flopy/examples/Notebooks/flopy3_modpath7_structured_...

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# FloPy\n",
"\n",
"## MODPATH 7 structured models example\n",
"\n",
"This notebook demonstrates how to create and run example 1a from the MODPATH 7 documentation for MODFLOW-2005 and MODFLOW 6. The notebooks also shows how to create subsets of endpoint output and plot MODPATH results on PlotMapView objects."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"numpy version: 1.18.5\n",
"matplotlib version: 3.2.2\n",
"flopy version: 3.3.3\n"
]
}
],
"source": [
"import sys\n",
"import os\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__))\n",
"\n",
"if not os.path.exists(\"data\"):\n",
" os.mkdir(\"data\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Flow model data"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"nper, nstp, perlen, tsmult = 1, 1, 1., 1.\n",
"nlay, nrow, ncol = 3, 21, 20\n",
"delr = delc = 500.\n",
"top = 400.\n",
"botm = [220., 200., 0.]\n",
"laytyp = [1, 0, 0]\n",
"kh = [50., 0.01, 200.]\n",
"kv = [10., 0.01, 20.]\n",
"wel_loc = (2, 10, 9)\n",
"wel_q = -150000.\n",
"rch = 0.005\n",
"riv_h = 320.\n",
"riv_z = 317.\n",
"riv_c = 1.e5"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### MODPATH 7 data"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# MODPATH zones\n",
"zone3 = np.ones((nrow, ncol), dtype=np.int32)\n",
"zone3[wel_loc[1:]] = 2\n",
"zones = [1, 1, zone3]\n",
"\n",
"# create particles\n",
"# particle group 1\n",
"plocs = []\n",
"pids = []\n",
"for idx in range(nrow):\n",
" plocs.append((0, idx, 2))\n",
" pids.append(idx)\n",
"part0 = flopy.modpath.ParticleData(plocs, drape=0, structured=True, particleids=pids)\n",
"pg0 = flopy.modpath.ParticleGroup(particlegroupname='PG1', particledata=part0,\n",
" filename='ex01a.pg1.sloc')\n",
"\n",
"# particle group 2\n",
"v = [(2, 0, 0), (0, 20, 0)]\n",
"part1 = flopy.modpath.ParticleData(v, drape=1, structured=True, particleids=[1000, 1001])\n",
"pg1 = flopy.modpath.ParticleGroup(particlegroupname='PG2', particledata=part1,\n",
" filename='ex01a.pg2.sloc')\n",
"\n",
"locsa = [[0, 0, 0, 0, nrow - 1, ncol - 1],\n",
" [1, 0, 0, 1, nrow - 1, ncol - 1]]\n",
"locsb = [[2, 0, 0, 2, nrow - 1, ncol - 1]]\n",
"sd = flopy.modpath.CellDataType(drape=0, columncelldivisions=1,\n",
" rowcelldivisions=1, layercelldivisions=1)\n",
"p = flopy.modpath.LRCParticleData(subdivisiondata=[sd, sd],\n",
" lrcregions=[locsa, locsb])\n",
"pg2 = flopy.modpath.ParticleGroupLRCTemplate(particlegroupname='PG3',\n",
" particledata=p,\n",
" filename='ex01a.pg3.sloc')\n",
"\n",
"particlegroups = [pg2]\n",
"\n",
"# default iface for MODFLOW-2005 and MODFLOW 6\n",
"defaultiface = {'RECHARGE': 6, 'ET': 6}\n",
"defaultiface6 = {'RCH': 6, 'EVT': 6}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### MODPATH 7 using MODFLOW-2005\n",
"\n",
"#### Create and run MODFLOW-2005"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mf2005\n",
"\n",
" MODFLOW-2005 \n",
" U.S. GEOLOGICAL SURVEY MODULAR FINITE-DIFFERENCE GROUND-WATER FLOW MODEL\n",
" Version 1.12.00 2/3/2017 \n",
"\n",
" Using NAME file: ex01_mf2005.nam \n",
" Run start date and time (yyyy/mm/dd hh:mm:ss): 2021/02/18 11:33:53\n",
"\n",
" Solving: Stress period: 1 Time step: 1 Ground-Water Flow Eqn.\n",
" Run end date and time (yyyy/mm/dd hh:mm:ss): 2021/02/18 11:33:53\n",
" Elapsed run time: 0.015 Seconds\n",
"\n",
" Normal termination of simulation\n"
]
}
],
"source": [
"ws = os.path.join('data', 'mp7_ex1', 'mf2005')\n",
"nm = 'ex01_mf2005'\n",
"exe_name = 'mf2005'\n",
"iu_cbc = 130\n",
"m = flopy.modflow.Modflow(nm, model_ws=ws,\n",
" exe_name=exe_name)\n",
"flopy.modflow.ModflowDis(m, nlay=nlay, nrow=nrow, ncol=ncol,\n",
" nper=nper, itmuni=4 , lenuni=1,\n",
" perlen=perlen, nstp=nstp,\n",
" tsmult=tsmult, steady=True,\n",
" delr=delr, delc=delc,\n",
" top=top, botm=botm)\n",
