examples/Notebooks/flopy3_MT3D-USGS_example.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# FloPy\n",
    "\n",
    "### MT3D-USGS Example\n",
    "\n",
    "Demonstrates functionality of the flopy MT3D-USGS module using the 'Crank-Nicolson' example distributed with MT3D-USGS.  \n",
    "\n",
    "#### Problem description:\n",
    "\n",
    "* Grid dimensions: 1 Layer, 3 Rows, 650 Columns\n",
    "* Stress periods: 3\n",
    "* Units are in seconds and meters\n",
    "* Flow package: UPW\n",
    "* Stress packages: SFR, GHB\n",
    "* Solvers: NWT, GCG"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.8.10 (default, May 19 2021, 11:01:55) \n",
      "[Clang 10.0.0 ]\n",
      "numpy version: 1.19.2\n",
      "matplotlib version: 3.4.2\n",
      "flopy version: 3.3.4\n"
     ]
    }
   ],
   "source": [
    "import sys\n",
    "import os\n",
    "import platform\n",
    "import string\n",
    "from io import StringIO, BytesIO\n",
    "import math\n",
    "import numpy as np\n",
    "import matplotlib as mpl\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# run installed version of flopy or add local path\n",
    "try:\n",
    "    import flopy\n",
    "except:\n",
    "    fpth = os.path.abspath(os.path.join('..', '..'))\n",
    "    sys.path.append(fpth)\n",
    "    import flopy\n",
    "\n",
    "print(sys.version)\n",
    "print('numpy version: {}'.format(np.__version__))\n",
    "print('matplotlib version: {}'.format(mpl.__version__))\n",
    "print('flopy version: {}'.format(flopy.__version__))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "modelpth = os.path.join('data')\n",
    "modelname = 'CrnkNic'\n",
    "mfexe = 'mfnwt'\n",
    "mtexe = 'mt3dusgs'\n",
    "if platform.system() == 'Windows':\n",
    "    mfexe += '.exe'\n",
    "    mtexe += '.exe'\n",
    "\n",
    "# Make sure modelpth directory exists\n",
    "if not os.path.exists(modelpth):\n",
    "    os.mkdir(modelpth)\n",
    "\n",
    "# Instantiate MODFLOW object in flopy\n",
    "mf = flopy.modflow.Modflow(modelname=modelname, exe_name=mfexe, model_ws=modelpth, version='mfnwt')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "Set up model discretization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "Lx = 650.0 \n",
    "Ly = 15\n",
    "nrow = 3\n",
    "ncol = 650\n",
    "nlay = 1\n",
    "\n",
    "delr = Lx / ncol\n",
    "delc = Ly / nrow\n",
    "\n",
    "xmax = ncol * delr\n",
    "ymax = nrow * delc\n",
    "\n",
    "X, Y = np.meshgrid(np.linspace(delr / 2, xmax - delr / 2, ncol),    \n",
    "                   np.linspace(ymax - delc / 2, 0 + delc / 2, nrow))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instantiate output control (oc) package for MODFLOW-NWT"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Output Control: Create a flopy output control object\n",
    "oc = flopy.modflow.ModflowOc(mf)                      "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instantiate solver package for MODFLOW-NWT"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Newton-Raphson Solver: Create a flopy nwt package object\n",
    "\n",
    "headtol = 1.0E-4 \n",
    "fluxtol = 5      \n",
    "maxiterout = 5000\n",
    "thickfact = 1E-06\n",
    "linmeth = 2      \n",
    "iprnwt = 1       \n",
    "ibotav = 1       \n",
    "\n",
    "nwt = flopy.modflow.ModflowNwt(mf, headtol=headtol, fluxtol=fluxtol, maxiterout=maxiterout,       \n",
    "                               thickfact=thickfact, linmeth=linmeth, iprnwt=iprnwt, ibotav=ibotav,\n",
    "                               options='SIMPLE')                                          \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instantiate discretization (DIS) package for MODFLOW-NWT"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# The equations for calculating the ground elevation in the 1 Layer CrnkNic model.  \n",
    "# Although Y isn't used, keeping it here for symetry\n",
    "\n",
    "def topElev(X, Y):\n",
    "    return 100. - (np.ceil(X)-1) * 0.03\n",
    "\n",
    "grndElev = topElev(X, Y)\n",
    "bedRockElev = grndElev - 3.\n",
    "\n",
    "Steady = [False, False, False]                                                                  \n",
    "nstp = [1, 1, 1]                                                                        \n",
    "tsmult = [1., 1., 1.]\n",
    "\n",
    "# Stress periods extend from (12AM-8:29:59AM); (8:30AM-11:30:59AM); (11:31AM-23:59:59PM)\n",
    "perlen = [30600, 10800, 45000]                                                                    \n",
    "                                                                                       \n",
    "# Create the discretization object\n",
    "# itmuni = 1 (seconds); lenuni = 2 (meters)\n",
    "dis = flopy.modflow.ModflowDis(mf, nlay, nrow, ncol, nper=3, delr=delr, delc=delc,     \n",
    "                               top=grndElev, botm=bedRockElev, laycbd=0, itmuni=1, lenuni=2,\n",
    "                               steady=Steady, nstp=nstp, tsmult=tsmult, perlen=perlen) \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instantiate upstream weighting (UPW) flow package for MODFLOW-NWT"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# UPW parameters \n",
    "# UPW must be instantiated after DIS.  Otherwise, during the mf.write_input() procedures,   \n",
    "# flopy will crash.\n",
    "\n",
    "\n",
    "laytyp = 1   \n",
    "layavg = 2   \n",
    "chani = 1.0  \n",
    "layvka = 1\n",
    "iphdry = 0\n",
    "hk = 0.1\n",
    "hani = 1\n",
    "vka = 1.\n",
    "ss = 0.000001\n",
    "sy = 0.20\n",
    "hdry = -888\n",
    "\n",
    "upw = flopy.modflow.ModflowUpw(mf, laytyp=laytyp, layavg=layavg, chani=chani, layvka=layvka,\n",
    "                               ipakcb=53, hdry=hdry, iphdry=iphdry, hk=hk, hani=hani,\n",
    "                               vka=vka, ss=ss, sy=sy)\n",
    "                                 \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instantiate basic (BAS or BA6) package for MODFLOW-NWT"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create a flopy basic package object                                               \n",
    "def calc_strtElev(X, Y):             \n",
    "    return 99.5 - (np.ceil(X)-1) * 0.0001\n",
    "\n",
    "ibound = np.ones((nlay, nrow, ncol))\n",
    "ibound[:,0,:] *= -1\n",
    "ibound[:,2,:] *= -1\n",
    "\n",
    "strtElev = calc_strtElev(X, Y)\n",
    "\n",
    "bas = flopy.modflow.ModflowBas(mf, ibound=ibound, hnoflo=hdry, strt=strtElev)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instantiate streamflow routing (SFR2) package for MODFLOW-NWT"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Streamflow Routing Package: Try and set up with minimal options in use\n",
    "# 9 11 IFACE # Data Set 1: ISTCB1  ISTCB2\n",
    "\n",
    "nstrm = ncol  \n",
    "nss = 6       \n",
    "const = 1.0   \n",
    "dleak = 0.0001\n",
    "istcb1 = -10  \n",
    "istcb2 = 11   \n",
    "isfropt = 1   \n",
    "\n",
    "segment_data = None\n",
    "channel_geometry_data = None\n",
    "channel_flow_data = None\n",
    "dataset_5 = None\n",
    "reachinput = True\n",
    "\n",
    "\n",
    "# The next couple of lines set up the reach_data for the 30x100 hypothetical model.\n",
    "# Will need to adjust the row based on which grid discretization we're doing.\n",
    "# Ensure that the stream goes down one of the middle rows of the model.\n",
    "\n",
    "strmBed_Elev = 98.75 - (np.ceil(X[1,:])-1) * 0.0001\n",
    "\n",
    "s1 = 'k,i,j,iseg,ireach,rchlen,strtop,slope,strthick,strhc1\\n'\n",
    "iseg = 0\n",
    "irch = 0\n",
    "\n",
    "for y in range(ncol):\n",
    "    if y <= 37:\n",
    "        if iseg == 0:\n",
    "            irch = 1\n",
    "        else:\n",
    "            irch += 1\n",
    "        iseg = 1\n",
    "        strhc1 = 1.0e-10\n",
    "    elif y <= 104:\n",
    "        if iseg == 1:\n",
    "            irch = 1\n",
    "        else:\n",
    "            irch += 1\n",
    "        iseg = 2\n",
    "        strhc1 = 1.0e-10\n",
    "    elif y <= 280:\n",
    "        if iseg == 2:\n",
    "            irch = 1\n",
    "        else:\n",
    "            irch += 1\n",
    "        iseg = 3\n",
    "        strhc1 = 2.946219199e-6\n",
    "    elif y <= 432:\n",
    "        if iseg == 3:\n",
    "            irch = 1\n",
    "        else:\n",
    "            irch += 1\n",
    "        iseg = 4\n",
    "        strhc1 = 1.375079882e-6\n",
    "    elif y <= 618:\n",
    "        if iseg == 4:\n",
    "            irch = 1\n",
    "        else:\n",
    "            irch += 1\n",
    "        iseg = 5\n",
    "        strhc1 = 1.764700062e-6\n",
    "    else:\n",
    "        if iseg == 5:\n",
    "            irch = 1\n",
    "        else:\n",
    "            irch += 1\n",
    "        iseg = 6\n",
    "        strhc1 = 1e-10\n",
    "    \n",
    "    # remember that lay, row, col need to be zero-based and are adjusted accordingly by flopy\n",
    "    #    layer +  row      +      col     +       iseg      +      irch      +     rchlen      +            strtop          +       slope       +     strthick    +     strmbed K\n",
    "    s1 += '0,{}'.format(1)\n",
    "    s1 += ',{}'.format(y)\n",
    "    s1 += ',{}'.format(iseg)\n",
    "    s1 += ',{}'.format(irch)\n",
    "    s1 += ',{}'.format(delr)\n",
    "    s1 += ',{}'.format(strmBed_Elev[y])\n",
    "    s1 += ',{}'.format(0.0001)\n",
    "    s1 += ',{}'.format(0.50)\n",
    "    s1 += ',{}\\n'.format(strhc1)\n",
    "\n",
    "\n",
    "if not os.path.exists('data'):\n",
    "    os.mkdir('data')\n",
    "\n",
    "fpth = os.path.join('data', 's1.csv')\n",
    "f = open(fpth, 'w')\n",
    "f.write(s1)\n",
    "f.close()\n",
    "\n",
    "dtype = [('k', '<i4'), ('i', '<i4'), ('j', '<i4'), ('iseg', '<i4'), \n",
    "         ('ireach', '<f8'), ('rchlen', '<f8'), ('strtop', '<f8'), \n",
    "         ('slope', '<f8'), ('strthick', '<f8'), ('strhc1', '<f8')]\n",
    "\n",
    "if (sys.version_info > (3, 0)):\n",
    "    f = open(fpth, 'rb')\n",
    "else:\n",
    "    f = open(fpth, 'r')\n",
    "\n",
    "reach_data = np.genfromtxt(f, delimiter=',', names=True, dtype=dtype)\n",
    "f.close()\n",
    "\n",
    "s2 = \"nseg,icalc,outseg,iupseg,nstrpts,   flow,runoff,etsw,pptsw,        roughch,        roughbk,cdpth,fdpth,awdth,bwdth,width1,width2\\n \\\n",
    "      1,    1,     2,     0,      0, 0.0125,   0.0, 0.0,  0.0, 0.082078856000, 0.082078856000,  0.0,  0.0,  0.0,  0.0,   1.5,   1.5\\n \\\n",
    "      2,    1,     3,     0,      0,    0.0,   0.0, 0.0,  0.0, 0.143806300000, 0.143806300000,  0.0,  0.0,  0.0,  0.0,   1.5,   1.5\\n \\\n",
    "      3,    1,     4,     0,      0,    0.0,   0.0, 0.0,  0.0, 0.104569661821, 0.104569661821,  0.0,  0.0,  0.0,  0.0,   1.5,   1.5\\n \\\n",
    "      4,    1,     5,     0,      0,    0.0,   0.0, 0.0,  0.0, 0.126990045841, 0.126990045841,  0.0,  0.0,  0.0,  0.0,   1.5,   1.5\\n \\\n",
    "      5,    1,     6,     0,      0,    0.0,   0.0, 0.0,  0.0, 0.183322283828, 0.183322283828,  0.0,  0.0,  0.0,  0.0,   1.5,   1.5\\n \\\n",
    "      6,    1,     0,     0,      0,    0.0,   0.0, 0.0,  0.0, 0.183322283828, 0.183322283828,  0.0,  0.0,  0.0,  0.0,   1.5,   1.5\"\n",
    "\n",
    "fpth = os.path.join('data', 's2.csv')\n",
    "f = open(fpth, 'w')\n",
    "f.write(s2)\n",
    "f.close()\n",
    "\n",
    "if (sys.version_info > (3, 0)):\n",
    "    f = open(fpth, 'rb')\n",
    "else:\n",
    "    f = open(fpth, 'r')\n",
    "\n",
    "segment_data = np.genfromtxt(f, delimiter=',',names=True)\n",
    "f.close()\n",
    "\n",
    "# Be sure to convert segment_data to a dictionary keyed on stress period.\n",
    "segment_data = np.atleast_1d(segment_data)                                                                                                                                                   \n",
    "segment_data = {0: segment_data,                                                                                                                                                             \n",
    "                1: segment_data,\n",
    "                2: segment_data}\n",
    "                                                                                                                                                                                             \n",
    "# There are 3 stress periods\n",
    "dataset_5 = {0: [nss, 0, 0],\n",
    "             1: [nss, 0, 0],\n",
    "             2: [nss, 0, 0]}\n",
    " \n",
    "sfr = flopy.modflow.ModflowSfr2(mf, nstrm=nstrm, nss=nss, const=const, dleak=dleak, isfropt=isfropt, istcb2=0,\n",
    "                                reachinput=True, reach_data=reach_data, dataset_5=dataset_5,\n",
    "                                segment_data=segment_data, channel_geometry_data=channel_geometry_data)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instantiate gage package for use with MODFLOW-NWT package"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "gages = [[1,38,61,1],[2,67,62,1], [3,176,63,1], [4,152,64,1], [5,186,65,1], [6,31,66,1]]\n",
    "files = ['CrnkNic.gage','CrnkNic.gag1','CrnkNic.gag2','CrnkNic.gag3','CrnkNic.gag4','CrnkNic.gag5',\n",
    "         'CrnkNic.gag6']\n",
    "gage = flopy.modflow.ModflowGage(mf, numgage=6, gage_data=gages, filenames = files)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instantiate linkage with mass transport routing (LMT) package for MODFLOW-NWT (generates linker file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "lmt = flopy.modflow.ModflowLmt(mf, output_file_name='CrnkNic.ftl', output_file_header='extended',\n",
    "                               output_file_format='formatted', package_flows = ['sfr'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Write the MODFLOW input files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/jdhughes/Documents/Development/flopy_git/flopy_fork/examples/Notebooks\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mfnwt\n",
      "\n",
      "                                  MODFLOW-NWT-SWR1 \n",
      "    U.S. GEOLOGICAL SURVEY MODULAR FINITE-DIFFERENCE GROUNDWATER-FLOW MODEL\n",
      "                             WITH NEWTON FORMULATION\n",
      "                             Version 1.2.0 03/01/2020                        \n",
      "                    BASED ON MODFLOW-2005 Version 1.12.0 02/03/2017                       \n",
      "\n",
      "                    SWR1 Version 1.04.0 09/15/2016                       \n",
      "\n",
      " Using NAME file: CrnkNic.nam \n",
      " Run start date and time (yyyy/mm/dd hh:mm:ss): 2021/08/06 16:14:44\n",
      "\n",
      " Solving:  Stress period:     1    Time step:     1    Groundwater-Flow Eqn.\n",
      " Solving:  Stress period:     2    Time step:     1    Groundwater-Flow Eqn.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Solving:  Stress period:     3    Time step:     1    Groundwater-Flow Eqn.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Run end date and time (yyyy/mm/dd hh:mm:ss): 2021/08/06 16:14:44\n",
      " Elapsed run time:  0.187 Seconds\n",
      "\n",
      "  Normal termination of simulation\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(True, [])"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pth = os.getcwd()\n",
    "print(pth)\n",
    "\n",
    "mf.write_input()\n",
    "\n",
    "# run the model\n",
    "mf.run_model()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now draft up MT3D-USGS input files.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Instantiate MT3D-USGS object in flopy\n",
    "mt = flopy.mt3d.Mt3dms(modflowmodel=mf, modelname=modelname, model_ws=modelpth,\n",
    "                       version='mt3d-usgs', namefile_ext='mtnam', exe_name=mtexe,\n",
    "                       ftlfilename='CrnkNic.ftl', ftlfree=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instantiate basic transport (BTN) package for MT3D-USGS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "btn = flopy.mt3d.Mt3dBtn(mt, sconc=3.7, ncomp=1, prsity=0.2, cinact=-1.0, \n",
    "                         thkmin=0.001, nprs=-1, nprobs=10, chkmas=True, \n",
    "                         nprmas=10, dt0=180, mxstrn=2500)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instantiate advection (ADV) package for MT3D-USGS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "adv = flopy.mt3d.Mt3dAdv(mt, mixelm=0, percel=1.00, mxpart=5000, nadvfd=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instatiate generalized conjugate gradient solver (GCG) package for MT3D-USGS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "rct = flopy.mt3d.Mt3dRct(mt,isothm=0,ireact=100,igetsc=0,rc1=0.01)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "gcg = flopy.mt3d.Mt3dGcg(mt, mxiter=10, iter1=50, isolve=3, ncrs=0,\n",
    "                   accl=1, cclose=1e-6, iprgcg=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instantiate source-sink mixing (SSM) package for MT3D-USGS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# For SSM, need to set the constant head boundary conditions to the ambient concentration\n",
    "# for all 1,300 constant head boundary cells.\n",
    "\n",
    "itype = flopy.mt3d.Mt3dSsm.itype_dict()\n",
    "ssm_data = {}\n",
    "ssm_data[0] = [(0, 0, 0, 3.7, itype['CHD'])]\n",
    "ssm_data[0].append((0, 2, 0, 3.7, itype['CHD']))\n",
    "for i in [0,2]:\n",
    "    for j in range(1, ncol):\n",
    "        ssm_data[0].append((0, i, j, 3.7, itype['CHD']))\n",
    "\n",
    "ssm = flopy.mt3d.Mt3dSsm(mt, stress_period_data=ssm_data)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instantiate streamflow transport (SFT) package for MT3D-USGS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "dispsf = []\n",
    "for y in range(ncol):\n",
    "    if y <= 37:\n",
    "        dispsf.append(0.12)\n",
    "    elif y <= 104:\n",
    "        dispsf.append(0.15)\n",
    "    elif y <= 280:\n",
    "        dispsf.append(0.24)\n",
    "    elif y <= 432:\n",
    "        dispsf.append(0.31)\n",
    "    elif y <= 618:\n",
    "        dispsf.append(0.40)\n",
    "    else:\n",
    "        dispsf.append(0.40)\n",
    "\n",
    "# Enter a list of the observation points\n",
    "# Each observation is taken as the last reach within the first 5 segments\n",
    "\n",
    "seg_len = np.unique(reach_data['iseg'], return_counts=True)\n",
    "obs_sf = np.cumsum(seg_len[1])\n",
    "obs_sf = obs_sf.tolist()\n",
    "\n",
    "# The last reach is not an observation point, therefore drop\n",
    "obs_sf.pop(-1)\n",
    "\n",
    "# In the first and last stress periods, concentration at the headwater is 3.7\n",
    "sf_stress_period_data = {0: [0, 0, 3.7],\n",
    "                         1: [0, 0, 11.4],\n",
    "                         2: [0, 0, 3.7]}\n",
    "\n",
    "gage_output = [None, None, 'CrnkNic.sftobs']\n",
    "\n",
    "sft = flopy.mt3d.Mt3dSft(mt, nsfinit=650, mxsfbc=650, icbcsf=81, ioutobs=82,\n",
    "                         isfsolv=1, cclosesf=1.0E-6, mxitersf=10, crntsf=1.0, iprtxmd=0,\n",
    "                         coldsf=3.7, dispsf=dispsf, nobssf=5, obs_sf=obs_sf,\n",
    "                         sf_stress_period_data = sf_stress_period_data,\n",
    "                         filenames=gage_output)\n",
    "\n",
    "sft.dispsf[0].format.fortran = \"(10E15.6)\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Write the MT3D-USGS input files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mt3dusgs\n",
      "\n",
      " MT3D-USGS - Modular 3D Multi-Species Transport Model [Ver 1.1.0]   \n",
      " and based on MT3DMS. MT3D-USGS developed in cooperation by \n",
      " S.S. Papadopulos & Associates and the U.S. Geological Survey\n",
      "\n",
      " Using NAME File: CrnkNic.mtnam\n",
      "\n",
      " STRESS PERIOD NO.    1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " TIME STEP NO.    1\n",
      " FROM TIME =   0.0000     TO    30600.    \n",
      "\n",
      " Transport Step:    1   Step Size:   180.0     Total Elapsed Time:   180.00    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =  0.4865      [K,I,J]    1    2  289\n",
      " Outer Iter.  1  Inner Iter.  2:  Max. DC =  0.5960E-07  [K,I,J]    1    1   36\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    2   Step Size:   180.0     Total Elapsed Time:   360.00    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =  0.9385      [K,I,J]    1    2  394\n",
