajoSIiDSt6LvgRcZvMtkhrcVLV0REVB7fBRpPdm7duoW33noL1tbWMDY2RuPGjRERESFtF0Jg1qxZUCgUMDIyQmBgIM6dO6fSRk5ODsaOHQsbGxuYmJigV69eSEhIqOxDISIiIi2k0WQnNTUVrVu3hlwux65duxAbG4vFixejRo0aUp1FixZhyZIlWLZsGcLDw+Hg4IBOnTrh4cOHUp3x48dj8+bNWL9+PQ4fPoyMjAz06NEDBQUFGjgqIlLHrFmz0LhxY02HoZVkMhm2bNmi6TDK5Nq1a5DJZIiKinqhdsr78+Dm5oalS5dW6j41QQiBd999F1ZWVtL7EBgYiPHjx1fofg8cOACZTKb1d85qNNlZuHAhnJ2dsWrVKjRv3hxubm4ICgpC7dq1ARS+eUuXLsUnn3yCvn37wsvLC2vWrEFmZibWrVsHAEhLS8PPP/+MxYsXo2PHjvD19cXvv/+O6Oho7Nu3T5OHRy+p5ORkjB07FrVq1YKBgQGcnZ3Rs2dPhISEaDo0tZXli0IdJX15T5o0qVLOzYoVKxAYGAhzc/On/nJOTU3F4MGDYWFhAQsLCwwePFjrf4lrC2dnZyQlJcHLy0vToagIDw/Hu+++Kz2vSgmkOnbv3o3Vq1dj+/btFfY+lJQ8+fv7IykpCRYWFuW+v/Kk0WRn69ataNq0Kfr16wc7Ozv4+vpi5cqV0vb4+HgkJyejc+fOUpmBgQECAgJw9OhRAEBERATy8vJU6igUCnh5eUl1npSTk4P09HSVR0VITsvG5ZSHz65I1ca1a9fg5+eH/fv3Y9GiRYiOjsbu3bvRvn17jBkzRtPhVYiCggIolcrnfr2pqWml3HWXmZmJrl274uOPP35qnYEDByIqKgq7d+/G7t27ERUVhcGDB1d4bNWBrq4uHBwcoKenXTf52traVumbHXJzc8tU78qVK3B0dIS/v3+lvg/6+vovPAdOpRAaZGBgIAwMDMT06dPF6dOnxQ8//CAMDQ3FmjVrhBBCHDlyRAAQt27dUnndyJEjRefOnYUQQqxdu1bo6+sXa7tTp07i3XffLXG/M2fOFACKPdLS0sr1+L7cc164Tt0uOnwZKr7YfV5EJzwQSqWyXPdRHWVlZYnY2FiRlZWl6VDU1q1bN+Hk5CQyMjKKbUtNTZX+f/36ddGrVy9hYmIizMzMRL9+/URycrK0febMmaJRo0bi119/Fa6ursLc3FwMGDBApKenS3UKCgrEggULRO3atYW+vr5wdnYWc+fOlbYnJCSI/v37ixo1aggrKyvRq1cvER8fL20fOnSo6N27t/jiiy+Eg4ODsLKyEqNHjxa5ublCCCECAgKK/YwIIcSqVauEhYWF2LZtm2jQoIHQ1dUVV69eFSdPnhQdO3YU1tbWwtzcXLRr105ERERI+3N1dVVpy9XVVeVYHz+u2bNnCycnJ6Gvry8aNWokdu3aJW2Pj48XAMTGjRtFYGCgMDIyEj4+PuLo0aNleo9CQ0MFAJX3QwghYmNjBQBx/PhxqezYsWMCgDh//vxT23N1dRX/+9//xODBg4WJiYlwcXERW7ZsESkpKdJ77OXlJcLDw0uN6+LFi6Jt27bCwMBANGjQQOzdu1cAEJs3b5bqnD17VrRv314YGhoKKysrMXLkSPHw4UNpm0wmE3fu3BFCCHH//n0hk8nE66+/Lr1+3rx5omXLlirnYd++fcLPz08YGRmJVq1aScf64MEDoaOjI06dOiWEEEKpVApLS0vRtGlTqb1169YJBwcHIcR/70tkZGSZ2i8yf/58YWdnJ0xNTcXw4cPF1KlTVT4PT2rSpIn48ssvpee9e/cWurq60u/vpKQklffM1dVVfPXVV9L/S/sMlvbz9qSin4Pdu3eL+vXrCxMTE9GlSxeRmJgo1XnWZ7kkAQEBYsyYMeKjjz4S1tbWol27dkIIIc6dOye6desmTExMhJ2dnXjrrbek93ro0KElHldAQIAYN26c1HZOTo6YPHmyUCgUwtjYWDRv3lyEhoaq7P/w4cOiXbt2wsjISNSoUUN07txZ3L9/v9g+AIj4+PgSf57+/vtv4enpKfT19YWrq6vK+1X0Pnz++efi7bffFqampsLZ2Vn8+OOPTz0npX0npKWllen7W6M9O0qlEk2aNMG8efPg6+uL9957DyNHjsT333+vUu/JjFEI8cwssrQ606dPR1pamvS4efPmix3IU6Rl5UGuK8OVO4+wLPQyenx7GO2+CMXnO2IRcf0+lEpRIfutjoQQyMzN18hDiLK9T/fv38fu3bsxZswYmJiYFNteNBZNCIE+ffrg/v37CAsLQ3BwMK5cuYIBAwao1L9y5Qq2bNmC7du3Y/v27QgLC8OCBQuk7dOnT8fChQsxY8YMxMbGYt26dbC3twdQ2IvRvn17mJqa4uDBgzh8+DBMTU3RtWtXlb8UQ0NDceXKFYSGhmLNmjVYvXo1Vq9eDQDYtGkTatasiTlz5iApKQlJSUnS6zIzMzF//nz89NNPOHfuHOzs7PDw4UMMHToUhw4dwvHjx+Hh4YFXXnlFGl8XHh4OAFi1ahWSkpKk50/6+uuvsXjxYnz55Zc4e/YsunTpgl69euHSpUsq9T755BNMmjQJUVFRqFu3Lt58803k5+eX5a0q0bFjx2BhYYEWLVpIZS1btoSFhcVTe4mLfPXVV2jdujUiIyPRvXt3DB48GEOGDMFbb72F06dPo06dOhgyZMhTP0tKpRJ9+/aFrq4ujh8/jh9++AFTp05VqVPUM2VpaYnw8HD89ddf2LdvHz744AMAgJeXF6ytrREWFgYAOHjwIKytrXHw4EGpjQMHDiAgIECl3U8++QSLFy/GqVOnoKenh+HDhwMALCws0LhxYxw4cAAAcPbsWenfot7wktp70tPaB4A///wTM2fOxOeff45Tp07B0dERy5cvL7W9wMBAKSYhBA4dOgRLS0scPnwYQOFn2sHBAfXq1Sv22tI+g8/6eStJZmYmvvzyS/z22284ePAgbty4gUmTJknby/pZftKaNWugp6eHI0eO4Mcff0RSUhICAgLQuHFjnDp1Crt378bt27fRv39/aT9z5sxBzZo1S/3Zevvtt3HkyBGsX78eZ8+eRb9+/dC1a1cpnqioKAQFBaFhw4Y4duwYDh8+jJ49e6KgoABff/01WrVqhZEjR0q/D5ydnYvtIyIiAv3798cbb7yB6OhozJo1CzNmzJB+rxRZvHgxmjZtisjISIwePRqjRo3C+fPnSz0vL6TUVKiCubi4iHfeeUelbPny5UKhUAghhLhy5YoAIE6fPq1Sp1evXmLIkCFCCCFCQkIEAHH//n2VOj4+PuKzzz4rUxxlzQyfR1pWrth8OkG8+2u4qPfpTuE6dbv0aP55sJixJVocuXRH5OUXlPu+q6qSsvhHOXkq564yH49y8soU94kTJwQAsWnTplLr7d27V+jq6oobN25IZefOnRMAxMmTJ4UQhX9pGhsbq/xlOXnyZNGiRQshhBDp6enCwMBArFy5ssR9/Pzzz6JevXoqPYk5OTnCyMhI7NmzRwhR+Negq6uryM/Pl+r069dPDBgwQHr++F/FRVatWiUAiKioqFKPMz8/X5iZmYlt27ZJZXiip6LoWB//S16hUIjPP/9cpU6zZs3E6NGjhRD/9SD89NNP0vai8xcXF1dqTEI8vWfn888/Fx4eHsXqe3h4iHnz5j21PVdXV/HWW29Jz4t6FmbMmCGVFfUQJSUlldjGnj17hK6urrh586ZUtmvXLpXztWLFCmFpaanSa7hjxw6ho6Mj9Qr27dtXfPDBB0IIIcaPHy8mTpwobGxsxLlz50ReXp4wNTWVehYe73l5vD0A0s/ehAkTRI8ePYQQQixdulS8/vrrokmTJmLHjh1CCCHq1q0rvv/+eyFE6T07T2u/VatW4v3331c5Fy1atCi1Z2fr1q3CwsJCFBQUiKioKGFrays++ugjMXnyZCGEEO+++26pn+GnfQZL+3krSdHPweXLl6Wy7777Ttjb20vPn/VZLklAQIBo3LixStmMGTOkqxlFbt68KQCICxcuCCGE+Oqrr6QencfbKurZuXz5spDJZMWulAQFBYnp06cLIYR48803RevWrUuN7fGeIiGK/zwNHDhQdOrUSaXO5MmThaenp/T8yZ8ZpVIp7OzspM/Sk6p8z07r1q1x4cIFlbKLFy/C1dUVAODu7g4HBwcEBwdL23NzcxEWFgZ/f38AgJ+fH+RyuUqdpKQkxMTESHU0ydxQjj6+TvhxcFOcntEJ3w9qgt6NFTA10MPt9Bz8euw6Bv50As3nhWDq32cRej4FOfm8i6wqEv/+1f6sXse4uDg4Ozur/FXk6emJGjVqIC4uTipzc3ODmZmZ9NzR0VGaNj0uLg45OTkICgoqcR8RERG4fPkyzMzMYGpqClNTU1hZWSE7OxtXrlyR6jVs2FBlRtLH91EafX19+Pj4qJSlpKTg/fffR926daUBvhkZGbhx48Yz2yuSnp6OxMREtG7dWqW8devWKucGgMr+i6aRL0vspSnpvRNl6El+PJai3jVvb+9iZU+LLy4uDi4uLqhZs6ZU1qpVq2J1GjVqpNJr2Lp1ayiVSun36OO9HmFhYWjfvj3atWuHsLAwhIeHIysrq9i5Le08BgYG4tChQ1AqlQgLC0NgYCACAwMRFhaG5ORkXLx48Zk9O6W1HxcXV+w4n3z+pHbt2uHhw4eIjIxEWFgYAgIC0L59e6lHqyy9TSUp7eftaYyNjaUbap58jTqf5Sc1bdpU5XlERARCQ0Oln2VTU1PUr18fAFR+nktz+vRpCCFQt25dlXbCwsKkNop6dl5EXFxcicd86dIllTukH/9cyGQyODg4vPDPb2k0OpLso48+gr+/P+bNm4f+/fvj5MmTWLFiBVasWAGg8ASMHz8e8+bNg4eHBzw8PDBv3jwYGxtj4MCBAAq7Wt955x1MnDgR1tbWsLKywqRJk+Dt7Y2OHTtq8vCKMdbXQzdvR3TzdkROfgGOXr6HXTFJCI69jfuPcrHh1E1sOHUTZgZ66NDADt28HNCuri2M9bVrwJ8mGMl1ETuni8b2XRYeHh6QyWSIi4tDnz59nlrvaV+eT5bL5XKV7TKZTBoIXDSF+tMolUr4+flh7dq1xbbZ2tqWaR+lMTIyKnYMw4YNw507d7B06VK4urrCwMAArVq1KvMAyyfjeFxJ5+zx2Iu2vchAaQcHB9y+fbtY+Z07d6Rk5WlKikWd+EQJl7fUuXxfVB4YGIhx48bh8uXLiImJQdu2bXHlyhWEhYXhwYMH8PPzU/lCf1acRYnF6dOncejQIfzvf/+Ds7Mz5s2bh8aNG8POzg4NGjQoMaaytP88Hr+8dvToUXTo0AFt27ZFVFQULl26hIsXLyIwMFDtdp/nZ6Gk1zz5Xj7PMIwnL4MrlUr07NkTCxcuLFa3rOtFKZVK6OrqIiIiotiSC6ampgCe/XulLEo6vpI+38/7u+d5afRbtFmzZti8eTOmT5+OOXPmwN3dHUuXLsWgQYOkOlOmTEFWVhZGjx6N1NRUtGjRAnv37lX5gf3qq6+gp6eH/v37IysrC0FBQVi9enW5LAtfUQz0dNG+vh3a17dDfoESJ+PvY1dMMvacS0bKwxz8E5WIf6ISYSjXQWBdO3T1ckCHBnYwN5Q/u/FqSCaTaX3SZ2VlhS5duuC7777Dhx9+WOwX1oMHD1CjRg14enrixo0buHnzptS7Exsbi7S0tGd+cRTx8PCAkZERQkJCMGLEiGLbmzRpgg0bNsDOzg7m5ubPfUz6+vplnq/q0KFDWL58OV555RUAwM2bN3H37l2VOnK5vNT2zM3NoVAocPjwYbRr104qP3r0KJo3b/4cR1B2rVq1QlpaGk6ePCnt68SJE0hLS6vwXuKiz0RiYiIUCgWAwjFET9ZZs2YNHj16JH22jhw5Ah0dHdStWxfAf+N25s6di0aNGsHc3BwBAQGYP38+UlNT1e7xKEosli1bBplMBk9PTygUCkRGRmL79u3P1YPyuAYNGuD48eMYMmSIVHb8+PFnvi4wMBChoaE4ceIE5syZI/1czZ0795kJ2LM+g+WlPD/LTZo0wcaNG+Hm5vbcd1n5+vqioKAAKSkpaNu2bYl1fHx8EBISgtmzZ5e4vSy/Dzw9PaXxU0WOHj2KunXravQ7WeMzKPfo0QPR0dHIzs5GXFwcRo4cqbJdJpNh1qxZSEpKQnZ2NsLCworNH2BoaIhvv/0W9+7dQ2ZmJrZt21biwCltpaerA/86NvhfHy8cnx6EjaNaYWRbd9S0NEJ2nhK7zyVj/IYoNP3fPry96iQ2hN/A/Ufq/7VMFW/58uUoKChA8+bNsXHjRly6dAlxcXH45ptvpO75jh07wsfHB4MGDcLp06dx8uRJDBkyBAEBAcW6r5/G0NAQU6dOxZQpU/Drr7/iypUrOH78OH7++WcAwKBBg2BjY4PevXvj0KFDiI+PR1hYGMaNG6fW7OJubm44ePAgbt26VSxxeVKdOnXw22+/IS4uDidOnMCgQYOK/aXo5uaGkJAQJCcnIzU1tcR2Jk+ejIULF2LDhg24cOECpk2bhqioKIwbN67McZckOTkZUVFRuHz5MgAgOjoaUVFRuH//PoDCL96uXbti5MiROH78OI4fP46RI0eiR48eJQ52LU8dO3ZEvXr1MGTIEJw5cwaHDh3CJ598olJn0KBBMDQ0xNChQxETE4PQ0FCMHTsWgwcPlnqeZDIZ2rVrh99//13q3fDx8UFubi5CQkKeq8cjMDAQv//+OwICAiCTyWBpaQlPT09s2LDhudp73Lhx4/DLL7/gl19+wcWLFzFz5sxiM+Q/Labdu3dLCVhR2dq1a5+ZgJXlM1heyuuzPGbMGNy/fx9vvvkmTp48iatXr2Lv3r0YPnx4mRO3unXrYtCgQRgyZAg2bdqE+Ph4hIeHY+HChdi5cyeAwpsewsPDMXr0aJw9exbnz5/H999/L/3su7m54cSJE7h27Rru3r1bYk/MxIkTERISgv/973+4ePEi1qxZg2XLlqkM3NYEjSc7pEpHRwY/Vyt80t0Th6a0x/axbfBB+zqobWuC3AIlQi/cwdSN0Wg6NxhvrjiOX49dQ3JatqbDpn+5u7vj9OnTaN++PSZOnAgvLy906tQJISEh0l2GRZOaWVpaol27dujYsSNq1aqFDRs2qLWvGTNmYOLEifjss8/QoEEDDBgwQLrmbWxsjIMHD8LFxQV9+/ZFgwYNMHz4cGRlZanV0zNnzhxcu3YNtWvXVrn8VZJffvkFqamp8PX1xeDBg/Hhhx/Czs5Opc7ixYsRHBwMZ2dn+Pr6ltjOhx9+iIkTJ2LixInw9vbG7t27sXXrVnh4eJQ57pL88MMP8PX1lf6gateuHXx9fbF161apztq1a+Ht7Y3OnTujc+fO8PHxwW+//fZC+y0LHR0dbN68GTk5OWjevDlGjBiBzz//XKWOsbEx9uzZg/v376NZs2Z4/fXXERQUhGXLlqnUa9++PQoKCqRERCaTSX/Jt2nTRu3YnmwPAAICAlBQUPDCPTsDBgzAZ599hqlTp8LPzw/Xr1/HqFGjnvm6op6SogRMnZjK8hksL+X1WVYoFDhy5AgKCgrQpUsXeHl5Ydy4cbCwsICOTtm/xletWoUhQ4Zg4sSJqFevHnr16oUTJ05InQN169bF3r17cebMGTRv3hytWrXCP//8I/UmTZo0Cbq6uvD09IStrW2J4/GaNGmCP//8E+vXr4eXlxc+++wzzJkzB8OGDVPrmMubTJR0Me0lk56eDgsLC6Slpb1Ql39Fu5zyELuik7H7XDLOJapOhNjEpQa6eTmiq5cDnK2q7gRaAJCdnY34+Hi4u7vD0NBQ0+EQEZEGlfadUNbvbyY7qDrJzuNu3MvEnnPJ2BWThNM3Hqhsa6gwR9eGDujm7YA6dmYlN6DFmOwQEVGR8kh2tHvEJz2Vi7UxRrarhZHtaiE5LRt7Y5OxKzoZJ+Lv4VxiOs4lpmNx8EXUtjWRenwaKsy1f0pvIiKicsaeHVTNnp2nuf8oF8Gxydgdk4zDl+8ir+C/t9fZyghdGzqgq5cDfJ0toaOjnYkPe3aIiKgIe3aoGCsTfQxo5oIBzVyQnp2H0PMp2BWdjAMXU3DzfhZWHorHykPxsDc3QJeGDuja0AHN3a2gp8ux6kREVD0x2anGzA3l6N3YCb0bOyErtwBhF1OwKyYZ++NSpNmbfz12HZbGcnTytEc3L0f417GGgZ52zE/ETkciIiqP7wImOy8JI31ddPVyRFev/2Zv3h2TjL2xyUjNzMOfpxLw56kErZi9uWhmzczMzHKZ0ZOIiKquzMxMAMVnXVYHx+ygeo3ZUVfR7M27zxWO80l5mCNt0+TszUlJSXjw4AHs7OxgbGzMgdVERC8ZIQQyMzORkpKCGjVqlLg0Bm89V8PLnOw8TqkUiLz5ALtjkrArJhkJqVnSNrmuDK3r2KCblwM6eTrAykS/QmMRQiA5ORkPHjyo0P0QEZF2q1GjBhwcHEr8o5fJjhqY7BQnhMC5xPR/5/JJxuWUDGmbjgxo4W6Nbt4O6OzpAAeLirtjqqCgAHl5eRXWPhERaS+5XF7qmlpMdtTAZOfZLqc8xO6YwsSnpNmbu3o5oJuXY5WfvZmIiKoOJjtqYLKjnpv3M7E7pnDZiojrqgvpVfXZm4mIqOpgsqMGJjvP73Z6Nvb+e6nrRPx9FCj/+zjVtjXBK96O6ObliAaOZhxkTERE5YrJjhqY7JSP+49ysS/2NnbFJBWbvdnN2hhdvRzxircDvJ0smPgQEdELY7KjBiY75a9o9uad0Uk4cOEOcvKV0janGkbo5uWAbt6O8HWuobXLVhARkXZjsqMGJjsV61FOPkIvFM7eHHo+BZm5BdI2B3PDfwc3O6CpmxV0mfgQEVEZMdlRA5OdypOdV4Cwi3ewKzoJ++JSkJGTL22zMTVAl4b2eMXbES24XhcRET0Dkx01MNnRjJz8Ahy5fBc7o5MRHHsbaVn/zadjaSxHZ8/Cu7r8a9tAX4+JDxERqWKyowYmO5qXV6DEsSv3sCsmCXvO3cb9R7nSNnNDPXT0tMcrXo5o42EDQ7l2LFRKRESaxWRHDUx2tEt+gRInr93HrujCuXzuPLZel4m+LoIa2OMVbwcE1LWDkT4THyKilxWTHTUw2dFeBUqB0zdSsTM6CbtjkpGUli1tM5Lron19W3T1ckSH+nYwNaj8FdqJiEhzmOyogclO1aBUCpxJeIBdMcnYGZ2kslCpvp4OAuraopuXA4Ia2MPCqPJWaCciIs1gsqMGJjtVT9FCpTujC1doj7/7SNom15WhTR0bdPN2RKcG9rCs4BXaiYhIM5jsqIHJTtUmhMCF2w+xMzoZu2OScPH2fyu06+rI4F/bGl29HNCloQNsTA00GCkREZUnJjtqYLJTvVxOeYhd0YXrdcUm/bdCu44MaO5uhW5ejujq5QB7c0MNRklERC+KyY4amOxUX9fuPsKumMIenzMJaVK5TAb4uViiq5cDXvF2hKKGkQajJCKi58FkRw1Mdl4ON+9nYs+/K7RHXE9V2ebrUgPdvR3RzdsRTkx8iIiqBCY7amCy8/JJTsvG7pgk7IxJRvi1+3j8p4CJDxFR1cBkRw1Mdl5uKenZ2BWTjB3RScUSn8bORYmPA2paGmsuSCIiKobJjhqY7FCRlPRs7D6XjB1nk3CSiQ8RkVZjsqMGJjtUktISn0bONdDd2wHdvBzhbMXEh4hIE5jsqIHJDj1LysNs7Pn3UteJ+CcSn5oW6O7jyMSHiKiSMdlRA5MdUsfjic/J+PtQPpH4vOLtiFe8mfgQEVU0JjtqYLJDz+vOwxzsPpeMnWeTcCL+nkri4/Nv4tOdiQ8RUYVgsqMGJjtUHpj4EBFVLiY7amCyQ+XtzsMc7DlXuDr78auqiY+303+Jj4s1Ex8ioufFZEcNTHaoIt3NyMHuGCY+RETljcmOGpjsUGW5m1HY47PjbPHEx6emBXr4OKK7j4IzNxMRlQGTHTUw2SFNKEp8dkYn4dgV1cSniUsN9PBRoLuPI1dnJyJ6CiY7amCyQ5p252EOdsckYdtZ1SUrZDKgmZsVevoUrtVlY2qg2UCJiLQIkx01MNkhbXI7PRs7ziZh+9lEnL7xQCrXkQGtalujh48CXRs6wNJEX3NBEhFpASY7amCyQ9rq1oMs7DibiO1nk3A2IU0q19ORoXUdG/RspEDnhvYwN5RrMEoiIs1gsqMGJjtUFVy/9wjbzyZh+9kkxCWlS+X6ujpoV9cWPRs5IqiBPUwN9DQYJRFR5WGyowYmO1TVXLmTge1nCi91XUrJkMoN9HTQob4devgo0KG+HYz0dTUYJRFRxSrr97dOJcZUzKxZsyCTyVQeDg4O0nYhBGbNmgWFQgEjIyMEBgbi3LlzKm3k5ORg7NixsLGxgYmJCXr16oWEhITKPhSiSlXb1hTjOnogeEIA9oxvh7Ed6sDdxgQ5+UrsiknGmHWn4Tc3GGP/iMSec8nIzivQdMhERBqj8f7uhg0bYt++fdJzXd3//hJdtGgRlixZgtWrV6Nu3bqYO3cuOnXqhAsXLsDMzAwAMH78eGzbtg3r16+HtbU1Jk6ciB49eiAiIkKlLaLqqp6DGeo51MOETnVxLjH930tdiUhIzcK2M4nYdiYRZgZ66ORpjx6NHNGmji309TT6dw4RUaXS6GWsWbNmYcuWLYiKiiq2TQgBhUKB8ePHY+rUqQAKe3Hs7e2xcOFCvPfee0hLS4OtrS1+++03DBgwAACQmJgIZ2dn7Ny5E126dClTHLyMRdWNEAJnEtKw/UwidkQnISktW9pmYSRHl4b26OGjgH9ta+jpMvEhoqqpSlzGAoBLly5BoVDA3d0db7zxBq5evQoAiI+PR3JyMjp37izVNTAwQEBAAI4ePQoAiIiIQF5enkodhUIBLy8vqU5JcnJykJ6ervIgqk5kMhkaO9fApz08cWRqB/z9fisM83eDrZkB0rLy8OepBAz55SRazAvBjC0xCL92H0rlSz98j4iqKY1exmrRogV+/fVX1K1bF7dv38bcuXPh7++Pc+fOITk5GQBgb2+v8hp7e3tcv34dAJCcnAx9fX1YWloWq1P0+pLMnz8fs2fPLuejIdJOOjoyNHWzQlM3K8zo4YmT8fex/WwidsUk496jXPx2/Dp+O34dTjWM0KORI3o1UsDT0RwymUzToRMRlQuNJjvdunWT/u/t7Y1WrVqhdu3aWLNmDVq2bAkAxX7hCiGe+Uv4WXWmT5+OCRMmSM/T09Ph7Oz8PIdAVKXo6sjQqrY1WtW2xuxeDXHkyj1sjUrEnnPJuPUgCz+GXcWPYVdR29YEvRo5oVdjBdxtTDQdNhHRC9H4AOXHmZiYwNvbG5cuXUKfPn0AFPbeODo6SnVSUlKk3h4HBwfk5uYiNTVVpXcnJSUF/v7+T92PgYEBDAw47T693PR0dRBQ1xYBdW3xeZ4XQs+nYOuZRIScT8GVO4/w1b6L+GrfRXg7WaB3YwV6+CjgYMF1uoio6tH4mJ3H5eTkIC4uDo6OjnB3d4eDgwOCg4Ol7bm5uQgLC5MSGT8/P8jlcpU6SUlJiImJKTXZISJVhnJddPN2xPdv+SHi045Y3K8RAuraQldHhuhbaZi7Iw6tFoRgwI/HsPbEdaQ+ytV0yEREZabRu7EmTZqEnj17wsXFBSkpKZg7dy7CwsIQHR0NV1dXLFy4EPPnz8eqVavg4eGBefPm4cCBAyq3no8aNQrbt2/H6tWrYWVlhUmTJuHevXtq3XrOu7GISnYvIwc7o5Ow9Uwiwq+lSuV6OjK09bBB78ZO6ORpDxPO2kxEGlDW72+N/oZKSEjAm2++ibt378LW1hYtW7bE8ePH4erqCgCYMmUKsrKyMHr0aKSmpqJFixbYu3evlOgAwFdffQU9PT30798fWVlZCAoKwurVqznHDlE5sDY1wOBWbhjcyg23HmRh+5lEbD2TiHOJ6Qi9cAehF+7AUK6DoAb26NVIgcB6tjDQ488eEWkXLhcB9uwQqetySga2/jthYfzdR1K5maEeujZ0QK/GCrSqxTl8iKhicW0sNTDZIXo+QgjE3ErH1jO3sO1MEpLT/5u80MZUH929HdGrsROauNTgrexEVO6Y7KiByQ7Ri1MqBU5eu4+tZxKxKzoJqZl50jYXK2P0bqxA78ZOqGNnqsEoiag6YbKjBiY7ROUrr0CJw5fuYuuZwjl8MnP/W4jUp6YFejd2Qs9GjrAz463sRPT8mOyogckOUcXJyi1AcNxtbIm8hYMX7yD/32UpdGRA6zo2eNXXCZ0bOsCUd3QRkZqY7KiByQ5R5biXkYMd0UnYHHkLkTceSOWGch109nRAH18F2nrYQs6BzURUBkx21MBkh6jyXbv7CP9EJeKfqFu4+tgdXVYm+ujp44jevk7wdebAZiJ6OiY7amCyQ6Q5QgicTUjD5shb2H42EXcz/pud2dXaGL0bO6FPYwVq2XJgMxGpYrKjBiY7RNohv0CJw5fv4p+o4gObG9W0QB9fJ/TwUcDWjGvbERGTHbUw2SHSPpm5+QiOvY3Nkbdw6NJdFPw7sFlXR4Y20sBmexjrc2Az0cuKyY4amOwQabe7GTnYfiYRm6MScebmA6ncSK6LLg3t0bdJTbSuYwNdHY7vIXqZMNlRA5Mdoqoj/u4jbIm8hX+ibuHavUyp3N7cAH18nfBak5qoa29WSgtEVF0w2VEDkx2iqkcIgaibD7A58ha2nknEg8dmbPZ2skDfJk7o1UgBa1OO7yGqrpjsqIHJDlHVlpNfgNDzd7DxdAJCz6dIExfq6cgQWM8OrzVxQocGdlyRnaiaYbKjBiY7RNXH/Ue52HYmERtPJ+BsQppUbmEkRw8fR7zmV5Pz9xBVE0x21MBkh6h6unT7ITZF3sLm07dUVmR3tzFBX18n9PF1grOVsQYjJKIXwWRHDUx2iKq3AqXAsSv3sOl0AnbFJCMr77/5e1rWskLfJjXRzcsBZoZyDUZJROpisqMGJjtEL49HOfnYFZOMTacTcOzqPRT9BjSU66BLQwe8xtvYiaoMJjtqYLJD9HK69SALWyJvYePpBFy989/6XPbmBujbpCb6+dXkMhVEWozJjhqY7BC93IQQOJOQhk2nE4rdxu7naol+fjXR3ceRl7mItAyTHTUw2SGiIjn5Bdgfl4K/IhJw4EIK/r2LHUZyXXTzdkA/P2e0cLeCDi9zEWkckx01MNkhopLcTs/GptO38FfETZXLXM5WRujn54zX/GrCqYaRBiMkerlVWLJz7do1HDp0CNeuXUNmZiZsbW3h6+uLVq1awdDQ8IUD1wQmO0RUGiEETt94gL8jbmLbmSRk5OQDAGQyoHVtG/RrWhNdGjrAUM5JC4kqU7knO+vWrcM333yDkydPws7ODk5OTjAyMsL9+/dx5coVGBoaYtCgQZg6dSpcXV3L7UAqA5MdIiqrrNwC7IpJwl+nCu/mKmJmqIdejRTo19QZjWpacNJCokpQrslOkyZNoKOjg2HDhqFXr15wcXFR2Z6Tk4Njx45h/fr12LhxI5YvX45+/fq9+FFUEiY7RPQ8bt7PxN8RCfg7IgG3HmRJ5R52pujXtCZe9a0JWzOuzUVUUco12dmxYwe6d+9eph3fvXsX8fHxaNasWdmj1TAmO0T0IpRKgWNX7+GvUzexKyYZOflKAICujgzt69lhQDNntK9nCz1dHQ1HSlS9cICyGpjsEFF5Sc/Ow/YzSfgr4iYibzyQyu3MDNCvaU0MaOoCF2suUUFUHio82UlJSUFKSgqUSqVKuY+Pz/M0p1FMdoioIlxOeYg/TyVgY0QC7j3Klcpb17HGG81c0LmhPVdiJ3oBFZbsREREYOjQoYiLi0PRS2UyGYQQkMlkKCgoeEYL2ofJDhFVpNx8JfbF3cb68Js4dOmOtESFpbEcr/rWxBvNnVHX3kyzQRJVQRWW7Pj4+KBOnTqYOnUq7O3ti91xUNXuxAKY7BBR5UlIzcSfpxLw16mbSEr7byX2Ji418EZzF/TwcYSxvp4GIySqOios2TEzM0NkZCTq1KnzwkFqCyY7RFTZCpQCBy/ewfrwG9gXl4KCf6dqNjXQQ6/GCrzRzBneTryFnag0Zf3+VvvPh6CgIJw5c6ZaJTtERJVNV0eG9vXt0L6+HVIeZmNjxC1sCL+Ba/cyse7EDaw7cQMNHM3xZnNn9G7kBAtjrstF9LzU7tm5e/cuhg4diubNm8PLywtyueoPYK9evco1wMrAnh0i0gZCCBy/eh/rw29gV0wycv+9hd1ATwfdfRwxqIUrmrjUYG8P0b8q7DLW1q1bMXjwYDx8+LB4YxygTERULh5k5mJL5C2sD7+J88n//b6t72CGQS1d0aexgquw00uvwpIdNzc39OjRAzNmzIC9vf0LB6oNmOwQkbYSQiDy5gOsO3ED284kShMWmujrorevEwY2d4GXk4WGoyTSjAodoBwVFYXatWu/cJDagskOEVUFaZl52Hg6AWtPXMeVx1Zhb+xcA4NauKCHjwJG+py3h14eFZbsDB06FG3btsWIESNeOEhtwWSHiKoSIQROxN/H2hM3sDsmCXkFhb/GzQ318JpfTQxq4YI6dpy3h6q/Ckt2Pv/8cyxduhTdu3eHt7d3sQHKH3744fNFrEFMdoioqrqbkYO/TiVg3cnruHn/v8VIW7hbYVBLV3ThLM1UjVVYsuPu7v70xmQyXL16VZ3mtAKTHSKq6pRKgUOX72Lt8esIOf/fvD3WJvro19QZA5tzTS6qfrgQqBqY7BBRdZKUloUN4Tex/uRNJKcXztIskwGBdW0xxN8NAR620NHh7etU9THZUQOTHSKqjvILlNh/PgW/n7iBgxfvSOWu1sYY3NIV/fycOVkhVWnlmuwsWLAAH374IYyNn90FeuLECdy9exfdu3dXL2INYrJDRNXdtbuP8Pvx6/jz1E2kZ+cDAIzkuujj64QhrVzRwJG/+6jqKev3t05ZGouNjYWLiwtGjRqFXbt24c6d//5CyM/Px9mzZ7F8+XL4+/vjjTfeYMJARKRl3GxM8GkPTxz/OAjz+3qjvoMZsvIK8MfJG+j29SH0/+EYtp9NRF6BUtOhEpW7Ml/GOnv2LL777jv89ddfSEtLg66uLgwMDJCZmQkA8PX1xbvvvouhQ4fCwMCgQoMub+zZIaKXjRAC4ddSsebYNeyOSZYGNNubG2Bgc1e82cIZdmaGGo6SqHQVNmZHCIGzZ8/i2rVryMrKgo2NDRo3bgwbG5sXDlpTmOwQ0cssOS0b604WLj56NyMHACDXlaGblyOG+ruiiYsl1+MircQBympgskNEBOTmK7ErJgm/HruOiOupUnlDhTmGt3ZHj0aOnLOHtEq5jtmpDPPnz4dMJsP48eOlMiEEZs2aBYVCASMjIwQGBuLcuXMqr8vJycHYsWNhY2MDExMT9OrVCwkJCZUcPRFR1aevp4PejZ2wcZQ/to9tg/5Na8JATwfnEtMx8a8zaLMwFN+EXJJ6f4iqCq1IdsLDw7FixQr4+PiolC9atAhLlizBsmXLEB4eDgcHB3Tq1EllxfXx48dj8+bNWL9+PQ4fPoyMjAz06NGjSq6+TkSkLbycLLDo9UY4Pj0Ik7vUg725Ae48zMGS4IvwX7AfU/4+g7ikdE2HSVQmGr+MlZGRgSZNmmD58uWYO3cuGjdujKVLl0IIAYVCgfHjx2Pq1KkACntx7O3tsXDhQrz33ntIS0uDra0tfvvtNwwYMAAAkJiYCGdnZ+zcuRNdunQpUwy8jEVEVLq8AiV2Rifhl8PxOJOQJpX717bG8Nbu6FDfjhMVUqWrMpexxowZg+7du6Njx44q5fHx8UhOTkbnzp2lMgMDAwQEBODo0aMAgIiICOTl5anUUSgU8PLykuoQEdGLk+sWXuLaMqY1No7yR3cfR+jqyHD0yj2M+PUUOiw+gNVH4pGRk6/pUImK0dPkztevX4/Tp08jPDy82Lbk5GQAgL29vUq5vb09rl+/LtXR19eHpaVlsTpFry9JTk4OcnL+u+acns6uWCKispDJZPBztYSfqyVuPcjCr0ev4Y+TN3DtXiZmbYvF4uCLeKOZM4a0coOzFdfiIu1QpmSnb9++ZW5w06ZNZap38+ZNjBs3Dnv37oWh4dPncnjydkchxDNvgXxWnfnz52P27NllipOIiErmVMMI019pgA+DPLDpdAJWHbmGq3cfYeWhePx8OB5dvRwwsm0t+LpYPrsxogpUpstYFhYW0sPc3BwhISE4deqUtD0iIgIhISGwsLAo844jIiKQkpICPz8/6OnpQU9PD2FhYfjmm2+gp6cn9eg82UOTkpIibXNwcEBubi5SU1OfWqck06dPR1pamvS4efNmmeMmIiJVJgZ6GNzKDfsmBGDVsGZo62EDpQB2Rifj1eVH0f+HYwiOvQ2l8qWf6YQ0pEw9O6tWrZL+P3XqVPTv3x8//PADdHUL51soKCjA6NGj1RrcGxQUhOjoaJWyt99+G/Xr18fUqVNRq1YtODg4IDg4GL6+vgCA3NxchIWFYeHChQAAPz8/yOVyBAcHo3///gCApKQkxMTEYNGiRU/dt4GBQZWb5ZmISNvp6MjQvr4d2te3w4Xkh1h56Cr+ibqFk9fu4+S1+6hla4KRbWvhVV8nGMo5Xw9VHrXvxrK1tcXhw4dRr149lfILFy7A398f9+7de+5gAgMDpbuxAGDhwoWYP38+Vq1aBQ8PD8ybNw8HDhzAhQsXYGZmBgAYNWoUtm/fjtWrV8PKygqTJk3CvXv3EBERISVjz8K7sYiIKkZyWjZWH72GtSeu4+G/C5DamBpgmL8r3mrpihrG+hqOkKqysn5/qz1AOT8/H3FxccWSnbi4OCiV5buA3JQpU5CVlYXRo0cjNTUVLVq0wN69e6VEBwC++uor6OnpoX///sjKykJQUBBWr15d5kSHiIgqjoOFIaZ1q48x7WtjQ/hN/HI4Holp2fhy70V8F3oFA5o545027hzMTBVK7Z6dCRMmYPXq1fj444/RsmVLAMDx48exYMECDBkyBEuWLKmQQCsSe3aIiCpHXoESO84m4ceDV6VJCXVkwCvejni3XS341Kyh2QCpSqmwtbGUSiW+/PJLfP3110hKSgIAODo6Yty4cZg4cWKV7FFhskNEVLmEEDh8+S5WHLyKQ5fuSuVt6thgdPvaaFXLmouP0jNVykKgRfPTVPUEgckOEZHmxCamY+Whq9h6JhEF/96x5etSA6MD6yCIMzNTKbjquRqY7BARad7N+5lYeegq1offRG5+4RjQevZmGN2+Nrp7O0JPV+OT/pOWqbBk5/bt25g0aRJCQkKQkpKCJ19eFRfgZLJDRKQ9Uh5m45fD1/D78evS8hMuVsZ4L6AWXmtSk7etk6TCkp1u3brhxo0b+OCDD+Do6Fjsmmrv3r2fL2INYrJDRKR90rLy8Nuxa/jlyDXcf5QLALAzM8DItrUwsIULTAw0uuIRaYEKS3bMzMxw6NAhNG7c+EVj1BpMdoiItFdmbj7Wn7yJlYeuIiktGwBgYSTH263d8HZrd1gYyTUcIWlKha167uzsXOzSFRERUUUx1tfD8DbuCJvcHote84G7jQnSsvKwdN8ltFmwH0uCLyItM0/TYZIWU7tnZ+/evVi8eDF+/PFHuLm5VVBYlYs9O0REVUeBUmBndBKW7b+MC7cfAgDMDPTwdms3DG/jzlmZXyIVdhnL0tISmZmZyM/Ph7GxMeRy1e7D+/fvP1/EGsRkh4io6lEqBXafS8Y3IZdwPrkw6TE10MMwfzeMaMuk52VQYcnOmjVrSt0+dOhQdZrTCkx2iIiqLqVSYG9sMpbuU016hvq7YkSbWrA0YdJTXXGeHTUw2SEiqvoKk57b+DrkkrQUhYm+Lob6u2FE21qwYtJT7VRYsnPjxo1St7u4uKjTnFZgskNEVH0olQLBcbfx9b5LiH0s6Rnexh0j2tbi3VvVSIUlOzo6OqWuV8JJBYmISBsIIRD8b0/PucTCpMfCSI73AmphmL8bjPU5T09VV2HJzpkzZ1Se5+XlITIyEkuWLMHnn3+Ovn37Pl/EGsRkh4io+hJCYM+5ZCzeexGXUjIAADamBvigfW282cIFBnqckbmqqvQxOzt27MAXX3yBAwcOlEdzlYrJDhFR9VegFPgn6haW7ruEG/czAQBONYwwLsgDfZs4ce2tKqjSk51Lly6hcePGePToUXk0V6mY7BARvTxy85X489RNfLv/Em6n5wAAatmY4KNOddHd25GrrFchFZbspKenqzwXQiApKQmzZs3C+fPnERUV9VwBaxKTHSKil092XgF+P34d34VeRuq/MzA3cDTH9G710a6urYajo7Ko1AHKQgg4Oztj/fr1aNWq1fNFrEFMdoiIXl4ZOfn45XA8Vh68iof/rrLe1sMG07rVR0OFhYajo9JUWLITFham8lxHRwe2traoU6cO9PSq5sh2JjtERJT6KBfLQi/j12PXkFcgIJMBrzZ2woTOdVHT0ljT4VEJOKmgGpjsEBFRkRv3MvHl3gvYeiYRAKCvp4O3/d0wun0dztGjZSo02bly5QqWLl2KuLg4yGQyNGjQAOPGjUPt2rVfKGhNYbJDRERPOpvwAPN2xuH41cI1H2sYy/FB+zoY3MqVt6tribJ+f6t9n92ePXvg6emJkydPwsfHB15eXjhx4gQaNmyI4ODgFwqaiIhIW/jUrIE/RrbEqmHNUNfeFA8y8zB3RxyCFodhZ3QSeGGk6lC7Z8fX1xddunTBggULVMqnTZuGvXv34vTp0+UaYGVgzw4REZWmQCnwd8RNLAm+KN2u3sLdCp/19OQgZg2qsMtYhoaGiI6OhoeHh0r5xYsX4ePjg+zs7OeLWIOY7BARUVlk5ubjx7Cr+CHsCnLylZDJgDeauWBS57qwNjXQdHgvnQq7jGVra1viXDpRUVGws7NTtzkiIqIqw1hfDx91qov9kwLRs5ECQgB/nLyBwC8P4KdDV5Gbr9R0iFQCte8VHzlyJN59911cvXoV/v7+kMlkOHz4MBYuXIiJEydWRIxERERaxamGEb590xeDW7pizvZziLmVjrk74rDuxA3M6OGJ9vX5x782UfsylhACS5cuxeLFi5GYWHhbnkKhwOTJk/Hhhx+WuiK6tuJlLCIiel4FSoGNEQlYtOc87mbkAgAC69liVs+GcLMx0XB01VuFjNnJz8/H2rVr0aVLFzg4OODhw4cAADMzsxePWIOY7BAR0Yt6mJ2HZfsv45cj8cgrENDX08GogNoYFVgbhnLeql4RKmyAsrGxMeLi4uDq6vrCQWoLJjtERFRert7JwMyt53Do0l0AgIuVMWb3boj29Xhpq7xV2ADlFi1aIDIy8oWCIyIiqq5q2Zri1+HN8d3AJnAwN8SN+5l4e1U43vvtFG49yNJ0eC8ltQcojx49GhMnTkRCQgL8/PxgYqJ6PdLHx6fcgiMiIqqKZDIZuvs4IqCeLb7edxG/HLmGPedu4+DFu/gwyAMj2rpDrqt2fwM9p+da9bxYIzIZhBCQyWQoKCgot+AqCy9jERFRRTqfnI4ZW2IQfi0VAFDfwQwLX/NBI+camg2siquwMTvXr18vdXtVHMvDZIeIiCqaEAIbT9/C5ztikZqZBx0Z8HZrd0zsXBfG+mpfaCFw1XO1MNkhIqLKci8jB3N3xGFz5C0AQE1LI8x71Rvt6tpqOLKqp8KSna1bt5bckEwGQ0ND1KlTB+7u7upFq2FMdoiIqLIduJCCTzbHSIOW+zZxwozunrA00ddwZFVHhSU7Ojo60hgdlYYeG7fTpk0bbNmyBZaWls8XfSVjskNERJrwKCcfX+69gNVHr0EIwNpEH//r44VXvB01HVqVUGG3ngcHB6NZs2YIDg5GWloa0tLSEBwcjObNm2P79u04ePAg7t27h0mTJr3QARAREVV3JgZ6mNmzITaN8kc9ezPce5SL0WtPY9z6SDzIzNV0eNWG2j07Xl5eWLFiBfz9/VXKjxw5gnfffRfnzp3Dvn37MHz4cNy4caNcg60o7NkhIiJNy81X4puQS1h+4DKUArAzM8DC13y4zlYpKqxn58qVKyU2aG5ujqtXrwIAPDw8cPfuXXWbJiIiemnp6+lgUpd62DjKH7VsTZDyMAdvrw7HtI1n8TA7T9PhVWlqJzt+fn6YPHky7ty5I5XduXMHU6ZMQbNmzQAAly5dQs2aNcsvSiIiopeEr4sldn7YFu+0cYdMBqwPv4muSw/h2JV7mg6tylI72fn5558RHx+PmjVrok6dOvDw8EDNmjVx7do1/PTTTwCAjIwMzJgxo9yDJSIiehkYynUxo4cn/hjZEjUtjXDrQRYG/nQci3afR16BUtPhVTnPNc+OEAJ79uzBxYsXIYRA/fr10alTpxJnV64KOGaHiIi0VUZOPuZuj8X68JsAgMbONfDNG75wsTbWcGSax0kF1cBkh4iItN3O6CRM23gW6dn5MDXQw+eveqF3YydNh6VRFTZAmYiIiCrfK96O2DW+HZq5WSIjJx/j1kdh4p9nkJGTr+nQtB6THSIioirCqYYR/hjZEuOCPKAjAzaeTkCPbw4hNjFd06FpNY0mO99//z18fHxgbm4Oc3NztGrVCrt27ZK2CyEwa9YsKBQKGBkZITAwEOfOnVNpIycnB2PHjoWNjQ1MTEzQq1cvJCQkVPahEBERVQo9XR181Kku1r/bCgoLQ1y7l4lXlx/B3xH87nsajSY7NWvWxIIFC3Dq1CmcOnUKHTp0QO/evaWEZtGiRViyZAmWLVuG8PBwODg4oFOnTnj48KHUxvjx47F582asX78ehw8fRkZGBnr06IGCggJNHRYREVGFa+5uhR0ftkVAXVvk5Csx6a8zmL4pGtl5/P570nMNUL5y5QpWrVqFK1eu4Ouvv4adnR12794NZ2dnNGzY8IUCsrKywhdffIHhw4dDoVBg/PjxmDp1KoDCXhx7e3ssXLgQ7733HtLS0mBra4vffvsNAwYMAAAkJibC2dkZO3fuRJcuXcq0Tw5QJiKiqkqpFPh2/2UsDbkIIQAvJ3N8P8gPzlbV/26tChugHBYWBm9vb5w4cQKbNm1CRkYGAODs2bOYOXPmcwdcUFCA9evX49GjR2jVqhXi4+ORnJyMzp07S3UMDAwQEBCAo0ePAgAiIiKQl5enUkehUMDLy0uqQ0REVJ3p6MgwrqMHVr/dHJbGcsTcSkePbw/j0KU7z37xS0LtZGfatGmYO3cugoODoa//3zL07du3x7Fjx9QOIDo6GqampjAwMMD777+PzZs3w9PTE8nJyQAAe3t7lfr29vbStuTkZOjr6xdbXf3xOiXJyclBenq6yoOIiKgqC6hri+0ftkUj5xpIy8rDsFXhWHUkHpxh5jmSnejoaLz66qvFym1tbXHvnvpTWderVw9RUVE4fvw4Ro0ahaFDhyI2NlbaLpPJVOoLIYqVPelZdebPnw8LCwvp4ezsrHbcRERE2saphhE2vNsSfZs4oUApMHtbLD7eHI3c/Jd71mW1k50aNWogKSmpWHlkZCScnNSf3EhfXx916tRB06ZNMX/+fDRq1Ahff/01HBwcAKBYD01KSorU2+Pg4IDc3FykpqY+tU5Jpk+fjrS0NOlx8+ZNteMmIiLSRoZyXSzu1wgfv1IfMhnwx8mbeOunE7iXkaPp0DRG7WRn4MCBmDp1KpKTkyGTyaBUKnHkyBFMmjQJQ4YMeeGAhBDIycmBu7s7HBwcEBwcLG3Lzc1FWFgY/P39ARQuSiqXy1XqJCUlISYmRqpTEgMDA+l296IHERFRdSGTyfBuu9r4ZWgzmBno4eS1++j93RFcTsnQdGgaoXay8/nnn8PFxQVOTk7IyMiAp6cn2rVrB39/f3z66adqtfXxxx/j0KFDuHbtGqKjo/HJJ5/gwIEDGDRoEGQyGcaPH4958+Zh8+bNiImJwbBhw2BsbIyBAwcCACwsLPDOO+9g4sSJCAkJQWRkJN566y14e3ujY8eO6h4aERFRtdK+vh02j/GHq7UxElKz8PoPR3Hq2n1Nh1XpnnttrCtXriAyMhJKpRK+vr7w8PBQu4133nkHISEhSEpKgoWFBXx8fDB16lR06tQJQGEvz+zZs/Hjjz8iNTUVLVq0wHfffQcvLy+pjezsbEyePBnr1q1DVlYWgoKCsHz5crXG4fDWcyIiqs7uZeRg+JpTOHPzAfT1dPD1gMbo5u2o6bBeWIUtBBoWFoaAgIAXDlCbMNkhIqLqLiu3AGP/OI19cSmQyYDPenji7dbumg7rhVTYPDudOnWCi4sLpk2bhpiYmBcKkoiIiCqHkb4ufnjLD2+1dIEQwOxtsfhiz/mX4tZ0tZOdxMRETJkyBYcOHYKPjw98fHywaNEirkdFRESk5fR0dfC/3l6Y3KUeAOC70CuYvS222ic8zz1mBwDi4+Oxbt06/PHHHzh//jzatWuH/fv3l2d8lYKXsYiI6GXz2/HrmLGl8ArNG82c8fmr3tDVKX0eO21TYWN2nlRQUIBdu3ZhxowZOHv2bJVcgJPJDhERvYz+jkjAlL/PQCmA3o0V+LJfI8h1NbpGuFoqbMxOkSNHjmD06NFwdHTEwIED0bBhQ2zfvv15myMiIqJK9rpfTXz7ZhPo6cjwT1Qixq+PQn5B9ZttWU/dF3z88cf4448/kJiYiI4dO2Lp0qXo06cPjI2r/+qqRERE1U13H0cYynUw6vfT2BGdBAM9HXzZrxF0qtglrdKonewcOHAAkyZNwoABA2BjY1MRMREREVElCmpgj2UDfTFq7WlsirwFA7ku5r3q9cy1KKuKFx6zUx1wzA4RERGw7Uwixq2PhFIAw/zdMLOnp1YnPGX9/la7ZwconD156dKliIuLg0wmQ4MGDTBu3DjUrl37uQMmIiIizerZSIHsvAJM/vssVh+9BktjfYzrqP4KCdpG7QHKe/bsgaenJ06ePAkfHx94eXnhxIkTaNiwocqCnERERFT19GvqjDm9GwIAvtp3EX9HVP159NS+jOXr64suXbpgwYIFKuXTpk3D3r17cfr06XINsDLwMhYREZGqhbvP4/sDV6CnI8Oqt5uhrYetpkMqpsJuPY+Li8M777xTrHz48OGIjY1VtzkiIiLSQpM710OvRgrkKwVG/X4asYnpmg7puamd7Nja2iIqKqpYeVRUFOzs7MojJiIiItIwHR0Zvujng5a1rJCRk48Ra8JxNyNH02E9F7UHKI8cORLvvvsurl69Cn9/f8hkMhw+fBgLFy7ExIkTKyJGIiIi0gADPV38OLgpXv3uCK7efYQxa0/j9xEtqtQsy8BzjNkRQmDp0qVYvHgxEhMTAQAKhQKTJ0/Ghx9+qNW3qD0Nx+wQERE93aXbD9HnuyN4lFuA4a3d8VlPT02HBKCS1sZ6+PAhAMDMzOx5m9AKTHaIiIhKtzsmCe//XngT0tdvNEbvxk4ajqgS1sZKSUlBVFQUzpw5gzt37jxvM0RERFQFdPVyxJj2hfPpfbI5BjfuZWo4orJTO9lJT0/H4MGDoVAoEBAQgHbt2kGhUOCtt95CWlpaRcRIREREWuCjjnXR1NUSGTn5GLs+EnlVZNFQtZOdESNG4MSJE9ixYwcePHiAtLQ0bN++HadOncLIkSMrIkYiIiLSAnq6Olj6RmOYG+rhzM0H+Cr4oqZDKhO1x+yYmJhgz549aNOmjUr5oUOH0LVrVzx69KhcA6wMHLNDRERUdjujkzB67WnoyIBNo1ujsXMNjcRRYWN2rK2tYWFhUazcwsIClpaW6jZHREREVcwr3o541dcJSgFM/fsscvO1+3KW2snOp59+igkTJiApKUkqS05OxuTJkzFjxoxyDY6IiIi004wenrA20ceF2w/x/YErmg6nVGW6jOXr66syf86lS5eQk5MDFxcXAMCNGzdgYGAADw8Pro1FRET0kth2JhFj/4iEXFeGPePboZataaXuv6zf32WaQblPnz7lFRcRERFVEz18HLHpdAJCL9zB5zvi8POwZpoOqUQvNKlgdcGeHSIioudz5U4Gunx1EPlKgV+HN0e7upW3OnqFTypIREREVNvWFENauQEA/rc9FvlaOPeO2slOQUEBvvzySzRv3hwODg6wsrJSeRAREdHLZVyQB2oYy3EpJQPbziZqOpxi1E52Zs+ejSVLlqB///5IS0vDhAkT0LdvX+jo6GDWrFkVECIRERFpMwtjOUa2rQUA+DbkMgqU2jVCRu1kZ+3atVi5ciUmTZoEPT09vPnmm/jpp5/w2Wef4fjx4xURIxEREWm5Ia1cUcNYjqt3H2HbGe3q3VE72UlOToa3tzcAwNTUVFoPq0ePHtixY0f5RkdERERVgpmhHCPauAMAvj9wBdp0/5PayU7NmjWlCQXr1KmDvXv3AgDCw8NhYGBQvtERERFRlTG4pRuM5Lq4cPshTsbf13Q4ErWTnVdffRUhISEAgHHjxmHGjBnw8PDAkCFDMHz48HIPkIiIiKoGC2M5+vgqAAC/Hruu4Wj+88Lz7Jw4cQJHjhxBnTp10KtXr/KKq1Jxnh0iIqLyEZuYjle+OQRdHRmOTesAO3PDCttXuc6gXJoWLVqgRYsWL9oMERERVQOeCnP4utRA5I0H2H42CcP/HcejSZxUkIiIiMpVr0aFl7K0Zc4dJjtERERUrrr7OEJHBkTeeICb9zM1HQ6THSIiIipfdmaGaO5euKpCSNxtDUfDZIeIiIgqQEBdOwDA4ct3NRzJcyQ7tWrVwr1794qVP3jwALVq1SqXoIiIiKhqa+thAwA4fvU+8jS8OKjayc61a9dQUFBQrDwnJwe3bt0ql6CIiIioavN0NIelsRwZOfmIvpWm0VjKfOv51q1bpf/v2bMHFhYW0vOCggKEhITAzc2tXIMjIiKiqklHR4bGzjUQeuEOYm6loYmLpcZiKXOy06dPHwCATCbD0KFDVbbJ5XK4ublh8eLF5RocERERVV0NFRYIvXAH526lazSOMic7SmXh9TZ3d3eEh4fDxsamwoIiIiKiqq+honBW45jEKnIZq0h8fHxFxEFERETVjIe9GQDg+j3NzrXzXMtFhISEICQkBCkpKVKPT5FffvmlXAIjIiKiqk1Ro3BdrIycfKRn58HcUK6RONS+G2v27Nno3LkzQkJCcPfuXaSmpqo81DF//nw0a9YMZmZmsLOzQ58+fXDhwgWVOkIIzJo1CwqFAkZGRggMDMS5c+dU6uTk5GDs2LGwsbGBiYkJevXqhYSEBHUPjYiIiMqRsb4eahgXJjiJD7I0FofaPTs//PADVq9ejcGDB7/wzsPCwjBmzBg0a9YM+fn5+OSTT9C5c2fExsbCxMQEALBo0SIsWbIEq1evRt26dTF37lx06tQJFy5cgJlZYffY+PHjsW3bNqxfvx7W1taYOHEievTogYiICOjq6r5wnERERPR8HMwN8SAzDynpOajvoJkY1E52cnNz4e/vXy473717t8rzVatWwc7ODhEREWjXrh2EEFi6dCk++eQT9O3bFwCwZs0a2NvbY926dXjvvfeQlpaGn3/+Gb/99hs6duwIAPj999/h7OyMffv2oUuXLuUSKxEREanPWL+w0yErr/gcfZVF7ctYI0aMwLp16yoiFqSlFY7WtrIqXE8jPj4eycnJ6Ny5s1THwMAAAQEBOHr0KAAgIiICeXl5KnUUCgW8vLykOkRERKQZRv8mO9kaTHbK1LMzYcIE6f9KpRIrVqzAvn374OPjA7lcdbDRkiVLnisQIQQmTJiANm3awMvLCwCQnJwMALC3t1epa29vj+vXr0t19PX1YWlpWaxO0euflJOTg5ycHOl5erpm7/8nIiKqrgz1qkiyExkZqfK8cePGAICYmBiVcplM9tyBfPDBBzh79iwOHz5cbNuT7Qohnrmv0urMnz8fs2fPfu5YiYiIqGzylQIAoKejubXHy5TshIaGVmgQY8eOxdatW3Hw4EHUrFlTKndwKBzJlJycDEdHR6k8JSVF6u1xcHBAbm4uUlNTVXp3UlJSnjq2aPr06Sq9Venp6XB2di7XYyIiIqL/xuoUXc7SBM2lWSjsffnggw+wadMm7N+/H+7u7irb3d3d4eDggODgYKksNzcXYWFhUiLj5+cHuVyuUicpKQkxMTFPTXYMDAxgbm6u8iAiIqLyV3T5ykiuuWRH7buxXn311RIvD8lkMhgaGqJOnToYOHAg6tWr98y2xowZg3Xr1uGff/6BmZmZNMbGwsICRkZGkMlkGD9+PObNmwcPDw94eHhg3rx5MDY2xsCBA6W677zzDiZOnAhra2tYWVlh0qRJ8Pb2lu7OIiIiIs24/ygXAGBu9FzzGJcLtXt2LCwssH//fpw+fVpKeiIjI7F//37k5+djw4YNaNSoEY4cOfLMtr7//nukpaUhMDAQjo6O0mPDhg1SnSlTpmD8+PEYPXo0mjZtilu3bmHv3r3SHDsA8NVXX6FPnz7o378/WrduDWNjY2zbto1z7BAREWlQgVLgdno2AMDRwkhjcciEEEKdF0ybNg3p6elYtmwZdP4dbKRUKjFu3DiYmZnh888/x/vvv49z586VONhYG6Wnp8PCwgJpaWm8pEVERFRObqdno8W8EOjIgItzu0FPt3xHz5T1+1vtvf78888YP368lOgAgI6ODsaOHYsVK1ZAJpPhgw8+KHanFhEREb1cbtwvXADUwdyw3BMddai95/z8fJw/f75Y+fnz51FQUDgIydDQ8IVuQyciIqKq79ytwsmC6ztq9qqJ2qOFBg8ejHfeeQcff/wxmjVrBplMhpMnT2LevHkYMmQIgMI1rxo2bFjuwRIREVHVcS6xcNJeL0UVS3a++uor2NvbY9GiRbh9+zaAwtmKP/roI0ydOhUA0LlzZ3Tt2rV8IyUiIqIqJebfZMdTYaHRONQeoPy4omUWqvqgXg5QJiIiKl/3H+XCb24whABOfhIEOzPDct9HWb+/X+imdyYGREREVJKjV+5CCKC+g1mFJDrqKFOy06RJE4SEhMDS0hK+vr6lDj4+ffp0uQVHREREVdPhS3cBAK3r2Gg4kjImO71794aBgQEAoE+fPhUZDxEREVVx+QVK7IsrHNfbrq6thqN5wTE71QXH7BAREZWfw5fu4q2fT8DSWI6Tn3SEvILm2KmwSQUB4MGDB/jpp58wffp03L9/H0Dh5atbt249X7RERERUbWw9U5gPdPN2rLBERx1qD1A+e/YsOnbsCAsLC1y7dg0jR46ElZUVNm/ejOvXr+PXX3+tiDiJiIioCniUk49d0YULe/fwcdRwNIXUTrcmTJiAYcOG4dKlSzA0/G90dbdu3XDw4MFyDY6IiIiqli1Rt/AwJx+u1sZo6W6t6XAAPEeyEx4ejvfee69YuZOTE5KTk8slKCIiIqp6hBD47dh1AMDglq7Q0dGOpaPUTnYMDQ2lyQQfd+HCBdjaan7ENREREWnGsav3cD75IYzkuujn56zpcCRqJzu9e/fGnDlzkJeXBwCQyWS4ceMGpk2bhtdee63cAyQiIqKq4duQywCA1/1qwsJYruFo/qN2svPll1/izp07sLOzQ1ZWFgICAlCnTh2YmZnh888/r4gYiYiISMuduHoPx67eg1xXhvcDa2s6HBVq341lbm6Ow4cPY//+/Th9+jSUSiWaNGmCjh07VkR8REREVAV8HXIJANCvqTOcahhpOBpVz702VocOHdChQ4fyjIWIiIiqoNDzKTh6pbBXZ7SW9eoAz5nshISEICQkBCkpKVAqlSrbfvnll3IJjIiIiLRfXoES/9sRCwB4u7U7aloaazii4tROdmbPno05c+agadOmcHR0LHVRUCIiIqrefjt2HVfvPIK1iT4+6FBH0+GUSO1k54cffsDq1asxePDgioiHiIiIqojb6dn4at9FAMCkLvVgbqg9d2A9Tu27sXJzc+Hv718RsRAREVEVIYTAp1ti8DA7H41qWqB/U+2ZV+dJaic7I0aMwLp16yoiFiIiIqoidkYnIzj2NuS6Mix6vRF0tWS25JKU6TLWhAkTpP8rlUqsWLEC+/btg4+PD+Ry1S6rJUuWlG+EREREpFXuZuRg5tYYAMDowDqo52Cm4YhKV6ZkJzIyUuV548aNAQAxMTEq5RysTEREVL0JITD5rzO4m5GLevZmGN1e+241f1KZkp3Q0NCKjoOIiIiqgFVHriH0wh3o6+ng6zcbw0BPV9MhPZPaY3aIiIjo5XQuMQ0Ldp0HAHzavQHqO5hrOKKyYbJDREREz/QgMxfv/x6B3AIlOjawx+CWrpoOqcyY7BAREVGpCpQCY/+IxM37WXC2MsKX/Xyq1DhdJjtERERUqi/3XsChS3dhJNfFisFNUcNYX9MhqYXJDhERET3VptMJ+P7AFQDAwtd90MCxaozTeRyTHSIiIirRkct3MeXvswCAUYG10auRQsMRPR8mO0RERFTM+eR0vP9bBPKVAj0bKTC5cz1Nh/TcmOwQERGRiqS0LAz7JRwPc/LR3N0KX/bzgY4WLwfxLEx2iIiISHI3IweDfz6J5PRs1LEzxcrBTavExIGlYbJDREREAArn0hn880lcTsmAo4UhVg1rBgtj+bNfqOWY7BAREREeZudh6C8nEZeUDhtTA6wd0QLOVsaaDqtcMNkhIiJ6yWXm5mP46nCcSUiDpbEca0e0QC1bU02HVW7KtBAoERERVU/p2XkYviocp66nwsxQD7+90wL1HMw0HVa5YrJDRET0kkp9lIuhq07ibEIazAz18Ovw5vBystB0WOWOyQ4REdFLKOVhNgb/dBIXbj+ElYl+tU10ACY7REREL53EB1l466cTuHr3EezMCgcje9hXr0tXj2OyQ0RE9BKJS0rH26vCkZyeDacaRlg3sgVcrU00HVaFYrJDRET0kjh6+S7e+y0CD3Py4WFnitXDm8OphpGmw6pwTHaIiIheAlsib2Hy32eQVyDQ3N0KKwc3rRYTBpYFkx0iIqJqTAiB78OuYNHuCwCA7j6OWNK/UZVfAkIdGp1U8ODBg+jZsycUCgVkMhm2bNmisl0IgVmzZkGhUMDIyAiBgYE4d+6cSp2cnByMHTsWNjY2MDExQa9evZCQkFCJR0FERKSdsvMKMPHPM1KiM7KtO759w/elSnQADSc7jx49QqNGjbBs2bISty9atAhLlizBsmXLEB4eDgcHB3Tq1AkPHz6U6owfPx6bN2/G+vXrcfjwYWRkZKBHjx4oKCiorMMgIiLSOinp2XhjxXFsirwFXR0ZZvdqiE+6e1bp1cufl0wIITQdBADIZDJs3rwZffr0AVDYq6NQKDB+/HhMnToVQGEvjr29PRYuXIj33nsPaWlpsLW1xW+//YYBAwYAABITE+Hs7IydO3eiS5cuZdp3eno6LCwskJaWBnNz8wo5PiIiosoSnZCGkb+eQnJ6NiyM5Fg+qAla17HRdFjlrqzf31q7NlZ8fDySk5PRuXNnqczAwAABAQE4evQoACAiIgJ5eXkqdRQKBby8vKQ6JcnJyUF6errKg4iIqDr4J+oW+v14FMnp2ahjZ4p/xrSulomOOrQ22UlOTgYA2Nvbq5Tb29tL25KTk6Gvrw9LS8un1inJ/PnzYWFhIT2cnZ3LOXoiIqLKlZuvxMx/YjBufRSy85RoX88Wm0b7w82mes+hUxZam+wUkclUry0KIYqVPelZdaZPn460tDTpcfPmzXKJlYiISBNuPchC/x+PYc2x6wCAMe1r46ehzWBu+HLcWv4sWnvruYODA4DC3htHR0epPCUlRertcXBwQG5uLlJTU1V6d1JSUuDv7//Utg0MDGBgYFBBkRMREVWegxfvYNz6SKRm5sHcUA9fDWiMoAb2z37hS0Rre3bc3d3h4OCA4OBgqSw3NxdhYWFSIuPn5we5XK5SJykpCTExMaUmO0RERFWdUimwdN9FDF11EqmZefByMseOD9sy0SmBRnt2MjIycPnyZel5fHw8oqKiYGVlBRcXF4wfPx7z5s2Dh4cHPDw8MG/ePBgbG2PgwIEAAAsLC7zzzjuYOHEirK2tYWVlhUmTJsHb2xsdO3bU1GERERFVqNvp2ZjwZxSOXL4HAHizuQtm9vSEofzlmj+nrDSa7Jw6dQrt27eXnk+YMAEAMHToUKxevRpTpkxBVlYWRo8ejdTUVLRo0QJ79+6Fmdl/K7N+9dVX0NPTQ//+/ZGVlYWgoCCsXr0aurp8w4mIqPrZey4ZUzeeRWpmHozkuvhfHy+87ldT02FpNa2ZZ0eTOM8OERFpu6zcAny+Mxa/H78BAGioMMc3b/qitq2phiPTnLJ+f2vtAGUiIiIqFJeUjg//iMSllAwAwLvtamFi57ov3bIPz4vJDhERkZZSKgVWHb2GhbvPIzdfCVszAyzp3whtPWw1HVqVwmSHiIhIC924l4lJf5/Byfj7AICg+nZY9LoPrE05dYq6mOwQERFpEaVSYO3JG5i/Mw6ZuQUw1tfFx680wKAWLs+cVJdKxmSHiIhIS9x6kIUpf5+Rbilv4W6FL/s1grOVsYYjq9qY7BAREWmYEAJ/nrqJ/22PQ0ZOPgzlOpjatT6GtnKDjg57c14Ukx0iIiINunEvE59sicahS3cBAE1cauDLfo1Q6yW+pby8MdkhIiLSgPwCJX4+HI+v9l1Edp4S+no6mNipLka0rQVd9uaUKyY7RERElSzmVhqmbjyLc4npAIBWtawxr6833G1MNBxZ9cRkh4iIqJJk5Rbgq30X8dOhq1AKwMJIjk+6N0A/v5q806oCMdkhIiKqBKEXUvDZPzG4eT8LANDDxxEzezaErRnnzaloTHaIiIgqUEJqJuZsi8Xe2NsAAIWFIea+6oUO9e01HNnLg8kOERFRBcjJL8BPh+Lx7f5LyM5TQldHhrf93TC+U12YGvDrtzLxbBMREZWzsIt3MGvrOcTffQSgcHLAOb29UM/BTMORvZyY7BAREZWTWw+yMHd7LHbFJAMAbM0M8Gn3BujVSMEByBrEZIeIiOgFZecV4OfD8Vi2/zKy8gqgqyPDMH83jO/oATNDuabDe+kx2SEiInpOQgjsjE7G/F1xSEgtvMuquZsV5vRpiPoO5hqOjoow2SEiInoO0QlpmLP9HMKvpQIAHMwNMa1bffRuzEtW2obJDhERkRpup2fjiz0XsPF0AoQADOU6eD+gNt5tVwvG+vxa1UZ8V4iIiMogO68AKw9exfdhV5CZWwAAeNXXCVO61oOjhZGGo6PSMNkhIiIqhVIpsO1sIhbtvoBbDwrH5fi61MBnPTzh62Kp4eioLJjsEBERPcWhS3ewYNd5acFOhYUhpr3SAD19HDkupwphskNERPSEmFtpWLj7PA5dugsAMDXQw/sBtfBOm1ow0tfVcHSkLiY7RERE/7pxLxOLgy/gn6hEAIBcV4a3WrpibAcPWJnoazg6el5MdoiI6KV3LyMH3+6/jLUnriOvQAAA+jRWYGLnenC2MtZwdPSimOwQEdFLKyMnH6sOx+PHg1eRkZMPAGjrYYOpXevDy8lCw9FReWGyQ0REL53svAL8duw6vg+7gvuPcgEADRXmmN6tAdp42Gg4OipvTHaIiOilkZNfgD/Db+Lb/ZeR8jAHAOBmbYyPOtVFTx8FdHR4h1V1xGSHiIiqvfwCJTadvoWvQy5Jc+U41TDCuCAP9G3iBD1dHQ1HSBWJyQ4REVVbBUqB7WcTsXTfJcTffQQAsDMzwNgOddC/mTMM9Hgb+cuAyQ4REVU7SqXAnnPJ+GrfRVy8nQEAsDLRx6iA2nirpSvnynnJMNkhIqJqo0ApsCsmCd+GXMaF2w8BAGaGenivXS0Ma+0OUwN+7b2M+K4TEVGVV3S56tv9l3E5pbAnx8xAD8Nau2FEm1qwMJZrOELSJCY7RERUZeUXKLH1TCKW7b+Mq/+OyTE31MPwNu5429+dSQ4BYLJDRERVUF6BEpsjb+G70Mu4fi8TAFDDWI4RbdwxxN8N5oZMcug/THaIiKjKyM1XYuPpBHwXehkJqYW3kFuZ6GNEW3cMaeXGMTlUIn4qiIhI62XlFmBD+A2sPBQvzZNjY6qPd9vVwqAWrjBhkkOl4KeDiIi0VlpmHn49dg2rjl6TlnWwNTPA+wG1MbC5C28hpzJhskNERFonJT0bPx2Ox9rj1/EotwAA4GxlhHfb1UY/v5owlDPJobJjskNERFrj2t1H+PHgVWyMSEBugRIAUN/BDKMCa6O7tyOXdaDnwmSHiIg07lxiGr4/cAU7o5OgFIVlfq6WGB1YGx3q20Em4wKd9PyY7BARkUYIIXAy/j6+D7uCAxfuSOXt69liVGAdNHe30mB0VJ0w2SEiokqVX6DE7nPJWHnwKs4kpAEAdGRAdx8FRgXUhqfCXMMRUnXDZIeIiCpFRk4+/gy/iV+OxEtz5Ojr6eC1JjXxXrtacLMx0XCEVF0x2SEiogqVnJaN1UevYd2J60jPzgdQOBHg4JauGNzKFTamBhqOkKq7apPsLF++HF988QWSkpLQsGFDLF26FG3bttV0WEREL624pHSsPHQV284kIq+gcNSxu40J3mnjjtea1OQcOVRpqkWys2HDBowfPx7Lly9H69at8eOPP6Jbt26IjY2Fi4uLpsMjInppCCFw6NJdrDx0FYcu3ZXKm7tZYURbd3RsYA8dHd5ZRZVLJoQQmg7iRbVo0QJNmjTB999/L5U1aNAAffr0wfz585/5+vT0dFhYWCAtLQ3m5hwYR0Skrtx8JbadScTKQ1dxPvkhgMJBx928HTGybS00dq6h2QCpWirr93eV79nJzc1FREQEpk2bplLeuXNnHD16tMTX5OTkICcnR3qenp5eoTESEVVnD7Pz0GnJQSSnZwMAjPV10b+pM95p4w5nK2MNR0dUDZKdu3fvoqCgAPb29irl9vb2SE5OLvE18+fPx+zZsysjPCKias/MUA5PhTmUQmBYazcMau4KC2O5psMiklT5ZKfIk7NrCiGeOuPm9OnTMWHCBOl5eno6nJ2dKzQ+IqLqbEFfb9Qw1oe+HpdzIO1T5ZMdGxsb6OrqFuvFSUlJKdbbU8TAwAAGBrzVkYiovNiZG2o6BKKnqvIpuL6+Pvz8/BAcHKxSHhwcDH9/fw1FRURERNqiyvfsAMCECRMwePBgNG3aFK1atcKKFStw48YNvP/++5oOjYiIiDSsWiQ7AwYMwL179zBnzhwkJSXBy8sLO3fuhKurq6ZDIyIiIg2rFvPsvCjOs0NERFT1lPX7u8qP2SEiIiIqDZMdIiIiqtaY7BAREVG1xmSHiIiIqjUmO0RERFStMdkhIiKiao3JDhEREVVrTHaIiIioWmOyQ0RERNVatVgu4kUVTSKdnp6u4UiIiIiorIq+t5+1GASTHQAPHz4EADg7O2s4EiIiIlLXw4cPYWFh8dTtXBsLgFKpRGJiIszMzCCTyTQdTrWQnp4OZ2dn3Lx5k+uNVTKee83hudcsnn/N0dS5F0Lg4cOHUCgU0NF5+sgc9uwA0NHRQc2aNTUdRrVkbm7OXzoawnOvOTz3msXzrzmaOPel9egU4QBlIiIiqtaY7BAREVG1xmSHKoSBgQFmzpwJAwMDTYfy0uG51xyee83i+dccbT/3HKBMRERE1Rp7doiIiKhaY7JDRERE1RqTHSIiIqrWmOwQERFRtcZkh7B8+XK4u7vD0NAQfn5+OHToUKn1w8LC4OfnB0NDQ9SqVQs//PBDsTobN26Ep6cnDAwM4Onpic2bN6u934yMDHzwwQeoWbMmjIyM0KBBA3z//fcvdrBaSFvP/+3btzFs2DAoFAoYGxuja9euuHTp0osdrJbRxLk/ePAgevbsCYVCAZlMhi1bthRrQwiBWbNmQaFQwMjICIGBgTh37twLHau20dZzv2nTJnTp0gU2NjaQyWSIiop6kcPUStp47vPy8jB16lR4e3vDxMQECoUCQ4YMQWJi4gsfLwBA0Ett/fr1Qi6Xi5UrV4rY2Fgxbtw4YWJiIq5fv15i/atXrwpjY2Mxbtw4ERsbK1auXCnkcrn4+++/pTpHjx4Vurq6Yt68eSIuLk7MmzdP6OnpiePHj6u13xEjRojatWuL0NBQER8fL3788Uehq6srtmzZUnEnpJJp6/lXKpWiZcuWom3btuLkyZPi/Pnz4t133xUuLi4iIyOjYk9KJdHUud+5c6f45JNPxMaNGwUAsXnz5mL7WrBggTAzMxMbN24U0dHRYsCAAcLR0VGkp6eX+3nQBG0+97/++quYPXu2WLlypQAgIiMjy/vwNUpbz/2DBw9Ex44dxYYNG8T58+fFsWPHRIsWLYSfn1+5HDeTnZdc8+bNxfvvv69SVr9+fTFt2rQS60+ZMkXUr19fpey9994TLVu2lJ73799fdO3aVaVOly5dxBtvvKHWfhs2bCjmzJmjUqdJkybi008/LcORVQ3aev4vXLggAIiYmBhpe35+vrCyshIrV65U4wi1l6bO/eNK+qWvVCqFg4ODWLBggVSWnZ0tLCwsxA8//PDM46oKtPXcPy4+Pr5aJjtV4dwXOXnypADw1ERMHbyM9RLLzc1FREQEOnfurFLeuXNnHD16tMTXHDt2rFj9Ll264NSpU8jLyyu1TlGbZd1vmzZtsHXrVty6dQtCCISGhuLixYvo0qXL8x2wltHm85+TkwMAMDQ0lLbr6upCX18fhw8fVvdQtY6mzn1ZxMfHIzk5WaUdAwMDBAQEqNWOttLmc1/dVbVzn5aWBplMhho1arxQOwDH7LzU7t69i4KCAtjb26uU29vbIzk5ucTXJCcnl1g/Pz8fd+/eLbVOUZtl3e8333wDT09P1KxZE/r6+ujatSuWL1+ONm3aPN8BaxltPv/169eHq6srpk+fjtTUVOTm5mLBggVITk5GUlLS8x+0ltDUuS+Lorov2o620uZzX91VpXOfnZ2NadOmYeDAgeWysCiTHYJMJlN5LoQoVvas+k+Wl6XNZ9X55ptvcPz4cWzduhURERFYvHgxRo8ejX379pXhqKoObTz/crkcGzduxMWLF2FlZQVjY2McOHAA3bp1g66ubhmPTPtp6txXRGxVjTaf++pO2899Xl4e3njjDSiVSixfvvy52niSXrm0QlWSjY0NdHV1i2XfKSkpxbL0Ig4ODiXW19PTg7W1dal1itosy36zsrLw8ccfY/PmzejevTsAwMfHB1FRUfjyyy/RsWPH5zxq7aHN5x8A/Pz8EBUVhbS0NOTm5sLW1hYtWrRA06ZNn++AtYimzn1ZODg4ACj8a9nR0fG529FW2nzuq7uqcO7z8vLQv39/xMfHY//+/eXSqwOwZ+elpq+vDz8/PwQHB6uUBwcHw9/fv8TXtGrVqlj9vXv3omnTppDL5aXWKWqzLPvNy8tDXl4edHRUP6K6urpQKpVqHql20ubz/zgLCwvY2tri0qVLOHXqFHr37q3egWohTZ37snB3d4eDg4NKO7m5uQgLC1OrHW2lzee+utP2c1+U6Fy6dAn79u2Tkqly8cJDnKlKK7oN8eeffxaxsbFi/PjxwsTERFy7dk0IIcS0adPE4MGDpfpFtyF+9NFHIjY2Vvz888/FbkM8cuSI0NXVFQsWLBBxcXFiwYIFT731+Wn7FUKIgIAA0bBhQxEaGiquXr0qVq1aJQwNDcXy5csr4cxUDm0+/3/++acIDQ0VV65cEVu2bBGurq6ib9++lXBWKoemzv3Dhw9FZGSkiIyMFADEkiVLRGRkpModJwsWLBAWFhZi06ZNIjo6Wrz55pvV8tZzbTz39+7dE5GRkWLHjh0CgFi/fr2IjIwUSUlJlXBmKp62nvu8vDzRq1cvUbNmTREVFSWSkpKkR05OzgsfN5MdEt99951wdXUV+vr6okmTJiIsLEzaNnToUBEQEKBS/8CBA8LX11fo6+sLNzc38f333xdr86+//hL16tUTcrlc1K9fX2zcuFGt/QohRFJSkhg2bJhQKBTC0NBQ1KtXTyxevFgolcryOXAtoa3n/+uvvxY1a9YUcrlcuLi4iE8//bRcfuloE02c+9DQUAGg2GPo0KFSHaVSKWbOnCkcHByEgYGBaNeunYiOji7XY9c0bT33q1atKrHOzJkzy/PwNUobz33Rrf4lPUJDQ1/4mGVC/DvSiIiIiKga4pgdIiIiqtaY7BAREVG1xmSHiIiIqjUmO0RERFStMdkhIiKiao3JDhEREVVrTHaIiIioWmOyQ0RV3rBhw9CnT59K2dfPP/+Mzp07a2Tf6rh06RLs7e1hbGyMI0eOPFcbOTk5cHFxQURERDlHR1S5mOwQUYWSyWTYsmVLubR17do1yGQyREVFqZR//fXXWL16dbnsozQ5OTn47LPPMGPGjAppf9asWXjjjTdeuJ3ExER07twZbdq0wTvvvIMePXogOjq6xP3Vr18fJiYmsLS0RMeOHXHixAlpu4GBASZNmoSpU6e+cExEmsRkh4g0Li8v74Veb2FhgRo1apRPMKXYuHEjTE1N0bZt2wppf+vWrS+80GpqaqqU6Pz555/49ttvMWrUKHTp0gVXr15VqVu3bl0sW7YM0dHROHz4MNzc3NC5c2fcuXNHqjNo0CAcOnQIcXFxLxQXkSYx2SHSUkqlEgsXLkSdOnVgYGAAFxcXfP7559L26OhodOjQAUZGRrC2tsa7776LjIwMaXvR5ZUvv/wSjo6OsLa2xpgxY1QSi5ycHEyZMgXOzs4wMDCAh4cHfv75Z2l7bGwsXnnlFZiamsLe3h6DBw/G3bt3pe2BgYH48MMPMWXKFFhZWcHBwQGzZs2Stru5uQEAXn31VchkMun5rFmz0LhxY/zyyy+oVasWDAwMIITA7t270aZNG9SoUQPW1tbo0aMHrly5IrXn7u4OAPD19YVMJkNgYKDKsT5+XB9++CHs7OxgaGiINm3aIDw8XNp+4MAByGQyhISEoGnTpjA2Noa/vz8uXLhQ6nuyfv169OrVq9Q6ERERsLOzU3mv5s6dCzs7O5iZmWHEiBGYNm0aGjdurPK6mzdvIiYmBt26dQNQ2CP2448/okePHjA2NkaDBg1w7NgxXL58GYGBgTAxMUGrVq1Uzk9mZiZeeeUVtGnTBmvWrIGuri4AYN68eRgzZgw6d+6M5ORkqf7AgQPRsWNH1KpVCw0bNsSSJUuQnp6Os2fPSnWsra3h7++PP/74o9TjJtJqL7y6FhFViClTpghLS0uxevVqcfnyZXHo0CGxcuVKIYQQjx49EgqFQvTt21dER0eLkJAQ4e7urrKg4dChQ4W5ubl4//33RVxcnNi2bZswNjYWK1askOr0799fODs7i02bNokrV66Iffv2ifXr1wshhEhMTBQ2NjZi+vTpIi4uTpw+fVp06tRJtG/fXnp9QECAMDc3F7NmzRIXL14Ua9asETKZTOzdu1cIIURKSooAIFatWiWSkpJESkqKEEKImTNnChMTE9GlSxdx+vRpcebMGaFUKsXff/8tNm7cKC5evCgiIyNFz549hbe3tygoKBBCCHHy5EkBQOzbt08kJSWJe/fuScfau3dvKa4PP/xQKBQKsXPnTnHu3DkxdOhQYWlpKdUvWpSwRYsW4sCBA+LcuXOibdu2wt/fv9T3pEaNGtL5efw8F+07NDRUWFhYiOXLl0vbf//9d2FoaCh++eUXceHCBTF79mxhbm4uGjVqpNLOsmXLRFBQkPQcgHBychIbNmwQFy5cEH369BFubm6iQ4cOYvfu3SI2Nla0bNlSdO3atdSYyyonJ0d88cUXwsLCQty5c0dl25QpU0RgYGC57IdIE5jsEGmh9PR0YWBgICU3T1qxYoWwtLQUGRkZUtmOHTuEjo6OSE5OFkIUfgm7urqK/Px8qU6/fv3EgAEDhBBCXLhwQQAQwcHBJe5jxowZonPnziplN2/eFADEhQsXhBCFyU6bNm1U6jRr1kxMnTpVeg5AbN68WaXOzJkzhVwul5KfpylKlopW/C5aGTkyMlKl3uMJR0ZGhpDL5WLt2rXS9tzcXKFQKMSiRYuEEP8lO/v27ZPq7NixQwAQWVlZJcaSmpoqAIiDBw+WuO8tW7YIMzMzsW7dOpXtLVq0EGPGjFEpa926dbFkp1OnTuKbb76RngMQn376qfT82LFjAoD4+eefpbI//vhDGBoalhhvWW3btk2YmJgImUwmFAqFOHnyZLE6X3/9tXBzc3uh/RBpEi9jEWmhuLg45OTkICgo6KnbGzVqBBMTE6msdevWUCqVKpdiGjZsKF3KAABHR0ekpKQAAKKioqCrq4uAgIAS9xEREYHQ0FCYmppKj/r16wOAyqUTHx8fldc9vo/SuLq6wtbWVqXsypUrGDhwIGrVqgVzc3PpstWNGzee2d7jbeTl5aF169ZSmVwuR/PmzYuNO3k8dkdHRwB4auxZWVkAAENDw2LbTpw4gddeew1r1qzBm2++qbLtwoULaN68uUrZk8/T09MRFhZW7BLZ4/HZ29sDALy9vVXKsrOzkZ6eXmLMZdG+fXtERUXh6NGj6Nq1K/r371/sHBgZGSEzM/O590GkaXqaDoCIijMyMip1uxACMpmsxG2Pl8vl8mLblEplmfahVCrRs2dPLFy4sNi2osTgWfsozeOJWpGePXvC2dkZK1euhEKhgFKphJeXF3Jzc5/ZXhEhhBTHk+VPlj0ee9G2p8VubW0NmUyG1NTUYttq164Na2tr/PLLL+jevTv09fVVtpcUy+N27dqFBg0awNXV9ZnxqRNzWZiYmKBOnTqoU6cOWrZsKY3bmj59ulTn/v37xRJToqqEPTtEWsjDwwNGRkYICQkpcbunpyeioqLw6NEjqezIkSPQ0dFB3bp1y7QPb29vKJVKhIWFlbi9SZMmOHfuHNzc3KQvw6JHSYnK08jlchQUFDyz3r179xAXF4dPP/0UQUFBaNCgQbHEoiiJKK29OnXqQF9fH4cPH5bK8vLycOrUKTRo0KDMcT9JX18fnp6eiI2NLbbNxsYG+/fvx5UrVzBgwACVQeD16tXDyZMnVeqfOnVK5fk///zzzIHPlUUIgZycHJWymJgY+Pr6aigiohfHZIdICxkaGmLq1KmYMmUKfv31V1y5cgXHjx+X7pQaNGgQDA0NMXToUMTExCA0NBRjx47F4MGDpcsdz+Lm5oahQ4di+PDh2LJlC+Lj43HgwAH8+eefAIAxY8bg/v37ePPNN3Hy5ElcvXoVe/fuxfDhw8uUvDy+n5CQECQnJ5fYK1LE0tIS1tbWWLFiBS5fvoz9+/djwoQJKnXs7OxgZGSE3bt34/bt20hLSyvWjomJCUaNGoXJkydj9+7diI2NxciRI5GZmYl33nmnzHGXpEuXLipJ1JOx7d+/H+fPn8ebb76J/Px8AMDYsWPx888/Y82aNbh06RLmzp2Ls2fPSr0y+fn52LVr1wvfcq6uR48e4eOPP8bx48dx/fp1nD59GiNGjEBCQgL69eunUvfQoUMqEykSVTVMdoi01IwZMzBx4kR89tlnaNCgAQYMGCCNpTA2NsaePXtw//59NGvWDK+//jqCgoKwbNkytfbx/fff4/XXX8fo0aNRv359jBw5UuotUigUOHLkCAoKCtClSxd4eXlh3LhxsLCwgI5O2X91LF68GMHBwXB2di61d0BHRwfr169HREQEvLy88NFHH+GLL75QqaOnp4dvvvkGP/74IxQKxVMThAULFuC1117D4MGD0aRJE1y+fBl79uyBpaVlmeMuyciRI7Fz584SkywAcHBwwP79+xEdHY1BgwahoKAAgwYNwvTp0zFp0iQ0adIE8fHxGDZsmDT2JywsDKampvDz83uh2NSlq6uL8+fP47XXXkPdunXRo0cP3LlzB4cOHULDhg2leseOHUNaWtr/27Vj1ASiMAqjN7gJd2AjyJQuQKxsRGcZgq24A3uxt7C31TW4HGVASOoEAjFqhJdz6ilu+fHmz2Qy+dN98Ehv719/HgPwrbquU1XVp5uWWw0Gg7Tb7Wy328xms1yv16zX6weufJzpdJqqqrJYLF49BX7NgTLADVarVfb7/Y+/P5/P2Ww2GQ6HabVa2e12OR6PORwOSZJut5t+v/+suXdpmia9Xi/z+fzVU+AuXnYAnuhyuWQ0GuV0OqVpmnQ6nSyXy4zH41dPg39D7AAARXOgDAAUTewAAEUTOwBA0cQOAFA0sQMAFE3sAABFEzsAQNHEDgBQNLEDABTtA9p8+uFUFZqGAAAAAElFTkSuQmCC", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -149,19 +147,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ - "#Use this cell to write the python code for the equation with the reflection from the ground." + "# Use this cell to write the python code for the equation with the reflection from the ground.\n", + "# You can start by copying and pasting the code for without the reflection above. Then modify it." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "# Use this cell to modify the plot shown above to also show the concentration with the reflection." + ] }, { "cell_type": "code", @@ -201,7 +202,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.13" } }, "nbformat": 4, diff --git a/modules/lab3/.ipynb_checkpoints/lab3-2-checkpoint.ipynb b/modules/lab3/.ipynb_checkpoints/lab3-2-checkpoint.ipynb index e34c1a9..7e743ee 100644 --- a/modules/lab3/.ipynb_checkpoints/lab3-2-checkpoint.ipynb +++ b/modules/lab3/.ipynb_checkpoints/lab3-2-checkpoint.ipynb @@ -6,7 +6,7 @@ "metadata": {}, "source": [ "### Lab 3-2: Wind profiles\n", - "We typically have a measurement of wind at one height above the ground but need to estimate (a) the wind at the height of the smokestack plume or (b) the average wind speed within the mixing depth (to determine the dilution rate or ventilation coefficient)" + "We typically have a measurement of wind at one height above the ground but need to estimate (a) the wind at the height of the smokestack plume or (b) the average wind speed within the mixing depth (to determine the dilution rate or ventilation coefficient)." ] }, { @@ -52,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "f3cd9531-4c80-4a46-9283-8c70333a5a34", "metadata": {}, "outputs": [ @@ -251,7 +251,7 @@ "[5 rows x 24 columns]" ] }, - "execution_count": 2, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -263,35 +263,37 @@ "\n", "sonde_temp_profile = pd.read_csv('2022-01-10_radiosonde.csv')\n", "# take a look at what is included in the file\n", - "sonde_temp_profile.head()\n" + "sonde_temp_profile.head()\n", + "# Here, we are interested in the wind speed (wspd) in m/s.\n", + "# Note that the sounding also provides info on wind direction, where\n", + "# u_wind is the magnitude of winds moving from west to east, and \n", + "# v_wind is the magnitude of winds moving from south to north." ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "4fa598f8-4cc5-4a4c-af2a-2974870313dd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Text(0.5, 1.0, 'Winds with height')" + "Text(0.5, 1.0, 'Wind speed with height')" ] }, - "execution_count": 3, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -302,12 +304,12 @@ "plt.ylabel('altitude (m)')\n", "plt.xlabel('wind speed (m/s)')\n", "#plt.xlim(0,10000) \n", - "plt.title('Winds with height')" + "plt.title('Wind speed with height')" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 5, "id": "d727c917-1c44-4b93-9e68-bd978eb8eadd", "metadata": {}, "outputs": [ @@ -506,7 +508,7 @@ "[5 rows x 24 columns]" ] }, - "execution_count": 11, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -519,30 +521,28 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "id": "36d9dce0-a290-4c00-9ca0-39b5686aa0b1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 9, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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YsGABtra2ap0lS5YwevRodbXboEGDmDVrVtU3rpo52dtyJbeAvIJCrUMRQgjLVFgIe380Xrd5SttYhKbMah8kc5aRkYFer8dgMJjt/J7u/9rEiUtX+enlcO6t76l1OEIIYXmObYbvBoGjHiYcAnsnrSMSd+lOf3+bxRwkUTncnewByLqWr3EkQghhofZeH14LeUSSoxpOEiQr4uZoHDHNuJancSRCCGGBcq/Awd+N122GaBuL0JwkSFbE3cmYIGVKD5IQQlRc4krIuwK1G0BgR62jERqTBMmKFA2xSYIkhBB3YO8Pxj/bPA1ypFSNJwmSFSnuQZIhNiGEqJCMc3AsxnjderCmoQjzIAmSFfG4niBl5UgPkhBCVMi+/wEK1OsMng20jkaYAUmQrIibzEESQoiKU5Qbhtdk7yNhJAmSFSmegyRDbEIIUW7J8XDhb7BzgpYPax2NMBOSIFmRojlIGdKDJIQQ5Ve091GzgeCk1zYWYTYkQbIisopNCCEqqCAPEn4yXrd5WttYhFmRBMmKuKuTtGWITQghyuXIerh6CVx9oGEPraMRZkQSJCviIZO0hRCiYoomZ7ceDLaan98uzIgkSFbEzbF4iE3OIBZCiNu4ehmS1hivZfWaKEESJCtSNMRWUKiQnVegcTRCCGHmDiyDglzwDQG/VlpHI8yMJEhWxMXBFlsb4/b4WTLMJoQQt1a0ek16j0QZJEGyIjqdDjdHWeovhBC3dekonNkJOhtoJUeLiNIkQbIych6bEEKUQ1HvUaNe4O6rbSzCLEmCZGUc7Ix/pdfyCjWORAghzFRhIeyT4TVxa5IgWRFFUThvuAaAr4ejxtEIIYSZOrUN0k+Bo4dx92whyiAJkhXJuJbPlVzj6jV/vbPG0QghhJk6Em38M7g/2MvPSlE2SZCsyLn0bAA8XR1wdrDVOBohhDBTHvcY/7x6Uds4hFmTBMmKJBuMCVJALSeNIxFCCDNWL8z45+lYKJQ940TZJEGyImfTjfOPZHhNCCFuwacFOLhDbiakHtQ6GmGmJEGyIkVDbPfUkgRJCCFuysYW6nYwXp/arm0swmxJgmRFihIkGWITQojbUIfZdmobhzBbkiBZkWQZYhNCiPIJ7GT887T0IImySYJkRc6qPUiSIAkhxC3V7WA8ZiT9FGQkax2NMEOSIFmJgkKFlAxjD5LMQRJCiNtwdAfflsZr6UUSZZAEyUpcyMyhoFDBzkZHHXfZRVsIIW4rUOYhiZuTBMlKFA2v+Xo4YWuj0zgaIYSwAEUTtWUlmyiDJEhWQpb4CyFEBRVN1E7ZB7lXtY1FmB1JkKxE0S7a/rLEXwghykdfF9wDoDAfzsZpHY0wM5IgWYlz15f4ywo2IYQoJ50O6hUt99+hbSzC7EiCZCVkib8QQtwBdaK2JEjClOYJ0tmzZ3n22Wfx8vLCxcWFtm3bEhdX3NU5bNgwdDqdySssLMzkGTk5OYwaNQpvb29cXV0ZNGgQZ86cMamTlpZGZGQker0evV5PZGQk6enp1dHEaqEeVKuXITYhhCi3G3uQCgu1jUWYFU0TpLS0NLp06YK9vT1r1qzh4MGDfPrpp9SqVcukXv/+/UlOTlZfq1evNikfO3Ysy5YtY+nSpWzZsoWsrCwiIiIoKCg+pXnIkCHEx8cTFRVFVFQU8fHxREZGVkczq4UMsQkhxB3wDQF7F7hmgItJWkcjzIidlh/+8ccfExgYyPz589V79evXL1XP0dERPz+/Mp9hMBiYN28eixYtonfv3gAsXryYwMBA1q9fT79+/UhMTCQqKort27fTqZPx/xbmzp1LeHg4SUlJNG3atPIbV42ycwu4fCUXkARJCCEqxNYe7gmFE38al/v7NNc6ImEmNO1BWr58OR06dOCJJ57Ax8eHdu3aMXfu3FL1YmJi8PHxITg4mBEjRpCamqqWxcXFkZeXR9++fdV7AQEBhISEsHXrVgC2bduGXq9XkyOAsLAw9Hq9WqeknJwcMjIyTF7m6kJmDgD2tjrcHTXNeYUQwvLIwbWiDJomSMeOHeOrr76iSZMmrF27lpdffpnRo0fz3XffqXUGDBjAkiVL2LhxI59++imxsbH07NmTnBxjUpCSkoKDgwO1a9c2ebavry8pKSlqHR8fn1Kf7+Pjo9Ypafr06ep8Jb1eT2BgYGU1u9L5eDji7mRHXoHC9mOXtA5HCCEsizpRWzaMFMU0TZAKCwtp374906ZNo127drz00kuMGDGCr776Sq3z5JNPMnDgQEJCQnjwwQdZs2YNhw4dYtWqVbd8tqIo6HTFO0rfeH2zOjd6++23MRgM6uv06dN32Mqq52Rvy6A2AQD8HHfmNrWFEEKYqNsB0MHlY7BzLiiK1hEJM6BpguTv70+LFi1M7jVv3pxTp07d8j1BQUEcPnwYAD8/P3Jzc0lLSzOpl5qaiq+vr1rn/PnzpZ514cIFtU5Jjo6OeHh4mLzM2eOhdQFYvT+ZzGt5GkcjhBAWxLkWtB1ivF49ARY/BhnJmoYktKdpgtSlSxeSkkxXDRw6dIigoKCbvufSpUucPn0af39/AEJDQ7G3tyc6Olqtk5yczP79++ncuTMA4eHhGAwGdu4sHl/esWMHBoNBrWPp2gbWolEdV67lFbI6Qf7DFkKIChk0CwbMBDsnOLoBvgqHA8u0jkpoSNME6fXXX2f79u1MmzaNI0eO8P333zNnzhxeffVVALKyspgwYQLbtm3jxIkTxMTE8OCDD+Lt7c0jjzwCgF6vZ/jw4YwfP54NGzawZ88enn32WVq1aqWuamvevDn9+/dnxIgRbN++ne3btzNixAgiIiIsfgVbEZ1Ox+OhxnlSMswmhBAVZGMDnV6Cl/4A/7aQnQY/DYNfR0J2usbBCS1omiDde++9LFu2jB9++IGQkBA+/PBDvvjiC5555hkAbG1tSUhI4KGHHiI4OJihQ4cSHBzMtm3bcHd3V5/z+eef8/DDDzN48GC6dOmCi4sLK1aswNbWVq2zZMkSWrVqRd++fenbty+tW7dm0aJF1d7mqvRIu3uw0UHsiTROXLyidThCCGF56jSFF9fD/RNBZwP7foSvusDxP7SOTFQznaLIbLTyyMjIQK/XYzAYzHo+0tBvd7L50AVG9WzM+L7W0TsmhBCaOL0Tlr1knLwNEP4a9Pwn2MuJBZbkTn9/a37UiKhcRZO1f4k7Q2Gh5L5CCHHHAjvCS39C6PPGr7fNgjndIXmfpmGJ6iEJkpXp08IXdyc7zhmusU32RBJCiLvj6AYPfgFD/geuPnAhEeb2hD8/g8KC275dWC5JkKyM7IkkhBBVILgfvLINmkVAYR5smALzH4DLx7WOTFQRSZCs0BMdjKvZ1sieSEIIUXlcveHJxfDwV+Dgbtx5++uusPs72VzSCkmCZIXa1NXT2MdN9kQSQojKptMZN5X8x19QLxxys2D5KFj+mtaRiUomCZIVMu6JZJysLcNsQghRyc4fgG3/hdTE4nun5Bw3ayNHv1upR9rdw8yov4k9kcbxi1do4O2qdUhCCGG5crJg/y/G4bSzu4rv6wOh3bPFK92E1ZAEyUr5ejhxf3AdYpIu8EvcGSb0kz2RhBCiQhQFzu6G3QuNyVFulvG+jR00fQDaD4VGPcDG9tbPERZJEiQr9nhoXWOCtPsMr/cJxtZGp3VIQghh/rLTYN9PxsTo/P7i+56NoP1zxjlIbj7axSeqhSRIVqx3c188nOxINlxj29FLdG3irXVIQghhnhQFTv5lHEI7+DvkXzPet3WElg8bE6OgLsZJ2qJGkATJijnZ2zKobQCLt5/i57jTkiAJIURJWRdg7/fGxOjSkeL7Pi0hdCi0HgzOtbWLT2hGEiQr93hoIIu3nyLqQAoZ1/LwcLLXOiQhhNBWYQEc2wRxCyFpNRTmG+87uEHIY8a5Rfe0l96iGk4SJCvXpq6eJj5uHE7NIiohhcH3BmodkhBCaMNwFvYsNr4Mp4rv39PBOIQW8ig4umsXnzArkiBZOZ1OR6t79BxOzeJCVo7W4QghRPUqyINDa40Tro+sB6XQeN+pFrR5CtpFgl+IpiEK8yQJUg1w6vJVAAI9XTSORAghqkFBPpyNg6RVsHcpZJ0vLqt/n7G3qPmDYO+sXYzC7EmCVAOcvJ4g1feSBEkIYaUMZ+HoBmMv0bEYuGYoLnP1MS7Nb/8ceDXSLERhWSRBsnJXc/O5kGkcWgvylN20hRBWIj8HTm0zJkRHNkDqQdNyp1rGTRxbPgpNB4CtLFARFSMJkpU7ecnYe1TLxR69i/yAEEJYsEtHjcnQ0Q1w/A/Iu3pDoQ7qdoBGvaBxb+MqNNnhWtwFSZCsXFGCFCTzj4QQliYnC05sud5LtB7SjpuWu/kak6HGvaBhD3Dx1CZOYZUkQbJyJy9dAaCelwyvCSHMnKJAamJxQnRqGxTkFpfb2EG9cGNC1Lg3+IbIXkWiykiCZOVkgrYQwqxlpxknVR9ZD0c2QuY50/Ja9aBxH2NC1OA+2adIVBtJkKyc2oMkQ2xCCHNQWAjJe4xziY6shzOxxXsTAdg5GZfiN+5tfHk1kl4ioQlJkKxc0Ryk+t4yxCaE0EhWKhzdaEyIjm6Eq5dMy+s0uz65uhcEdZb9iYRZkATJiuXmF3IuPRuQSdpCiGpUkAendxbPJUrZZ1ru6AENuxl7iBr1glpyBJIwP5IgWbEzaVcpVMDZ3pY67o5ahyOEsGbpp4qHzY5thtxM03L/NsXDZnXvlX2JhNmTBMmKFU3QDvJyQSdj+EKIypSXDSf/Mk6sPrIeLiaZlrt4FQ+bNeoJbj7axCnEHZIEyYqdvGicoB0kK9iEEHdLUeDSkeJhsxNbIP9acbnOBup2LN6XyL8t2NhoFq4Qd0sSJCtW3IMkE7SFEHcgJ9O4Y3VRUpR+yrTcPaB4T6KG3cC5tjZxClEFJEGyYqeur2CTJf5CiHJRFEhJKD7f7PR2KMwvLrd1MK4yKzrOw6e5LMEXVksSJCt24voeSPWlB0kIcTNXL19fgn/9jLOs86blng2LJ1fX7woO8vNE1AySIFmpgkKF05evL/GXOUhCiCKFBXB2d/Gw2dk4QCkut3eBBvdfX4Lf07hRoxA1kCRIViol4xq5BYXY2+rw1ztpHY4QQksZycbeoSPr4egmuJZuWu7TsnguUb0wsJNtQYSQBMlKFR0xUre2C3a2spJEiBolP9c4f6hoLtH5/ablTnpo2KN4xZlHgDZxCmHGJEGyUmfSjMNrdWvLlv1C1AiXjxcf5XFsM+RduaFQB/e0L55cfU8o2MqPfyFuRfOuhbNnz/Lss8/i5eWFi4sLbdu2JS4uTi1XFIXJkycTEBCAs7Mz3bt358CBAybPyMnJYdSoUXh7e+Pq6sqgQYM4c+aMSZ20tDQiIyPR6/Xo9XoiIyNJT0+vjiZqouiIEUmQhLBSuVfh0DpYPRH+3R7+3RZWT4Ck1cbkyLUOtHkaHpsHbxyFERuh57tQr5MkR0KUg6b/laSlpdGlSxd69OjBmjVr8PHx4ejRo9SqVUutM3PmTD777DMWLFhAcHAwH330EX369CEpKQl3d3cAxo4dy4oVK1i6dCleXl6MHz+eiIgI4uLisLW1BWDIkCGcOXOGqKgoAEaOHElkZCQrVqyo9nZXh+R04wZu/npJkISwCooCF5KKJ1ef3AoFOcXlNnYQ2Kl4LpFvK9moUYi7oFMURbl9tarx1ltv8ddff/Hnn3+WWa4oCgEBAYwdO5Y333wTMPYW+fr68vHHH/PSSy9hMBioU6cOixYt4sknnwTg3LlzBAYGsnr1avr160diYiItWrRg+/btdOrUCYDt27cTHh7O33//TdOmTW8ba0ZGBnq9HoPBgIeHRyV9B6pO5Lwd/Hn4Ip880YbHQ+tqHY4Q4k5kp8PxzcVziTLOmpbrA4uX4De4H5zM/2eTENXtTn9/a9qDtHz5cvr168cTTzzB5s2bueeee3jllVcYMWIEAMePHyclJYW+ffuq73F0dKRbt25s3bqVl156ibi4OPLy8kzqBAQEEBISwtatW+nXrx/btm1Dr9eryRFAWFgYer2erVu3lpkg5eTkkJNT/H9nGRkZVfEtqDJnrw+xBcgKNiEsR2EhpOy9YaPGnaAUFJfbOhr3IipKirybyEaNQlQRTROkY8eO8dVXXzFu3Djeeecddu7cyejRo3F0dOS5554jJSUFAF9fX5P3+fr6cvLkSQBSUlJwcHCgdu3apeoUvT8lJQUfn9IHJfr4+Kh1Spo+fTpTpky56zZqQVEUdYgtoJYMsQlh1rIuGCdWH91gTIquXjQt92pSnBAFdQYH2ddMiOqgaYJUWFhIhw4dmDZtGgDt2rXjwIEDfPXVVzz33HNqvZIn0SuKctvT6UvWKav+rZ7z9ttvM27cOPXrjIwMAgMDb98oM5B+NY/sPOP/dfpJD5IQ5qUgH87EFs8lSo43LXdwg4bdjXOJGvWC2kFaRClEjadpguTv70+LFi1M7jVv3pxffvkFAD8/P8DYA+Tv76/WSU1NVXuV/Pz8yM3NJS0tzaQXKTU1lc6dO6t1zp8vsX0+cOHChVK9U0UcHR1xdLTMzdKKhte83RxwsrfVOBohBIYzxt6hI+uNS/BzDKblfq2Ke4nqdgQ7B23iFEKoNE2QunTpQlJSksm9Q4cOERRk/D+mBg0a4OfnR3R0NO3atQMgNzeXzZs38/HHHwMQGhqKvb090dHRDB48GIDk5GT279/PzJkzAQgPD8dgMLBz5046duwIwI4dOzAYDGoSZU2SDTK8JoSm8q7Bqa3Xk6INcCHRtNy5tvEYj6LjPNz9tIlTCHFTmiZIr7/+Op07d2batGkMHjyYnTt3MmfOHObMmQMYh8XGjh3LtGnTaNKkCU2aNGHatGm4uLgwZMgQAPR6PcOHD2f8+PF4eXnh6enJhAkTaNWqFb179waMvVL9+/dnxIgRzJ49GzAu84+IiCjXCjZLc06doC0JkhDVQlHg8rHiYbPjf0J+dnG5zgbu6VDcSxTQFmykd1cIc6ZpgnTvvfeybNky3n77bT744AMaNGjAF198wTPPPKPWmThxItnZ2bzyyiukpaXRqVMn1q1bp+6BBPD5559jZ2fH4MGDyc7OplevXixYsEDdAwlgyZIljB49Wl3tNmjQIGbNmlV9ja1G5wzGH8z+tWT+kRBVJicLTvxZnBSlnTAtd/MrPsqjYXdw8dQiSiHEHdJ0HyRLYkn7II36YQ8r9p7jvYHNefG+hlqHI4R1UBQ4f6A4ITq1HQrzistt7CEo/PqwWS/wbSlL8IUwAxa5D5KoGkVDbLKLthB36eplOBZjnEd0dANkJpuW1wqCJn2MSVH9+8DRTZMwhRCVTxIkK5RcNAdJhtiEqJjCAjgXX9xLdHYXKIXF5XbO0OC+4rlEng2ll0gIKyUJkpXJLygkJcO4iu0eWcUmxO1lnr++SeN644aN2Wmm5XWaF59vVi8c7OV/PISoCSRBsjLnM3MoVMDeVoe3m2Xu4yRElcrPhTM7i3uJUhJMyx09rm/UeH2CtV7OMhSiJpIEycoUDa/56Z2wsZGufyFMZJyDb/tD+knT+/5tb9iosQPY2msSnhDCfEiCZGXOyh5IQpStIA9+GmZMjpxrQ5O+xoSoYQ9wq6N1dEIIMyMJkpWRXbSFuInoSXB6BzjqYcRG4wRrIYS4CRutAxCV6+SlK4CsYBPCxIHfYPt/jdePfCXJkRDitiRBsjKxJ4wrcNrUraVtIEKYi4tH4PfXjNddxkCzgdrGI4SwCJIgWZGLWTkcSc0CoGMDOdZACHKvwv+eg9xMCOoCPd/XOiIhhIWQBMmKxB6/DEAzP3dquThoHI0QGlMUWDUOUg+Aqw88/i3YyrRLIUT5SIJkRXZcT5A6Se+RELB7Iez9AXQ2xuTI3U/riIQQFkQSJCuy/dglADo28NI4EiE0di4eVk80Xvd633g8iBBCVIAkSFYi/WouSeczAZl/JGq47DTjvKOCHAgeAJ3HaB2REMICSYJkJWJPpKEo0LCOK3Xc5YgRUUMVFsKyfxg3g6wVZFzSbyM/5oQQFSc/OazEzuPG4bVOMrwmarKtX8KhNWDrCIO/M+6YLYQQd0ASJCshE7RFjXf8T9jwgfH6gZkQ0FbTcIQQlk0SJCuQlZPP/rMGQOYfiRoqMwV+fgGUQmgzBNoP1ToiIYSFkwTJCuw6cZlCBQI9neUMNlHzFOQbk6MrqeDTEgZ+Cjqd1lEJISycJEhWYKc6vCbzj0QNtPEDOPkXOLgb5x05uGgdkRDCCkiCZAWK5h/J8Jqocf5eBX99abx+aBZ4N9Y2HiGE1ZAEycJl5xaw70w6AGHSgyRqksvHjEv6AcJehZYPaxqOEMK6SIJk4facSiOvQMFf70Sgp8w/EjVEXrZxM8gcAwR2gj5TtI5ICGFlJEGycDcOr+lkYqqoKVa/ASkJ4OINTywAW3utIxJCWBlJkCzcDtkgUtQ0exbDnkWADh77BjwCtI5ICGGFJEGyYDn5Bew5lQ7IBG1RQ6QkwKrxxuse70KjHtrGI4SwWpIgWbC/kzPJyS/E09WBRnVctQ5HiKp1zWCcd5R/DRr3gfvGax2REMKKSYJkwextjX99OpD5R8K6KQr8/qpx5Zo+EB6dI4fQCiGqlPyEsWABtZwAuHQll2t5BRpHI0QV2jYLEleAjT0MXgguMqQshKhakiBZML2zPS4OtgAkG65pHI0QVeTkNoieZLzuPx3uCdU2HiFEjSAJkgXT6XT46429SMnp2RpHI0QVyEqFn4aBUgCtnoB7X9Q6IiFEDSEJkoUrOpz2rCRIwtoUFhgPoc1KAe+mEPGFHEIrhKg2kiBZuAC9MUGSITZhdTZNhRN/gr0rPLkIHN20jkgIUYNIgmTh/K9P1E42SA+SsCKH1sKfnxqvB/0b6jTVNh4hRI2jaYI0efJkdDqdycvPz08tHzZsWKnysLAwk2fk5OQwatQovL29cXV1ZdCgQZw5c8akTlpaGpGRkej1evR6PZGRkaSnp1dHE6tc8RCb9CAJK5F2En4dabzuOBJaPa5tPEKIGknzHqSWLVuSnJysvhISEkzK+/fvb1K+evVqk/KxY8eybNkyli5dypYtW8jKyiIiIoKCguJl70OGDCE+Pp6oqCiioqKIj48nMjKyWtpX1dQhNpmDJKxBfo5xM8hr6XBPB+g7VeuIhBA1lJ3mAdjZmfQaleTo6HjTcoPBwLx581i0aBG9e/cGYPHixQQGBrJ+/Xr69etHYmIiUVFRbN++nU6dOgEwd+5cwsPDSUpKomlTy+66L9oL6Vx6NoqiyIaRwrJFvQXJ8eDsaTyE1s5B64iEEDWU5j1Ihw8fJiAggAYNGvDUU09x7Ngxk/KYmBh8fHwIDg5mxIgRpKamqmVxcXHk5eXRt29f9V5AQAAhISFs3boVgG3btqHX69XkCCAsLAy9Xq/WKUtOTg4ZGRkmL3Pkf70H6UpuARnX8jWORoi7sPdH2PUtoINH50KtQK0jEkLUYJomSJ06deK7775j7dq1zJ07l5SUFDp37sylS8YT6gcMGMCSJUvYuHEjn376KbGxsfTs2ZOcnBwAUlJScHBwoHbt2ibP9fX1JSUlRa3j4+NT6rN9fHzUOmWZPn26OmdJr9cTGGieP6ydHWyp7WIPyERtYcHOH4SVY43X3SZCk96ahiOEEJomSAMGDOCxxx6jVatW9O7dm1WrVgGwcOFCAJ588kkGDhxISEgIDz74IGvWrOHQoUNqvZspOdRU1rDT7Yaj3n77bQwGg/o6ffr0nTSxWhRN1D4n85CEJcrJNM47yrsKDXtAtze1jkgIIbQfYruRq6srrVq14vDhw2WW+/v7ExQUpJb7+fmRm5tLWlqaSb3U1FR8fX3VOufPny/1rAsXLqh1yuLo6IiHh4fJy1wVDbOdk5VswtIoCiwfBZcOg8c98Ng3YGOrdVRCCGFeCVJOTg6JiYn4+/uXWX7p0iVOnz6tloeGhmJvb090dLRaJzk5mf3799O5c2cAwsPDMRgM7Ny5U62zY8cODAaDWsfS3SN7IQlLtWM2HFgGNnbGSdmu3lpHJIQQgMar2CZMmMCDDz5IvXr1SE1N5aOPPiIjI4OhQ4eSlZXF5MmTeeyxx/D39+fEiRO88847eHt788gjjwCg1+sZPnw448ePx8vLC09PTyZMmKAO2QE0b96c/v37M2LECGbPng3AyJEjiYiIsPgVbEX8a0kPkrBAp3fCuneN130/gsCO2sYjhBA30DRBOnPmDE8//TQXL16kTp06hIWFsX37doKCgsjOziYhIYHvvvuO9PR0/P396dGjBz/++CPu7u7qMz7//HPs7OwYPHgw2dnZ9OrViwULFmBrW9xNv2TJEkaPHq2udhs0aBCzZs2q9vZWlaIDa2UOkrAYVy4aD6EtzIeWj0Cnl7WOSAghTOgURVG0DsISZGRkoNfrMRgMZjcfadeJyzz+9TYCPZ35c2JPrcMR4tYKC2DJ43B0I3g1gZGbwNH99u8TQog7cKe/v81qDpK4M/fULtpN+xqXr+RqHI0Qt7F5pjE5sneBwd9JciSEMEuSIFkBPw8nQu7xIL9Q4ec4892OQAgOr4fNHxuvIz4H3xbaxiOEEDchCZIV0Ol0PNspCIAlO05RWCijpsIMpZ+GX0cACoQ+D22e0joiIYS4qbtKkIp2tBbaG9Q2AHcnO05eusqfRy5qHY4QpvJzjZOysy+Df1voP0PriIQQ4pYqlCCtXbuWYcOG0ahRI+zt7XFxccHd3Z1u3boxdepUzp07V1VxittwcbDjsfZ1AVi8/aTG0QhRwrr34OwucKoFgxeCvZPWEQkhxC2VK0H67bffaNq0KUOHDsXGxoY33niDX3/9lbVr1zJv3jy6devG+vXradiwIS+//DIXLlyo6rhFGZ4NqwfAhsTznJUl/8JcJPwMO417kPHIbKhdX9NwhBCiPMq1zL9jx47885//ZODAgdjY3DynOnv2LF9++SW+vr6MHz++UgPVmjkv87/R03O2s+3YJUb1bMz4vtaxEaawYBeSYE4PyLsCXcdB70laRySEqGHu9Pe37INUTpaSIK3al8yr3++mjrsjW9/qib2tzMMXGsnJgm96wYW/of59EPkb2Gq6N60QogaSfZAEAH1b+lLH3ZELmTmsO1D6kF4hqoWiwMrXjcmRmx88/q0kR0IIi1Lhn1iKovDzzz+zadMmUlNTKSwsNCn/9ddfKy04UXH2tjY8dW8g/9l4hEXbTzCwddkH/wpRpXbNg4T/gc4WnpgPbj5aRySEEBVS4R6kMWPGEBkZyfHjx3Fzc0Ov15u8hPae7lgPGx1sP3aZI6mZWocjapqzcRD1tvG6zxQI6qxtPEIIcQcq3IO0ePFifv31Vx544IGqiEdUgoBazvRq7kv0wfMs3n6KyYNaah2SqElWT4SCXGgWAeGvaR2NEELckQr3IOn1eho2bFgVsYhK9GyYcWftX+LOcDU3X+NoRI2RnwPJ8cbrftNAp9M0HCGEuFMVTpAmT57MlClTyM6WfXbM2X2NvQnyciEzJ5/l8bKBp6gmF/6Gwnxw0kOtelpHI4QQd6zCCdITTzxBWloaPj4+tGrVivbt25u8hHmwsdHxTCfjL6jFO04iuzmIapGy3/inX2vpPRJCWLQKz0EaNmwYcXFxPPvss/j6+qKTH4Jm64nQQD5Zd4j9ZzPYe8ZA28BaWockrN356wmSb4i2cQghxF2qcIK0atUq1q5dS9euXasiHlGJars6ENHan193n2XRtpOSIImql5Jg/NNPEiQhhGWr8BBbYGCgWe8kLUwVTdZeue8c6VdzNY5GWDVFkR4kIYTVqHCC9OmnnzJx4kROnDhRBeGIytYusBYt/D3IyS/k57gzWocjrFnGOchOM24OWaeZ1tEIIcRdqXCC9Oyzz7Jp0yYaNWqEu7s7np6eJi9hXnQ6HU93DASQo0dE1SoaXvMOBnsnbWMRQoi7VOE5SF988UUVhCGqUrdgH+AAu0+lcSUnH1dHORNLVIHzMv9ICGE9KvybcujQoVURh6hC9bxcqFvbmTNp2ew8cZkeTeVcLFEF1CX+rbSNQwghKkG5htiuXLlSoYdWtL6oel0bewPw1+GLGkcirJZM0BZCWJFyJUiNGzdm2rRpnDt38x2ZFUUhOjqaAQMG8O9//7vSAhSVo0tRgnT0ksaRCKuUewUuHTVeSw+SEMIKlGuILSYmhvfee48pU6bQtm1bOnToQEBAAE5OTqSlpXHw4EG2bduGvb09b7/9NiNHjqzquEUFdW7kBUBicgYXs3LwdnPUOCJhVVITAQVcfcBNhnCFEJavXAlS06ZN+emnnzhz5gw//fQTf/zxB1u3biU7Oxtvb2/atWvH3LlzeeCBB7CxqfDCOFENvNwcae7vQWJyBluPXmJQmwCtQxLWRDaIFEJYmQpN0q5bty6vv/46r7/+elXFI6pQl0ZexgTpyEVJkETlKkqQZP6REMJKSHdPDdKliXEe0p+HL8rhtaJynZcVbEII6yIJUg3Ssb4n9rY6zqZnc+ryVa3DEdaisBDOHzBeS4IkhLASkiDVIK6OdrQLrA3AX0dkNZuoJOknIDcLbB3Bq4nW0QghRKWQBKmGUZf7H5H9kEQlKdog0qcZ2Mou7UII6yAJUg3TpbFxuf/WoxcpLJR5SKISqBtEyvCaEMJ63FGC9Oeff/Lss88SHh7O2bNnAVi0aBFbtmyp1OBE5WsTWAtXB1vSruZxMDlD63CENVCPGJEVbEII61HhBOmXX36hX79+ODs7s2fPHnJycgDIzMxk2rRplR6gqFz2tjaENTT2Iskwm6gUssRfCGGFKpwgffTRR3z99dfMnTsXe3t79X7nzp3ZvXt3hZ41efJkdDqdycvPz08tVxSFyZMnExAQgLOzM927d+fAgQMmz8jJyWHUqFF4e3vj6urKoEGDOHPmjEmdtLQ0IiMj0ev16PV6IiMjSU9Pr2jTrUbn6/OQtkiCJO5WdjoYThmvpQdJCGFFKpwgJSUlcf/995e67+HhcUdJR8uWLUlOTlZfCQkJatnMmTP57LPPmDVrFrGxsfj5+dGnTx8yMzPVOmPHjmXZsmUsXbqULVu2kJWVRUREBAUFBWqdIUOGEB8fT1RUFFFRUcTHxxMZGVnhWK1F0cG1sScuk5NfcJvaQtxC0fJ+fSA419Y2FiGEqEQVXnLi7+/PkSNHqF+/vsn9LVu20LBhw4oHYGdn0mtURFEUvvjiC959910effRRABYuXIivry/ff/89L730EgaDgXnz5rFo0SJ69+4NwOLFiwkMDGT9+vX069ePxMREoqKi2L59O506dQJg7ty5hIeHk5SURNOmTSscs6UL9nXD282Ri1k57D6ZTvj1c9qEqDB1grb0HgkhrEuFe5BeeuklxowZw44dO9DpdJw7d44lS5YwYcIEXnnllQoHcPjwYQICAmjQoAFPPfUUx44dA+D48eOkpKTQt29fta6joyPdunVj69atAMTFxZGXl2dSJyAggJCQELXOtm3b0Ov1anIEEBYWhl6vV+uUJScnh4yMDJOXtdDpdCar2YS4Y3IGmxDCSlW4B2nixIkYDAZ69OjBtWvXuP/++3F0dGTChAm89tprFXpWp06d+O677wgODub8+fN89NFHdO7cmQMHDpCSkgKAr6+vyXt8fX05efIkACkpKTg4OFC7du1SdYren5KSgo9P6dPFfXx81DplmT59OlOmTKlQeyxJc38Pfo8/x9m0bK1DEZZMepCEEFbqjnZ1mzp1Ku+++y4HDx6ksLCQFi1a4ObmVuHnDBgwQL1u1aoV4eHhNGrUiIULFxIWFgYYeztupChKqXsllaxTVv3bPeftt99m3Lhx6tcZGRkEBgbeukEWxNHO2HmYU1CocSTCYhXkQ2qi8VqOGBFCWJk73ijSxcWFDh060LFjxztKjsri6upKq1atOHz4sDovqWQvT2pqqtqr5OfnR25uLmlpabesc/78+VKfdeHChVK9UzdydHTEw8PD5GVNHK4nSLn5kiCJO3TpCORfA3tXqN1A62iEEKJSlasHqWiSdHn8+uuvdxxMTk4OiYmJ3HfffTRo0AA/Pz+io6Np164dALm5uWzevJmPP/4YgNDQUOzt7YmOjmbw4MEAJCcns3//fmbOnAlAeHg4BoOBnTt30rFjRwB27NiBwWCgc+fOdxyrpXOwNSZIedKDJO6UOrzWAmxkU34hhHUpV4Kk1+vVa0VRWLZsGXq9ng4dOgDGydLp6ekVSqQAJkyYwIMPPki9evVITU3lo48+IiMjg6FDh6LT6Rg7dizTpk2jSZMmNGnShGnTpuHi4sKQIUPUuIYPH8748ePx8vLC09OTCRMm0KpVK3VVW/Pmzenfvz8jRoxg9uzZAIwcOZKIiIgauYKtiPQgibumTtCW4TUhhPUpV4I0f/589frNN99k8ODBfP3119ja2gJQUFDAK6+8UuFhqDNnzvD0009z8eJF6tSpQ1hYGNu3bycoKAgwTgjPzs7mlVdeIS0tjU6dOrFu3Trc3d3VZ3z++efY2dkxePBgsrOz6dWrFwsWLFBjA1iyZAmjR49WV7sNGjSIWbNmVShWa1PUgyQJkrhjMkFbCGHFdIqiVOjE0jp16rBly5ZSvS9JSUl07tyZS5cuVWqA5iIjIwO9Xo/BYLCK+UgbEs8zfOEuWtfVs/y1rlqHIyzRJ00hKwWGR0NgR62jEUKIMt3p7+8KTxzIz88nMTGx1P3ExEQKC6U3wlLIEJu4K1cuGpMjdODTQutohBCi0lV4mf/zzz/PCy+8wJEjR9Sl+Nu3b2fGjBk8//zzlR6gqBrqEJtM0hZ3omj+kWcDcKycVaxCCGFOKpwgffLJJ/j5+fH555+TnJwMGI8fmThxIuPHj6/0AEXVsJceJHE3ihIkmX8khLBSFU6QbGxsmDhxIhMnTlSP37CGOTk1jUzSFnelaIK2rGATQlipO9pJu4gkRparaCdt2QdJ3JEUSZCEENatwglSgwYNbnlER9Fhs8K8ySRtccfyc+BikvFahtiEEFaqwgnS2LFjTb7Oy8tjz549REVF8cYbb1RWXKKKqQmS9CCJirqQBIX54KQHfV2toxFCiCpR4QRpzJgxZd7/73//y65du+46IFE97NWjRhQKCxVsbG59ALAQKnWDyFZwm4OjhRDCUlXaAUoDBgzgl19+qazHiSpW1IMEkCf7V4nyKiyEfT8ar2X+kRDCilVagvTzzz/j6elZWY8TVaxoFRvIPCRRATvnwLEYsHOCDi9oHY0QQlSZCg+xtWvXzmSStqIopKSkcOHCBf7v//6vUoMTVUcSJFFhqYkQ/b7xuu9HUCdY23iEEKIKVThBeuihh0wSJBsbG+rUqUP37t1p1qxZpQYnqo6NjQ57Wx15BYpM1Ba3l58Dv4yAghxo3AfufVHriIQQokpVOEGaPHlyFYQhtOBga0NeQYH0IInb2/ghnE8AFy946L8yOVsIYfUqPAfJ1taW1NTUUvcvXbqEra1tpQQlqoejvfHvK0cSJHErxzbD1lnG60H/AXdfbeMRQohqUOEESVGUMu/n5OTg4OBw1wGJ6lO0m3ZOniRI4iay0+C3fwAKtB8KzQZqHZEQQlSLcg+x/fvf/wZAp9PxzTff4OZWfIJ3QUEBf/zxh8xBsjDFm0UWaByJMEuKAivHQcZZ8GwE/adrHZEQQlSbcidIn3/+OWDsQfr6669NhtMcHByoX78+X3/9deVHKKqM9CCJW0r4CQ78CjpbeHQuOLhqHZEQQlSbcidIx48fB6BHjx78+uuv1K5du8qCEtXD0U7mIImbSD8Fq8Ybr7u/BXVDtY1HCCGqWYVXsW3atKkq4hAaKBpikwRJmCgsgF9fgpwMCOwEXcdpHZEQQlS7ciVI48aN48MPP8TV1ZVx4279w/Kzzz6rlMBE1VOH2PJlDpK4wV9fwqmt4OAGj8wG2wr/f5QQQli8cv3k27NnD3l5eQDs3r3bZKNIYbkcpQdJlHQuHjZNNV4PmAmeDTQNRwghtFKuBOnGYbWYmJiqikVUMxliEyZyr8KvI6AwH5oPgrZDtI5ICCE0U+F9kF544QUyMzNL3b9y5QovvCCHV1qSoknaspO2AIznrF08BG5+8OCXslu2EKJGq3CCtHDhQrKzs0vdz87O5rvvvquUoET1kDlIQnVoHcTONV4/8hW4eGobjxBCaKzcsy8zMjJQFAVFUcjMzMTJyUktKygoYPXq1fj4+FRJkKJqOMg+SAIg6wL8/orxOuwVaNRT23iEEMIMlDtBqlWrFjqdDp1OR3BwcKlynU7HlClTKjU4UbVkHySBosCK0XDlAtRpDr0maR2REEKYhXInSJs2bUJRFHr27Mkvv/yCp2dxF7yDgwNBQUEEBARUSZCiajjaXz9qRBKkmmv3QkhaDbYO8NhcsHe6/XuEEKIGKHeC1K1bN8C4o3a9evVkqb8VcLCVOUg12qWjEPW28brX++DXStt4hBDCjJQrQdq3b5/J1wkJCTet27p167uLSFSboh4kGWKrgQry4JcXIe8qNLgfwl7VOiIhhDAr5UqQ2rZti06nQ1GUW9bT6XQUyMnwFkPmINVgm2fCud3gpIeHvwabCi9oFUIIq1auBKnooFphXWyvj5Lm5ElSW6Oc2gF/fmK8jvgC9PdoGo4QQpijciVIQUFBVR2HqGaKovDrnrMANPJx0zgaUW1yMo27ZSuF0PopCHlU64iEEMIs3fEplAcPHuTUqVPk5uaa3B80aNBdByWq3obEVPadMeBsb8vwrnLeVo2x5i1IPwn6evDATK2jEUIIs1XhBOnYsWM88sgjJCQkmMxLKlrVJnOQzF9hocJn0YcAGNq5Pt5ujhpHJKrFwd8hfjHobODR2cb5R0IIIcpU4ZmZY8aMoUGDBpw/fx4XFxcOHDjAH3/8QYcOHe7qINvp06ej0+kYO3asem/YsGHq5pRFr7CwMJP35eTkMGrUKLy9vXF1dWXQoEGcOXPGpE5aWhqRkZHo9Xr0ej2RkZGkp6ffcayWbu2BFA4mZ+DqYMtL9zfUOhxRHTLOwYoxxuuur0NQZ23jEUIIM1fhBGnbtm188MEH1KlTBxsbG2xsbOjatSvTp09n9OjRdxREbGwsc+bMKXOLgP79+5OcnKy+Vq9ebVI+duxYli1bxtKlS9myZQtZWVlERESY9GQNGTKE+Ph4oqKiiIqKIj4+nsjIyDuK1dIVFip8vt7Ye/RC1wbUdnXQOCJR5QoL4bdXIDsN/NtCt7e0jkgIIcxehYfYCgoKcHMzTur19vbm3LlzNG3alKCgIJKSkiocQFZWFs888wxz587lo48+KlXu6OiIn59fme81GAzMmzePRYsW0bt3bwAWL15MYGAg69evp1+/fiQmJhIVFcX27dvp1KkTAHPnziU8PJykpCSaNm1a4Zgt2cqEZA6dz8LdyY4Xu0rvUY2wczYc2wR2zvDoXLCTpFgIIW6nwj1IISEh6saRnTp1YubMmfz111988MEHNGxY8V+4r776KgMHDlQTnJJiYmLw8fEhODiYESNGkJqaqpbFxcWRl5dH37591XsBAQGEhISwdetWwNjjpdfr1eQIICwsDL1er9YpS05ODhkZGSYvS1dQqPDF9d6jEfc1RO9ir3FEosqdPwjR189X6/cR1Cl9jqIQQojSKtyD9N5773HlyhUAPvroIyIiIrjvvvvw8vLixx9/rNCzli5dyu7du4mNjS2zfMCAATzxxBMEBQVx/Phx/vnPf9KzZ0/i4uJwdHQkJSUFBwcHateubfI+X19fUlJSAEhJScHHx6fUs318fNQ6ZZk+fbrVHb77e/xZjl24Qi0Xe57vUl/rcERVy88xLukvyIEm/aDDcK0jEkIIi1HhBKlfv37qdcOGDTl48CCXL1+mdu3aFTqf7fTp04wZM4Z169bh5FT2AZlPPvmkeh0SEkKHDh0ICgpi1apVPProzfdvURTFJJay4ipZp6S3336bcePGqV9nZGQQGBh4yzaZs7yCQr7ccBiAkfc3xN1Jeo+s3oYP4Px+cPGGh2aBnJ8ohBDldsf7IN3I09Ozwu+Ji4sjNTWV0NBQ9V5BQQF//PEHs2bNIicnB1tbW5P3+Pv7ExQUxOHDxl/0fn5+5ObmkpaWZtKLlJqaSufOndU658+fL/X5Fy5cwNfX96bxOTo64uhoPcvfl+0+y8lLV/FydWBoeH2twxFV7VgMbJtlvH5oFriV7kUVQghxc5odwNSrVy8SEhKIj49XXx06dOCZZ54hPj6+VHIEcOnSJU6fPo2/vz8AoaGh2NvbEx0drdZJTk5m//79aoIUHh6OwWBg586dap0dO3ZgMBjUOtYuN7+49+jlbo1wdayUvFiYq+w0WPYP43Xo89B0gLbxCCGEBdLsN6W7uzshISEm91xdXfHy8iIkJISsrCwmT57MY489hr+/PydOnOCdd97B29ubRx55BAC9Xs/w4cMZP348Xl5eeHp6MmHCBFq1aqVO+m7evDn9+/dnxIgRzJ49G4CRI0cSERFRY1aw/RR3mrPp2dRxd+TZMDk2xqopCqx8HTLPgVdj6DdV64iEEMIimW1Xgq2tLQkJCXz33Xekp6fj7+9Pjx49+PHHH3F3d1frff7559jZ2TF48GCys7Pp1asXCxYsMOmBWrJkCaNHj1ZXuw0aNIhZs2ZVe5u0cC2vgFkbjwDwSvdGODuU7pkTVmTfj3BgGdjYGZf0O7hqHZEQQlgknVJ0Voi4pYyMDPR6PQaDAQ8PD63DKbcFfx1n8oqD+Oud2DShO072kiBZrbST8FUXyM2Enu/B/W9oHZEQQmjuTn9/azYHSVS9a3kF/DfmKACv9mgsyZE1KyyAZS8Zk6PAMOg67vbvEUIIcVOSIFmxxdtPciEzh3tqOTO4g+VuUSDK4a8v4NQ2cHA3HkRrI8mwEELcDUmQrNTV3Hy+ut57NLpXYxzs5K/aap3bA5umGa8f+BfUrq9pOEIIYQ3MdpK2uDsLt57k0pVc6nm68Gj7ulqHIypbQT6c/Av+Xgn7f4HCfGjxMLR5SuvIhBDCKkiCZIUyr+Ux+w9j79GYXk2wt5XeI6uQlw1HN0LiSji0xrjfURHPRhDxueyWLYQQlUQSJCu04K8TpF/No2EdVx5qG6B1OOJuZKfDobXw9wo4sgHyrhaXuXgZN4Fs9iA07A72ZR/ZI4QQouIkQbIy1/IKmPfXccDYe2QnvUeWJyMZklYZe4pO/GkcPiuiD4RmEdA8wrhazVb+ExZCiKogP12tzNoDKaRfzeOeWs5EtJbeI4tx6SgkrjDOKToTa1pWp7kxIWoWAf5tZBhNCCGqgSRIVub7HacAGNwhEFsb+UVqthQFkvcaE6LElXAh0bS87r3Xe4oeBK9G2sQohBA1mCRIVuTohSx2HL+MjQ4G3ysr18xOYYFxr6LElfD3KjCcKi6zsYP69xl7ipoOBA9/7eIUQgghCZI1+TH2NAA9mvrgr3fWOBoBQN41OBZjnGSdtAauXious3eBxr2Mk6yD+4Jzbc3CFEIIYUoSJCuRk1/Az3FnAHi6Yz2No6nhrhngcLRxTtGR9ZCbVVzmXBuCBxh7ihr1BHtJZIUQwhxJgmQlog+e5/KVXHw9HOnetI7W4dQ8WanGYbO/V8KxzVCYV1zmcQ80G2icUxTURVaeCSGEBZCf1Fbih53G+SxPdgiUpf3V5fLx4knWp3cASnGZd3DxcvyA9rLyTAghLIwkSFbg5KUr/HXkEjodDL5XDqWtMooC5/dfn2S90nh9o4D215fjPwh1grWJUQghRKWQBMkKLL0+Ofv+JnWoW9tF42isTGEBnN55vadoBaSfLC7T2UL9LsaEqNlA0N+jXZxCCCEqlSRIFi6voJCfdsnk7EqVnwPH/zAmREmr4cqF4jI7J2jUy9hTFNwfXDy1i1MIIUSVkQTJwm1IPM/FrBy83Rzp1dxH63AsV06mceXZ3yvh0DrIzSwuc9Ibk6FmEcZl+Q6u2sUphBCiWkiCZOG+32kcXhvcoS72Mjm7Yq5cNPYQJa407lVUkFNc5uZnHDZrHmHcwNHWXrMwhRBCVD9JkCzY6ctX+fOwcfjnSZmcXT5pJ4uX45/aBkphcZlno+JJ1veEgo0knEIIUVNJgmTB/rfrNIoCXRt7E+Qlwz5lUhRITSyeZJ2yz7Tcv40xIWoeAXWayXJ8IYQQgCRIFiu/oJD/7TIOr8nk7BIKC+HsLmNC9PdKuHysuExnA/U6X+8pGgi15HsnhBCiNEmQLNSmpAucz8jBy9WBPi18tQ5He/m5cOJPY0L092rISikus3WERj2Mk6ybDgBXb+3iFEIIYREkQbJQRTtnPx5aFwe7GjpXJicLjm4wTrI+tBZyDMVljh7QpK+xp6hxb3B01y5OIYQQFkcSJAt0Lj2bmKRUoAZOzr5yCQ6tub7ybBPkXysuc/WBZg8Y5xQ1uB/sHLSLUwghhEWTBMkC/W/XaQoVCGvoScM6blqHU/UMZ4qP9zi5FZSC4rLa9a+fefYg1L0XbGw1C1MIIYT1kATJwhQUKvwvtgZMzr6QBInLjYlRcrxpmW+r65OsI8C3paw8E0IIUekkQbIwB89lcM5wDXcnO/q19NM6nMpTWAjn9sDfK4xJ0aXDNxTqoF6YMSFqNhA8G2gWphBCiJpBEiQLc/LyFQCa+bnjZG/hw0kFeXDyr+vDZ6sg81xxma0DNOhm7Clq+gC4yTEqQgghqo8kSBbm1OWrAATWdtE4kjuUexWObjTOJ0paA9fSi8sc3KBJH2NPUZO+4OShWZhCCCFqNkmQLMzpy9kABHpaUIKUnWZchp+4Ao5sgPzs4jIXb+PeRM0fNPYY2TtpF6cQQghxnSRIFuZ0UQ+SuSdIGeeKzzw7sQUK84vL9PWKJ1nXC5OVZ0IIIcyOJEgWpmiIrZ45J0h7lsDvrwJK8T2fFteX40eAX2tZeSaEEMKsSYJkQfILCjmXXjTE5qxxNLeQuAJQwKcltHnSmBh5NdI6KiGEEKLczOaMiunTp6PT6Rg7dqx6T1EUJk+eTEBAAM7OznTv3p0DBw6YvC8nJ4dRo0bh7e2Nq6srgwYN4syZMyZ10tLSiIyMRK/Xo9friYyMJD09vRpaVbmSDdfIL1RwsLXB192M5+pcTDL+2X86dBkjyZEQQgiLYxYJUmxsLHPmzKF169Ym92fOnMlnn33GrFmziI2Nxc/Pjz59+pCZmanWGTt2LMuWLWPp0qVs2bKFrKwsIiIiKCgo3m15yJAhxMfHExUVRVRUFPHx8URGRlZb+yrL6TTj8Frd2s7Y2JjpEFV+DqSdMF7XaappKEIIIcSd0jxBysrK4plnnmHu3LnUrl1bva8oCl988QXvvvsujz76KCEhISxcuJCrV6/y/fffA2AwGJg3bx6ffvopvXv3pl27dixevJiEhATWr18PQGJiIlFRUXzzzTeEh4cTHh7O3LlzWblyJUlJSZq0+U5ZxATtS0dBKTQeFuvmq3U0QgghxB3RPEF69dVXGThwIL179za5f/z4cVJSUujbt696z9HRkW7durF161YA4uLiyMvLM6kTEBBASEiIWmfbtm3o9Xo6deqk1gkLC0Ov16t1ypKTk0NGRobJS2tFS/zNeoL2xUPGP72DZSK2EEIIi6XpJO2lS5eye/duYmNjS5WlpKQA4Otr2gvh6+vLyZMn1ToODg4mPU9FdYren5KSgo9P6V2YfXx81DplmT59OlOmTKlYg6qYukmkOU/QvjFBEkIIISyUZj1Ip0+fZsyYMSxevBgnp5tPONaV6IVQFKXUvZJK1imr/u2e8/bbb2MwGNTX6dOnb/mZ1cEilvhfuD5sWUcSJCGEEJZLswQpLi6O1NRUQkNDsbOzw87Ojs2bN/Pvf/8bOzs7teeoZC9PamqqWubn50dubi5paWm3rHP+/PlSn3/hwoVSvVM3cnR0xMPDw+SltTPqJG0zTpDUHiSZoC2EEMJyaZYg9erVi4SEBOLj49VXhw4deOaZZ4iPj6dhw4b4+fkRHR2tvic3N5fNmzfTuXNnAEJDQ7G3tzepk5yczP79+9U64eHhGAwGdu7cqdbZsWMHBoNBrWMJruTkczErF4B6XmaaIBUWwsXDxmsZYhNCCGHBNJuD5O7uTkhIiMk9V1dXvLy81Ptjx45l2rRpNGnShCZNmjBt2jRcXFwYMmQIAHq9nuHDhzN+/Hi8vLzw9PRkwoQJtGrVSp303bx5c/r378+IESOYPXs2ACNHjiQiIoKmTS2nl+NMmnGCtt7ZHg8ne42juYmMM8Zz1mwdoHZ9raMRQggh7phZ76Q9ceJEsrOzeeWVV0hLS6NTp06sW7cOd3d3tc7nn3+OnZ0dgwcPJjs7m169erFgwQJsbYvP91qyZAmjR49WV7sNGjSIWbNmVXt77oZlzD+6Przm2QhszfqflhBCCHFLOkVRlNtXExkZGej1egwGgybzkeZtOc6HKw8ysJU//32mfbV/frls+y+sfQeaD4InF2kdjRBCCHHHv7813wdJlE/RJpF1LWGJv+ygLYQQwsJJgmQhjl7IAiDQnFewXZA9kIQQQlgHSZAsgCE7jx3HLgNwb31PjaO5BdkkUgghhJWQBMkCRB88T25BIU183Gjq5377N2jh6mW4etF47d1E21iEEEKIuyQJkgVYue8cABGtAzSO5BaKdtDWB4KDq7axCCGEEHdJEiQzl341ly2HjT0zEW38NY7mFmR4TQghhBWRBMnMrT2QQn6hQnN/DxrVcdM6nJuTBEkIIYQVkQTJzK3clwxARGsz7j2CG5b4S4IkhBDC8kmCZMYuZeWw9eglwAISpKI5SHJIrRBCCCsgCZIZW7M/hYJChVb36AnyMuOJz3nZkH7KeC1DbEIIIayAJEhmrHj1mpn3Hl06AijgXBtcvbWORgghhLhrkiCZqdTMa+w4btwccqC5J0g3Dq/pdNrGIoQQQlQCSZDM1JqEFBQF2gbWoq45Hy8CcPGw8U/ZIFIIIYSVkATJTFnM8BrAxes9SHJIrRBCCCshCZIZSjZkE3siDbCA4TW4oQdJJmgLIYSwDpIgmaFV1/c+urd+bfz1zhpHcxuFBZIgCSGEsDqSIJmh4s0hzfjstSLpJ6EgB+ycoFY9raMRQgghKoUkSGbm9OWrxJ9OR6eDAa38tA7n9op6j7wag42ttrEIIYQQlUQSJDOzOsHYe9SpgSc+7k4aR1MO6hJ/GV4TQghhPSRBMjMWNbwGN5zBJivYhBBCWA9JkMzIiYtXSDhrwNZGx4AQCxheg+IESfZAEkIIYUUkQTIjq64Pr3Vu5IWXm6PG0ZSDosghtUIIIaySJEhmZMVeC9ocEuDKRbiWDujAq5HW0QghhBCVRhIkM3EkNYu/UzKxs9HRr6WlDK9d7z2qHQT2Zr5fkxBCCFEBkiCZiaLNIbs28aaWi4PG0ZSTOv9IhteEEEJYF0mQzMS6gymABa1eAzi72/inrGATQghhZSRBMhPn0rMBaF1Xr3Ek5VRYAIeijNeNe2kbixBCCFHJJEEyA4WFCobsPABqOdtrHE05nYmFKxfASQ9BXbSORgghhKhUkiCZgcxr+RQqxmu9i4UkSH+vMv7ZpB/YWkjMQgghRDlJgmQG0q7mAuDiYIujnQWcZ6YoxQlSswe0jUUIIYSoApIgmYH068NrtS1p9drlo2DrAI17ax2NEEIIUekkQTIDRT1IekuZf/T3SuOfDbqBo7u2sQghhBBVQBIkM2C4er0HydVSEqTVxj+bDdQ2DiGEEKKKSIJkBop6kGo5W8AQW0YynN1lvG46QNtYhBBCiCqiaYL01Vdf0bp1azw8PPDw8CA8PJw1a9ao5cOGDUOn05m8wsLCTJ6Rk5PDqFGj8Pb2xtXVlUGDBnHmzBmTOmlpaURGRqLX69Hr9URGRpKenl4dTSyX9Os9SLUsYQXboet/P3XvBXcLORJFCCGEqCBNE6S6desyY8YMdu3axa5du+jZsycPPfQQBw4cUOv079+f5ORk9bV69WqTZ4wdO5Zly5axdOlStmzZQlZWFhERERQUFKh1hgwZQnx8PFFRUURFRREfH09kZGS1tfN20ot6kCwhQSpavdZUVq8JIYSwXnZafviDDz5o8vXUqVP56quv2L59Oy1btgTA0dERP7+yeyoMBgPz5s1j0aJF9O5tXE21ePFiAgMDWb9+Pf369SMxMZGoqCi2b99Op06dAJg7dy7h4eEkJSXRtKn2x2RYzCq2axlwbLPxulmEtrEIIYQQVchs5iAVFBSwdOlSrly5Qnh4uHo/JiYGHx8fgoODGTFiBKmpqWpZXFwceXl59O3bV70XEBBASEgIW7duBWDbtm3o9Xo1OQIICwtDr9erdcqSk5NDRkaGyauqFA2xmf0qtiProTAPvBpDnWCtoxFCCCGqjOYJUkJCAm5ubjg6OvLyyy+zbNkyWrRoAcCAAQNYsmQJGzdu5NNPPyU2NpaePXuSk5MDQEpKCg4ODtSuXdvkmb6+vqSkpKh1fHx8Sn2uj4+PWqcs06dPV+cs6fV6AgMDK6vJpRQNsZl9D5K6OaSsXhNCCGHdNB1iA2jatCnx8fGkp6fzyy+/MHToUDZv3kyLFi148skn1XohISF06NCBoKAgVq1axaOPPnrTZyqKgk6nU7++8fpmdUp6++23GTdunPp1RkZGlSVJRUNsZj0HKT8XDkcbr5tKgiRETVZQUEBeXp7WYQgBgL29Pba2lX8KheYJkoODA40bNwagQ4cOxMbG8uWXXzJ79uxSdf39/QkKCuLw4cMA+Pn5kZubS1pamkkvUmpqKp07d1brnD9/vtSzLly4gK+v703jcnR0xNHR8a7aVl5pV4omaZtxD9LJLZBjAFcfqNtB62iEEBpQFIWUlBSzWgUsBECtWrXw8/O7ZcdHRWmeIJWkKIo6hFbSpUuXOH36NP7+/gCEhoZib29PdHQ0gwcPBiA5OZn9+/czc+ZMAMLDwzEYDOzcuZOOHTsCsGPHDgwGg5pEaamgUCHjWj5g5j1IRZtDNu0PNhZwXpwQotIVJUc+Pj64uLhU6i8jIe6EoihcvXpVnZ9clB9UBk0TpHfeeYcBAwYQGBhIZmYmS5cuJSYmhqioKLKyspg8eTKPPfYY/v7+nDhxgnfeeQdvb28eeeQRAPR6PcOHD2f8+PF4eXnh6enJhAkTaNWqlbqqrXnz5vTv358RI0aovVIjR44kIiLCLFawGbKLu6lrmeskbUWBpKLds2X1mhA1UUFBgZoceXl5aR2OECpnZ2fAOHrk4+NTacNtmiZI58+fJzIykuTkZPR6Pa1btyYqKoo+ffqQnZ1NQkIC3333Henp6fj7+9OjRw9+/PFH3N2Lz//6/PPPsbOzY/DgwWRnZ9OrVy8WLFhg8g1asmQJo0ePVle7DRo0iFmzZlV7e8tSNEHb3dEOO1vN58yXLTkeMs6Cvavx/DUhRI1TNOfIxcVF40iEKK3o32VeXp51JEjz5s27aZmzszNr16697TOcnJz4z3/+w3/+85+b1vH09GTx4sV3FGNVSyvaRducz2ErWr3WuBfYO2kbixBCUzKsJsxRVfy7NNMui5rDkG0B57D9LcNrQghhrWJiYtDpdLecfL9gwQJq1apVbTGZA0mQNGb257BdPg6pB0BnC036aB2NEEJU2LBhw3j44Yer9DPmzJlD9+7d8fDwuGmyUdXngtbEJKYqSYKkMXWIzVyX+BdNzq7fBVw8tY1FCCHM1NWrV+nfvz/vvPPOTeuY+7mgwpQkSBozqLtom2kPkno4rWwOKYSwfFFRUXTt2pVatWrh5eVFREQER48eVctPnDiBTqfj119/pUePHri4uNCmTRu2bdt2y+eOHTuWt956i7CwsDLLi84F/eabbwgPDyc8PJy5c+eycuVKkpKSyh3/3r176dGjB+7u7nh4eBAaGsquXbuIiYnh+eefx2AwoNPp0Ol0TJ48GTCeUdqhQwfc3d3x8/NjyJAhJsd2Ffnrr79o06YNTk5OdOrUiYSEhFvGsmLFCkJDQ3FycqJhw4ZMmTKF/Pz8crfF3EmCpDG1B8kcl/hfuQSnrv9QaPaAtrEIIcyOoihczc2v9peiKHcc85UrVxg3bhyxsbFs2LABGxsbHnnkEQoLC03qvfvuu0yYMIH4+HiCg4N5+umn7+qX/52eC1rSM888Q926dYmNjSUuLo633noLe3t7OnfuzBdffIGHhwfJyckkJyczYcIEAHJzc/nwww/Zu3cvv/32G8ePH2fYsGGlnv3GG2/wySefEBsbi4+PD4MGDbrpjulr167l2WefZfTo0Rw8eJDZs2ezYMECpk6dWrFvjBkzu40ia5riY0bMcIjtUBQoheDXCmrV0zoaIYSZyc4roMX7t19tXNkOftAPF4c7+/X12GOPmXw9b948fHx8OHjwICEhIer9CRMmMHCgsed8ypQptGzZkiNHjtCsWbM7+tw7PRe0pFOnTvHGG2+ocTRp0kQt0+v16HQ6/Pz8TN7zwgsvqNcNGzbk3//+Nx07diQrKws3Nze1bNKkSfTpY5xrunDhQurWrcuyZcvUjZhvNHXqVN566y2GDh2qPvfDDz9k4sSJTJo0qdztMWfSg6Sx7NwCAOxszXDprHo4raxeE0JYh6NHjzJkyBAaNmyIh4cHDRo0AIyJx41at26tXhftzlzWsFRF3Mm5oCWNGzeOF198kd69ezNjxgyT4cGb2bNnDw899BBBQUG4u7vTvXt3oHSbw8PD1WtPT0+aNm1KYmJimc+Mi4vjgw8+wM3NTX2NGDGC5ORkrl69Wu72mDPpQdJYsK8b6xPPc+BshtahmMq9Ckc3Gq+byvCaEKI0Z3tbDn7QT5PPvVMPPvgggYGBzJ07l4CAAAoLCwkJCSE3N9eknr198bSHogSm5DBcRdzpuaAlTZ48mSFDhrBq1SrWrFnDpEmTWLp0qXrCRElXrlyhb9++9O3bl8WLF1OnTh1OnTpFv379SrW5LDdL3goLC5kyZUqZB8c7OVnHfnmSIGmsXT3jIbt7TqdpHEkJxzZBfjbo6xmH2IQQogSdTnfHQ11auHTpEomJicyePZv77rsPgC1btlTLZ1fmuaDBwcEEBwfz+uuv8/TTTzN//nweeeQRHBwcKCgoMKn7999/c/HiRWbMmEFgYCAAu3btKvO527dvp14943SKtLQ0Dh06dNMhxfbt25OUlKQeNm+NLOdftpVqG1gLgMOpWWRey8PdyUwma6ubQz4AsnOuEMIK1K5dGy8vL+bMmYO/vz+nTp3irbfeqpRnp6SkkJKSwpEjRwBISEjA3d2devXq4enpWSnngmZnZ/PGG2/w+OOP06BBA86cOUNsbKw6r6p+/fpkZWWxYcMG2rRpg4uLC/Xq1cPBwYH//Oc/vPzyy+zfv58PP/ywzOd/8MEHeHl54evry7vvvou3t/dN9496//33iYiIIDAwkCeeeAIbGxv27dtHQkICH330UQW/e+ZJ5iBprI67I3VrO6MosO+MQetwjAoL4NAa43UzWd4vhLBshYWF2NnZYWNjw9KlS4mLiyMkJITXX3+df/3rX5XyGV9//TXt2rVjxIgRANx///20a9eO5cuXq3WWLFlCq1at1CGv1q1bs2jRIpPn1K9fX12eX5KtrS2XLl3iueeeIzg4mMGDBzNgwACmTJkCQOfOnXn55Zd58sknqVOnDjNnzqROnTosWLCAn376iRYtWjBjxgw++eSTMp8/Y8YMxowZQ2hoKMnJySxfvhwHh7IXEPXr14+VK1cSHR3NvffeS1hYGJ999hlBQUEV/daZLZ1yN+sla5CMjAz0ej0GgwEPD49KffaoH/awYu85JvQN5rWeTW7/hqp2civMHwBOteCNo2ArHY1C1HTXrl3j+PHjNGjQwOLmmPTv35/GjRubzSHlN5OdnY2npyerV6+mR48eWodjUW717/NOf39LD5IZKBpmiz+drmkcqsSVxj+D+0tyJISwWGlpaaxatYqYmBh69+6tdTi3tXnzZnr27CnJkZmQ335moF29WgDsOZVe4SWfle78Adg1z3jd/EHt4hBCiLv0wgsvEBsby/jx43nooYe0Due2+vfvT//+/bUOQ1wnCZIZaBnggYOtDZeu5HL6cjb1vFy0CST3Cvw0DPKvQeM+srxfCGHRli1bpnUIwoLJEJsZcLSzpXmAcVxU0+X+qybAxUPg7g+PfA028s9DCCFEzSS/Ac1Eu+vzkPacStcmgPjvYe/3oLOBx+aBq7c2cQghhBBmQBIkM1E0D0mTidoXkmDVeON193egfpfqj0EIIYQwI5IgmYl2gcYdtQ+eyyAnv+A2tStRXrZx3lHeVWjYHe4bV32fLYQQQpgpSZDMRKCnM16uDuQWFHLgXDWey7bmTUg9CK4+8MgcsLnzM46EEEIIayEJkpnQ6XTF+yFV1zykhJ9h90JAB4/NBffyH5gohBBCWDNJkMyIuh9SdcxDunQUVowxXt//hnF4TQghhKhkMTEx6HQ60tPTb1pnwYIF1KpVq9piKg9JkMxIu3rGeUh7TlXxUv+8a/DTUMjNgqAu0O3Nqv08IYTQ0LBhw9DpdOh0Ouzt7fH19aVPnz58++23FBYWVuln//rrr/Tp04c6derg4eFBeHg4a9euLVUvPT2dV199FX9/f5ycnGjevDmrV6+u0tgqyhyTmKokCZIZaV1Xj04HZ9KyuZCZU3UfFP1PSEkAFy947Bs5TkQIYfX69+9PcnIyJ06cYM2aNfTo0YMxY8YQERFBfn5+lX3uH3/8QZ8+fVi9ejVxcXH06NGDBx98kD179qh1cnNz6dOnDydOnODnn38mKSmJuXPncs8991RZXOL2JEEyI+5O9jTxcQOqcLn/wd9h5xzj9SNzwCOgaj5HCCHMiKOjI35+ftxzzz20b9+ed955h99//501a9awYMECtZ7BYGDkyJH4+Pjg4eFBz5492bt3r8mzli9fTocOHXBycsLb25tHH330pp/7xRdfMHHiRO69916aNGnCtGnTaNKkCStWrFDrfPvtt1y+fJnffvuNLl26EBQURNeuXWnTpk2523fixAl0Oh3x8fHqvfT0dHQ6HTExMUDxUNeGDRvo0KEDLi4udO7cmaSkJPU9e/fupUePHri7u+Ph4UFoaCi7du0iJiaG559/HoPBoPbGTZ48GYDFixfToUMH3N3d8fPzY8iQIaSmppaK8a+//qJNmzY4OTnRqVMnEhISbtmmFStWEBoaipOTEw0bNmTKlClVmsyWJAmSmSk+uLYKhtnSTsDvo4zXXcZCE/M/vFEIYcYUxXhEUXW/FKVSwu/Zsydt2rTh119/vd4chYEDB5KSkqL2+LRv355evXpx+fJlAFatWsWjjz7KwIED2bNnj5pslFdhYSGZmZl4enqq95YvX054eDivvvoqvr6+hISEMG3aNAoKqmbLl3fffZdPP/2UXbt2YWdnxwsvvKCWPfPMM9StW5fY2Fji4uJ46623sLe3p3PnznzxxRd4eHiQnJxMcnIyEyZMAIw9YB9++CF79+7lt99+4/jx4wwbNqzU577xxht88sknxMbG4uPjw6BBg8jLyyszxrVr1/Lss88yevRoDh48yOzZs1mwYAFTp06tku9JWWRsxcy0q1eb/+06U/k7aufnwk/PQ44B6naEnu9V7vOFEDVP3lWYpkEv9DvnwMG1Uh7VrFkz9u3bB8CmTZtISEggNTUVR0dHAD755BN+++03fv75Z0aOHMnUqVN56qmnmDJlivqMivT0fPrpp1y5coXBgwer944dO8bGjRt55plnWL16NYcPH+bVV18lPz+f999/v1LaeaOpU6fSrVs3AN566y0GDhzItWvXcHJy4tSpU7zxxhs0a9YMgCZNmqjv0+v16HQ6/Pz8TJ53Y4LVsGFD/v3vf9OxY0eysrJwc3NTyyZNmkSfPn0AWLhwIXXr1mXZsmUm34sbY3zrrbcYOnSo+twPP/yQiRMnMmnSpEr6TtyaJEhmpmgl297T6RQUKtja6CrnwRumwLnd4FQLHv8WbO0r57lCCGHBFEVBpzP+nI2LiyMrKwsvLy+TOtnZ2Rw9ehSA+Ph4RowYcUef9cMPPzB58mR+//13fHx81PuFhYX4+PgwZ84cbG1tCQ0N5dy5c/zrX/+qkgSpdevW6rW/vz8Aqamp1KtXj3HjxvHiiy+yaNEievfuzRNPPEGjRo1u+bw9e/YwefJk4uPjuXz5sjrx/dSpU7Ro0UKtFx4erl57enrStGlTEhMTy3xmXFwcsbGxJj1GBQUFXLt2jatXr+LiUvWHukuCZGaa+Ljj6mDLldwCjqRm0dTP/e4fmrQGts0yXj/8FdQKvPtnCiGEvYuxN0eLz60kiYmJNGjQADAmKv7+/uqcnRsVrd5ydna+o8/58ccfGT58OD/99BO9e5tOb/D398fe3h5b2+KNeps3b05KSgq5ubk4ODjc9vk21w8XV24YfrzZ8JW9ffH/IBclh0VJzeTJkxkyZAirVq1izZo1TJo0iaVLl/LII4+U+awrV67Qt29f+vbty+LFi6lTpw6nTp2iX79+5Obm3jbuos8vqbCwkClTppQ5v8vJyem2z60MkiCZGVsbHa3r1mLbsUvsOZV29wlS+mlY9rLxOuwVaPbA3QcphBAAOl2lDXVpYePGjSQkJPD6668D0L59e1JSUrCzs6N+/fplvqd169Zs2LCB559/vtyf88MPP/DCCy/www8/MHDgwFLlXbp04fvvv6ewsFBNdA4dOoS/v3+5kiOAOnXqAJCcnEy7du0ATCZsV0RwcDDBwcG8/vrrPP3008yfP59HHnkEBweHUvOi/v77by5evMiMGTMIDDT+z/euXbvKfO727dupV68eAGlpaRw6dEgdyiupffv2JCUl0bhx4ztqQ2WQSdpmqNIOri3Ig1+Gw7V0CGgHvafc9i1CCGGNcnJySElJ4ezZs+zevZtp06bx0EMPERERwXPPPQdA7969CQ8P5+GHH2bt2rWcOHGCrVu38t5776m/9CdNmsQPP/zApEmTSExMJCEhgZkzZ970c3/44Qeee+45Pv30U8LCwkhJSSElJQWDwaDW+cc//sGlS5cYM2YMhw4dYtWqVUybNo1XX3213O1zdnYmLCyMGTNmcPDgQf744w/ee69ic02zs7N57bXXiImJ4eTJk/z111/ExsbSvHlzAOrXr09WVhYbNmzg4sWLXL16lXr16uHg4MB//vMfjh07xvLly/nwww/LfP4HH3zAhg0b2L9/P8OGDcPb25uHH364zLrvv/8+3333HZMnT+bAgQMkJiby448/VrhNd0UR5WIwGBRAMRgMVf5Za/cnK0FvrlT6frb57h4UPUlRJnkoyrS6inLpWKXEJoSombKzs5WDBw8q2dnZWodSYUOHDlUABVDs7OyUOnXqKL1791a+/fZbpaCgwKRuRkaGMmrUKCUgIECxt7dXAgMDlWeeeUY5deqUWueXX35R2rZtqzg4OCje3t7Ko48+etPP7tatm/rZN76GDh1qUm/r1q1Kp06dFEdHR6Vhw4bK1KlTlfz8fLV8/vz5yu1+ZR88eFAJCwtTnJ2dlbZt2yrr1q1TAGXTpk2KoijKpk2bFEBJS0tT37Nnzx4FUI4fP67k5OQoTz31lBIYGKg4ODgoAQEBymuvvWbyd/7yyy8rXl5eCqBMmjRJURRF+f7775X69esrjo6OSnh4uLJ8+XIFUPbs2WPyuStWrFBatmypODg4KPfee68SHx9v0j69Xm/SnqioKKVz586Ks7Oz4uHhoXTs2FGZM2dOmW2/1b/PO/39rVOUSlovaeUyMjLQ6/UYDAY8PDyq9LNSM6/RceoGdDrYN6kv7k53MKH6yHpY/Jjx+omF0PLhSo1RCFGzXLt2jePHj9OgQYNqmwMiik2ePJmYmJgy50eJW//7vNPf3zIHyQz5uDsR6OmMg60N5zOuVTxBykiGX18yXt/7oiRHQghh4dauXcuXX36pdRg1iqZzkL766itat26Nh4eHekbNmjVr1HJFUZg8eTIBAQE4OzvTvXt3Dhw4YPKMnJwcRo0ahbe3N66urgwaNIgzZ86Y1ElLSyMyMhK9Xo9erycyMvKWh+aZg+jXu7FhfHca+1RwknZhAfzyIly9CH6toG/1baolhBCiamzbto2OHTtqHUaNommCVLduXWbMmMGuXbvYtWsXPXv25KGHHlKToJkzZ/LZZ58xa9YsYmNj8fPzo0+fPmRmZqrPGDt2LMuWLWPp0qVs2bKFrKwsIiIiTGbaDxkyhPj4eKKiooiKiiI+Pp7IyMhqb29FONnb3r5SWTZ/DCe3gIMbPL4A7KUrXAghhKiwCs1Yqga1a9dWvvnmG6WwsFDx8/NTZsyYoZZdu3ZN0ev1ytdff60oiqKkp6cr9vb2ytKlS9U6Z8+eVWxsbJSoqChFUYyT1gBl+/btap1t27YpgPL333+XO67qnKR9xwxnFeUDb+PE7L3/0zoaIYQVseRJ2sL6VcUkbbNZ5l9QUMDSpUu5cuUK4eHhHD9+nJSUFPr27avWcXR0pFu3bmzduhUw7rSZl5dnUicgIICQkBC1zrZt29Dr9XTq1EmtExYWhl6vV+uUJScnh4yMDJOX2fMIgKEr4b4J0PoJraMRQgghLJbmCVJCQgJubm44Ojry8ssvs2zZMlq0aEFKSgoAvr6+JvV9fX3VspSUFBwcHKhdu/Yt69y4pXsRHx8ftU5Zpk+frs5Z0uv16gZYZq9eJ+j1T62jEEJYKUUWPgszVBX/LjVPkJo2bUp8fDzbt2/nH//4B0OHDuXgwYNqecltyJUbzs25mZJ1yqp/u+e8/fbbGAwG9XX69OnyNkkIIaxO0fEUV69e1TgSIUor+nd54zEqd0vzZf4ODg7qVuIdOnQgNjaWL7/8kjfffBMw9gAVHaYHxgP1inqV/Pz8yM3NJS0tzaQXKTU1lc6dO6t1zp8/X+pzL1y4UKp36kaOjo7qac5CCFHT2draUqtWLVJTUwFwcXG57f+sClHVFEXh6tWrpKamUqtWLZPz7O6W5glSSYqikJOTQ4MGDfDz8yM6Olo9VyY3N5fNmzfz8ccfAxAaGoq9vT3R0dEMHjwYMJ5Ds3//fnXr9/DwcAwGAzt37lSXSO7YsQODwaAmUUIIIW7Pz88PQE2ShDAXtWrVUv99VhZNE6R33nmHAQMGEBgYSGZmJkuXLiUmJoaoqCh0Oh1jx45l2rRpNGnShCZNmjBt2jRcXFwYMmQIAHq9nuHDhzN+/Hi8vLzw9PRkwoQJtGrVSj0tuXnz5vTv358RI0Ywe/ZsAEaOHElERARNmzbVrO1CCGFpdDod/v7++Pj43PSkeCGqm729faX2HBXRNEE6f/48kZGRJCcno9frad26NVFRUfTp0weAiRMnkp2dzSuvvEJaWhqdOnVi3bp1uLsXb574+eefY2dnx+DBg8nOzqZXr14sWLDA5Ju1ZMkSRo8era52GzRoELNmzarexgohhJWwtbWtkl9IQpgTOYutnKrzLDYhhBBCVI47/f2t+So2IYQQQghzIwmSEEIIIUQJZreKzVwVjURaxI7aQgghhACKf29XdEaRJEjlVHRArsXsqC2EEEIIVWZmJnq9vtz1ZZJ2ORUWFnLu3Dnc3d3veHO0jIwMAgMDOX36tNVP9Ja2Wqea1FaoWe2Vtlonaaux5ygzM5OAgABsbMo/s0h6kMrJxsaGunXrVsqzPDw8rP4fahFpq3WqSW2FmtVeaat1qultrUjPURGZpC2EEEIIUYIkSEIIIYQQJUiCVI0cHR2ZNGlSjTgEV9pqnWpSW6FmtVfaap2krXdOJmkLIYQQQpQgPUhCCCGEECVIgiSEEEIIUYIkSEIIIYQQJUiCJIQQQghRgiRI1eT//u//aNCgAU5OToSGhvLnn39qHVKl+OOPP3jwwQcJCAhAp9Px22+/mZQrisLkyZMJCAjA2dmZ7t27c+DAAW2CvQvTp0/n3nvvxd3dHR8fHx5++GGSkpJM6lhLWwG++uorWrdurW64Fh4ezpo1a9Rya2rrjaZPn45Op2Ps2LHqPWtq6+TJk9HpdCYvPz8/tdya2gpw9uxZnn32Wby8vHBxcaFt27bExcWp5dbS3vr165f6e9XpdLz66quA9bQTID8/n/fee48GDRrg7OxMw4YN+eCDDygsLFTrVFp7FVHlli5dqtjb2ytz585VDh48qIwZM0ZxdXVVTp48qXVod2316tXKu+++q/zyyy8KoCxbtsykfMaMGYq7u7vyyy+/KAkJCcqTTz6p+Pv7KxkZGdoEfIf69eunzJ8/X9m/f78SHx+vDBw4UKlXr56SlZWl1rGWtiqKoixfvlxZtWqVkpSUpCQlJSnvvPOOYm9vr+zfv19RFOtqa5GdO3cq9evXV1q3bq2MGTNGvW9NbZ00aZLSsmVLJTk5WX2lpqaq5dbU1suXLytBQUHKsGHDlB07dijHjx9X1q9frxw5ckStYy3tTU1NNfk7jY6OVgBl06ZNiqJYTzsVRVE++ugjxcvLS1m5cqVy/Phx5aefflLc3NyUL774Qq1TWe2VBKkadOzYUXn55ZdN7jVr1kx56623NIqoapRMkAoLCxU/Pz9lxowZ6r1r164per1e+frrrzWIsPKkpqYqgLJ582ZFUay7rUVq166tfPPNN1bZ1szMTKVJkyZKdHS00q1bNzVBsra2Tpo0SWnTpk2ZZdbW1jfffFPp2rXrTcutrb03GjNmjNKoUSOlsLDQ6to5cOBA5YUXXjC59+ijjyrPPvusoiiV+/cqQ2xVLDc3l7i4OPr27Wtyv2/fvmzdulWjqKrH8ePHSUlJMWm7o6Mj3bp1s/i2GwwGADw9PQHrbmtBQQFLly7lypUrhIeHW2VbX331VQYOHEjv3r1N7ltjWw8fPkxAQAANGjTgqaee4tixY4D1tXX58uV06NCBJ554Ah8fH9q1a8fcuXPVcmtrb5Hc3FwWL17MCy+8gE6ns7p2du3alQ0bNnDo0CEA9u7dy5YtW3jggQeAyv17lcNqq9jFixcpKCjA19fX5L6vry8pKSkaRVU9itpXVttPnjypRUiVQlEUxo0bR9euXQkJCQGss60JCQmEh4dz7do13NzcWLZsGS1atFB/yFhLW5cuXcru3buJjY0tVWZtf6+dOnXiu+++Izg4mPPnz/PRRx/RuXNnDhw4YHVtPXbsGF999RXjxo3jnXfeYefOnYwePRpHR0eee+45q2tvkd9++4309HSGDRsGWN+/4TfffBODwUCzZs2wtbWloKCAqVOn8vTTTwOV215JkKqJTqcz+VpRlFL3rJW1tf21115j3759bNmypVSZNbW1adOmxMfHk56ezi+//MLQoUPZvHmzWm4NbT19+jRjxoxh3bp1ODk53bSeNbQVYMCAAep1q1atCA8Pp1GjRixcuJCwsDDAetpaWFhIhw4dmDZtGgDt2rXjwIEDfPXVVzz33HNqPWtpb5F58+YxYMAAAgICTO5bSzt//PFHFi9ezPfff0/Lli2Jj49n7NixBAQEMHToULVeZbRXhtiqmLe3N7a2tqV6i1JTU0tluNamaHWMNbV91KhRLF++nE2bNlG3bl31vjW21cHBgcaNG9OhQwemT59OmzZt+PLLL62qrXFxcaSmphIaGoqdnR12dnZs3ryZf//739jZ2antsYa2lsXV1ZVWrVpx+PBhq/p7BfD396dFixYm95o3b86pU6cA6/xv9uTJk6xfv54XX3xRvWdt7XzjjTd46623eOqpp2jVqhWRkZG8/vrrTJ8+Hajc9kqCVMUcHBwIDQ0lOjra5H50dDSdO3fWKKrq0aBBA/z8/Ezanpuby+bNmy2u7Yqi8Nprr/Hrr7+yceNGGjRoYFJuTW29GUVRyMnJsaq29urVi4SEBOLj49VXhw4deOaZZ4iPj6dhw4ZW09ay5OTkkJiYiL+/v1X9vQJ06dKl1FYchw4dIigoCLDO/2bnz5+Pj48PAwcOVO9ZWzuvXr2KjY1p6mJra6su86/U9t7ZPHJREUXL/OfNm6ccPHhQGTt2rOLq6qqcOHFC69DuWmZmprJnzx5lz549CqB89tlnyp49e9QtDGbMmKHo9Xrl119/VRISEpSnn37aIpeX/uMf/1D0er0SExNjspz26tWrah1raauiKMrbb7+t/PHHH8rx48eVffv2Ke+8845iY2OjrFu3TlEU62prSTeuYlMU62rr+PHjlZiYGOXYsWPK9u3blYiICMXd3V39WWRNbd25c6diZ2enTJ06VTl8+LCyZMkSxcXFRVm8eLFax5raW1BQoNSrV0958803S5VZUzuHDh2q3HPPPeoy/19//VXx9vZWJk6cqNaprPZKglRN/vvf/ypBQUGKg4OD0r59e3V5uKXbtGmTApR6DR06VFEU45LLSZMmKX5+foqjo6Ny//33KwkJCdoGfQfKaiOgzJ8/X61jLW1VFEV54YUX1H+vderUUXr16qUmR4piXW0tqWSCZE1tLdoPxt7eXgkICFAeffRR5cCBA2q5NbVVURRlxYoVSkhIiOLo6Kg0a9ZMmTNnjkm5NbV37dq1CqAkJSWVKrOmdmZkZChjxoxR6tWrpzg5OSkNGzZU3n33XSUnJ0etU1nt1SmKotxJN5cQQgghhLWSOUhCCCGEECVIgiSEEEIIUYIkSEIIIYQQJUiCJIQQQghRgiRIQgghhBAlSIIkhBBCCFGCJEhCCCGEECVIgiSEqBQLFiygVq1ad/2c7t27M3bs2Lt+TnWbPHkybdu2vW29f/7zn4wcObLqA7rBrFmzGDRoULV+phCWThIkIUSlePLJJzl06JDWYZi18+fP8+WXX/LOO+9UyvNOnjyJo6MjGRkZt6w3YsQIYmNj2bJlS6V8rhA1gSRIQohK4ezsjI+Pj9ZhmLV58+YRHh5O/fr1K+V5v//+O927d8fDw+OW9RwdHRkyZAj/+c9/KuVzhagJJEESQpRpxYoV1KpVSz0lOz4+Hp1OxxtvvKHWeemll3j66aeB0kNsRUNOixYton79+uj1ep566ikyMzPVOleuXOG5557Dzc0Nf39/Pv3009vGtXfvXnr06IG7uzseHh6Ehoaya9cukxh+++03goODcXJyok+fPpw+fbpU20JDQ3FycqJhw4ZMmTKF/Px8tdxgMDBy5Eh8fHzw8PCgZ8+e7N271+QZM2bMwNfXF3d3d4YPH861a9duG/vSpUtLDXV1796dUaNGMXbsWGrXro2vry9z5szhypUrPP/887i7u9OoUSPWrFlT6nm///67+ryYmBg6duyIq6srtWrVokuXLpw8eVKtO2jQIH777Teys7NvG6cQQhIkIcRN3H///WRmZrJnzx4ANm/ejLe3N5s3b1brxMTE0K1bt5s+4+jRo/z222+sXLmSlStXsnnzZmbMmKGWv/HGG2zatIlly5axbt06YmJiiIuLu2VczzzzDHXr1iU2Npa4uDjeeust7O3t1fKrV68ydepUFi5cyF9//UVGRgZPPfWUWr527VqeffZZRo8ezcGDB5k9ezYLFixg6tSpACiKwsCBA0lJSWH16tXExcXRvn17evXqxeXLlwH43//+x6RJk5g6dSq7du3C39+f//u//7tl3Glpaezfv58OHTqUKlu4cCHe3t7s3LmTUaNG8Y9//IMnnniCzp07s3v3bvr160dkZCRXr15V35Oens6ff/7JoEGDyM/P5+GHH6Zbt27s27ePbdu2MXLkSHQ6nVq/Q4cO5OXlsXPnzlvGKYS4rtKO2BVCWJ327dsrn3zyiaIoivLwww8rU6dOVRwcHJSMjAwlOTlZAZTExERFURRl/vz5il6vV987adIkxcXFRcnIyFDvvfHGG0qnTp0URVGUzMxMxcHBQVm6dKlafunSJcXZ2VkZM2bMTWNyd3dXFixYUGbZ/PnzFUDZvn27ei8xMVEBlB07diiKoij33XefMm3aNJP3LVq0SPH391cURVE2bNigeHh4KNeuXTOp06hRI2X27NmKoihKeHi48vLLL5uUd+rUSWnTps1N496zZ48CKKdOnTK5361bN6Vr167q1/n5+Yqrq6sSGRmp3iv6Xm/btk29t2TJEqV9+/aKohi/b4ASExNz089XFEWpXbv2Tb93QghT0oMkhLip7t27ExMTg6Io/Pnnnzz00EOEhISwZcsWNm3ahK+vL82aNbvp++vXr4+7u7v6tb+/P6mpqYCxdyk3N5fw8HC13NPTk6ZNm94ypnHjxvHiiy/Su3dvZsyYwdGjR03K7ezsTHppmjVrRq1atUhMTAQgLi6ODz74ADc3N/U1YsQIkpOTuXr1KnFxcWRlZeHl5WVS5/jx4+pnJSYmmsQNlPq6pKKhLScnp1JlrVu3Vq9tbW3x8vKiVatW6j1fX18A9XsHpsNrnp6eDBs2jH79+vHggw/y5ZdfkpycXOpznJ2dTXqhhBA3JwmSEOKmunfvzp9//snevXuxsbGhRYsWdOvWjc2bN992eA0wGfoC0Ol06pwmRVHuKKbJkydz4MABBg4cyMaNG2nRogXLli0r9TklFd0rLCxkypQpxMfHq6+EhAQOHz6Mk5MThYWF+Pv7m5THx8eTlJRkMv+qory9vQHjUFtJZX2fbrx3Y+wAeXl5REVF8dBDD6l15s+fz7Zt2+jcuTM//vgjwcHBbN++3eS5ly9fpk6dOnfcBiFqEkmQhBA3VTQP6YsvvqBbt27odDq6detGTExMuRKkW2ncuDH29vYmv8TT0tLKtVVAcHAwr7/+OuvWrePRRx9l/vz5all+fr46aRsgKSmJ9PR0taerffv2JCUl0bhx41IvGxsb2rdvT0pKCnZ2dqXKi5Kc5s2bl0o+Sn5dUqNGjfDw8ODgwYO3/+bcxqZNm6hVq1apfZfatWvH22+/zdatWwkJCeH7779Xy44ePcq1a9do167dXX++EDWBJEhCiJvS6/W0bduWxYsX0717d8CYNO3evZtDhw6p9+6Em5sbw4cP54033mDDhg3s37+fYcOGYWNz8x9L2dnZvPbaa8TExHDy5En++usvYmNjad68uVrH3t6eUaNGsWPHDnbv3s3zzz9PWFgYHTt2BOD999/nu+++U3uiEhMT+fHHH3nvvfcA6N27N+Hh4Tz88MOsXbuWEydOsHXrVt577z018RozZgzffvst3377LYcOHWLSpEkcOHDglu21sbGhd+/elbIX0fLly01Wwx0/fpy3336bbdu2cfLkSdatW8ehQ4dMvi9//vknDRs2pFGjRnf9+ULUBJIgCSFuqUePHhQUFKjJUO3atWnRogV16tQx+QV8J/71r39x//33M2jQIHr37k3Xrl0JDQ29aX1bW1suXbrEc889R3BwMIMHD2bAgAFMmTJFrePi4sKbb77JkCFDCA8Px9nZmaVLl6rl/fr1Y+XKlURHR3PvvfcSFhbGZ599RlBQEGAczlq9ejX3338/L7zwAsHBwTz11FOcOHFCnQv05JNP8v777/Pmm28SGhrKyZMn+cc//nHb9o4cOZKlS5eqQ2V3avny5SbDay4uLvz999889thjBAcHM3LkSF577TVeeukltc4PP/zAiBEj7upzhahJdMqdTgQQQggzs2DBAsaOHUt6errWoZRJURTCwsIYO3asun9URe3evZuePXty4cKFUnOXbmb//v306tWLQ4cOodfr7+hzhahppAdJCCGqiU6nY86cOSabUlZUfn4+//nPf8qdHAGcO3eO7777TpIjISpAepCEEFbD3HuQhBCWQxIkIYQQQogSZIhNCCGEEKIESZCEEEIIIUqQBEkIIYQQogRJkIQQQgghSpAESQghhBCiBEmQhBBCCCFKkARJCCGEEKIESZCEEEIIIUqQBEkIIYQQooT/B2FHXdrv7upMAAAAAElFTkSuQmCC", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -559,9 +559,26 @@ "plt.legend(loc=\"best\")" ] }, + { + "cell_type": "markdown", + "id": "2184dcfc-cb4d-4540-9b46-d90ee6c090d1", + "metadata": {}, + "source": [ + "### How do we get the 10 m wind speed needed for the Gaussian model?\n", + "We presume that 2890 m is the true surface height where the balloon was launched.\n", + "The first measurement height is at about 3000 m, which is 110 m above the surface.\n", + "We can use the power law relationship to scale down the wind to 10 m.\n", + "\n", + "We will call this location rural, and say that Jan 10 is type F. and Dec 26 is type A.\n", + "To learn more about how type A and type F are defined, see page 10 and 11 of the typed lecture notes on dispersion and smokestack plumes.\n", + "\n", + "Basically, these are the Pasquill-Gifford-Turner Stability Classifications. Type A is very unstable. Type F is stable. These inform the choice of p value in the scaling \n", + "calculations below." + ] + }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 9, "id": "4ae79c5f-c81d-4376-bd27-b76f9c31f414", "metadata": {}, "outputs": [ @@ -575,10 +592,9 @@ } ], "source": [ - "# Now we presume that 2890 m is the true surface height where the balloon was launched\n", - "# We will call this location rural, and say that Jan 10 is type F. and Dec 26 is type A.\n", - "# For simplicity, I'm reading the first sonde-recorded wind speeds at ~3000 m as 110 m above the ground\n", - "# Note that this is not the 10 m that the EPA wants. We can try to estimate the 10 m value.\n", + "# Presuming the first sonde-recorded wind speeds at ~3000 m as 110 m above the ground\n", + "# Note that this is not the 10 m that the EPA wants. \n", + "# We use the scaling equations to estimate the 10 m value.\n", "uref1 = 1.87\n", "zref1 = 110\n", "p1 = 0.55\n", @@ -586,7 +602,8 @@ "u10_1 = uref1*np.power(z1/zref1,p1)\n", "print(u10_1)\n", "\n", - "uref2 = 4.25\n", + "uref2 = 4.25 \n", + "# note that I read this off the lowest measurement from the sounding\n", "zref2 = 110\n", "p2 = 0.07\n", "z2 = 10\n", @@ -596,30 +613,28 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 10, "id": "6c715be4-0879-48cd-b08f-2844ebb5c2e7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 13, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -639,10 +654,18 @@ "plt.legend(loc=\"best\")" ] }, + { + "cell_type": "markdown", + "id": "49cac751-7aac-4834-9390-8b887ce3baa9", + "metadata": {}, + "source": [ + "We can see that the p parameter determines the shape and how winds scale with height. The stability is very important." + ] + }, { "cell_type": "code", "execution_count": null, - "id": "044615b2-3409-490e-b0fd-e43263b0df60", + "id": "f7fc3945-aa0c-4837-a576-1e66ba0e0fa1", "metadata": {}, "outputs": [], "source": [] @@ -664,7 +687,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.13" } }, "nbformat": 4, diff --git a/modules/lab3/.ipynb_checkpoints/lab3-3-checkpoint.ipynb b/modules/lab3/.ipynb_checkpoints/lab3-3-checkpoint.ipynb index 6c6e7a9..6d0343d 100644 --- a/modules/lab3/.ipynb_checkpoints/lab3-3-checkpoint.ipynb +++ b/modules/lab3/.ipynb_checkpoints/lab3-3-checkpoint.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## lab 3-3: Stability classes" + "## Lab 3-3: Stability classes" ] }, { @@ -299,7 +299,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.13" } }, "nbformat": 4, diff --git a/modules/lab3/lab3-1-answer.ipynb b/modules/lab3/lab3-1-answer.ipynb index b014bed..3ec0c3b 100644 --- a/modules/lab3/lab3-1-answer.ipynb +++ b/modules/lab3/lab3-1-answer.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -23,7 +23,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -54,7 +54,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -95,29 +95,27 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 5, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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", 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\n", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", - "plt.plot(C, z, label='Student A')\n", - "plt.plot(Cwreflect, z, label='Student B')\n", + "plt.plot(C, z, label='Concentration 10 m downwind with no reflection')\n", + "plt.plot(Cwreflect, z, label='Concentration 10 m downwind with reflection')\n", "plt.ylabel('height above ground (m)')\n", "plt.xlabel('concentration (kg/m^3)')\n", "plt.title('Concentration 1000 m downwind')\n", @@ -204,11 +200,18 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "In this case, the reflection greatly increases the concentration levels near the groun." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$$ U_{AVG} = \\frac{1}{H}\\int_0^H u(z)dz $$" + ] }, { "cell_type": "code", @@ -234,7 +237,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.13" } }, "nbformat": 4, diff --git a/modules/lab3/lab3-1.ipynb b/modules/lab3/lab3-1.ipynb index 7a4793d..2f2b56e 100644 --- a/modules/lab3/lab3-1.ipynb +++ b/modules/lab3/lab3-1.ipynb @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -95,29 +95,27 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 11, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -149,19 +147,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ - "#Use this cell to write the python code for the equation with the reflection from the ground." + "# Use this cell to write the python code for the equation with the reflection from the ground.