"flopy.modflow.ModflowLpf(m, ipakcb=iu_cbc, laytyp=laytyp, hk=kh, vka=kv, constantcv=True)\n",
"flopy.modflow.ModflowBas(m, ibound=1, strt=top)\n",
"# recharge\n",
"flopy.modflow.ModflowRch(m, ipakcb=iu_cbc, rech=rch)\n",
"# wel\n",
"wd = [i for i in wel_loc] + [wel_q]\n",
"flopy.modflow.ModflowWel(m, ipakcb=iu_cbc, stress_period_data={0: wd})\n",
"# river\n",
"rd = []\n",
"for i in range(nrow):\n",
" rd.append([0, i, ncol-1, riv_h, riv_c, riv_z])\n",
"flopy.modflow.ModflowRiv(m, ipakcb=iu_cbc, stress_period_data={0: rd})\n",
"# output control\n",
"flopy.modflow.ModflowOc(m, stress_period_data={(0, 0): ['save head',\n",
" 'save budget',\n",
" 'print head']})\n",
"flopy.modflow.ModflowPcg(m, hclose=1e-6, rclose=1e-6)\n",
"\n",
"m.write_input()\n",
"success, buff = m.run_model()\n",
"assert success, 'mf2005 model did not run'"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"# this is a fix until the grid object is available\n",
"m.sr = flopy.utils.SpatialReference(xll=0, yll=0, delr=m.dis.delr.array, delc=m.dis.delc.array, \n",
" units='meters', lenuni=1, length_multiplier=1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Create and run MODPATH 7"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mp7\n",
"\n",
"MODPATH Version 7.2.001 \n",
"Program compiled Oct 29 2020 12:30:37 with IFORT compiler (ver. 19.10.3) \n",
" \n",
" \n",
"Run particle tracking simulation ...\n",
"Processing Time Step 1 Period 1. Time = 1.00000E+00 Steady-state flow \n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Particle Summary:\n",
" 0 particles are pending release.\n",
" 0 particles remain active.\n",
" 0 particles terminated at boundary faces.\n",
" 0 particles terminated at weak sink cells.\n",
" 0 particles terminated at weak source cells.\n",
" 1260 particles terminated at strong source/sink cells.\n",
" 0 particles terminated in cells with a specified zone number.\n",
" 0 particles were stranded in inactive or dry cells.\n",
" 0 particles were unreleased.\n",
" 0 particles have an unknown status.\n",
" \n",
"Normal termination. \n"
]
},
{
"data": {
"text/plain": [
"(True, [])"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# create modpath files\n",
"exe_name = 'mp7'\n",
"mp = flopy.modpath.Modpath7(modelname=nm + '_mp', flowmodel=m,\n",
" exe_name=exe_name, model_ws=ws)\n",
"mpbas = flopy.modpath.Modpath7Bas(mp, porosity=0.1,\n",
" defaultiface=defaultiface)\n",
"mpsim = flopy.modpath.Modpath7Sim(mp, simulationtype='combined',\n",
" trackingdirection='forward',\n",
" weaksinkoption='pass_through',\n",
" weaksourceoption='pass_through',\n",
" budgetoutputoption='summary',\n",
" budgetcellnumbers=[1049, 1259],\n",
" traceparticledata=[1, 1000],\n",
" referencetime=[0, 0, 0.],\n",
" stoptimeoption='extend',\n",
" timepointdata=[500, 1000.],\n",
" zonedataoption='on', zones=zones,\n",
" particlegroups=particlegroups)\n",
"\n",
"# write modpath datasets\n",
"mp.write_input()\n",
"\n",
"# run modpath\n",
"mp.run_model()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Load MODPATH 7 output"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Get locations to extract pathline data"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"nodew = m.dis.get_node([wel_loc])\n",
"riv_locs = flopy.utils.ra_slice(m.riv.stress_period_data[0], ['k', 'i', 'j'])\n",
"nodesr = m.dis.get_node(riv_locs.tolist())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Pathline data"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"fpth = os.path.join(ws, nm + '_mp.mppth')\n",
"p = flopy.utils.PathlineFile(fpth)\n",
"pw0 = p.get_destination_pathline_data(nodew)\n",
"pr0 = p.get_destination_pathline_data(nodesr)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Endpoint data\n",
"\n",
"Get particles that terminate in the well"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(564,)"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fpth = os.path.join(ws, nm + '_mp.mpend')\n",