      " Outer Iter.  1  Inner Iter.  2:  Max. DC =  0.1788E-06  [K,I,J]    1    2  294\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =  0.3934E-05  [K,I,J]    1    2  294\n",
      " Outer Iter.  2  Inner Iter.  2:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  3  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    3   Step Size:   180.0     Total Elapsed Time:   540.00    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =  0.7602      [K,I,J]    1    1    1\n",
      " Outer Iter.  1  Inner Iter.  2:  Max. DC =  0.1788E-06  [K,I,J]    1    2    2\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =  0.8884E-06  [K,I,J]    1    1  642\n",
      " Transport Step:    4   Step Size:   180.0     Total Elapsed Time:   720.00    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =  0.3366E-03  [K,I,J]    1    2    1\n",
      " Outer Iter.  1  Inner Iter.  2:  Max. DC =  0.4657E-09  [K,I,J]    1    2    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    5   Step Size:   180.0     Total Elapsed Time:   900.00    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    6   Step Size:   180.0     Total Elapsed Time:   1080.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    7   Step Size:   180.0     Total Elapsed Time:   1260.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    8   Step Size:   180.0     Total Elapsed Time:   1440.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    9   Step Size:   180.0     Total Elapsed Time:   1620.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   10   Step Size:   180.0     Total Elapsed Time:   1800.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   11   Step Size:   180.0     Total Elapsed Time:   1980.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   12   Step Size:   180.0     Total Elapsed Time:   2160.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   13   Step Size:   180.0     Total Elapsed Time:   2340.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   14   Step Size:   180.0     Total Elapsed Time:   2520.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   15   Step Size:   180.0     Total Elapsed Time:   2700.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   16   Step Size:   180.0     Total Elapsed Time:   2880.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   17   Step Size:   180.0     Total Elapsed Time:   3060.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   18   Step Size:   180.0     Total Elapsed Time:   3240.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   19   Step Size:   180.0     Total Elapsed Time:   3420.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   20   Step Size:   180.0     Total Elapsed Time:   3600.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   21   Step Size:   180.0     Total Elapsed Time:   3780.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   22   Step Size:   180.0     Total Elapsed Time:   3960.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   23   Step Size:   180.0     Total Elapsed Time:   4140.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   24   Step Size:   180.0     Total Elapsed Time:   4320.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   25   Step Size:   180.0     Total Elapsed Time:   4500.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   26   Step Size:   180.0     Total Elapsed Time:   4680.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   27   Step Size:   180.0     Total Elapsed Time:   4860.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   28   Step Size:   180.0     Total Elapsed Time:   5040.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   29   Step Size:   180.0     Total Elapsed Time:   5220.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   30   Step Size:   180.0     Total Elapsed Time:   5400.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   31   Step Size:   180.0     Total Elapsed Time:   5580.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   32   Step Size:   180.0     Total Elapsed Time:   5760.0    \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   33   Step Size:   180.0     Total Elapsed Time:   5940.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   34   Step Size:   180.0     Total Elapsed Time:   6120.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   35   Step Size:   180.0     Total Elapsed Time:   6300.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   36   Step Size:   180.0     Total Elapsed Time:   6480.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   37   Step Size:   180.0     Total Elapsed Time:   6660.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   38   Step Size:   180.0     Total Elapsed Time:   6840.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   39   Step Size:   180.0     Total Elapsed Time:   7020.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   40   Step Size:   180.0     Total Elapsed Time:   7200.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   41   Step Size:   180.0     Total Elapsed Time:   7380.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   42   Step Size:   180.0     Total Elapsed Time:   7560.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   43   Step Size:   180.0     Total Elapsed Time:   7740.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   44   Step Size:   180.0     Total Elapsed Time:   7920.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   45   Step Size:   180.0     Total Elapsed Time:   8100.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   46   Step Size:   180.0     Total Elapsed Time:   8280.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   47   Step Size:   180.0     Total Elapsed Time:   8460.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   48   Step Size:   180.0     Total Elapsed Time:   8640.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   49   Step Size:   180.0     Total Elapsed Time:   8820.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   50   Step Size:   180.0     Total Elapsed Time:   9000.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   51   Step Size:   180.0     Total Elapsed Time:   9180.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   52   Step Size:   180.0     Total Elapsed Time:   9360.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Transport Step:   53   Step Size:   180.0     Total Elapsed Time:   9540.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   54   Step Size:   180.0     Total Elapsed Time:   9720.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   55   Step Size:   180.0     Total Elapsed Time:   9900.0    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   56   Step Size:   180.0     Total Elapsed Time:   10080.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   57   Step Size:   180.0     Total Elapsed Time:   10260.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   58   Step Size:   180.0     Total Elapsed Time:   10440.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   59   Step Size:   180.0     Total Elapsed Time:   10620.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   60   Step Size:   180.0     Total Elapsed Time:   10800.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   61   Step Size:   180.0     Total Elapsed Time:   10980.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   62   Step Size:   180.0     Total Elapsed Time:   11160.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   63   Step Size:   180.0     Total Elapsed Time:   11340.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   64   Step Size:   180.0     Total Elapsed Time:   11520.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   65   Step Size:   180.0     Total Elapsed Time:   11700.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   66   Step Size:   180.0     Total Elapsed Time:   11880.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   67   Step Size:   180.0     Total Elapsed Time:   12060.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   68   Step Size:   180.0     Total Elapsed Time:   12240.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   69   Step Size:   180.0     Total Elapsed Time:   12420.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   70   Step Size:   180.0     Total Elapsed Time:   12600.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   71   Step Size:   180.0     Total Elapsed Time:   12780.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   72   Step Size:   180.0     Total Elapsed Time:   12960.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   73   Step Size:   180.0     Total Elapsed Time:   13140.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   74   Step Size:   180.0     Total Elapsed Time:   13320.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   75   Step Size:   180.0     Total Elapsed Time:   13500.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   76   Step Size:   180.0     Total Elapsed Time:   13680.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   77   Step Size:   180.0     Total Elapsed Time:   13860.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   78   Step Size:   180.0     Total Elapsed Time:   14040.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   79   Step Size:   180.0     Total Elapsed Time:   14220.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   80   Step Size:   180.0     Total Elapsed Time:   14400.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   81   Step Size:   180.0     Total Elapsed Time:   14580.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   82   Step Size:   180.0     Total Elapsed Time:   14760.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   83   Step Size:   180.0     Total Elapsed Time:   14940.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   84   Step Size:   180.0     Total Elapsed Time:   15120.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   85   Step Size:   180.0     Total Elapsed Time:   15300.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   86   Step Size:   180.0     Total Elapsed Time:   15480.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   87   Step Size:   180.0     Total Elapsed Time:   15660.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   88   Step Size:   180.0     Total Elapsed Time:   15840.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   89   Step Size:   180.0     Total Elapsed Time:   16020.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   90   Step Size:   180.0     Total Elapsed Time:   16200.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   91   Step Size:   180.0     Total Elapsed Time:   16380.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   92   Step Size:   180.0     Total Elapsed Time:   16560.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   93   Step Size:   180.0     Total Elapsed Time:   16740.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   94   Step Size:   180.0     Total Elapsed Time:   16920.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   95   Step Size:   180.0     Total Elapsed Time:   17100.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   96   Step Size:   180.0     Total Elapsed Time:   17280.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   97   Step Size:   180.0     Total Elapsed Time:   17460.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   98   Step Size:   180.0     Total Elapsed Time:   17640.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   99   Step Size:   180.0     Total Elapsed Time:   17820.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