\n", + "# You can start by copying and pasting the code for without the reflection above. Then modify it." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "# Use this cell to modify the plot shown above to also show the concentration with the reflection." + ] }, { "cell_type": "code", @@ -201,7 +202,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.13" } }, "nbformat": 4, diff --git a/modules/lab3/lab3-2.ipynb b/modules/lab3/lab3-2.ipynb index e34c1a9..7e743ee 100644 --- a/modules/lab3/lab3-2.ipynb +++ b/modules/lab3/lab3-2.ipynb @@ -6,7 +6,7 @@ "metadata": {}, "source": [ "### Lab 3-2: Wind profiles\n", - "We typically have a measurement of wind at one height above the ground but need to estimate (a) the wind at the height of the smokestack plume or (b) the average wind speed within the mixing depth (to determine the dilution rate or ventilation coefficient)" + "We typically have a measurement of wind at one height above the ground but need to estimate (a) the wind at the height of the smokestack plume or (b) the average wind speed within the mixing depth (to determine the dilution rate or ventilation coefficient)." ] }, { @@ -52,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "f3cd9531-4c80-4a46-9283-8c70333a5a34", "metadata": {}, "outputs": [ @@ -251,7 +251,7 @@ "[5 rows x 24 columns]" ] }, - "execution_count": 2, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -263,35 +263,37 @@ "\n", "sonde_temp_profile = pd.read_csv('2022-01-10_radiosonde.csv')\n", "# take a look at what is included in the file\n", - "sonde_temp_profile.head()\n" + "sonde_temp_profile.head()\n", + "# Here, we are interested in the wind speed (wspd) in m/s.\n", + "# Note that the sounding also provides info on wind direction, where\n", + "# u_wind is the magnitude of winds moving from west to east, and \n", + "# v_wind is the magnitude of winds moving from south to north." ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "4fa598f8-4cc5-4a4c-af2a-2974870313dd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "Text(0.5, 1.0, 'Winds with height')" + "Text(0.5, 1.0, 'Wind speed with height')" ] }, - "execution_count": 3, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -302,12 +304,12 @@ "plt.ylabel('altitude (m)')\n", "plt.xlabel('wind speed (m/s)')\n", "#plt.xlim(0,10000) \n", - "plt.title('Winds with height')" + "plt.title('Wind speed with height')" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 5, "id": "d727c917-1c44-4b93-9e68-bd978eb8eadd", "metadata": {}, "outputs": [ @@ -506,7 +508,7 @@ "[5 rows x 24 columns]" ] }, - "execution_count": 11, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -519,30 +521,28 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "id": "36d9dce0-a290-4c00-9ca0-39b5686aa0b1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 9, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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YsGABtra2ap0lS5YwevRodbXboEGDmDVrVtU3rpo52dtyJbeAvIJCrUMRQgjLVFgIe380Xrd5SttYhKbMah8kc5aRkYFer8dgMJjt/J7u/9rEiUtX+enlcO6t76l1OEIIYXmObYbvBoGjHiYcAnsnrSMSd+lOf3+bxRwkUTncnewByLqWr3EkQghhofZeH14LeUSSoxpOEiQr4uZoHDHNuJancSRCCGGBcq/Awd+N122GaBuL0JwkSFbE3cmYIGVKD5IQQlRc4krIuwK1G0BgR62jERqTBMmKFA2xSYIkhBB3YO8Pxj/bPA1ypFSNJwmSFSnuQZIhNiGEqJCMc3AsxnjderCmoQjzIAmSFfG4niBl5UgPkhBCVMi+/wEK1OsMng20jkaYAUmQrIibzEESQoiKU5Qbhtdk7yNhJAmSFSmegyRDbEIIUW7J8XDhb7BzgpYPax2NMBOSIFmRojlIGdKDJIQQ5Ve091GzgeCk1zYWYTYkQbIisopNCCEqqCAPEn4yXrd5WttYhFmRBMmKuKuTtGWITQghyuXIerh6CVx9oGEPraMRZkQSJCviIZO0hRCiYoomZ7ceDLaan98uzIgkSFbEzbF4iE3OIBZCiNu4ehmS1hivZfWaKEESJCtSNMRWUKiQnVegcTRCCGHmDiyDglzwDQG/VlpHI8yMJEhWxMXBFlsb4/b4WTLMJoQQt1a0ek16j0QZJEGyIjqdDjdHWeovhBC3dekonNkJOhtoJUeLiNIkQbIych6bEEKUQ1HvUaNe4O6rbSzCLEmCZGUc7Ix/pdfyCjWORAghzFRhIeyT4TVxa5IgWRFFUThvuAaAr4ejxtEIIYSZOrUN0k+Bo4dx92whyiAJkhXJuJbPlVzj6jV/vbPG0QghhJk6Em38M7g/2MvPSlE2SZCsyLn0bAA8XR1wdrDVOBohhDBTHvcY/7x6Uds4hFmTBMmKJBuMCVJALSeNIxFCCDNWL8z45+lYKJQ940TZJEGyImfTjfOPZHhNCCFuwacFOLhDbiakHtQ6GmGmJEGyIkVDbPfUkgRJCCFuysYW6nYwXp/arm0swmxJgmRFihIkGWITQojbUIfZdmobhzBbkiBZkWQZYhNCiPIJ7GT887T0IImySYJkRc6qPUiSIAkhxC3V7WA8ZiT9FGQkax2NMEOSIFmJgkKFlAxjD5LMQRJCiNtwdAfflsZr6UUSZZAEyUpcyMyhoFDBzkZHHXfZRVsIIW4rUOYhiZuTBMlKFA2v+Xo4YWuj0zgaIYSwAEUTtWUlmyiDJEhWQpb4CyFEBRVN1E7ZB7lXtY1FmB1JkKxE0S7a/rLEXwghykdfF9wDoDAfzsZpHY0wM5IgWYlz15f4ywo2IYQoJ50O6hUt99+hbSzC7EiCZCVkib8QQtwBdaK2JEjClOYJ0tmzZ3n22Wfx8vLCxcWFtm3bEhdX3NU5bNgwdDqdySssLMzkGTk5OYwaNQpvb29cXV0ZNGgQZ86cMamTlpZGZGQker0evV5PZGQk6enp1dHEaqEeVKuXITYhhCi3G3uQCgu1jUWYFU0TpLS0NLp06YK9vT1r1qzh4MGDfPrpp9SqVcukXv/+/UlOTlZfq1evNikfO3Ysy5YtY+nSpWzZsoWsrCwiIiIoKCg+pXnIkCHEx8cTFRVFVFQU8fHxREZGVkczq4UMsQkhxB3wDQF7F7hmgItJWkcjzIidlh/+8ccfExgYyPz589V79evXL1XP0dERPz+/Mp9hMBiYN28eixYtonfv3gAsXryYwMBA1q9fT79+/UhMTCQqKort27fTqZPx/xbmzp1LeHg4SUlJNG3atPIbV42ycwu4fCUXkARJCCEqxNYe7gmFE38al/v7NNc6ImEmNO1BWr58OR06dOCJJ57Ax8eHdu3aMXfu3FL1YmJi8PHxITg4mBEjRpCamqqWxcXFkZeXR9++fdV7AQEBhISEsHXrVgC2bduGXq9XkyOAsLAw9Hq9WqeknJwcMjIyTF7m6kJmDgD2tjrcHTXNeYUQwvLIwbWiDJomSMeOHeOrr76iSZMmrF27lpdffpnRo0fz3XffqXUGDBjAkiVL2LhxI59++imxsbH07NmTnBxjUpCSkoKDgwO1a9c2ebavry8pKSlqHR8fn1Kf7+Pjo9Ypafr06ep8Jb1eT2BgYGU1u9L5eDji7mRHXoHC9mOXtA5HCCEsizpRWzaMFMU0TZAKCwtp374906ZNo127drz00kuMGDGCr776Sq3z5JNPMnDgQEJCQnjwwQdZs2YNhw4dYtWqVbd8tqIo6HTFO0rfeH2zOjd6++23MRgM6uv06dN32Mqq52Rvy6A2AQD8HHfmNrWFEEKYqNsB0MHlY7BzLiiK1hEJM6BpguTv70+LFi1M7jVv3pxTp07d8j1BQUEcPnwYAD8/P3Jzc0lLSzOpl5qaiq+vr1rn/PnzpZ514cIFtU5Jjo6OeHh4mLzM2eOhdQFYvT+ZzGt5GkcjhBAWxLkWtB1ivF49ARY/BhnJmoYktKdpgtSlSxeSkkxXDRw6dIigoKCbvufSpUucPn0af39/AEJDQ7G3tyc6Olqtk5yczP79++ncuTMA4eHhGAwGdu4sHl/esWMHBoNBrWPp2gbWolEdV67lFbI6Qf7DFkKIChk0CwbMBDsnOLoBvgqHA8u0jkpoSNME6fXXX2f79u1MmzaNI0eO8P333zNnzhxeffVVALKyspgwYQLbtm3jxIkTxMTE8OCDD+Lt7c0jjzwCgF6vZ/jw4YwfP54NGzawZ88enn32WVq1aqWuamvevDn9+/dnxIgRbN++ne3btzNixAgiIiIsfgVbEZ1Ox+OhxnlSMswmhBAVZGMDnV6Cl/4A/7aQnQY/DYNfR0J2usbBCS1omiDde++9LFu2jB9++IGQkBA+/PBDvvjiC5555hkAbG1tSUhI4KGHHiI4OJihQ4cSHBzMtm3bcHd3V5/z+eef8/DDDzN48GC6dOmCi4sLK1aswNbWVq2zZMkSWrVqRd++fenbty+tW7dm0aJF1d7mqvRIu3uw0UHsiTROXLyidThCCGF56jSFF9fD/RNBZwP7foSvusDxP7SOTFQznaLIbLTyyMjIQK/XYzAYzHo+0tBvd7L50AVG9WzM+L7W0TsmhBCaOL0Tlr1knLwNEP4a9Pwn2MuJBZbkTn9/a37UiKhcRZO1f4k7Q2Gh5L5CCHHHAjvCS39C6PPGr7fNgjndIXmfpmGJ6iEJkpXp08IXdyc7zhmusU32RBJCiLvj6AYPfgFD/geuPnAhEeb2hD8/g8KC275dWC5JkKyM7IkkhBBVILgfvLINmkVAYR5smALzH4DLx7WOTFQRSZCs0BMdjKvZ1sieSEIIUXlcveHJxfDwV+Dgbtx5++uusPs72VzSCkmCZIXa1NXT2MdN9kQSQojKptMZN5X8x19QLxxys2D5KFj+mtaRiUomCZIVMu6JZJysLcNsQghRyc4fgG3/hdTE4nun5Bw3ayNHv1upR9rdw8yov4k9kcbxi1do4O2qdUhCCGG5crJg/y/G4bSzu4rv6wOh3bPFK92E1ZAEyUr5ejhxf3AdYpIu8EvcGSb0kz2RhBCiQhQFzu6G3QuNyVFulvG+jR00fQDaD4VGPcDG9tbPERZJEiQr9nhoXWOCtPsMr/cJxtZGp3VIQghh/rLTYN9PxsTo/P7i+56NoP1zxjlIbj7axSeqhSRIVqx3c188nOxINlxj29FLdG3irXVIQghhnhQFTv5lHEI7+DvkXzPet3WElg8bE6OgLsZJ2qJGkATJijnZ2zKobQCLt5/i57jTkiAJIURJWRdg7/fGxOjSkeL7Pi0hdCi0HgzOtbWLT2hGEiQr93hoIIu3nyLqQAoZ1/LwcLLXOiQhhNBWYQEc2wRxCyFpNRTmG+87uEHIY8a5Rfe0l96iGk4SJCvXpq6eJj5uHE7NIiohhcH3BmodkhBCaMNwFvYsNr4Mp4rv39PBOIQW8ig4umsXnzArkiBZOZ1OR6t79BxOzeJCVo7W4QghRPUqyINDa40Tro+sB6XQeN+pFrR5CtpFgl+IpiEK8yQJUg1w6vJVAAI9XTSORAghqkFBPpyNg6RVsHcpZJ0vLqt/n7G3qPmDYO+sXYzC7EmCVAOcvJ4g1feSBEkIYaUMZ+HoBmMv0bEYuGYoLnP1MS7Nb/8ceDXSLERhWSRBsnJXc/O5kGkcWgvylN20hRBWIj8HTm0zJkRHNkDqQdNyp1rGTRxbPgpNB4CtLFARFSMJkpU7ecnYe1TLxR69i/yAEEJYsEtHjcnQ0Q1w/A/Iu3pDoQ7qdoBGvaBxb+MqNNnhWtwFSZCsXFGCFCTzj4QQliYnC05sud5LtB7SjpuWu/kak6HGvaBhD3Dx1CZOYZUkQbJyJy9dAaCelwyvCSHMnKJAamJxQnRqGxTkFpfb2EG9cGNC1Lg3+IbIXkWiykiCZOVkgrYQwqxlpxknVR9ZD0c2QuY50/Ja9aBxH2NC1OA+2adIVBtJkKyc2oMkQ2xCCHNQWAjJe4xziY6shzOxxXsTAdg5GZfiN+5tfHk1kl4ioQlJkKxc0Ryk+t4yxCaE0EhWKhzdaEyIjm6Eq5dMy+s0uz65uhcEdZb9iYRZkATJiuXmF3IuPRuQSdpCiGpUkAendxbPJUrZZ1ru6AENuxl7iBr1glpyBJIwP5IgWbEzaVcpVMDZ3pY67o5ahyOEsGbpp4qHzY5thtxM03L/NsXDZnXvlX2JhNmTBMmKFU3QDvJyQSdj+EKIypSXDSf/Mk6sPrIeLiaZlrt4FQ+bNeoJbj7axCnEHZIEyYqdvGicoB0kK9iEEHdLUeDSkeJhsxNbIP9acbnOBup2LN6XyL8t2NhoFq4Qd0sSJCtW3IMkE7SFEHcgJ9O4Y3VRUpR+yrTcPaB4T6KG3cC5tjZxClEFJEGyYqeur2CTJf5CiHJRFEhJKD7f7PR2KMwvLrd1MK4yKzrOw6e5LMEXVksSJCt24voeSPWlB0kIcTNXL19fgn/9jLOs86blng2LJ1fX7woO8vNE1AySIFmpgkKF05evL/GXOUhCiCKFBXB2d/Gw2dk4QCkut3eBBvdfX4Lf07hRoxA1kCRIViol4xq5BYXY2+rw1ztpHY4QQksZycbeoSPr4egmuJZuWu7TsnguUb0wsJNtQYSQBMlKFR0xUre2C3a2spJEiBolP9c4f6hoLtH5/ablTnpo2KN4xZlHgDZxCmHGJEGyUmfSjMNrdWvLlv1C1AiXjxcf5XFsM+RduaFQB/e0L55cfU8o2MqPfyFuRfOuhbNnz/Lss8/i5eWFi4sLbdu2JS4uTi1XFIXJkycTEBCAs7Mz3bt358CBAybPyMnJYdSoUXh7e+Pq6sqgQYM4c+aMSZ20tDQiIyPR6/Xo9XoiIyNJT0+vjiZqouiIEUmQhLBSuVfh0DpYPRH+3R7+3RZWT4Ck1cbkyLUOtHkaHpsHbxyFERuh57tQr5MkR0KUg6b/laSlpdGlSxd69OjBmjVr8PHx4ejRo9SqVUutM3PmTD777DMWLFhAcHAwH330EX369CEpKQl3d3cAxo4dy4oVK1i6dCleXl6MHz+eiIgI4uLisLW1BWDIkCGcOXOGqKgoAEaOHElkZCQrVqyo9nZXh+R04wZu/npJkISwCooCF5KKJ1ef3AoFOcXlNnYQ2Kl4LpFvK9moUYi7oFMURbl9tarx1ltv8ddff/Hnn3+WWa4oCgEBAYwdO5Y333wTMPYW+fr68vHHH/PSSy9hMBioU6cOixYt4sknnwTg3LlzBAYGsnr1avr160diYiItWrRg+/btdOrUCYDt27cTHh7O33//TdOmTW8ba0ZGBnq9HoPBgIeHRyV9B6pO5Lwd/Hn4Ip880YbHQ+tqHY4Q4k5kp8PxzcVziTLOmpbrA4uX4De4H5zM/2eTENXtTn9/a9qDtHz5cvr168cTTzzB5s2bueeee3jllVcYMWIEAMePHyclJYW+ffuq73F0dKRbt25s3bqVl156ibi4OPLy8kzqBAQEEBISwtatW+nXrx/btm1Dr9eryRFAWFgYer2erVu3lpkg5eTkkJNT/H9nGRkZVfEtqDJnrw+xBcgKNiEsR2EhpOy9YaPGnaAUFJfbOhr3IipKirybyEaNQlQRTROkY8eO8dVXXzFu3Djeeecddu7cyejRo3F0dOS5554jJSUFAF9fX5P3+fr6cvLkSQBSUlJwcHCgdu3apeoUvT8lJQUfn9IHJfr4+Kh1Spo+fTpTpky56zZqQVEUdYgtoJYMsQlh1rIuGCdWH91gTIquXjQt92pSnBAFdQYH2ddMiOqgaYJUWFhIhw4dmDZtGgDt2rXjwIEDfPXVVzz33HNqvZIn0SuKctvT6UvWKav+rZ7z9ttvM27cOPXrjIwMAgMDb98oM5B+NY/sPOP/dfpJD5IQ5qUgH87EFs8lSo43LXdwg4bdjXOJGvWC2kFaRClEjadpguTv70+LFi1M7jVv3pxffvkFAD8/P8DYA+Tv76/WSU1NVXuV/Pz8yM3NJS0tzaQXKTU1lc6dO6t1zp8vsX0+cOHChVK9U0UcHR1xdLTMzdKKhte83RxwsrfVOBohBIYzxt6hI+uNS/BzDKblfq2Ke4nqdgQ7B23iFEKoNE2QunTpQlJSksm9Q4cOERRk/D+mBg0a4OfnR3R0NO3atQMgNzeXzZs38/HHHwMQGhqKvb090dHRDB48GIDk5GT279/PzJkzAQgPD8dgMLBz5046duwIwI4dOzAYDGoSZU2SDTK8JoSm8q7Bqa3Xk6INcCHRtNy5tvEYj6LjPNz9tIlTCHFTmiZIr7/+Op07d2batGkMHjyYnTt3MmfOHObMmQMYh8XGjh3LtGnTaNKkCU2aNGHatGm4uLgwZMgQAPR6PcOHD2f8+PF4eXnh6enJhAkTaNWqFb179waMvVL9+/dnxIgRzJ49GzAu84+IiCjXCjZLc06doC0JkhDVQlHg8rHiYbPjf0J+dnG5zgbu6VDcSxTQFmykd1cIc6ZpgnTvvfeybNky3n77bT744AMaNGjAF198wTPPPKPWmThxItnZ2bzyyiukpaXRqVMn1q1bp+6BBPD5559jZ2fH4MGDyc7OplevXixYsEDdAwlgyZIljB49Wl3tNmjQIGbNmlV9ja1G5wzGH8z+tWT+kRBVJicLTvxZnBSlnTAtd/MrPsqjYXdw8dQiSiHEHdJ0HyRLYkn7II36YQ8r9p7jvYHNefG+hlqHI4R1UBQ4f6A4ITq1HQrzistt7CEo/PqwWS/wbSlL8IUwAxa5D5KoGkVDbLKLthB36eplOBZjnEd0dANkJpuW1wqCJn2MSVH9+8DRTZMwhRCVTxIkK5RcNAdJhtiEqJjCAjgXX9xLdHYXKIXF5XbO0OC+4rlEng2ll0gIKyUJkpXJLygkJcO4iu0eWcUmxO1lnr++SeN644aN2Wmm5XWaF59vVi8c7OV/PISoCSRBsjLnM3MoVMDeVoe3m2Xu4yRElcrPhTM7i3uJUhJMyx09rm/UeH2CtV7OMhSiJpIEycoUDa/56Z2wsZGufyFMZJyDb/tD+knT+/5tb9iosQPY2msSnhDCfEiCZGXOyh5IQpStIA9+GmZMjpxrQ5O+xoSoYQ9wq6N1dEIIMyMJkpWRXbSFuInoSXB6BzjqYcRG4wRrIYS4CRutAxCV6+SlK4CsYBPCxIHfYPt/jdePfCXJkRDitiRBsjKxJ4wrcNrUraVtIEKYi4tH4PfXjNddxkCzgdrGI4SwCJIgWZGLWTkcSc0CoGMDOdZACHKvwv+eg9xMCOoCPd/XOiIhhIWQBMmKxB6/DEAzP3dquThoHI0QGlMUWDUOUg+Aqw88/i3YyrRLIUT5SIJkRXZcT5A6Se+RELB7Iez9AXQ2xuTI3U/riIQQFkQSJCuy/dglADo28NI4EiE0di4eVk80Xvd633g8iBBCVIAkSFYi/WouSeczAZl/JGq47DTjvKOCHAgeAJ3HaB2REMICSYJkJWJPpKEo0LCOK3Xc5YgRUUMVFsKyfxg3g6wVZFzSbyM/5oQQFSc/OazEzuPG4bVOMrwmarKtX8KhNWDrCIO/M+6YLYQQd0ASJCshE7RFjXf8T9jwgfH6gZkQ0FbTcIQQlk0SJCuQlZPP/rMGQOYfiRoqMwV+fgGUQmgzBNoP1ToiIYSFkwTJCuw6cZlCBQI9neUMNlHzFOQbk6MrqeDTEgZ+Cjqd1lEJISycJEhWYKc6vCbzj0QNtPEDOPkXOLgb5x05uGgdkRDCCkiCZAWK5h/J8Jqocf5eBX99abx+aBZ4N9Y2HiGE1ZAEycJl5xaw70w6AGHSgyRqksvHjEv6AcJehZYPaxqOEMK6SIJk4facSiOvQMFf70Sgp8w/EjVEXrZxM8gcAwR2gj5TtI5ICGFlJEGycDcOr+lkYqqoKVa/ASkJ4OINTywAW3utIxJCWBlJkCzcDtkgUtQ0exbDnkWADh77BjwCtI5ICGGFJEGyYDn5Bew5lQ7IBG1RQ6QkwKrxxuse70KjHtrGI4SwWpIgWbC/kzPJyS/E09WBRnVctQ5HiKp1zWCcd5R/DRr3gfvGax2REMKKSYJkwextjX99OpD5R8K6KQr8/qpx5Zo+EB6dI4fQCiGqlPyEsWABtZwAuHQll2t5BRpHI0QV2jYLEleAjT0MXgguMqQshKhakiBZML2zPS4OtgAkG65pHI0QVeTkNoieZLzuPx3uCdU2HiFEjSAJkgXT6XT46429SMnp2RpHI0QVyEqFn4aBUgCtnoB7X9Q6IiFEDSEJkoUrOpz2rCRIwtoUFhgPoc1KAe+mEPGFHEIrhKg2kiBZuAC9MUGSITZhdTZNhRN/gr0rPLkIHN20jkgIUYNIgmTh/K9P1E42SA+SsCKH1sKfnxqvB/0b6jTVNh4hRI2jaYI0efJkdDqdycvPz08tHzZsWKnysLAwk2fk5OQwatQovL29cXV1ZdCgQZw5c8akTlpaGpGRkej1evR6PZGRkaSnp1dHE6tc8RCb9CAJK5F2En4dabzuOBJaPa5tPEKIGknzHqSWLVuSnJysvhISEkzK+/fvb1K+evVqk/KxY8eybNkyli5dypYtW8jKyiIiIoKCguJl70OGDCE+Pp6oqCiioqKIj48nMjKyWtpX1dQhNpmDJKxBfo5xM8hr6XBPB+g7VeuIhBA1lJ3mAdjZmfQaleTo6HjTcoPBwLx581i0aBG9e/cGYPHixQQGBrJ+/Xr69etHYmIiUVFRbN++nU6dOgEwd+5cwsPDSUpKomlTy+66L9oL6Vx6NoqiyIaRwrJFvQXJ8eDsaTyE1s5B64iEEDWU5j1Ihw8fJiAggAYNGvDUU09x7Ngxk/KYmBh8fHwIDg5mxIgRpKamqmVxcXHk5eXRt29f9V5AQAAhISFs3boVgG3btqHX69XkCCAsLAy9Xq/WKUtOTg4ZGRkmL3Pkf70H6UpuARnX8jWORoi7sPdH2PUtoINH50KtQK0jEkLUYJomSJ06deK7775j7dq1zJ07l5SUFDp37sylS8YT6gcMGMCSJUvYuHEjn376KbGxsfTs2ZOcnBwAUlJScHBwoHbt2ibP9fX1JSUlRa3j4+NT6rN9fHzUOmWZPn26OmdJr9cTGGieP6ydHWyp7WIPyERtYcHOH4SVY43X3SZCk96ahiOEEJomSAMGDOCxxx6jVatW9O7dm1WrVgGwcOFCAJ588kkGDhxISEgIDz74IGvWrOHQoUNqvZspOdRU1rDT7Yaj3n77bQwGg/o6ffr0nTSxWhRN1D4n85CEJcrJNM47yrsKDXtAtze1jkgIIbQfYruRq6srrVq14vDhw2WW+/v7ExQUpJb7+fmRm5tLWlqaSb3U1FR8fX3VOufPny/1rAsXLqh1yuLo6IiHh4fJy1wVDbOdk5VswtIoCiwfBZcOg8c98Ng3YGOrdVRCCGFeCVJOTg6JiYn4+/uXWX7p0iVOnz6tloeGhmJvb090dLRaJzk5mf3799O5c2cAwsPDMRgM7Ny5U62zY8cODAaDWsfS3SN7IQlLtWM2HFgGNnbGSdmu3lpHJIQQgMar2CZMmMCDDz5IvXr1SE1N5aOPPiIjI4OhQ4eSlZXF5MmTeeyxx/D39+fEiRO88847eHt788gjjwCg1+sZPnw448ePx8vLC09PTyZMmKAO2QE0b96c/v37M2LECGbPng3AyJEjiYiIsPgVbEX8a0kPkrBAp3fCuneN130/gsCO2sYjhBA30DRBOnPmDE8//TQXL16kTp06hIWFsX37doKCgsjOziYhIYHvvvuO9PR0/P396dGjBz/++CPu7u7qMz7//HPs7OwYPHgw2dnZ9OrViwULFmBrW9xNv2TJEkaPHq2udhs0aBCzZs2q9vZWlaIDa2UOkrAYVy4aD6EtzIeWj0Cnl7WOSAghTOgURVG0DsISZGRkoNfrMRgMZjcfadeJyzz+9TYCPZ35c2JPrcMR4tYKC2DJ43B0I3g1gZGbwNH99u8TQog7cKe/v81qDpK4M/fULtpN+xqXr+RqHI0Qt7F5pjE5sneBwd9JciSEMEuSIFkBPw8nQu7xIL9Q4ec4892OQAgOr4fNHxuvIz4H3xbaxiOEEDchCZIV0Ol0PNspCIAlO05RWCijpsIMpZ+GX0cACoQ+D22e0joiIYS4qbtKkIp2tBbaG9Q2AHcnO05eusqfRy5qHY4QpvJzjZOysy+Df1voP0PriIQQ4pYqlCCtXbuWYcOG0ahRI+zt7XFxccHd3Z1u3boxdepUzp07V1VxittwcbDjsfZ1AVi8/aTG0QhRwrr34OwucKoFgxeCvZPWEQkhxC2VK0H67bffaNq0KUOHDsXGxoY33niDX3/9lbVr1zJv3jy6devG+vXradiwIS+//DIXLlyo6rhFGZ4NqwfAhsTznJUl/8JcJPwMO417kPHIbKhdX9NwhBCiPMq1zL9jx47885//ZODAgdjY3DynOnv2LF9++SW+vr6MHz++UgPVmjkv87/R03O2s+3YJUb1bMz4vtaxEaawYBeSYE4PyLsCXcdB70laRySEqGHu9Pe37INUTpaSIK3al8yr3++mjrsjW9/qib2tzMMXGsnJgm96wYW/of59EPkb2Gq6N60QogaSfZAEAH1b+lLH3ZELmTmsO1D6kF4hqoWiwMrXjcmRmx88/q0kR0IIi1Lhn1iKovDzzz+zadMmUlNTKSwsNCn/9ddfKy04UXH2tjY8dW8g/9l4hEXbTzCwddkH/wpRpXbNg4T/gc4WnpgPbj5aRySEEBVS4R6kMWPGEBkZyfHjx3Fzc0Ov15u8hPae7lgPGx1sP3aZI6mZWocjapqzcRD1tvG6zxQI6qxtPEIIcQcq3IO0ePFifv31Vx544IGqiEdUgoBazvRq7kv0wfMs3n6KyYNaah2SqElWT4SCXGgWAeGvaR2NEELckQr3IOn1eho2bFgVsYhK9GyYcWftX+LOcDU3X+NoRI2RnwPJ8cbrftNAp9M0HCGEuFMVTpAmT57MlClTyM6WfXbM2X2NvQnyciEzJ5/l8bKBp6gmF/6Gwnxw0kOtelpHI4QQd6zCCdITTzxBWloaPj4+tGrVivbt25u8hHmwsdHxTCfjL6jFO04iuzmIapGy3/inX2vpPRJCWLQKz0EaNmwYcXFxPPvss/j6+qKTH4Jm64nQQD5Zd4j9ZzPYe8ZA28BaWockrN356wmSb4i2cQghxF2qcIK0atUq1q5dS9euXasiHlGJars6ENHan193n2XRtpOSIImql5Jg/NNPEiQhhGWr8BBbYGCgWe8kLUwVTdZeue8c6VdzNY5GWDVFkR4kIYTVqHCC9OmnnzJx4kROnDhRBeGIytYusBYt/D3IyS/k57gzWocjrFnGOchOM24OWaeZ1tEIIcRdqXCC9Oyzz7Jp0yYaNWqEu7s7np6eJi9hXnQ6HU93DASQo0dE1SoaXvMOBnsnbWMRQoi7VOE5SF988UUVhCGqUrdgH+AAu0+lcSUnH1dHORNLVIHzMv9ICGE9KvybcujQoVURh6hC9bxcqFvbmTNp2ew8cZkeTeVcLFEF1CX+rbSNQwghKkG5htiuXLlSoYdWtL6oel0bewPw1+GLGkcirJZM0BZCWJFyJUiNGzdm2rRpnDt38x2ZFUUhOjqaAQMG8O9//7vSAhSVo0tRgnT0ksaRCKuUewUuHTVeSw+SEMIKlGuILSYmhvfee48pU6bQtm1bOnToQEBAAE5OTqSlpXHw4EG2bduGvb09b7/9NiNHjqzquEUFdW7kBUBicgYXs3LwdnPUOCJhVVITAQVcfcBNhnCFEJavXAlS06ZN+emnnzhz5gw//fQTf/zxB1u3biU7Oxtvb2/atWvH3LlzeeCBB7CxqfDCOFENvNwcae7vQWJyBluPXmJQmwCtQxLWRDaIFEJYmQpN0q5bty6vv/46r7/+elXFI6pQl0ZexgTpyEVJkETlKkqQZP6REMJKSHdPDdKliXEe0p+HL8rhtaJynZcVbEII6yIJUg3Ssb4n9rY6zqZnc+ryVa3DEdaisBDOHzBeS4IkhLASkiDVIK6OdrQLrA3AX0dkNZuoJOknIDcLbB3Bq4nW0QghRKWQBKmGUZf7H5H9kEQlKdog0qcZ2Mou7UII6yAJUg3TpbFxuf/WoxcpLJR5SKISqBtEyvCaEMJ63FGC9Oeff/Lss88SHh7O2bNnAVi0aBFbtmyp1OBE5WsTWAtXB1vSruZxMDlD63CENVCPGJEVbEII61HhBOmXX36hX79+ODs7s2fPHnJycgDIzMxk2rRplR6gqFz2tjaENTT2Iskwm6gUssRfCGGFKpwgffTRR3z99dfMnTsXe3t79X7nzp3ZvXt3hZ41efJkdDqdycvPz08tVxSFyZMnExAQgLOzM927d+fAgQMmz8jJyWHUqFF4e3vj6urKoEGDOHPmjEmdtLQ0IiMj0ev16PV6IiMjSU9Pr2jTrUbn6/OQtkiCJO5WdjoYThmvpQdJCGFFKpwgJSUlcf/995e67+HhcUdJR8uWLUlOTlZfCQkJatnMmTP57LPPmDVrFrGxsfj5+dGnTx8yMzPVOmPHjmXZsmUsXbqULVu2kJWVRUREBAUFBWqdIUOGEB8fT1RUFFFRUcTHxxMZGVnhWK1F0cG1sScuk5NfcJvaQtxC0fJ+fSA419Y2FiGEqEQVXnLi7+/PkSNHqF+/vsn9LVu20LBhw4oHYGdn0mtURFEUvvjiC959910effRRABYuXIivry/ff/89L730EgaDgXnz5rFo0SJ69+4NwOLFiwkMDGT9+vX069ePxMREoqKi2L59O506dQJg7ty5hIeHk5SURNOmTSscs6UL9nXD282Ri1k57D6ZTvj1c9qEqDB1grb0HgkhrEuFe5BeeuklxowZw44dO9DpdJw7d44lS5YwYcIEXnnllQoHcPjwYQICAmjQoAFPPfUUx44dA+D48eOkpKTQt29fta6joyPdunVj69atAMTFxZGXl2dSJyAggJCQELXOtm3b0Ov1anIEEBYWhl6vV+uUJScnh4yMDJOXtdDpdCar2YS4Y3IGmxDCSlW4B2nixIkYDAZ69OjBtWvXuP/++3F0dGTChAm89tprFXpWp06d+O677wgODub8+fN89NFHdO7cmQMHDpCSkgKAr6+vyXt8fX05efIkACkpKTg4OFC7du1SdYren5KSgo9P6dPFfXx81DplmT59OlOmTKlQeyxJc38Pfo8/x9m0bK1DEZZMepCEEFbqjnZ1mzp1Ku+++y4HDx6ksLCQFi1a4ObmVuHnDBgwQL1u1aoV4eHhNGrUiIULFxIWFgYYeztupChKqXsllaxTVv3bPeftt99m3Lhx6tcZGRkEBgbeukEWxNHO2HmYU1CocSTCYhXkQ2qi8VqOGBFCWJk73ijSxcWFDh060LFjxztKjsri6upKq1atOHz4sDovqWQvT2pqqtqr5OfnR25uLmlpabesc/78+VKfdeHChVK9UzdydHTEw8PD5GVNHK4nSLn5kiCJO3TpCORfA3tXqN1A62iEEKJSlasHqWiSdHn8+uuvdxxMTk4OiYmJ3HfffTRo0AA/Pz+io6Np164dALm5uWzevJmPP/4YgNDQUOzt7YmOjmbw4MEAJCcns3//fmbOnAlAeHg4BoOBnTt30rFjRwB27NiBwWCgc+fOdxyrpXOwNSZIedKDJO6UOrzWAmxkU34hhHUpV4Kk1+vVa0VRWLZsGXq9ng4dOgDGydLp6ekVSqQAJkyYwIMPPki9evVITU3lo48+IiMjg6FDh6LT6Rg7dizTpk2jSZMmNGnShGnTpuHi4sKQIUPUuIYPH8748ePx8vLC09OTCRMm0KpVK3VVW/Pmzenfvz8jRoxg9uzZAIwcOZKIiIgauYKtiPQgibumTtCW4TUhhPUpV4I0f/589frNN99k8ODBfP3119ja2gJQUFDAK6+8UuFhqDNnzvD0009z8eJF6tSpQ1hYGNu3bycoKAgwTgjPzs7mlVdeIS0tjU6dOrFu3Trc3d3VZ3z++efY2dkxePBgsrOz6dWrFwsWLFBjA1iyZAmjR49WV7sNGjSIWbNmVShWa1PUgyQJkrhjMkFbCGHFdIqiVOjE0jp16rBly5ZSvS9JSUl07tyZS5cuVWqA5iIjIwO9Xo/BYLCK+UgbEs8zfOEuWtfVs/y1rlqHIyzRJ00hKwWGR0NgR62jEUKIMt3p7+8KTxzIz88nMTGx1P3ExEQKC6U3wlLIEJu4K1cuGpMjdODTQutohBCi0lV4mf/zzz/PCy+8wJEjR9Sl+Nu3b2fGjBk8//zzlR6gqBrqEJtM0hZ3omj+kWcDcKycVaxCCGFOKpwgffLJJ/j5+fH555+TnJwMGI8fmThxIuPHj6/0AEXVsJceJHE3ihIkmX8khLBSFU6QbGxsmDhxIhMnTlSP37CGOTk1jUzSFnelaIK2rGATQlipO9pJu4gkRparaCdt2QdJ3JEUSZCEENatwglSgwYNbnlER9Fhs8K8ySRtccfyc+BikvFahtiEEFaqwgnS2LFjTb7Oy8tjz549REVF8cYbb1RWXKKKqQmS9CCJirqQBIX54KQHfV2toxFCiCpR4QRpzJgxZd7/73//y65du+46IFE97NWjRhQKCxVsbG59ALAQKnWDyFZwm4OjhRDCUlXaAUoDBgzgl19+qazHiSpW1IMEkCf7V4nyKiyEfT8ar2X+kRDCilVagvTzzz/j6elZWY8TVaxoFRvIPCRRATvnwLEYsHOCDi9oHY0QQlSZCg+xtWvXzmSStqIopKSkcOHCBf7v//6vUoMTVUcSJFFhqYkQ/b7xuu9HUCdY23iEEKIKVThBeuihh0wSJBsbG+rUqUP37t1p1qxZpQYnqo6NjQ57Wx15BYpM1Ba3l58Dv4yAghxo3AfufVHriIQQokpVOEGaPHlyFYQhtOBga0NeQYH0IInb2/ghnE8AFy946L8yOVsIYfUqPAfJ1taW1NTUUvcvXbqEra1tpQQlqoejvfHvK0cSJHErxzbD1lnG60H/AXdfbeMRQohqUOEESVGUMu/n5OTg4OBw1wGJ6lO0m3ZOniRI4iay0+C3fwAKtB8KzQZqHZEQQlSLcg+x/fvf/wZAp9PxzTff4OZWfIJ3QUEBf/zxh8xBsjDFm0UWaByJMEuKAivHQcZZ8GwE/adrHZEQQlSbcidIn3/+OWDsQfr6669NhtMcHByoX78+X3/9deVHKKqM9CCJW0r4CQ78CjpbeHQuOLhqHZEQQlSbcidIx48fB6BHjx78+uuv1K5du8qCEtXD0U7mIImbSD8Fq8Ybr7u/BXVDtY1HCCGqWYVXsW3atKkq4hAaKBpikwRJmCgsgF9fgpwMCOwEXcdpHZEQQlS7ciVI48aN48MPP8TV1ZVx4279w/Kzzz6rlMBE1VOH2PJlDpK4wV9fwqmt4OAGj8wG2wr/f5QQQli8cv3k27NnD3l5eQDs3r3bZKNIYbkcpQdJlHQuHjZNNV4PmAmeDTQNRwghtFKuBOnGYbWYmJiqikVUMxliEyZyr8KvI6AwH5oPgrZDtI5ICCE0U+F9kF544QUyMzNL3b9y5QovvCCHV1qSoknaspO2AIznrF08BG5+8OCXslu2EKJGq3CCtHDhQrKzs0vdz87O5rvvvquUoET1kDlIQnVoHcTONV4/8hW4eGobjxBCaKzcsy8zMjJQFAVFUcjMzMTJyUktKygoYPXq1fj4+FRJkKJqOMg+SAIg6wL8/orxOuwVaNRT23iEEMIMlDtBqlWrFjqdDp1OR3BwcKlynU7HlClTKjU4UbVkHySBosCK0XDlAtRpDr0maR2REEKYhXInSJs2bUJRFHr27Mkvv/yCp2dxF7yDgwNBQUEEBARUSZCiajjaXz9qRBKkmmv3QkhaDbYO8NhcsHe6/XuEEKIGKHeC1K1bN8C4o3a9evVkqb8VcLCVOUg12qWjEPW28brX++DXStt4hBDCjJQrQdq3b5/J1wkJCTet27p167uLSFSboh4kGWKrgQry4JcXIe8qNLgfwl7VOiIhhDAr5UqQ2rZti06nQ1GUW9bT6XQUyMnwFkPmINVgm2fCud3gpIeHvwabCi9oFUIIq1auBKnooFphXWyvj5Lm5ElSW6Oc2gF/fmK8jvgC9PdoGo4QQpijciVIQUFBVR2HqGaKovDrnrMANPJx0zgaUW1yMo27ZSuF0PopCHlU64iEEMIs3fEplAcPHuTUqVPk5uaa3B80aNBdByWq3obEVPadMeBsb8vwrnLeVo2x5i1IPwn6evDATK2jEUIIs1XhBOnYsWM88sgjJCQkmMxLKlrVJnOQzF9hocJn0YcAGNq5Pt5ujhpHJKrFwd8hfjHobODR2cb5R0IIIcpU4ZmZY8aMoUGDBpw/fx4XFxcOHDjAH3/8QYcOHe7qINvp06ej0+kYO3asem/YsGHq5pRFr7CwMJP35eTkMGrUKLy9vXF1dWXQoEGcOXPGpE5aWhqRkZHo9Xr0ej2RkZGkp6ffcayWbu2BFA4mZ+DqYMtL9zfUOhxRHTLOwYoxxuuur0NQZ23jEUIIM1fhBGnbtm188MEH1KlTBxsbG2xsbOjatSvTp09n9OjRdxREbGwsc+bMKXOLgP79+5OcnKy+Vq9ebVI+duxYli1bxtKlS9myZQtZWVlERESY9GQNGTKE+Ph4oqKiiIqKIj4+nsjIyDuK1dIVFip8vt7Ye/RC1wbUdnXQOCJR5QoL4bdXIDsN/NtCt7e0jkgIIcxehYfYCgoKcHMzTur19vbm3LlzNG3alKCgIJKSkiocQFZWFs888wxz587lo48+KlXu6OiIn59fme81GAzMmzePRYsW0bt3bwAWL15MYGAg69evp1+/fiQmJhIVFcX27dvp1KkTAHPnziU8PJykpCSaNm1a4Zgt2cqEZA6dz8LdyY4Xu0rvUY2wczYc2wR2zvDoXLCTpFgIIW6nwj1IISEh6saRnTp1YubMmfz111988MEHNGxY8V+4r776KgMHDlQTnJJiYmLw8fEhODiYESNGkJqaqpbFxcWRl5dH37591XsBAQGEhISwdetWwNjjpdfr1eQIICwsDL1er9YpS05ODhkZGSYvS1dQqPDF9d6jEfc1RO9ir3FEosqdPwjR189X6/cR1Cl9jqIQQojSKtyD9N5773HlyhUAPvroIyIiIrjvvvvw8vLixx9/rNCzli5dyu7du4mNjS2zfMCAATzxxBMEBQVx/Phx/vnPf9KzZ0/i4uJwdHQkJSUFBwcHateubfI+X19fUlJSAEhJScHHx6fUs318fNQ6ZZk+fbrVHb77e/xZjl24Qi0Xe57vUl/rcERVy88xLukvyIEm/aDDcK0jEkIIi1HhBKlfv37qdcOGDTl48CCXL1+mdu3aFTqf7fTp04wZM4Z169bh5FT2AZlPPvmkeh0SEkKHDh0ICgpi1apVPProzfdvURTFJJay4ipZp6S3336bcePGqV9nZGQQGBh4yzaZs7yCQr7ccBiAkfc3xN1Jeo+s3oYP4Px+cPGGh2aBnJ8ohBDldsf7IN3I09Ozwu+Ji4sjNTWV0NBQ9V5BQQF//PEHs2bNIicnB1tbW5P3+Pv7ExQUxOHDxl/0fn5+5ObmkpaWZtKLlJqaSufOndU658+fL/X5Fy5cwNfX96bxOTo64uhoPcvfl+0+y8lLV/FydWBoeH2twxFV7VgMbJtlvH5oFriV7kUVQghxc5odwNSrVy8SEhKIj49XXx06dOCZZ54hPj6+VHIEcOnSJU6fPo2/vz8AoaGh2NvbEx0drdZJTk5m//79aoIUHh6OwWBg586dap0dO3ZgMBjUOtYuN7+49+jlbo1wdayUvFiYq+w0WPYP43Xo89B0gLbxCCGEBdLsN6W7uzshISEm91xdXfHy8iIkJISsrCwmT57MY489hr+/PydOnOCdd97B29ubRx55BAC9Xs/w4cMZP348Xl5eeHp6MmHCBFq1aqVO+m7evDn9+/dnxIgRzJ49G4CRI0cSERFRY1aw/RR3mrPp2dRxd+TZMDk2xqopCqx8HTLPgVdj6DdV64iEEMIimW1Xgq2tLQkJCXz33Xekp6fj7+9Pjx49+PHHH3F3d1frff7559jZ2TF48GCys7Pp1asXCxYsMOmBWrJkCaNHj1ZXuw0aNIhZs2ZVe5u0cC2vgFkbjwDwSvdGODuU7pkTVmTfj3BgGdjYGZf0O7hqHZEQQlgknVJ0Voi4pYyMDPR6PQaDAQ8PD63DKbcFfx1n8oqD+Oud2DShO072kiBZrbST8FUXyM2Enu/B/W9oHZEQQmjuTn9/azYHSVS9a3kF/DfmKACv9mgsyZE1KyyAZS8Zk6PAMOg67vbvEUIIcVOSIFmxxdtPciEzh3tqOTO4g+VuUSDK4a8v4NQ2cHA3HkRrI8mwEELcDUmQrNTV3Hy+ut57NLpXYxzs5K/aap3bA5umGa8f+BfUrq9pOEIIYQ3MdpK2uDsLt57k0pVc6nm68Gj7ulqHIypbQT6c/Av+Xgn7f4HCfGjxMLR5SuvIhBDCKkiCZIUyr+Ux+w9j79GYXk2wt5XeI6uQlw1HN0LiSji0xrjfURHPRhDxueyWLYQQlUQSJCu04K8TpF/No2EdVx5qG6B1OOJuZKfDobXw9wo4sgHyrhaXuXgZN4Fs9iA07A72ZR/ZI4QQouIkQbIy1/IKmPfXccDYe2QnvUeWJyMZklYZe4pO/GkcPiuiD4RmEdA8wrhazVb+ExZCiKogP12tzNoDKaRfzeOeWs5EtJbeI4tx6SgkrjDOKToTa1pWp7kxIWoWAf5tZBhNCCGqgSRIVub7HacAGNwhEFsb+UVqthQFkvcaE6LElXAh0bS87r3Xe4oeBK9G2sQohBA1mCRIVuTohSx2HL+MjQ4G3ysr18xOYYFxr6LElfD3KjCcKi6zsYP69xl7ipoOBA9/7eIUQgghCZI1+TH2NAA9mvrgr3fWOBoBQN41OBZjnGSdtAauXious3eBxr2Mk6yD+4Jzbc3CFEIIYUoSJCuRk1/Az3FnAHi6Yz2No6nhrhngcLRxTtGR9ZCbVVzmXBuCBxh7ihr1BHtJZIUQwhxJgmQlog+e5/KVXHw9HOnetI7W4dQ8WanGYbO/V8KxzVCYV1zmcQ80G2icUxTURVaeCSGEBZCf1Fbih53G+SxPdgiUpf3V5fLx4knWp3cASnGZd3DxcvyA9rLyTAghLIwkSFbg5KUr/HXkEjodDL5XDqWtMooC5/dfn2S90nh9o4D215fjPwh1grWJUQghRKWQBMkKLL0+Ofv+JnWoW9tF42isTGEBnN55vadoBaSfLC7T2UL9LsaEqNlA0N+jXZxCCCEqlSRIFi6voJCfdsnk7EqVnwPH/zAmREmr4cqF4jI7J2jUy9hTFNwfXDy1i1MIIUSVkQTJwm1IPM/FrBy83Rzp1dxH63AsV06mceXZ3yvh0DrIzSwuc9Ibk6FmEcZl+Q6u2sUphBCiWkiCZOG+32kcXhvcoS72Mjm7Yq5cNPYQJa407lVUkFNc5uZnHDZrHmHcwNHWXrMwhRBCVD9JkCzY6ctX+fOwcfjnSZmcXT5pJ4uX45/aBkphcZlno+JJ1veEgo0knEIIUVNJgmTB/rfrNIoCXRt7E+Qlwz5lUhRITSyeZJ2yz7Tcv40xIWoeAXWayXJ8IYQQgCRIFiu/oJD/7TIOr8nk7BIKC+HsLmNC9PdKuHysuExnA/U6X+8pGgi15HsnhBCiNEmQLNSmpAucz8jBy9WBPi18tQ5He/m5cOJPY0L092rISikus3WERj2Mk6ybDgBXb+3iFEIIYREkQbJQRTtnPx5aFwe7GjpXJicLjm4wTrI+tBZyDMVljh7QpK+xp6hxb3B01y5OIYQQFkcSJAt0Lj2bmKRUoAZOzr5yCQ6tub7ybBPkXysuc/WBZg8Y5xQ1uB/sHLSLUwghhEWTBMkC/W/XaQoVCGvoScM6blqHU/UMZ4qP9zi5FZSC4rLa9a+fefYg1L0XbGw1C1MIIYT1kATJwhQUKvwvtgZMzr6QBInLjYlRcrxpmW+r65OsI8C3paw8E0IIUekkQbIwB89lcM5wDXcnO/q19NM6nMpTWAjn9sDfK4xJ0aXDNxTqoF6YMSFqNhA8G2gWphBCiJpBEiQLc/LyFQCa+bnjZG/hw0kFeXDyr+vDZ6sg81xxma0DNOhm7Clq+gC4yTEqQgghqo8kSBbm1OWrAATWdtE4kjuUexWObjTOJ0paA9fSi8sc3KBJH2NPUZO+4OShWZhCCCFqNkmQLMzpy9kABHpaUIKUnWZchp+4Ao5sgPzs4jIXb+PeRM0fNPYY2TtpF6cQQghxnSRIFuZ0UQ+SuSdIGeeKzzw7sQUK84vL9PWKJ1nXC5OVZ0IIIcyOJEgWpmiIrZ45J0h7lsDvrwJK8T2fFteX40eAX2tZeSaEEMKsSYJkQfILCjmXXjTE5qxxNLeQuAJQwKcltHnSmBh5NdI6KiGEEKLczOaMiunTp6PT6Rg7dqx6T1EUJk+eTEBAAM7OznTv3p0DBw6YvC8nJ4dRo0bh7e2Nq6srgwYN4syZMyZ10tLSiIyMRK/Xo9friYyMJD09vRpaVbmSDdfIL1RwsLXB192M5+pcTDL+2X86dBkjyZEQQgiLYxYJUmxsLHPmzKF169Ym92fOnMlnn33GrFmziI2Nxc/Pjz59+pCZmanWGTt2LMuWLWPp0qVs2bKFrKwsIiIiKCgo3m15yJAhxMfHExUVRVRUFPHx8URGRlZb+yrL6TTj8Frd2s7Y2JjpEFV+DqSdMF7XaappKEIIIcSd0jxBysrK4plnnmHu3LnUrl1bva8oCl988QXvvvsujz76KCEhISxcuJCrV6/y/fffA2AwGJg3bx6ffvopvXv3pl27dixevJiEhATWr18PQGJiIlFRUXzzzTeEh4cTHh7O3LlzWblyJUlJSZq0+U5ZxATtS0dBKTQeFuvmq3U0QgghxB3RPEF69dVXGThwIL179za5f/z4cVJSUujbt696z9HRkW7durF161YA4uLiyMvLM6kTEBBASEiIWmfbtm3o9Xo6deqk1gkLC0Ov16t1ypKTk0NGRobJS2tFS/zNeoL2xUPGP72DZSK2EEIIi6XpJO2lS5eye/duYmNjS5WlpKQA4Otr2gvh6+vLyZMn1ToODg4mPU9FdYren5KSgo9P6V2YfXx81DplmT59OlOmTKlYg6qYukmkOU/QvjFBEkIIISyUZj1Ip0+fZsyYMSxevBgnp5tPONaV6IVQFKXUvZJK1imr/u2e8/bbb2MwGNTX6dOnb/mZ1cEilvhfuD5sWUcSJCGEEJZLswQpLi6O1NRUQkNDsbOzw87Ojs2bN/Pvf/8bOzs7teeoZC9PamqqWubn50dubi5paWm3rHP+/PlSn3/hwoVSvVM3cnR0xMPDw+SltTPqJG0zTpDUHiSZoC2EEMJyaZYg9erVi4SEBOLj49VXhw4deOaZZ4iPj6dhw4b4+fkRHR2tvic3N5fNmzfTuXNnAEJDQ7G3tzepk5yczP79+9U64eHhGAwGdu7cqdbZsWMHBoNBrWMJruTkczErF4B6XmaaIBUWwsXDxmsZYhNCCGHBNJuD5O7uTkhIiMk9V1dXvLy81Ptjx45l2rRpNGnShCZNmjBt2jRcXFwYMmQIAHq9nuHDhzN+/Hi8vLzw9PRkwoQJtGrVSp303bx5c/r378+IESOYPXs2ACNHjiQiIoKmTS2nl+NMmnGCtt7ZHg8ne42juYmMM8Zz1mwdoHZ9raMRQggh7phZ76Q9ceJEsrOzeeWVV0hLS6NTp06sW7cOd3d3tc7nn3+OnZ0dgwcPJjs7m169erFgwQJsbYvP91qyZAmjR49WV7sNGjSIWbNmVXt77oZlzD+6Przm2QhszfqflhBCCHFLOkVRlNtXExkZGej1egwGgybzkeZtOc6HKw8ysJU//32mfbV/frls+y+sfQeaD4InF2kdjRBCCHHHv7813wdJlE/RJpF1LWGJv+ygLYQQwsJJgmQhjl7IAiDQnFewXZA9kIQQQlgHSZAsgCE7jx3HLgNwb31PjaO5BdkkUgghhJWQBMkCRB88T25BIU183Gjq5377N2jh6mW4etF47d1E21iEEEKIuyQJkgVYue8cABGtAzSO5BaKdtDWB4KDq7axCCGEEHdJEiQzl341ly2HjT0zEW38NY7mFmR4TQghhBWRBMnMrT2QQn6hQnN/DxrVcdM6nJuTBEkIIYQVkQTJzK3clwxARGsz7j2CG5b4S4IkhBDC8kmCZMYuZeWw9eglwAISpKI5SHJIrRBCCCsgCZIZW7M/hYJChVb36AnyMuOJz3nZkH7KeC1DbEIIIayAJEhmrHj1mpn3Hl06AijgXBtcvbWORgghhLhrkiCZqdTMa+w4btwccqC5J0g3Dq/pdNrGIoQQQlQCSZDM1JqEFBQF2gbWoq45Hy8CcPGw8U/ZIFIIIYSVkATJTFnM8BrAxes9SHJIrRBCCCshCZIZSjZkE3siDbCA4TW4oQdJJmgLIYSwDpIgmaFV1/c+urd+bfz1zhpHcxuFBZIgCSGEsDqSIJmh4s0hzfjstSLpJ6EgB+ycoFY9raMRQgghKoUkSGbm9OWrxJ9OR6eDAa38tA7n9op6j7wag42ttrEIIYQQlUQSJDOzOsHYe9SpgSc+7k4aR1MO6hJ/GV4TQghhPSRBMjMWNbwGN5zBJivYhBBCWA9JkMzIiYtXSDhrwNZGx4AQCxheg+IESfZAEkIIYUUkQTIjq64Pr3Vu5IWXm6PG0ZSDosghtUIIIaySJEhmZMVeC9ocEuDKRbiWDujAq5HW0QghhBCVRhIkM3EkNYu/UzKxs9HRr6WlDK9d7z2qHQT2Zr5fkxBCCFEBkiCZiaLNIbs28aaWi4PG0ZSTOv9IhteEEEJYF0mQzMS6gymABa1eAzi72/inrGATQghhZSRBMhPn0rMBaF1Xr3Ek5VRYAIeijNeNe2kbixBCCFHJJEEyA4WFCobsPABqOdtrHE05nYmFKxfASQ9BXbSORgghhKhUkiCZgcxr+RQqxmu9i4UkSH+vMv7ZpB/YWkjMQgghRDlJgmQG0q7mAuDiYIujnQWcZ6YoxQlSswe0jUUIIYSoApIgmYH068NrtS1p9drlo2DrAI17ax2NEEIIUekkQTIDRT1IekuZf/T3SuOfDbqBo7u2sQghhBBVQBIkM2C4er0HydVSEqTVxj+bDdQ2DiGEEKKKSIJkBop6kGo5W8AQW0YynN1lvG46QNtYhBBCiCqiaYL01Vdf0bp1azw8PPDw8CA8PJw1a9ao5cOGDUOn05m8wsLCTJ6Rk5PDqFGj8Pb2xtXVlUGDBnHmzBmTOmlpaURGRqLX69Hr9URGRpKenl4dTSyX9Os9SLUsYQXboet/P3XvBXcLORJFCCGEqCBNE6S6desyY8YMdu3axa5du+jZsycPPfQQBw4cUOv079+f5ORk9bV69WqTZ4wdO5Zly5axdOlStmzZQlZWFhERERQUFKh1hgwZQnx8PFFRUURFRREfH09kZGS1tfN20ot6kCwhQSpavdZUVq8JIYSwXnZafviDDz5o8vXUqVP56quv2L59Oy1btgTA0dERP7+yeyoMBgPz5s1j0aJF9O5tXE21ePFiAgMDWb9+Pf369SMxMZGoqCi2b99Op06dAJg7dy7h4eEkJSXRtKn2x2RYzCq2axlwbLPxulmEtrEIIYQQVchs5iAVFBSwdOlSrly5Qnh4uHo/JiYGHx8fgoODGTFiBKmpqWpZXFwceXl59O3bV70XEBBASEgIW7duBWDbtm3o9Xo1OQIICwtDr9erdcqSk5NDRkaGyauqFA2xmf0qtiProTAPvBpDnWCtoxFCCCGqjOYJUkJCAm5ubjg6OvLyyy+zbNkyWrRoAcCAAQNYsmQJGzdu5NNPPyU2NpaePXuSk5MDQEpKCg4ODtSuXdvkmb6+vqSkpKh1fHx8Sn2uj4+PWqcs06dPV+cs6fV6AgMDK6vJpRQNsZl9D5K6OaSsXhNCCGHdNB1iA2jatCnx8fGkp6fzyy+/MHToUDZv3kyLFi148skn1XohISF06NCBoKAgVq1axaOPPnrTZyqKgk6nU7++8fpmdUp6++23GTdunPp1RkZGlSVJRUNsZj0HKT8XDkcbr5tKgiRETVZQUEBeXp7WYQgBgL29Pba2lX8KheYJkoODA40bNwagQ4cOxMbG8uWXXzJ79uxSdf39/QkKCuLw4cMA+Pn5kZubS1pamkkvUmpqKp07d1brnD9/vtSzLly4gK+v703jcnR0xNHR8a7aVl5pV4omaZtxD9LJLZBjAFcfqNtB62iEEBpQFIWUlBSzWgUsBECtWrXw8/O7ZcdHRWmeIJWkKIo6hFbSpUuXOH36NP7+/gCEhoZib29PdHQ0gwcPBiA5OZn9+/czc+ZMAMLDwzEYDOzcuZOOHTsCsGPHDgwGg5pEaamgUCHjWj5g5j1IRZtDNu0PNhZwXpwQotIVJUc+Pj64uLhU6i8jIe6EoihcvXpVnZ9clB9UBk0TpHfeeYcBAwYQGBhIZmYmS5cuJSYmhqioKLKyspg8eTKPPfYY/v7+nDhxgnfeeQdvb28eeeQRAPR6PcOHD2f8+PF4eXnh6enJhAkTaNWqlbqqrXnz5vTv358RI0aovVIjR44kIiLCLFawGbKLu6lrmeskbUWBpKLds2X1mhA1UUFBgZoceXl5aR2OECpnZ2fAOHrk4+NTacNtmiZI58+fJzIykuTkZPR6Pa1btyYqKoo+ffqQnZ1NQkIC3333Henp6fj7+9OjRw9+/PFH3N2Lz//6/PPPsbOzY/DgwWRnZ9OrVy8WLFhg8g1asmQJo0ePVle7DRo0iFmzZlV7e8tSNEHb3dEOO1vN58yXLTkeMs6Cvavx/DUhRI1TNOfIxcVF40iEKK3o32VeXp51JEjz5s27aZmzszNr16697TOcnJz4z3/+w3/+85+b1vH09GTx4sV3FGNVSyvaRducz2ErWr3WuBfYO2kbixBCUzKsJsxRVfy7NNMui5rDkG0B57D9LcNrQghhrWJiYtDpdLecfL9gwQJq1apVbTGZA0mQNGb257BdPg6pB0BnC036aB2NEEJU2LBhw3j44Yer9DPmzJlD9+7d8fDwuGmyUdXngtbEJKYqSYKkMXWIzVyX+BdNzq7fBVw8tY1FCCHM1NWrV+nfvz/vvPPOTeuY+7mgwpQkSBozqLtom2kPkno4rWwOKYSwfFFRUXTt2pVatWrh5eVFREQER48eVctPnDiBTqfj119/pUePHri4uNCmTRu2bdt2y+eOHTuWt956i7CwsDLLi84F/eabbwgPDyc8PJy5c+eycuVKkpKSyh3/3r176dGjB+7u7nh4eBAaGsquXbuIiYnh+eefx2AwoNPp0Ol0TJ48GTCeUdqhQwfc3d3x8/NjyJAhJsd2Ffnrr79o06YNTk5OdOrUiYSEhFvGsmLFCkJDQ3FycqJhw4ZMmTKF/Pz8crfF3EmCpDG1B8kcl/hfuQSnrv9QaPaAtrEIIcyOoihczc2v9peiKHcc85UrVxg3bhyxsbFs2LABGxsbHnnkEQoLC03qvfvuu0yYMIH4+HiCg4N5+umn7+qX/52eC1rSM888Q926dYmNjSUuLo633noLe3t7OnfuzBdffIGHhwfJyckkJyczYcIEAHJzc/nwww/Zu3cvv/32G8ePH2fYsGGlnv3GG2/wySefEBsbi4+PD4MGDbrpjulr167l2WefZfTo0Rw8eJDZs2ezYMECpk6dWrFvjBkzu40ia5riY0bMcIjtUBQoheDXCmrV0zoaIYSZyc4roMX7t19tXNkOftAPF4c7+/X12GOPmXw9b948fHx8OHjwICEhIer9CRMmMHCgsed8ypQptGzZkiNHjtCsWbM7+tw7PRe0pFOnTvHGG2+ocTRp0kQt0+v16HQ6/Pz8TN7zwgsvqNcNGzbk3//+Nx07diQrKws3Nze1bNKkSfTpY5xrunDhQurWrcuyZcvUjZhvNHXqVN566y2GDh2qPvfDDz9k4sSJTJo0qdztMWfSg6Sx7NwCAOxszXDprHo4raxeE0JYh6NHjzJkyBAaNmyIh4cHDRo0AIyJx41at26tXhftzlzWsFRF3Mm5oCWNGzeOF198kd69ezNjxgyT4cGb2bNnDw899BBBQUG4u7vTvXt3oHSbw8PD1WtPT0+aNm1KYmJimc+Mi4vjgw8+wM3NTX2NGDGC5ORkrl69Wu72mDPpQdJYsK8b6xPPc+BshtahmMq9Ckc3Gq+byvCaEKI0Z3tbDn7QT5PPvVMPPvgggYGBzJ07l4CAAAoLCwkJCSE3N9eknr198bSHogSm5DBcRdzpuaAlTZ48mSFDhrBq1SrWrFnDpEmTWLp0qXrCRElXrlyhb9++9O3bl8WLF1OnTh1OnTpFv379SrW5LDdL3goLC5kyZUqZB8c7OVnHfnmSIGmsXT3jIbt7TqdpHEkJxzZBfjbo6xmH2IQQogSdTnfHQ11auHTpEomJicyePZv77rsPgC1btlTLZ1fmuaDBwcEEBwfz+uuv8/TTTzN//nweeeQRHBwcKCgoMKn7999/c/HiRWbMmEFgYCAAu3btKvO527dvp14943SKtLQ0Dh06dNMhxfbt25OUlKQeNm+NLOdftpVqG1gLgMOpWWRey8PdyUwma6ubQz4AsnOuEMIK1K5dGy8vL+bMmYO/vz+nTp3irbfeqpRnp6SkkJKSwpEjRwBISEjA3d2devXq4enpWSnngmZnZ/PGG2/w+OOP06BBA86cOUNsbKw6r6p+/fpkZWWxYcMG2rRpg4uLC/Xq1cPBwYH//Oc/vPzyy+zfv58PP/ywzOd/8MEHeHl54evry7vvvou3t/dN9496//33iYiIIDAwkCeeeAIbGxv27dtHQkICH330UQW/e+ZJ5iBprI67I3VrO6MosO+MQetwjAoL4NAa43UzWd4vhLBshYWF2NnZYWNjw9KlS4mLiyMkJITXX3+df/3rX5XyGV9//TXt2rVjxIgRANx///20a9eO5cuXq3WWLFlCq1at1CGv1q1bs2jRIpPn1K9fX12eX5KtrS2XLl3iueeeIzg4mMGDBzNgwACmTJkCQOfOnXn55Zd58sknqVOnDjNnzqROnTosWLCAn376iRYtWjBjxgw++eSTMp8/Y8YMxowZQ2hoKMnJySxfvhwHh7IXEPXr14+VK1cSHR3NvffeS1hYGJ999hlBQUEV/daZLZ1yN+sla5CMjAz0ej0GgwEPD49KffaoH/awYu85JvQN5rWeTW7/hqp2civMHwBOteCNo2ArHY1C1HTXrl3j+PHjNGjQwOLmmPTv35/GjRubzSHlN5OdnY2npyerV6+mR48eWodjUW717/NOf39LD5IZKBpmiz+drmkcqsSVxj+D+0tyJISwWGlpaaxatYqYmBh69+6tdTi3tXnzZnr27CnJkZmQ335moF29WgDsOZVe4SWfle78Adg1z3jd/EHt4hBCiLv0wgsvEBsby/jx43nooYe0Due2+vfvT//+/bUOQ1wnCZIZaBnggYOtDZeu5HL6cjb1vFy0CST3Cvw0DPKvQeM+srxfCGHRli1bpnUIwoLJEJsZcLSzpXmAcVxU0+X+qybAxUPg7g+PfA028s9DCCFEzSS/Ac1Eu+vzkPacStcmgPjvYe/3oLOBx+aBq7c2cQghhBBmQBIkM1E0D0mTidoXkmDVeON193egfpfqj0EIIYQwI5IgmYl2gcYdtQ+eyyAnv+A2tStRXrZx3lHeVWjYHe4bV32fLYQQQpgpSZDMRKCnM16uDuQWFHLgXDWey7bmTUg9CK4+8MgcsLnzM46EEEIIayEJkpnQ6XTF+yFV1zykhJ9h90JAB4/NBffyH5gohBBCWDNJkMyIuh9SdcxDunQUVowxXt//hnF4TQghhKhkMTEx6HQ60tPTb1pnwYIF1KpVq9piKg9JkMxIu3rGeUh7TlXxUv+8a/DTUMjNgqAu0O3Nqv08IYTQ0LBhw9DpdOh0Ouzt7fH19aVPnz58++23FBYWVuln//rrr/Tp04c6derg4eFBeHg4a9euLVUvPT2dV199FX9/f5ycnGjevDmrV6+u0tgqyhyTmKokCZIZaV1Xj04HZ9KyuZCZU3UfFP1PSEkAFy947Bs5TkQIYfX69+9PcnIyJ06cYM2aNfTo0YMxY8YQERFBfn5+lX3uH3/8QZ8+fVi9ejVxcXH06NGDBx98kD179qh1cnNz6dOnDydOnODnn38mKSmJuXPncs8991RZXOL2JEEyI+5O9jTxcQOqcLn/wd9h5xzj9SNzwCOgaj5HCCHMiKOjI35+ftxzzz20b9+ed955h99//501a9awYMECtZ7BYGDkyJH4+Pjg4eFBz5492bt3r8mzli9fTocOHXBycsLb25tHH330pp/7xRdfMHHiRO69916aNGnCtGnTaNKkCStWrFDrfPvtt1y+fJnffvuNLl26EBQURNeuXWnTpk2523fixAl0Oh3x8fHqvfT0dHQ6HTExMUDxUNeGDRvo0KEDLi4udO7cmaSkJPU9e/fupUePHri7u+Ph4UFoaCi7du0iJiaG559/HoPBoPbGTZ48GYDFixfToUMH3N3d8fPzY8iQIaSmppaK8a+//qJNmzY4OTnRqVMnEhISbtmmFStWEBoaipOTEw0bNmTKlClVmsyWJAmSmSk+uLYKhtnSTsDvo4zXXcZCE/M/vFEIYcYUxXhEUXW/FKVSwu/Zsydt2rTh119/vd4chYEDB5KSkqL2+LRv355evXpx+fJlAFatWsWjjz7KwIED2bNnj5pslFdhYSGZmZl4enqq95YvX054eDivvvoqvr6+hISEMG3aNAoKqmbLl3fffZdPP/2UXbt2YWdnxwsvvKCWPfPMM9StW5fY2Fji4uJ46623sLe3p3PnznzxxRd4eHiQnJxMcnIyEyZMAIw9YB9++CF79+7lt99+4/jx4wwbNqzU577xxht88sknxMbG4uPjw6BBg8jLyyszxrVr1/Lss88yevRoDh48yOzZs1mwYAFTp06tku9JWWRsxcy0q1eb/+06U/k7aufnwk/PQ44B6naEnu9V7vOFEDVP3lWYpkEv9DvnwMG1Uh7VrFkz9u3bB8CmTZtISEggNTUVR0dHAD755BN+++03fv75Z0aOHMnUqVN56qmnmDJlivqMivT0fPrpp1y5coXBgwer944dO8bGjRt55plnWL16NYcPH+bVV18lPz+f999/v1LaeaOpU6fSrVs3AN566y0GDhzItWvXcHJy4tSpU7zxxhs0a9YMgCZNmqjv0+v16HQ6/Pz8TJ53Y4LVsGFD/v3vf9OxY0eysrJwc3NTyyZNmkSfPn0AWLhwIXXr1mXZsmUm34sbY3zrrbcYOnSo+twPP/yQiRMnMmnSpEr6TtyaJEhmpmgl297T6RQUKtja6CrnwRumwLnd4FQLHv8WbO0r57lCCGHBFEVBpzP+nI2LiyMrKwsvLy+TOtnZ2Rw9ehSA+Ph4RowYcUef9cMPPzB58mR+//13fHx81PuFhYX4+PgwZ84cbG1tCQ0N5dy5c/zrX/+qkgSpdevW6rW/vz8Aqamp1KtXj3HjxvHiiy+yaNEievfuzRNPPEGjRo1u+bw9e/YwefJk4uPjuXz5sjrx/dSpU7Ro0UKtFx4erl57enrStGlTEhMTy3xmXFwcsbGxJj1GBQUFXLt2jatXr+LiUvWHukuCZGaa+Ljj6mDLldwCjqRm0dTP/e4fmrQGts0yXj/8FdQKvPtnCiGEvYuxN0eLz60kiYmJNGjQADAmKv7+/uqcnRsVrd5ydna+o8/58ccfGT58OD/99BO9e5tOb/D398fe3h5b2+KNeps3b05KSgq5ubk4ODjc9vk21w8XV24YfrzZ8JW9ffH/IBclh0VJzeTJkxkyZAirVq1izZo1TJo0iaVLl/LII4+U+awrV67Qt29f+vbty+LFi6lTpw6nTp2iX79+5Obm3jbuos8vqbCwkClTppQ5v8vJyem2z60MkiCZGVsbHa3r1mLbsUvsOZV29wlS+mlY9rLxOuwVaPbA3QcphBAAOl2lDXVpYePGjSQkJPD6668D0L59e1JSUrCzs6N+/fplvqd169Zs2LCB559/vtyf88MPP/DCCy/www8/MHDgwFLlXbp04fvvv6ewsFBNdA4dOoS/v3+5kiOAOnXqAJCcnEy7du0ATCZsV0RwcDDBwcG8/vrrPP3008yfP59HHnkEBweHUvOi/v77by5evMiMGTMIDDT+z/euXbvKfO727dupV68eAGlpaRw6dEgdyiupffv2JCUl0bhx4ztqQ2WQSdpmqNIOri3Ig1+Gw7V0CGgHvafc9i1CCGGNcnJySElJ4ezZs+zevZtp06bx0EMPERERwXPPPQdA7969CQ8P5+GHH2bt2rWcOHGCrVu38t5776m/9CdNmsQPP/zApEmTSExMJCEhgZkzZ970c3/44Qeee+45Pv30U8LCwkhJSSElJQWDwaDW+cc//sGlS5cYM2YMhw4dYtWqVUybNo1XX3213O1zdnYmLCyMGTNmcPDgQf744w/ee69ic02zs7N57bXXiImJ4eTJk/z111/ExsbSvHlzAOrXr09WVhYbNmzg4sWLXL16lXr16uHg4MB//vMfjh07xvLly/nwww/LfP4HH3zAhg0b2L9/P8OGDcPb25uHH364zLrvv/8+3333HZMnT+bAgQMkJiby448/VrhNd0UR5WIwGBRAMRgMVf5Za/cnK0FvrlT6frb57h4UPUlRJnkoyrS6inLpWKXEJoSombKzs5WDBw8q2dnZWodSYUOHDlUABVDs7OyUOnXqKL1791a+/fZbpaCgwKRuRkaGMmrUKCUgIECxt7dXAgMDlWeeeUY5deqUWueXX35R2rZtqzg4OCje3t7Ko48+etPP7tatm/rZN76GDh1qUm/r1q1Kp06dFEdHR6Vhw4bK1KlTlfz8fLV8/vz5yu1+ZR88eFAJCwtTnJ2dlbZt2yrr1q1TAGXTpk2KoijKpk2bFEBJS0tT37Nnzx4FUI4fP67k5OQoTz31lBIYGKg4ODgoAQEBymuvvWbyd/7yyy8rXl5eCqBMmjRJURRF+f7775X69esrjo6OSnh4uLJ8+XIFUPbs2WPyuStWrFBatmypODg4KPfee68SHx9v0j69Xm/SnqioKKVz586Ks7Oz4uHhoXTs2FGZM2dOmW2/1b/PO/39rVOUSlovaeUyMjLQ6/UYDAY8PDyq9LNSM6/RceoGdDrYN6kv7k53MKH6yHpY/Jjx+omF0PLhSo1RCFGzXLt2jePHj9OgQYNqmwMiik2ePJmYmJgy50eJW//7vNPf3zIHyQz5uDsR6OmMg60N5zOuVTxBykiGX18yXt/7oiRHQghh4dauXcuXX36pdRg1iqZzkL766itat26Nh4eHekbNmjVr1HJFUZg8eTIBAQE4OzvTvXt3Dhw4YPKMnJwcRo0ahbe3N66urgwaNIgzZ86Y1ElLSyMyMhK9Xo9erycyMvKWh+aZg+jXu7FhfHca+1RwknZhAfzyIly9CH6toG/1baolhBCiamzbto2OHTtqHUaNommCVLduXWbMmMGuXbvYtWsXPXv25KGHHlKToJkzZ/LZZ58xa9YsYmNj8fPzo0+fPmRmZqrPGDt2LMuWLWPp0qVs2bKFrKwsIiIiTGbaDxkyhPj4eKKiooiKiiI+Pp7IyMhqb29FONnb3r5SWTZ/DCe3gIMbPL4A7KUrXAghhKiwCs1Yqga1a9dWvvnmG6WwsFDx8/NTZsyYoZZdu3ZN0ev1ytdff60oiqKkp6cr9vb2ytKlS9U6Z8+eVWxsbJSoqChFUYyT1gBl+/btap1t27YpgPL333+XO67qnKR9xwxnFeUDb+PE7L3/0zoaIYQVseRJ2sL6VcUkbbNZ5l9QUMDSpUu5cuUK4eHhHD9+nJSUFPr27avWcXR0pFu3bmzduhUw7rSZl5dnUicgIICQkBC1zrZt29Dr9XTq1EmtExYWhl6vV+uUJScnh4yMDJOX2fMIgKEr4b4J0PoJraMRQgghLJbmCVJCQgJubm44Ojry8ssvs2zZMlq0aEFKSgoAvr6+JvV9fX3VspSUFBwcHKhdu/Yt69y4pXsRHx8ftU5Zpk+frs5Z0uv16gZYZq9eJ+j1T62jEEJYKUUWPgszVBX/LjVPkJo2bUp8fDzbt2/nH//4B0OHDuXgwYNqecltyJUbzs25mZJ1yqp/u+e8/fbbGAwG9XX69OnyNkkIIaxO0fEUV69e1TgSIUor+nd54zEqd0vzZf4ODg7qVuIdOnQgNjaWL7/8kjfffBMw9gAVHaYHxgP1inqV/Pz8yM3NJS0tzaQXKTU1lc6dO6t1zp8/X+pzL1y4UKp36kaOjo7qac5CCFHT2draUqtWLVJTUwFwcXG57f+sClHVFEXh6tWrpKamUqtWLZPz7O6W5glSSYqikJOTQ4MGDfDz8yM6Olo9VyY3N5fNmzfz8ccfAxAaGoq9vT3R0dEMHjwYMJ5Ds3//fnXr9/DwcAwGAzt37lSXSO7YsQODwaAmUUIIIW7Pz88PQE2ShDAXtWrVUv99VhZNE6R33nmHAQMGEBgYSGZmJkuXLiUmJoaoqCh0Oh1jx45l2rRpNGnShCZNmjBt2jRcXFwYMmQIAHq9nuHDhzN+/Hi8vLzw9PRkwoQJtGrVSj0tuXnz5vTv358RI0Ywe/ZsAEaOHElERARNmzbVrO1CCGFpdDod/v7++Pj43PSkeCGqm729faX2HBXRNEE6f/48kZGRJCcno9frad26NVFRUfTp0weAiRMnkp2dzSuvvEJaWhqdOnVi3bp1uLsXb574+eefY2dnx+DBg8nOzqZXr14sWLDA5Ju1ZMkSRo8era52GzRoELNmzarexgohhJWwtbWtkl9IQpgTOYutnKrzLDYhhBBCVI47/f2t+So2IYQQQghzIwmSEEIIIUQJZreKzVwVjURaxI7aQgghhACKf29XdEaRJEjlVHRArsXsqC2EEEIIVWZmJnq9vtz1ZZJ2ORUWFnLu3Dnc3d3veHO0jIwMAgMDOX36tNVP9Ja2Wqea1FaoWe2Vtlonaaux5ygzM5OAgABsbMo/s0h6kMrJxsaGunXrVsqzPDw8rP4fahFpq3WqSW2FmtVeaat1qultrUjPURGZpC2EEEIIUYIkSEIIIYQQJUiCVI0cHR2ZNGlSjTgEV9pqnWpSW6FmtVfaap2krXdOJmkLIYQQQpQgPUhCCCGEECVIgiSEEEIIUYIkSEIIIYQQJUiCJIQQQghRgiRI1eT//u//aNCgAU5OToSGhvLnn39qHVKl+OOPP3jwwQcJCAhAp9Px22+/mZQrisLkyZMJCAjA2dmZ7t27c+DAAW2CvQvTp0/n3nvvxd3dHR8fHx5++GGSkpJM6lhLWwG++uorWrdurW64Fh4ezpo1a9Rya2rrjaZPn45Op2Ps2LHqPWtq6+TJk9HpdCYvPz8/tdya2gpw9uxZnn32Wby8vHBxcaFt27bExcWp5dbS3vr165f6e9XpdLz66quA9bQTID8/n/fee48GDRrg7OxMw4YN+eCDDygsLFTrVFp7FVHlli5dqtjb2ytz585VDh48qIwZM0ZxdXVVTp48qXVod2316tXKu+++q/zyyy8KoCxbtsykfMaMGYq7u7vyyy+/KAkJCcqTTz6p+Pv7KxkZGdoEfIf69eunzJ8/X9m/f78SHx+vDBw4UKlXr56SlZWl1rGWtiqKoixfvlxZtWqVkpSUpCQlJSnvvPOOYm9vr+zfv19RFOtqa5GdO3cq9evXV1q3bq2MGTNGvW9NbZ00aZLSsmVLJTk5WX2lpqaq5dbU1suXLytBQUHKsGHDlB07dijHjx9X1q9frxw5ckStYy3tTU1NNfk7jY6OVgBl06ZNiqJYTzsVRVE++ugjxcvLS1m5cqVy/Phx5aefflLc3NyUL774Qq1TWe2VBKkadOzYUXn55ZdN7jVr1kx56623NIqoapRMkAoLCxU/Pz9lxowZ6r1r164per1e+frrrzWIsPKkpqYqgLJ582ZFUay7rUVq166tfPPNN1bZ1szMTKVJkyZKdHS00q1bNzVBsra2Tpo0SWnTpk2ZZdbW1jfffFPp2rXrTcutrb03GjNmjNKoUSOlsLDQ6to5cOBA5YUXXjC59+ijjyrPPvusoiiV+/cqQ2xVLDc3l7i4OPr27Wtyv2/fvmzdulWjqKrH8ePHSUlJMWm7o6Mj3bp1s/i2GwwGADw9PQHrbmtBQQFLly7lypUrhIeHW2VbX331VQYOHEjv3r1N7ltjWw8fPkxAQAANGjTgqaee4tixY4D1tXX58uV06NCBJ554Ah8fH9q1a8fcuXPVcmtrb5Hc3FwWL17MCy+8gE6ns7p2du3alQ0bNnDo0CEA9u7dy5YtW3jggQeAyv17lcNqq9jFixcpKCjA19fX5L6vry8pKSkaRVU9itpXVttPnjypRUiVQlEUxo0bR9euXQkJCQGss60JCQmEh4dz7do13NzcWLZsGS1atFB/yFhLW5cuXcru3buJjY0tVWZtf6+dOnXiu+++Izg4mPPnz/PRRx/RuXNnDhw4YHVtPXbsGF999RXjxo3jnXfeYefOnYwePRpHR0eee+45q2tvkd9++4309HSGDRsGWN+/4TfffBODwUCzZs2wtbWloKCAqVOn8vTTTwOV215JkKqJTqcz+VpRlFL3rJW1tf21115j3759bNmypVSZNbW1adOmxMfHk56ezi+//MLQoUPZvHmzWm4NbT19+jRjxoxh3bp1ODk53bSeNbQVYMCAAep1q1atCA8Pp1GjRixcuJCwsDDAetpaWFhIhw4dmDZtGgDt2rXjwIEDfPXVVzz33HNqPWtpb5F58+YxYMAAAgICTO5bSzt//PFHFi9ezPfff0/Lli2Jj49n7NixBAQEMHToULVeZbRXhtiqmLe3N7a2tqV6i1JTU0tluNamaHWMNbV91KhRLF++nE2bNlG3bl31vjW21cHBgcaNG9OhQwemT59OmzZt+PLLL62qrXFxcaSmphIaGoqdnR12dnZs3ryZf//739jZ2antsYa2lsXV1ZVWrVpx+PBhq/p7BfD396dFixYm95o3b86pU6cA6/xv9uTJk6xfv54XX3xRvWdt7XzjjTd46623eOqpp2jVqhWRkZG8/vrrTJ8+Hajc9kqCVMUcHBwIDQ0lOjra5H50dDSdO3fWKKrq0aBBA/z8/Ezanpuby+bNmy2u7Yqi8Nprr/Hrr7+yceNGGjRoYFJuTW29GUVRyMnJsaq29urVi4SEBOLj49VXhw4deOaZZ4iPj6dhw4ZW09ay5OTkkJiYiL+/v1X9vQJ06dKl1FYchw4dIigoCLDO/2bnz5+Pj48PAwcOVO9ZWzuvXr2KjY1p6mJra6su86/U9t7ZPHJREUXL/OfNm6ccPHhQGTt2rOLq6qqcOHFC69DuWmZmprJnzx5lz549CqB89tlnyp49e9QtDGbMmKHo9Xrl119/VRISEpSnn37aIpeX/uMf/1D0er0SExNjspz26tWrah1raauiKMrbb7+t/PHHH8rx48eVffv2Ke+8845iY2OjrFu3TlEU62prSTeuYlMU62rr+PHjlZiYGOXYsWPK9u3blYiICMXd3V39WWRNbd25c6diZ2enTJ06VTl8+LCyZMkSxcXFRVm8eLFax5raW1BQoNSrV0958803S5VZUzuHDh2q3HPPPeoy/19//VXx9vZWJk6cqNaprPZKglRN/vvf/ypBQUGKg4OD0r59e3V5uKXbtGmTApR6DR06VFEU45LLSZMmKX5+foqjo6Ny//33KwkJCdoGfQfKaiOgzJ8/X61jLW1VFEV54YUX1H+vderUUXr16qUmR4piXW0tqWSCZE1tLdoPxt7eXgkICFAeffRR5cCBA2q5NbVVURRlxYoVSkhIiOLo6Kg0a9ZMmTNnjkm5NbV37dq1CqAkJSWVKrOmdmZkZChjxoxR6tWrpzg5OSkNGzZU3n33XSUnJ0etU1nt1SmKotxJN5cQQgghhLWSOUhCCCGEECVIgiSEEEIIUYIkSEIIIYQQJUiCJIQQQghRgiRIQgghhBAlSIIkhBBCCFGCJEhCCCGEECVIgiSEqBQLFiygVq1ad/2c7t27M3bs2Lt+TnWbPHkybdu2vW29f/7zn4wcObLqA7rBrFmzGDRoULV+phCWThIkIUSlePLJJzl06JDWYZi18+fP8+WXX/LOO+9UyvNOnjyJo6MjGRkZt6w3YsQIYmNj2bJlS6V8rhA1gSRIQohK4ezsjI+Pj9ZhmLV58+YRHh5O/fr1K+V5v//+O927d8fDw+OW9RwdHRkyZAj/+c9/KuVzhagJJEESQpRpxYoV1KpVSz0lOz4+Hp1OxxtvvKHWeemll3j66aeB0kNsRUNOixYton79+uj1ep566ikyMzPVOleuXOG5557Dzc0Nf39/Pv3009vGtXfvXnr06IG7uzseHh6Ehoaya9cukxh+++03goODcXJyok+fPpw+fbpU20JDQ3FycqJhw4ZMmTKF/Px8tdxgMDBy5Eh8fHzw8PCgZ8+e7N271+QZM2bMwNfXF3d3d4YPH861a9duG/vSpUtLDXV1796dUaNGMXbsWGrXro2vry9z5szhypUrPP/887i7u9OoUSPWrFlT6nm///67+ryYmBg6duyIq6srtWrVokuXLpw8eVKtO2jQIH777Teys7NvG6cQQhIkIcRN3H///WRmZrJnzx4ANm/ejLe3N5s3b1brxMTE0K1bt5s+4+jRo/z222+sXLmSlStXsnnzZmbMmKGWv/HGG2zatIlly5axbt06YmJiiIuLu2VczzzzDHXr1iU2Npa4uDjeeust7O3t1fKrV68ydepUFi5cyF9//UVGRgZPPfWUWr527VqeffZZRo8ezcGDB5k9ezYLFixg6tSpACiKwsCBA0lJSWH16tXExcXRvn17evXqxeXLlwH43//+x6RJk5g6dSq7du3C39+f//u//7tl3Glpaezfv58OHTqUKlu4cCHe3t7s3LmTUaNG8Y9//IMnnniCzp07s3v3bvr160dkZCRXr15V35Oens6ff/7JoEGDyM/P5+GHH6Zbt27s27ePbdu2MXLkSHQ6nVq/Q4cO5OXlsXPnzlvGKYS4rtKO2BVCWJ327dsrn3zyiaIoivLwww8rU6dOVRwcHJSMjAwlOTlZAZTExERFURRl/vz5il6vV987adIkxcXFRcnIyFDvvfHGG0qnTp0URVGUzMxMxcHBQVm6dKlafunSJcXZ2VkZM2bMTWNyd3dXFixYUGbZ/PnzFUDZvn27ei8xMVEBlB07diiKoij33XefMm3aNJP3LVq0SPH391cURVE2bNigeHh4KNeuXTOp06hRI2X27NmKoihKeHi48vLLL5uUd+rUSWnTps1N496zZ48CKKdOnTK5361bN6Vr167q1/n5+Yqrq6sSGRmp3iv6Xm/btk29t2TJEqV9+/aKohi/b4ASExNz089XFEWpXbv2Tb93QghT0oMkhLip7t27ExMTg6Io/Pnnnzz00EOEhISwZcsWNm3ahK+vL82aNbvp++vXr4+7u7v6tb+/P6mpqYCxdyk3N5fw8HC13NPTk6ZNm94ypnHjxvHiiy/Su3dvZsyYwdGjR03K7ezsTHppmjVrRq1atUhMTAQgLi6ODz74ADc3N/U1YsQIkpOTuXr1KnFxcWRlZeHl5WVS5/jx4+pnJSYmmsQNlPq6pKKhLScnp1JlrVu3Vq9tbW3x8vKiVatW6j1fX18A9XsHpsNrnp6eDBs2jH79+vHggw/y5ZdfkpycXOpznJ2dTXqhhBA3JwmSEOKmunfvzp9//snevXuxsbGhRYsWdOvWjc2bN992eA0wGfoC0Ol06pwmRVHuKKbJkydz4MABBg4cyMaNG2nRogXLli0r9TklFd0rLCxkypQpxMfHq6+EhAQOHz6Mk5MThYWF+Pv7m5THx8eTlJRkMv+qory9vQHjUFtJZX2fbrx3Y+wAeXl5REVF8dBDD6l15s+fz7Zt2+jcuTM//vgjwcHBbN++3eS5ly9fpk6dOnfcBiFqEkmQhBA3VTQP6YsvvqBbt27odDq6detGTExMuRKkW2ncuDH29vYmv8TT0tLKtVVAcHAwr7/+OuvWrePRRx9l/vz5all+fr46aRsgKSmJ9PR0taerffv2JCUl0bhx41IvGxsb2rdvT0pKCnZ2dqXKi5Kc5s2bl0o+Sn5dUqNGjfDw8ODgwYO3/+bcxqZNm6hVq1apfZfatWvH22+/zdatWwkJCeH7779Xy44ePcq1a9do167dXX++EDWBJEhCiJvS6/W0bduWxYsX0717d8CYNO3evZtDhw6p9+6Em5sbw4cP54033mDDhg3s37+fYcOGYWNz8x9L2dnZvPbaa8TExHDy5En++usvYmNjad68uVrH3t6eUaNGsWPHDnbv3s3zzz9PWFgYHTt2BOD999/nu+++U3uiEhMT+fHHH3nvvfcA6N27N+Hh4Tz88MOsXbuWEydOsHXrVt577z018RozZgzffvst3377LYcOHWLSpEkcOHDglu21sbGhd+/elbIX0fLly01Wwx0/fpy3336bbdu2cfLkSdatW8ehQ4dMvi9//vknDRs2pFGjRnf9+ULUBJIgCSFuqUePHhQUFKjJUO3atWnRogV16tQx+QV8J/71r39x//33M2jQIHr37k3Xrl0JDQ29aX1bW1suXbrEc889R3BwMIMHD2bAgAFMmTJFrePi4sKbb77JkCFDCA8Px9nZmaVLl6rl/fr1Y+XKlURHR3PvvfcSFhbGZ599RlBQEGAczlq9ejX3338/L7zwAsHBwTz11FOcOHFCnQv05JNP8v777/Pmm28SGhrKyZMn+cc//nHb9o4cOZKlS5eqQ2V3avny5SbDay4uLvz999889thjBAcHM3LkSF577TVeeukltc4PP/zAiBEj7upzhahJdMqdTgQQQggzs2DBAsaOHUt6errWoZRJURTCwsIYO3asun9URe3evZuePXty4cKFUnOXbmb//v306tWLQ4cOodfr7+hzhahppAdJCCGqiU6nY86cOSabUlZUfn4+//nPf8qdHAGcO3eO7777TpIjISpAepCEEFbD3HuQhBCWQxIkIYQQQogSZIhNCCGEEKIESZCEEEIIIUqQBEkIIYQQogRJkIQQQgghSpAESQghhBCiBEmQhBBCCCFKkARJCCGEEKIESZCEEEIIIUqQBEkIIYQQooT/B2FHXdrv7upMAAAAAElFTkSuQmCC", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -559,9 +559,26 @@ "plt.legend(loc=\"best\")" ] }, + { + "cell_type": "markdown", + "id": "2184dcfc-cb4d-4540-9b46-d90ee6c090d1", + "metadata": {}, + "source": [ + "### How do we get the 10 m wind speed needed for the Gaussian model?\n", + "We presume that 2890 m is the true surface height where the balloon was launched.\n", + "The first measurement height is at about 3000 m, which is 110 m above the surface.\n", + "We can use the power law relationship to scale down the wind to 10 m.\n", + "\n", + "We will call this location rural, and say that Jan 10 is type F. and Dec 26 is type A.\n", + "To learn more about how type A and type F are defined, see page 10 and 11 of the typed lecture notes on dispersion and smokestack plumes.\n", + "\n", + "Basically, these are the Pasquill-Gifford-Turner Stability Classifications. Type A is very unstable. Type F is stable. These inform the choice of p value in the scaling \n", + "calculations below." + ] + }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 9, "id": "4ae79c5f-c81d-4376-bd27-b76f9c31f414", "metadata": {}, "outputs": [ @@ -575,10 +592,9 @@ } ], "source": [ - "# Now we presume that 2890 m is the true surface height where the balloon was launched\n", - "# We will call this location rural, and say that Jan 10 is type F. and Dec 26 is type A.\n", - "# For simplicity, I'm reading the first sonde-recorded wind speeds at ~3000 m as 110 m above the ground\n", - "# Note that this is not the 10 m that the EPA wants. We can try to estimate the 10 m value.\n", + "# Presuming the first sonde-recorded wind speeds at ~3000 m as 110 m above the ground\n", + "# Note that this is not the 10 m that the EPA wants. \n", + "# We use the scaling equations to estimate the 10 m value.\n", "uref1 = 1.87\n", "zref1 = 110\n", "p1 = 0.55\n", @@ -586,7 +602,8 @@ "u10_1 = uref1*np.power(z1/zref1,p1)\n", "print(u10_1)\n", "\n", - "uref2 = 4.25\n", + "uref2 = 4.25 \n", + "# note that I read this off the lowest measurement from the sounding\n", "zref2 = 110\n", "p2 = 0.07\n", "z2 = 10\n", @@ -596,30 +613,28 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 10, "id": "6c715be4-0879-48cd-b08f-2844ebb5c2e7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 13, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -639,10 +654,18 @@ "plt.legend(loc=\"best\")" ] }, + { + "cell_type": "markdown", + "id": "49cac751-7aac-4834-9390-8b887ce3baa9", + "metadata": {}, + "source": [ + "We can see that the p parameter determines the shape and how winds scale with height. The stability is very important." + ] + }, { "cell_type": "code", "execution_count": null, - "id": "044615b2-3409-490e-b0fd-e43263b0df60", + "id": "f7fc3945-aa0c-4837-a576-1e66ba0e0fa1", "metadata": {}, "outputs": [], "source": [] @@ -664,7 +687,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.13" } }, "nbformat": 4, diff --git a/modules/lab3/lab3-3.ipynb b/modules/lab3/lab3-3.ipynb index 6c6e7a9..550665c 100644 --- a/modules/lab3/lab3-3.ipynb +++ b/modules/lab3/lab3-3.ipynb @@ -4,12 +4,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## lab 3-3: Stability classes" + "## Lab 3-3: Stability classes" ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -25,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -45,7 +45,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -115,7 +115,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -140,29 +140,27 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 5, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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", 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -299,7 +293,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.13" } }, "nbformat": 4, diff --git a/modules/lab3/lab3-4.ipynb b/modules/lab3/lab3-4.ipynb index 67bb9f4..3720872 100644 --- a/modules/lab3/lab3-4.ipynb +++ b/modules/lab3/lab3-4.ipynb @@ -118,7 +118,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.13" } }, "nbformat": 4, diff --git a/modules/module3.md b/modules/module3.md index f2862e8..7d6074e 100644 --- a/modules/module3.md +++ b/modules/module3.md @@ -21,13 +21,13 @@ Download the lab and data files to your computer. Then, upload them to your Jupy ### Problem 1 -On an overcast day with class C stability, the wind velocity at 10 m is 4 m/s. The emission rate of NO is 60 g/s from a stack having an effective height of 100 m. Assume rural conditions. (You will want to use the lab python notebooks to solve this problem.) +On an overcast day with class C stability, the wind velocity at 10 m is 5 m/s. The emission rate of an atmospheric pollutant is 65 g/s from a stack having an effective height of 100 m. Assume rural conditions. (You will want to use the lab python notebooks to solve this problem.) -* Estimate the center-line, ground-level concentration 18 km downwind from the stack, in micrograms per cubic meter. -* Estimate the ground-level concentration 18 km downwind and 800 m from the stack center line, in micrograms per cubic meter. +* Estimate the center-line, ground-level concentration 22 km downwind from the stack, in micrograms per cubic meter. +* Estimate the ground-level concentration 22 km downwind and 650 m from the stack center line, in micrograms per cubic meter. * Calculate and plot the centerline ground level concentration versus distance from the stack (C(x)). * From the plot, estimate the magnitude and location of the peak ground concentration. -* How would the location and magnitude of the peak ground concentration change if the stack height was 150 𝑚? (Plot on the same axes) +* How would the location and magnitude of the peak ground concentration change if the stack height was 120 𝑚? (Plot on the same axes) ### Problem 2 @@ -36,25 +36,24 @@ You are asked to assess the air quality in two cities A and B. The temperature p * What is the mixing height (H) over each city? * Based on the observed temperature profiles, estimate the stability class (A-F) for each city. -* Determine the vertically averaged velocity between z=0 and z=H. You are told that the wind speed 10 𝑚 above the surface is 𝑢=4 𝑚/𝑠. Note: the velocity profile follows the power law and the vertical average is given by: +* Determine the vertically averaged velocity between z=0 and z=H. You are told that the wind speed 10 𝑚 above the surface is 𝑢=5 𝑚/𝑠. Note: the velocity profile follows the power law and the vertical average is given by: - - +![Uavg_equation](data/Uavg_equation.png) * What is the Dilution Rate (or ventilation coefficient) for each city? * Which city is likely to have better air quality on this day? -* If both cities are 15 𝑘𝑚 across, what is the residence time over each? +* If both cities are 25 𝑘𝑚 across, what is the residence time over each? ![CityACityB](data/CityACityB.png) ### Problem 3 -Consider an area-source box model for air pollution above a peninsula of land (see figure below). The length of the box is 20 km, its width is 90 km, and a radiation inversion restricts mixing to 20 m. Wind is blowing clean air into the long dimension of the box at 0.5 m/s. Between 4 and 6 pm there are 300,000 vehicles on the road, each being driven 45 km, and each emitting 4 g/km of CO. +Consider an area-source box model for air pollution above a peninsula of land (see figure below). The length of the box is 30 km, its width is 100 km, and a radiation inversion restricts mixing to 100 m. Wind is blowing clean air into the long dimension of the box at 0.7 m/s. Between 4 and 6 pm there are 300,000 vehicles on the road, each being driven 25 km, and each emitting 5 g/km of CO. ![BoxModel](data/BoxModel.png) -W = 90 km, L = 20 km, H=20 m, u = 0.5 m/s +W = 100 km, L = 30 km, H=100 m, u = 0.7 m/s * Find the average rate of CO emissions during this two-hour period (g CO/s per m^2 of land). * Estimate the concentration of CO at 6 pm if there was no CO in the air at 4 pm. Assume that CO is conservative (does not decay or change) and that there is instantaneous and complete mixing in the box. diff --git a/overview/.ipynb_checkpoints/README-checkpoint.md b/overview/.ipynb_checkpoints/README-checkpoint.md new file mode 100644 index 0000000..83c8df2 --- /dev/null +++ b/overview/.ipynb_checkpoints/README-checkpoint.md @@ -0,0 +1,7 @@ +--- +sort: 1 +--- + +# Overview + +{% include list.liquid all=true %} diff --git a/resources/.ipynb_checkpoints/b-learning-jupyter-checkpoint.md b/resources/.ipynb_checkpoints/b-learning-jupyter-checkpoint.md index 31136e5..68c8b82 100644 --- a/resources/.ipynb_checkpoints/b-learning-jupyter-checkpoint.md +++ b/resources/.ipynb_checkpoints/b-learning-jupyter-checkpoint.md @@ -18,7 +18,7 @@ While it is possible to [run Jupyter Notebooks locally on your own computer](#), ### Getting started on our JupyterHub -1. Open a web browser and go to this URL: [https://rttl.axdd.s.uw.edu/2021-autumn-cee-465-a/](https://rttl.axdd.s.uw.edu/2021-autumn-cee-465-a) (bookmark the page for easier access). +1. Open a web browser and go to this URL: [https://jupyter.rttl.uw.edu/2024-spring-cee-348-a](https://jupyter.rttl.uw.edu/2024-spring-cee-348-a) (bookmark the page for easier access). 2. Click on *Sign in with University of Washingotn NetID*, enter your username and password: ![jupyter startup 1](images/jupyter-help/jupyter1.JPG) diff --git a/resources/b-learning-jupyter.md b/resources/b-learning-jupyter.md index 31136e5..68c8b82 100644 --- a/resources/b-learning-jupyter.md +++ b/resources/b-learning-jupyter.md @@ -18,7 +18,7 @@ While it is possible to [run Jupyter Notebooks locally on your own computer](#), ### Getting started on our JupyterHub -1. Open a web browser and go to this URL: [https://rttl.axdd.s.uw.edu/2021-autumn-cee-465-a/](https://rttl.axdd.s.uw.edu/2021-autumn-cee-465-a) (bookmark the page for easier access). +1. Open a web browser and go to this URL: [https://jupyter.rttl.uw.edu/2024-spring-cee-348-a](https://jupyter.rttl.uw.edu/2024-spring-cee-348-a) (bookmark the page for easier access). 2. Click on *Sign in with University of Washingotn NetID*, enter your username and password: ![jupyter startup 1](images/jupyter-help/jupyter1.JPG)