"e = flopy.utils.EndpointFile(fpth)\n",
"well_epd = e.get_destination_endpoint_data(dest_cells=nodew) \n",
"well_epd.shape"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Get particles that terminate in the river boundaries"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(696,)"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"riv_epd = e.get_destination_endpoint_data(dest_cells=nodesr)\n",
"riv_epd.shape"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Merge the particles that end in the well and the river boundaries."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(1260,)"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"epd0 = np.concatenate((well_epd, riv_epd))\n",
"epd0.shape"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Plot MODPATH 7 output"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mm = flopy.plot.PlotMapView(model=m)\n",
"mm.plot_grid(lw=0.5)\n",
"mm.plot_pathline(pw0, layer='all', color='blue', label='captured by wells')\n",
"mm.plot_pathline(pr0, layer='all', color='green', label='captured by rivers')\n",
"mm.plot_endpoint(epd0, direction='starting', colorbar=True)\n",
"mm.ax.legend();"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### MODPATH 7 using MODFLOW 6\n",
"\n",
"#### Create and run MODFLOW 6"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"writing simulation...\n",
" writing simulation name file...\n",
" writing simulation tdis package...\n",
" writing ims package ims...\n",
" writing model ex01_mf6...\n",
" writing model name file...\n",
" writing package dis...\n",
" writing package ic...\n",
" writing package npf...\n",
" writing package rcha...\n",
" writing package wel_0...\n",
" writing package riv_0...\n",
"INFORMATION: maxbound in ('gwf6', 'riv', 'dimensions') changed to 21 based on size of stress_period_data\n",
" writing package oc...\n",
"FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mf6\n",
" MODFLOW 6\n",
" U.S. GEOLOGICAL SURVEY MODULAR HYDROLOGIC MODEL\n",
" VERSION 6.2.0 10/22/2020\n",
"\n",
" MODFLOW 6 compiled Oct 29 2020 12:19:52 with IFORT compiler (ver. 19.10.3)\n",
"\n",
"This software has been approved for release by the U.S. Geological \n",
"Survey (USGS). Although the software has been subjected to rigorous \n",
"review, the USGS reserves the right to update the software as needed \n",
"pursuant to further analysis and review. No warranty, expressed or \n",
"implied, is made by the USGS or the U.S. Government as to the \n",
"functionality of the software and related material nor shall the \n",
"fact of release constitute any such warranty. Furthermore, the \n",
"software is released on condition that neither the USGS nor the U.S. \n",
"Government shall be held liable for any damages resulting from its \n",
"authorized or unauthorized use. Also refer to the USGS Water \n",
"Resources Software User Rights Notice for complete use, copyright, \n",
"and distribution information.\n",
"\n",
" \n",
" Run start date and time (yyyy/mm/dd hh:mm:ss): 2021/02/18 11:34:12\n",
" \n",
" Writing simulation list file: mfsim.lst\n",
" Using Simulation name file: mfsim.nam\n",
" \n",
" Solving: Stress period: 1 Time step: 1\n",
" \n",
" Run end date and time (yyyy/mm/dd hh:mm:ss): 2021/02/18 11:34:12\n",
" Elapsed run time: 0.046 Seconds\n",
" \n",
"\n",
"WARNING REPORT:\n",
"\n",
" 1. NONLINEAR BLOCK VARIABLE 'OUTER_HCLOSE' IN FILE 'ex01_mf6.ims' WAS\n",
" DEPRECATED IN VERSION 6.1.1. SETTING OUTER_DVCLOSE TO OUTER_HCLOSE VALUE.\n",
" 2. LINEAR BLOCK VARIABLE 'INNER_HCLOSE' IN FILE 'ex01_mf6.ims' WAS\n",
" DEPRECATED IN VERSION 6.1.1. SETTING INNER_DVCLOSE TO INNER_HCLOSE VALUE.\n",
" Normal termination of simulation.\n"
]
}
],
"source": [
"ws = os.path.join('data', 'mp7_ex1', 'mf6')\n",
"nm = 'ex01_mf6'\n",
"exe_name = 'mf6'\n",
"\n",
"# Create the Flopy simulation object\n",