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      " Transport Step:  100   Step Size:   180.0     Total Elapsed Time:   18000.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  101   Step Size:   180.0     Total Elapsed Time:   18180.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
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      " Transport Step:  102   Step Size:   180.0     Total Elapsed Time:   18360.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Transport Step:  103   Step Size:   180.0     Total Elapsed Time:   18540.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  104   Step Size:   180.0     Total Elapsed Time:   18720.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  105   Step Size:   180.0     Total Elapsed Time:   18900.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  106   Step Size:   180.0     Total Elapsed Time:   19080.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  107   Step Size:   180.0     Total Elapsed Time:   19260.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  108   Step Size:   180.0     Total Elapsed Time:   19440.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  109   Step Size:   180.0     Total Elapsed Time:   19620.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  110   Step Size:   180.0     Total Elapsed Time:   19800.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  111   Step Size:   180.0     Total Elapsed Time:   19980.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  112   Step Size:   180.0     Total Elapsed Time:   20160.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  113   Step Size:   180.0     Total Elapsed Time:   20340.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  114   Step Size:   180.0     Total Elapsed Time:   20520.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  115   Step Size:   180.0     Total Elapsed Time:   20700.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  116   Step Size:   180.0     Total Elapsed Time:   20880.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  117   Step Size:   180.0     Total Elapsed Time:   21060.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  118   Step Size:   180.0     Total Elapsed Time:   21240.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  119   Step Size:   180.0     Total Elapsed Time:   21420.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  120   Step Size:   180.0     Total Elapsed Time:   21600.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  121   Step Size:   180.0     Total Elapsed Time:   21780.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Transport Step:  122   Step Size:   180.0     Total Elapsed Time:   21960.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  123   Step Size:   180.0     Total Elapsed Time:   22140.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  124   Step Size:   180.0     Total Elapsed Time:   22320.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  125   Step Size:   180.0     Total Elapsed Time:   22500.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  126   Step Size:   180.0     Total Elapsed Time:   22680.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  127   Step Size:   180.0     Total Elapsed Time:   22860.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  128   Step Size:   180.0     Total Elapsed Time:   23040.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  129   Step Size:   180.0     Total Elapsed Time:   23220.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  130   Step Size:   180.0     Total Elapsed Time:   23400.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  131   Step Size:   180.0     Total Elapsed Time:   23580.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  132   Step Size:   180.0     Total Elapsed Time:   23760.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  133   Step Size:   180.0     Total Elapsed Time:   23940.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  134   Step Size:   180.0     Total Elapsed Time:   24120.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  135   Step Size:   180.0     Total Elapsed Time:   24300.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  136   Step Size:   180.0     Total Elapsed Time:   24480.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  137   Step Size:   180.0     Total Elapsed Time:   24660.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  138   Step Size:   180.0     Total Elapsed Time:   24840.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  139   Step Size:   180.0     Total Elapsed Time:   25020.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  140   Step Size:   180.0     Total Elapsed Time:   25200.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  141   Step Size:   180.0     Total Elapsed Time:   25380.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  142   Step Size:   180.0     Total Elapsed Time:   25560.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  143   Step Size:   180.0     Total Elapsed Time:   25740.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  144   Step Size:   180.0     Total Elapsed Time:   25920.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  145   Step Size:   180.0     Total Elapsed Time:   26100.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  146   Step Size:   180.0     Total Elapsed Time:   26280.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  147   Step Size:   180.0     Total Elapsed Time:   26460.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  148   Step Size:   180.0     Total Elapsed Time:   26640.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  149   Step Size:   180.0     Total Elapsed Time:   26820.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  150   Step Size:   180.0     Total Elapsed Time:   27000.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  151   Step Size:   180.0     Total Elapsed Time:   27180.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  152   Step Size:   180.0     Total Elapsed Time:   27360.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  153   Step Size:   180.0     Total Elapsed Time:   27540.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  154   Step Size:   180.0     Total Elapsed Time:   27720.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  155   Step Size:   180.0     Total Elapsed Time:   27900.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  156   Step Size:   180.0     Total Elapsed Time:   28080.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  157   Step Size:   180.0     Total Elapsed Time:   28260.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  158   Step Size:   180.0     Total Elapsed Time:   28440.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  159   Step Size:   180.0     Total Elapsed Time:   28620.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  160   Step Size:   180.0     Total Elapsed Time:   28800.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  161   Step Size:   180.0     Total Elapsed Time:   28980.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  162   Step Size:   180.0     Total Elapsed Time:   29160.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  163   Step Size:   180.0     Total Elapsed Time:   29340.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  164   Step Size:   180.0     Total Elapsed Time:   29520.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  165   Step Size:   180.0     Total Elapsed Time:   29700.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  166   Step Size:   180.0     Total Elapsed Time:   29880.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  167   Step Size:   180.0     Total Elapsed Time:   30060.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  168   Step Size:   180.0     Total Elapsed Time:   30240.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  169   Step Size:   180.0     Total Elapsed Time:   30420.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  170   Step Size:   180.0     Total Elapsed Time:   30600.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      "\n",
      " STRESS PERIOD NO.    2\n",
      "\n",
      " TIME STEP NO.    1\n",
      " FROM TIME =   30600.     TO    41400.    \n",
      "\n",
      " Transport Step:    1   Step Size:   180.0     Total Elapsed Time:   30780.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =  0.2062E-04  [K,I,J]    1    1    1\n",
      " Outer Iter.  1  Inner Iter.  2:  Max. DC =  0.6548E-10  [K,I,J]    1    2    3\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Transport Step:    2   Step Size:   180.0     Total Elapsed Time:   30960.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    3   Step Size:   180.0     Total Elapsed Time:   31140.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    4   Step Size:   180.0     Total Elapsed Time:   31320.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    5   Step Size:   180.0     Total Elapsed Time:   31500.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    6   Step Size:   180.0     Total Elapsed Time:   31680.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    7   Step Size:   180.0     Total Elapsed Time:   31860.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    8   Step Size:   180.0     Total Elapsed Time:   32040.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    9   Step Size:   180.0     Total Elapsed Time:   32220.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   10   Step Size:   180.0     Total Elapsed Time:   32400.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   11   Step Size:   180.0     Total Elapsed Time:   32580.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   12   Step Size:   180.0     Total Elapsed Time:   32760.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   13   Step Size:   180.0     Total Elapsed Time:   32940.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   14   Step Size:   180.0     Total Elapsed Time:   33120.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   15   Step Size:   180.0     Total Elapsed Time:   33300.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   16   Step Size:   180.0     Total Elapsed Time:   33480.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   17   Step Size:   180.0     Total Elapsed Time:   33660.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   18   Step Size:   180.0     Total Elapsed Time:   33840.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   19   Step Size:   180.0     Total Elapsed Time:   34020.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   20   Step Size:   180.0     Total Elapsed Time:   34200.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   21   Step Size:   180.0     Total Elapsed Time:   34380.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   22   Step Size:   180.0     Total Elapsed Time:   34560.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   23   Step Size:   180.0     Total Elapsed Time:   34740.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Transport Step:   24   Step Size:   180.0     Total Elapsed Time:   34920.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   25   Step Size:   180.0     Total Elapsed Time:   35100.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   26   Step Size:   180.0     Total Elapsed Time:   35280.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   27   Step Size:   180.0     Total Elapsed Time:   35460.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   28   Step Size:   180.0     Total Elapsed Time:   35640.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   29   Step Size:   180.0     Total Elapsed Time:   35820.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   30   Step Size:   180.0     Total Elapsed Time:   36000.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   31   Step Size:   180.0     Total Elapsed Time:   36180.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   32   Step Size:   180.0     Total Elapsed Time:   36360.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   33   Step Size:   180.0     Total Elapsed Time:   36540.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   34   Step Size:   180.0     Total Elapsed Time:   36720.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   35   Step Size:   180.0     Total Elapsed Time:   36900.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   36   Step Size:   180.0     Total Elapsed Time:   37080.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   37   Step Size:   180.0     Total Elapsed Time:   37260.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   38   Step Size:   180.0     Total Elapsed Time:   37440.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   39   Step Size:   180.0     Total Elapsed Time:   37620.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   40   Step Size:   180.0     Total Elapsed Time:   37800.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   41   Step Size:   180.0     Total Elapsed Time:   37980.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   42   Step Size:   180.0     Total Elapsed Time:   38160.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   43   Step Size:   180.0     Total Elapsed Time:   38340.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   44   Step Size:   180.0     Total Elapsed Time:   38520.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   45   Step Size:   180.0     Total Elapsed Time:   38700.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   46   Step Size:   180.0     Total Elapsed Time:   38880.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   47   Step Size:   180.0     Total Elapsed Time:   39060.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   48   Step Size:   180.0     Total Elapsed Time:   39240.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   49   Step Size:   180.0     Total Elapsed Time:   39420.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   50   Step Size:   180.0     Total Elapsed Time:   39600.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   51   Step Size:   180.0     Total Elapsed Time:   39780.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   52   Step Size:   180.0     Total Elapsed Time:   39960.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   53   Step Size:   180.0     Total Elapsed Time:   40140.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   54   Step Size:   180.0     Total Elapsed Time:   40320.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   55   Step Size:   180.0     Total Elapsed Time:   40500.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   56   Step Size:   180.0     Total Elapsed Time:   40680.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   57   Step Size:   180.0     Total Elapsed Time:   40860.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   58   Step Size:   180.0     Total Elapsed Time:   41040.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   59   Step Size:   180.0     Total Elapsed Time:   41220.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   60   Step Size:   180.0     Total Elapsed Time:   41400.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      "\n",
      " STRESS PERIOD NO.    3\n",
      "\n",
      " TIME STEP NO.    1\n",
      " FROM TIME =   41400.     TO    86400.    \n",
      "\n",
      " Transport Step:    1   Step Size:   180.0     Total Elapsed Time:   41580.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    2   Step Size:   180.0     Total Elapsed Time:   41760.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    3   Step Size:   180.0     Total Elapsed Time:   41940.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    4   Step Size:   180.0     Total Elapsed Time:   42120.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    5   Step Size:   180.0     Total Elapsed Time:   42300.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    6   Step Size:   180.0     Total Elapsed Time:   42480.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    7   Step Size:   180.0     Total Elapsed Time:   42660.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    8   Step Size:   180.0     Total Elapsed Time:   42840.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:    9   Step Size:   180.0     Total Elapsed Time:   43020.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   10   Step Size:   180.0     Total Elapsed Time:   43200.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   11   Step Size:   180.0     Total Elapsed Time:   43380.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   12   Step Size:   180.0     Total Elapsed Time:   43560.    \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   13   Step Size:   180.0     Total Elapsed Time:   43740.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   14   Step Size:   180.0     Total Elapsed Time:   43920.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   15   Step Size:   180.0     Total Elapsed Time:   44100.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   16   Step Size:   180.0     Total Elapsed Time:   44280.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   17   Step Size:   180.0     Total Elapsed Time:   44460.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   18   Step Size:   180.0     Total Elapsed Time:   44640.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   19   Step Size:   180.0     Total Elapsed Time:   44820.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   20   Step Size:   180.0     Total Elapsed Time:   45000.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   21   Step Size:   180.0     Total Elapsed Time:   45180.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   22   Step Size:   180.0     Total Elapsed Time:   45360.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   23   Step Size:   180.0     Total Elapsed Time:   45540.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   24   Step Size:   180.0     Total Elapsed Time:   45720.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   25   Step Size:   180.0     Total Elapsed Time:   45900.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   26   Step Size:   180.0     Total Elapsed Time:   46080.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   27   Step Size:   180.0     Total Elapsed Time:   46260.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   28   Step Size:   180.0     Total Elapsed Time:   46440.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   29   Step Size:   180.0     Total Elapsed Time:   46620.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   30   Step Size:   180.0     Total Elapsed Time:   46800.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   31   Step Size:   180.0     Total Elapsed Time:   46980.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   32   Step Size:   180.0     Total Elapsed Time:   47160.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   33   Step Size:   180.0     Total Elapsed Time:   47340.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   34   Step Size:   180.0     Total Elapsed Time:   47520.