"sim = flopy.mf6.MFSimulation(sim_name=nm, exe_name='mf6',\n",
" version='mf6', sim_ws=ws)\n",
"\n",
"# Create the Flopy temporal discretization object\n",
"pd = (perlen, nstp, tsmult)\n",
"tdis = flopy.mf6.modflow.mftdis.ModflowTdis(sim, pname='tdis',\n",
" time_units='DAYS', nper=nper,\n",
" perioddata=[pd])\n",
"\n",
"# Create the Flopy groundwater flow (gwf) model object\n",
"model_nam_file = '{}.nam'.format(nm)\n",
"gwf = flopy.mf6.ModflowGwf(sim, modelname=nm,\n",
" model_nam_file=model_nam_file, save_flows=True)\n",
"\n",
"# Create the Flopy iterative model solver (ims) Package object\n",
"ims = flopy.mf6.modflow.mfims.ModflowIms(sim, pname='ims', \n",
" complexity='SIMPLE',\n",
" outer_hclose=1e-6,\n",
" inner_hclose=1e-6,\n",
" rcloserecord=1e-6)\n",
"\n",
"# create gwf file\n",
"dis = flopy.mf6.modflow.mfgwfdis.ModflowGwfdis(gwf, pname='dis', nlay=nlay,\n",
" nrow=nrow, ncol=ncol,\n",
" length_units='FEET',\n",
" delr=delr, delc=delc,\n",
" top=top,\n",
" botm=botm)\n",
"# Create the initial conditions package\n",
"ic = flopy.mf6.modflow.mfgwfic.ModflowGwfic(gwf, pname='ic', strt=top)\n",
"\n",
"# Create the node property flow package\n",
"npf = flopy.mf6.modflow.mfgwfnpf.ModflowGwfnpf(gwf, pname='npf',\n",
" icelltype=laytyp, k=kh,\n",
" k33=kv)\n",
"\n",
"\n",
"# recharge\n",
"flopy.mf6.modflow.mfgwfrcha.ModflowGwfrcha(gwf, recharge=rch)\n",
"# wel\n",
"wd = [(wel_loc, wel_q)]\n",
"flopy.mf6.modflow.mfgwfwel.ModflowGwfwel(gwf, maxbound=1,\n",
" stress_period_data={0: wd})\n",
"# river\n",
"rd = []\n",
"for i in range(nrow):\n",
" rd.append([(0, i, ncol - 1), riv_h, riv_c, riv_z])\n",
"flopy.mf6.modflow.mfgwfriv.ModflowGwfriv(gwf, stress_period_data={0: rd})\n",
"# Create the output control package\n",
"headfile = '{}.hds'.format(nm)\n",
"head_record = [headfile]\n",
"budgetfile = '{}.cbb'.format(nm)\n",
"budget_record = [budgetfile]\n",
"saverecord = [('HEAD', 'ALL'),\n",
" ('BUDGET', 'ALL')]\n",
"oc = flopy.mf6.modflow.mfgwfoc.ModflowGwfoc(gwf, pname='oc',\n",
" saverecord=saverecord,\n",
" head_filerecord=head_record,\n",
" budget_filerecord=budget_record)\n",
"\n",
"# Write the datasets\n",
"sim.write_simulation()\n",
"# Run the simulation\n",
"success, buff = sim.run_simulation()\n",
"assert success, 'mf6 model did not run'"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Create and run MODPATH 7"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"FloPy is using the following executable to run the model: /Users/jdhughes/.local/bin/mp7\n",
"\n",
"MODPATH Version 7.2.001 \n",
"Program compiled Oct 29 2020 12:30:37 with IFORT compiler (ver. 19.10.3) \n",
" \n",
" \n",
"Run particle tracking simulation ...\n",
"Processing Time Step 1 Period 1. Time = 1.00000E+00 Steady-state flow \n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Particle Summary:\n",
" 0 particles are pending release.\n",
" 0 particles remain active.\n",
" 0 particles terminated at boundary faces.\n",
" 0 particles terminated at weak sink cells.\n",
" 0 particles terminated at weak source cells.\n",
" 1260 particles terminated at strong source/sink cells.\n",
" 0 particles terminated in cells with a specified zone number.\n",
" 0 particles were stranded in inactive or dry cells.\n",
" 0 particles were unreleased.\n",
" 0 particles have an unknown status.\n",
" \n",
"Normal termination. \n"
]
},
{
"data": {
"text/plain": [
"(True, [])"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# create modpath files\n",
"exe_name = 'mp7'\n",
"mp = flopy.modpath.Modpath7(modelname=nm + '_mp', flowmodel=gwf,\n",
" exe_name=exe_name, model_ws=ws)\n",
"mpbas = flopy.modpath.Modpath7Bas(mp, porosity=0.1,\n",
" defaultiface=defaultiface6)\n",
"mpsim = flopy.modpath.Modpath7Sim(mp, simulationtype='combined',\n",
" trackingdirection='forward',\n",
" weaksinkoption='pass_through',\n",
" weaksourceoption='pass_through',\n",
" budgetoutputoption='summary',\n",