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   35   Step Size:   180.0     Total Elapsed Time:   47700.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   36   Step Size:   180.0     Total Elapsed Time:   47880.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   37   Step Size:   180.0     Total Elapsed Time:   48060.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   38   Step Size:   180.0     Total Elapsed Time:   48240.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   39   Step Size:   180.0     Total Elapsed Time:   48420.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Transport Step:   40   Step Size:   180.0     Total Elapsed Time:   48600.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   41   Step Size:   180.0     Total Elapsed Time:   48780.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   42   Step Size:   180.0     Total Elapsed Time:   48960.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   43   Step Size:   180.0     Total Elapsed Time:   49140.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   44   Step Size:   180.0     Total Elapsed Time:   49320.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   45   Step Size:   180.0     Total Elapsed Time:   49500.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   46   Step Size:   180.0     Total Elapsed Time:   49680.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   47   Step Size:   180.0     Total Elapsed Time:   49860.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   48   Step Size:   180.0     Total Elapsed Time:   50040.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   49   Step Size:   180.0     Total Elapsed Time:   50220.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   50   Step Size:   180.0     Total Elapsed Time:   50400.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   51   Step Size:   180.0     Total Elapsed Time:   50580.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   52   Step Size:   180.0     Total Elapsed Time:   50760.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   53   Step Size:   180.0     Total Elapsed Time:   50940.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   54   Step Size:   180.0     Total Elapsed Time:   51120.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   55   Step Size:   180.0     Total Elapsed Time:   51300.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   56   Step Size:   180.0     Total Elapsed Time:   51480.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   57   Step Size:   180.0     Total Elapsed Time:   51660.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   58   Step Size:   180.0     Total Elapsed Time:   51840.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   59   Step Size:   180.0     Total Elapsed Time:   52020.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   60   Step Size:   180.0     Total Elapsed Time:   52200.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   61   Step Size:   180.0     Total Elapsed Time:   52380.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   62   Step Size:   180.0     Total Elapsed Time:   52560.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   63   Step Size:   180.0     Total Elapsed Time:   52740.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   64   Step Size:   180.0     Total Elapsed Time:   52920.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   65   Step Size:   180.0     Total Elapsed Time:   53100.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   66   Step Size:   180.0     Total Elapsed Time:   53280.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   67   Step Size:   180.0     Total Elapsed Time:   53460.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   68   Step Size:   180.0     Total Elapsed Time:   53640.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   69   Step Size:   180.0     Total Elapsed Time:   53820.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   70   Step Size:   180.0     Total Elapsed Time:   54000.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   71   Step Size:   180.0     Total Elapsed Time:   54180.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   72   Step Size:   180.0     Total Elapsed Time:   54360.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   73   Step Size:   180.0     Total Elapsed Time:   54540.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   74   Step Size:   180.0     Total Elapsed Time:   54720.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   75   Step Size:   180.0     Total Elapsed Time:   54900.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   76   Step Size:   180.0     Total Elapsed Time:   55080.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   77   Step Size:   180.0     Total Elapsed Time:   55260.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   78   Step Size:   180.0     Total Elapsed Time:   55440.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   79   Step Size:   180.0     Total Elapsed Time:   55620.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   80   Step Size:   180.0     Total Elapsed Time:   55800.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   81   Step Size:   180.0     Total Elapsed Time:   55980.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   82   Step Size:   180.0     Total Elapsed Time:   56160.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   83   Step Size:   180.0     Total Elapsed Time:   56340.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   84   Step Size:   180.0     Total Elapsed Time:   56520.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   85   Step Size:   180.0     Total Elapsed Time:   56700.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   86   Step Size:   180.0     Total Elapsed Time:   56880.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   87   Step Size:   180.0     Total Elapsed Time:   57060.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   88   Step Size:   180.0     Total Elapsed Time:   57240.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   89   Step Size:   180.0     Total Elapsed Time:   57420.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   90   Step Size:   180.0     Total Elapsed Time:   57600.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   91   Step Size:   180.0     Total Elapsed Time:   57780.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   92   Step Size:   180.0     Total Elapsed Time:   57960.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   93   Step Size:   180.0     Total Elapsed Time:   58140.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   94   Step Size:   180.0     Total Elapsed Time:   58320.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   95   Step Size:   180.0     Total Elapsed Time:   58500.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   96   Step Size:   180.0     Total Elapsed Time:   58680.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   97   Step Size:   180.0     Total Elapsed Time:   58860.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   98   Step Size:   180.0     Total Elapsed Time:   59040.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:   99   Step Size:   180.0     Total Elapsed Time:   59220.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  100   Step Size:   180.0     Total Elapsed Time:   59400.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  101   Step Size:   180.0     Total Elapsed Time:   59580.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  102   Step Size:   180.0     Total Elapsed Time:   59760.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  103   Step Size:   180.0     Total Elapsed Time:   59940.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  104   Step Size:   180.0     Total Elapsed Time:   60120.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  105   Step Size:   180.0     Total Elapsed Time:   60300.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  106   Step Size:   180.0     Total Elapsed Time:   60480.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  107   Step Size:   180.0     Total Elapsed Time:   60660.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  108   Step Size:   180.0     Total Elapsed Time:   60840.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  109   Step Size:   180.0     Total Elapsed Time:   61020.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Transport Step:  110   Step Size:   180.0     Total Elapsed Time:   61200.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  111   Step Size:   180.0     Total Elapsed Time:   61380.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  112   Step Size:   180.0     Total Elapsed Time:   61560.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  113   Step Size:   180.0     Total Elapsed Time:   61740.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  114   Step Size:   180.0     Total Elapsed Time:   61920.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  115   Step Size:   180.0     Total Elapsed Time:   62100.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  116   Step Size:   180.0     Total Elapsed Time:   62280.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  117   Step Size:   180.0     Total Elapsed Time:   62460.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  118   Step Size:   180.0     Total Elapsed Time:   62640.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  119   Step Size:   180.0     Total Elapsed Time:   62820.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  120   Step Size:   180.0     Total Elapsed Time:   63000.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  121   Step Size:   180.0     Total Elapsed Time:   63180.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  122   Step Size:   180.0     Total Elapsed Time:   63360.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  123   Step Size:   180.0     Total Elapsed Time:   63540.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  124   Step Size:   180.0     Total Elapsed Time:   63720.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  125   Step Size:   180.0     Total Elapsed Time:   63900.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  126   Step Size:   180.0     Total Elapsed Time:   64080.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  127   Step Size:   180.0     Total Elapsed Time:   64260.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  128   Step Size:   180.0     Total Elapsed Time:   64440.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  129   Step Size:   180.0     Total Elapsed Time:   64620.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  130   Step Size:   180.0     Total Elapsed Time:   64800.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  131   Step Size:   180.0     Total Elapsed Time:   64980.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  132   Step Size:   180.0     Total Elapsed Time:   65160.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  133   Step Size:   180.0     Total Elapsed Time:   65340.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  134   Step Size:   180.0     Total Elapsed Time:   65520.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  135   Step Size:   180.0     Total Elapsed Time:   65700.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  136   Step Size:   180.0     Total Elapsed Time:   65880.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  137   Step Size:   180.0     Total Elapsed Time:   66060.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  138   Step Size:   180.0     Total Elapsed Time:   66240.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Transport Step:  139   Step Size:   180.0     Total Elapsed Time:   66420.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  140   Step Size:   180.0     Total Elapsed Time:   66600.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  141   Step Size:   180.0     Total Elapsed Time:   66780.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  142   Step Size:   180.0     Total Elapsed Time:   66960.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  143   Step Size:   180.0     Total Elapsed Time:   67140.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  144   Step Size:   180.0     Total Elapsed Time:   67320.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  145   Step Size:   180.0     Total Elapsed Time:   67500.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  146   Step Size:   180.0     Total Elapsed Time:   67680.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  147   Step Size:   180.0     Total Elapsed Time:   67860.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  148   Step Size:   180.0     Total Elapsed Time:   68040.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  149   Step Size:   180.0     Total Elapsed Time:   68220.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  150   Step Size:   180.0     Total Elapsed Time:   68400.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  151   Step Size:   180.0     Total Elapsed Time:   68580.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  152   Step Size:   180.0     Total Elapsed Time:   68760.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  153   Step Size:   180.0     Total Elapsed Time:   68940.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  154   Step Size:   180.0     Total Elapsed Time:   69120.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  155   Step Size:   180.0     Total Elapsed Time:   69300.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  156   Step Size:   180.0     Total Elapsed Time:   69480.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  157   Step Size:   180.0     Total Elapsed Time:   69660.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  158   Step Size:   180.0     Total Elapsed Time:   69840.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  159   Step Size:   180.0     Total Elapsed Time:   70020.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  160   Step Size:   180.0     Total Elapsed Time:   70200.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  161   Step Size:   180.0     Total Elapsed Time:   70380.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  162   Step Size:   180.0     Total Elapsed Time:   70560.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  163   Step Size:   180.0     Total Elapsed Time:   70740.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  164   Step Size:   180.0     Total Elapsed Time:   70920.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  165   Step Size:   180.0     Total Elapsed Time:   71100.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  166   Step Size:   180.0     Total Elapsed Time:   71280.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  167   Step Size:   180.0     Total Elapsed Time:   71460.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  168   Step Size:   180.0     Total Elapsed Time:   71640.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  169   Step Size:   180.0     Total Elapsed Time:   71820.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  170   Step Size:   180.0     Total Elapsed Time:   72000.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  171   Step Size:   180.0     Total Elapsed Time:   72180.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  172   Step Size:   180.0     Total Elapsed Time:   72360.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  173   Step Size:   180.0     Total Elapsed Time:   72540.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  174   Step Size:   180.0     Total Elapsed Time:   72720.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  175   Step Size:   180.0     Total Elapsed Time:   72900.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  176   Step Size:   180.0     Total Elapsed Time:   73080.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  177   Step Size:   180.0     Total Elapsed Time:   73260.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  178   Step Size:   180.0     Total Elapsed Time:   73440.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  179   Step Size:   180.0     Total Elapsed Time:   73620.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  180   Step Size:   180.0     Total Elapsed Time:   73800.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  181   Step Size:   180.0     Total Elapsed Time:   73980.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  182   Step Size:   180.0     Total Elapsed Time:   74160.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  183   Step Size:   180.0     Total Elapsed Time:   74340.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  184   Step Size:   180.0     Total Elapsed Time:   74520.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  185   Step Size:   180.0     Total Elapsed Time:   74700.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  186   Step Size:   180.0     Total Elapsed Time:   74880.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  187   Step Size:   180.0     Total Elapsed Time:   75060.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  188   Step Size:   180.0     Total Elapsed Time:   75240.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  189   Step Size:   180.0     Total Elapsed Time:   75420.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  190   Step Size:   180.0     Total Elapsed Time:   75600.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  191   Step Size:   180.0     Total Elapsed Time:   75780.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  192   Step Size:   180.0     Total Elapsed Time:   75960.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  193   Step Size:   180.0     Total Elapsed Time:   76140.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  194   Step Size:   180.0     Total Elapsed Time:   76320.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  195   Step Size:   180.0     Total Elapsed Time:   76500.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  196   Step Size:   180.0     Total Elapsed Time:   76680.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  197   Step Size:   180.0     Total Elapsed Time:   76860.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  198   Step Size:   180.0     Total Elapsed Time:   77040.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  199   Step Size:   180.0     Total Elapsed Time:   77220.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  200   Step Size:   180.0     Total Elapsed Time:   77400.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  201   Step Size:   180.0     Total Elapsed Time:   77580.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  202   Step Size:   180.0     Total Elapsed Time:   77760.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  203   Step Size:   180.0     Total Elapsed Time:   77940.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  204   Step Size:   180.0     Total Elapsed Time:   78120.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  205   Step Size:   180.0     Total Elapsed Time:   78300.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  206   Step Size:   180.0     Total Elapsed Time:   78480.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  207   Step Size:   180.0     Total Elapsed Time:   78660.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  208   Step Size:   180.0     Total Elapsed Time:   78840.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  209   Step Size:   180.0     Total Elapsed Time:   79020.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  210   Step Size:   180.0     Total Elapsed Time:   79200.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  211   Step Size:   180.0     Total Elapsed Time:   79380.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  212   Step Size:   180.0     Total Elapsed Time:   79560.    \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  213   Step Size:   180.0     Total Elapsed Time:   79740.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  214   Step Size:   180.0     Total Elapsed Time:   79920.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  215   Step Size:   180.0     Total Elapsed Time:   80100.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  216   Step Size:   180.0     Total Elapsed Time:   80280.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  217   Step Size:   180.0     Total Elapsed Time:   80460.