" budgetcellnumbers=[1049, 1259],\n",
" traceparticledata=[1, 1000],\n",
" referencetime=[0, 0, 0.],\n",
" stoptimeoption='extend',\n",
" timepointdata=[500, 1000.],\n",
" zonedataoption='on', zones=zones,\n",
" particlegroups=particlegroups)\n",
"\n",
"# write modpath datasets\n",
"mp.write_input()\n",
"\n",
"# run modpath\n",
"mp.run_model()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Load MODPATH 7 output\n",
"\n",
"Pathline data"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"fpth = os.path.join(ws, nm + '_mp.mppth')\n",
"p = flopy.utils.PathlineFile(fpth)\n",
"pw1 = p.get_destination_pathline_data(nodew)\n",
"pr1 = p.get_destination_pathline_data(nodesr)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Endpoint data\n",
"\n",
"Get particles that terminate in the well"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"fpth = os.path.join(ws, nm + '_mp.mpend')\n",
"e = flopy.utils.EndpointFile(fpth)\n",
"well_epd = e.get_destination_endpoint_data(dest_cells=nodew) "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Get particles that terminate in the river boundaries"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"riv_epd = e.get_destination_endpoint_data(dest_cells=nodesr)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Merge the particles that end in the well and the river boundaries."
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
"epd1 = np.concatenate((well_epd, riv_epd))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Plot MODPATH 7 output\n",
"\n",
"Use MODFLOW-2005 model for plotting (until MODFLOW 6 grid object implemented)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mm = flopy.plot.PlotMapView(model=m)\n",
"mm.plot_grid(lw=0.5)\n",
"mm.plot_pathline(pw1, layer='all', color='blue', label='captured by wells')\n",
"mm.plot_pathline(pr1, layer='all', color='green', label='captured by rivers')\n",
"mm.plot_endpoint(epd1, direction='starting', colorbar=True)\n",
"mm.ax.legend();"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Compare MODPATH results\n",
"\n",
"Compare MODPATH results for MODFLOW-2005 and MODFLOW 6. Also show pathline points every 5th point."
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1080x720 with 3 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"f, axes = plt.subplots(ncols=3, nrows=1, sharey=True, figsize=(15, 10))\n",
"axes = axes.flatten()\n",
"ax = axes[0]\n",
"ax.set_aspect('equal')\n",
"mm = flopy.plot.PlotMapView(model=m, ax=ax)\n",
"mm.plot_grid(lw=0.5)\n",
"mm.plot_pathline(pw0, layer='all', color='blue', lw=1,\n",
" marker='o', markercolor='black', markersize=3, markerevery=5)\n",
"mm.plot_pathline(pr0, layer='all', color='green', lw=1,\n",
" marker='o', markercolor='black', markersize=3, markerevery=5)\n",
"ax.set_title('MODFLOW-2005')\n",
"\n",
"ax = axes[1]\n",
"ax.set_aspect('equal')\n",
"mm = flopy.plot.PlotMapView(model=m, ax=ax)\n",
"mm.plot_grid(lw=0.5)\n",
"mm.plot_pathline(pw1, layer='all', color='blue', lw=1,\n",
" marker='o', markercolor='black', markersize=3, markerevery=5)\n",
"mm.plot_pathline(pr1, layer='all', color='green', lw=1,\n",
" marker='o', markercolor='black', markersize=3, markerevery=5)\n",
"ax.set_title('MODFLOW 6')\n",
"\n",
"\n",
"ax = axes[2]\n",
"ax.set_aspect('equal')\n",
"mm = flopy.plot.PlotMapView(model=m, ax=ax)\n",
"mm.plot_grid(lw=0.5)\n",
"mm.plot_pathline(pw1, layer='all', color='blue', lw=1, label='MODFLOW 6')\n",
"mm.plot_pathline(pw0, layer='all', color='blue', lw=1, linestyle=':', label='MODFLOW-2005')\n",
"mm.plot_pathline(pr1, layer='all', color='green', lw=1, label='_none')\n",
"mm.plot_pathline(pr0, layer='all', color='green', lw=1, linestyle=':', label='_none')\n",
"ax.legend()\n",
"ax.set_title('MODFLOW 2005 and MODFLOW 6');"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"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": "3.8.6"
}
},
"nbformat": 4,
"nbformat_minor": 2
}