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  218   Step Size:   180.0     Total Elapsed Time:   80640.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  219   Step Size:   180.0     Total Elapsed Time:   80820.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  220   Step Size:   180.0     Total Elapsed Time:   81000.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  221   Step Size:   180.0     Total Elapsed Time:   81180.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  222   Step Size:   180.0     Total Elapsed Time:   81360.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  223   Step Size:   180.0     Total Elapsed Time:   81540.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  224   Step Size:   180.0     Total Elapsed Time:   81720.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  225   Step Size:   180.0     Total Elapsed Time:   81900.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  226   Step Size:   180.0     Total Elapsed Time:   82080.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  227   Step Size:   180.0     Total Elapsed Time:   82260.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  228   Step Size:   180.0     Total Elapsed Time:   82440.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  229   Step Size:   180.0     Total Elapsed Time:   82620.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  230   Step Size:   180.0     Total Elapsed Time:   82800.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  231   Step Size:   180.0     Total Elapsed Time:   82980.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  232   Step Size:   180.0     Total Elapsed Time:   83160.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  233   Step Size:   180.0     Total Elapsed Time:   83340.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  234   Step Size:   180.0     Total Elapsed Time:   83520.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  235   Step Size:   180.0     Total Elapsed Time:   83700.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  236   Step Size:   180.0     Total Elapsed Time:   83880.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  237   Step Size:   180.0     Total Elapsed Time:   84060.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  238   Step Size:   180.0     Total Elapsed Time:   84240.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  239   Step Size:   180.0     Total Elapsed Time:   84420.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  240   Step Size:   180.0     Total Elapsed Time:   84600.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  241   Step Size:   180.0     Total Elapsed Time:   84780.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  242   Step Size:   180.0     Total Elapsed Time:   84960.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  243   Step Size:   180.0     Total Elapsed Time:   85140.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  244   Step Size:   180.0     Total Elapsed Time:   85320.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Transport Step:  245   Step Size:   180.0     Total Elapsed Time:   85500.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  246   Step Size:   180.0     Total Elapsed Time:   85680.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  247   Step Size:   180.0     Total Elapsed Time:   85860.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  248   Step Size:   180.0     Total Elapsed Time:   86040.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  249   Step Size:   180.0     Total Elapsed Time:   86220.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Transport Step:  250   Step Size:   180.0     Total Elapsed Time:   86400.    \n",
      " Outer Iter.  1  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      " Outer Iter.  2  Inner Iter.  1:  Max. DC =   0.000      [K,I,J]    1    1    1\n",
      "\n",
      " Program completed.   Total CPU time:  000 minutes  1.117 seconds\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(False, [])"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt.write_input()\n",
    "\n",
    "# run the model\n",
    "mt.run_model()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Compare mt3d-usgs results to an analytical solution"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Define a function to read SFT output file\n",
    "def load_ts_from_SFT_output(fname, nd=1):\n",
    "    f=open(fname, 'r')\n",
    "    iline=0\n",
    "    lst = []\n",
    "    for line in f:\n",
    "        if line.strip().split()[0].replace(\".\", \"\", 1).isdigit():\n",
    "            l = line.strip().split()\n",
    "            t = float(l[0])\n",
    "            loc = int(l[1])\n",
    "            conc = float(l[2])\n",
    "            if(loc == nd):\n",
    "                lst.append( [t,conc] )\n",
    "                \n",
    "    ts = np.array(lst)\n",
    "    f.close()\n",
    "    return ts\n",
    "\n",
    "# Also define a function to read OTIS output file\n",
    "def load_ts_from_otis(fname, iobs=1):\n",
    "    f = open(fname,'r')\n",
    "    iline = 0\n",
    "    lst = []\n",
    "    for line in f:\n",
    "        l = line.strip().split()\n",
    "        t = float(l[0])\n",
    "        val = float(l[iobs])\n",
    "        lst.append( [t, val] )  \n",
    "    \n",
    "    ts = np.array(lst)\n",
    "    f.close()\n",
    "    return ts\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Load output from SFT as well as from the OTIS solution"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Model output\n",
    "fname_SFTout = os.path.join('data', 'CrnkNic.sftcobs.out')\n",
    "\n",
    "# Loading MT3D-USGS output\n",
    "ts1_mt3d = load_ts_from_SFT_output(fname_SFTout, nd=38) \n",
    "ts2_mt3d = load_ts_from_SFT_output(fname_SFTout, nd=105) \n",
    "ts3_mt3d = load_ts_from_SFT_output(fname_SFTout, nd=281)\n",
    "ts4_mt3d = load_ts_from_SFT_output(fname_SFTout, nd=433)\n",
    "ts5_mt3d = load_ts_from_SFT_output(fname_SFTout, nd=619)\n",
    "\n",
    "# OTIS results located here\n",
    "fname_OTIS = os.path.join('..', 'data', 'mt3d_test', 'mfnwt_mt3dusgs', 'sft_crnkNic', 'OTIS_solution.out')\n",
    "\n",
    "# Loading OTIS output\n",
    "ts1_Otis = load_ts_from_otis(fname_OTIS, 1)\n",
    "ts2_Otis = load_ts_from_otis(fname_OTIS, 2)\n",
    "ts3_Otis = load_ts_from_otis(fname_OTIS, 3)\n",
    "ts4_Otis = load_ts_from_otis(fname_OTIS, 4)\n",
    "ts5_Otis = load_ts_from_otis(fname_OTIS, 5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Set up some plotting functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "def set_plot_params():\n",
    "    import matplotlib as mpl\n",
    "    from matplotlib.font_manager import FontProperties\n",
    "    mpl.rcParams['font.sans-serif']          = 'Arial'\n",
    "    mpl.rcParams['font.serif']               = 'Times'\n",
    "    mpl.rcParams['font.cursive']             = 'Zapf Chancery'\n",
    "    mpl.rcParams['font.fantasy']             = 'Comic Sans MS'\n",
    "    mpl.rcParams['font.monospace']           = 'Courier New'\n",
    "    mpl.rcParams['pdf.compression']          = 0\n",
    "    mpl.rcParams['pdf.fonttype']             = 42\n",
    "    \n",
    "    ticksize = 10\n",
    "    mpl.rcParams['legend.fontsize']  = 7\n",
    "    mpl.rcParams['axes.labelsize']   = 12\n",
    "    mpl.rcParams['xtick.labelsize']  = ticksize\n",
    "    mpl.rcParams['ytick.labelsize']  = ticksize\n",
    "    return\n",
    "\n",
    "def set_sizexaxis(a,fmt,sz):\n",
    "    success = 0\n",
    "    x = a.get_xticks()\n",
    "#   print x\n",
    "    xc = np.chararray(len(x), itemsize=16)\n",
    "    for i in range(0,len(x)):\n",
    "        text = fmt % ( x[i] )\n",
    "        xc[i] = string.strip(string.ljust(text,16))\n",
    "#   print xc\n",
    "    a.set_xticklabels(xc, size=sz)\n",
    "    success = 1\n",
    "    return success\n",
    "\n",
    "def set_sizeyaxis(a,fmt,sz):\n",
    "    success = 0\n",
    "    y = a.get_yticks()\n",
    "#   print y\n",
    "    yc = np.chararray(len(y), itemsize=16)\n",
    "    for i in range(0,len(y)):\n",
    "        text = fmt % ( y[i] )\n",
    "        yc[i] = string.strip(string.ljust(text,16))\n",
    "#   print yc\n",
    "    a.set_yticklabels(yc, size=sz)\n",
    "    success = 1\n",
    "    return success\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Compare output:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#set up figure\n",
    "try:\n",
    "    plt.close('all')\n",
    "except:\n",
    "    pass\n",
    "\n",
    "set_plot_params()\n",
    "\n",
    "fig = plt.figure(figsize=(6, 4), facecolor='w')\n",
    "ax = fig.add_subplot(1, 1, 1)\n",
    "\n",
    "ax.plot(ts1_Otis[:,0], ts1_Otis[:,1], 'k-', linewidth=1.0)\n",
    "ax.plot(ts2_Otis[:,0], ts2_Otis[:,1], 'b-', linewidth=1.0)\n",
    "ax.plot(ts3_Otis[:,0], ts3_Otis[:,1], 'r-', linewidth=1.0)\n",
    "ax.plot(ts4_Otis[:,0], ts4_Otis[:,1], 'g-', linewidth=1.0)\n",
    "ax.plot(ts5_Otis[:,0], ts5_Otis[:,1], 'c-', linewidth=1.0)\n",
    "\n",
    "ax.plot((ts1_mt3d[:,0])/3600, ts1_mt3d[:,1], 'kD', markersize=2.0, mfc='none',mec='k')\n",
    "ax.plot((ts2_mt3d[:,0])/3600, ts2_mt3d[:,1], 'b*', markersize=3.0, mfc='none',mec='b')\n",
    "ax.plot((ts3_mt3d[:,0])/3600, ts3_mt3d[:,1], 'r+', markersize=3.0)\n",
    "ax.plot((ts4_mt3d[:,0])/3600, ts4_mt3d[:,1], 'g^', markersize=2.0, mfc='none',mec='g')\n",
    "ax.plot((ts5_mt3d[:,0])/3600, ts5_mt3d[:,1], 'co', markersize=2.0, mfc='none',mec='c')\n",
    "\n",
    "#customize plot\n",
    "ax.set_xlabel('Time, hours')\n",
    "ax.set_ylabel('Concentration, mg L-1')\n",
    "ax.set_ylim([3.5,13])\n",
    "ticksize = 10\n",
    "\n",
    "#legend\n",
    "leg = ax.legend(\n",
    "                (\n",
    "                 'Otis, Site 1', 'Otis, Site 2', 'Otis, Site 3', 'Otis, Site 4', 'Otis, Site 5',\n",
    "                 'MT3D-USGS, Site 1', 'MT3D-USGS, Site 2', 'MT3D-USGS, Site 3', 'MT3D-USGS, Site 4', 'MT3D-USGS, Site 5',\n",
    "                 ), \n",
    "                loc='upper right', labelspacing=0.25, columnspacing=1,\n",
    "                handletextpad=0.5, handlelength=2.0, numpoints=1)\n",
    "leg._drawFrame = False \n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}