Example of Seawater Intrusion Modeling with Modflow 6, Model Muse and Flopy – Tutorial

Hydrate

MODFLOW 6 implements the Buoyancy package for the simulation of variable density and seawater intrusion cases. The tools are implemented in the Python package Flopy, however the workflow has changed substantially from the previous models of flow and transport. We have developed an applied case seawater intrusion model on a regular geometry model constructed with Model Muse for flow and Flopy for transport.

Tutorial

Python code

This is the Python code that imports the simulation and implements the transport model and the BUY package.

#import required packages
import flopy
import numpy as np
import matplotlib.pyplot as plt
import os

Open MF6 and explore packages

#open mf6 simulation and change folder path
simName = 'modflow'
simWs = '../Model'
exeName = '../Exe/mf6.exe'
sim = flopy.mf6.MFSimulation.load('modflow',exe_name=exeName, sim_ws=simWs)
buySimWs = '../modelBuy'
sim.set_sim_path(buySimWs)
loading simulation...
  loading simulation name file...
  loading tdis package...
  loading model gwf6...
    loading package dis...
    loading package ic...
WARNING: Block "options" is not a valid block name for file type ic.
    loading package npf...
    loading package sto...
    loading package oc...
    loading package ghb...
    loading package wel...
  loading ims package modflow...
#list sim packages
#sim.sim_package_list
#get groundwater flow model
gwf = sim.get_model()
#gwf
#change folder of flow model
gwf.set_model_relative_path('../modelBuy')
# get model package list
gwf.get_package_list()
['DIS', 'IC', 'NPF', 'STO', 'OC', 'GHB_0', 'WEL_0']

Representation of model geometry

#open spatial discretization package
dis = gwf.get_package('DIS')
print(dis.top)
print(dis.botm)
{constant 5.0}

Layer_1{constant -10.0}
Layer_2{constant -20.0}
Layer_3{constant -30.0}
Layer_4{constant -40.0}
Layer_5{constant -50.0}
#plot aerial plot
fig, ax = plt.subplots(figsize=(14,6))
mapview = flopy.plot.PlotMapView(model=gwf)
linecollection = mapview.plot_grid()
#plot cross sections
fig, ax = plt.subplots(figsize=(14,6))
crossview = flopy.plot.PlotCrossSection(model=gwf, line={'row':5})
crossview.plot_grid()

Review boundary conditions

#General head boundary - GHB
fig, ax = plt.subplots(figsize=(14,6))
mapview = flopy.plot.PlotMapView(model=gwf)
linecollection = mapview.plot_grid()
mapview.plot_bc('GHB')
#Well - WEL
fig, ax = plt.subplots(figsize=(14,6))
crossview = flopy.plot.PlotCrossSection(model=gwf, line={'row':5})
crossview.plot_grid()
crossview.plot_bc('WEL')
#check output control
#gwf.get_package('OC')

Create auxiliary variable and enable Buy package

#add auxiliary for ghb package
ghb = gwf.get_package('GHB')
ghb.auxiliary = 'CONCENTRATION'
#define buy package
buyModName = 'modelBuy'
Csalt = 35.
Cfresh = 0.
densesalt = 1025.
densefresh = 1000.
denseslp = (densesalt - densefresh) / (Csalt - Cfresh)

pd = [(0, denseslp, 0., buyModName, 'CONCENTRATION')]
buy = flopy.mf6.ModflowGwfbuy(gwf, denseref=1000., nrhospecies=1,packagedata=pd)

Define transport model

#create transport package
gwt = flopy.mf6.ModflowGwt(sim, modelname=buyModName)
#register solver for transport model
ims_gwt = flopy.mf6.ModflowIms(sim,linear_acceleration='BICGSTAB')
sim.register_ims_package(ims_gwt, [gwt.name])
#define spatial discretization
gwtDis = flopy.mf6.ModflowGwtdis(gwt, nlay=dis.nlay.data, 
                              nrow=dis.nrow.data, 
                              ncol=dis.ncol.data,
                              delr=dis.delr.data, 
                              delc=dis.delc.data,
                              top=dis.top.data, 
                              botm=dis.botm.data)
#define starting concentrations
strtConc = np.zeros((dis.nlay.data, dis.nrow.data, dis.ncol.data), dtype=np.float32)
strtConc[:,:,-2:] = 35.
gwtIc = flopy.mf6.ModflowGwtic(gwt, strt=strtConc)
#plot initial concentrations
plt.imshow(strtConc[0])
plt.colorbar()
#define advection
adv = flopy.mf6.ModflowGwtadv(gwt, scheme='UPSTREAM')
#define dispersion
dsp = flopy.mf6.ModflowGwtdsp(gwt,diffc=0.707,alh=5,alv=5,ath1=2)
#define mobile storage and transfer
porosity = 0.30
sto = flopy.mf6.ModflowGwtmst(gwt, porosity=porosity)
#define sink and source package
sourcerecarray = ['GHB-1','AUX','CONCENTRATION']
ssm = flopy.mf6.ModflowGwtssm(gwt, sources=sourcerecarray)
#define constant concentration package
cncSpd = []
for row in ghb.stress_period_data.array[0]:
    if row[4] == 'ghb_sea':
        cncSpd.append([row[0],35])

flopy.mf6.ModflowGwtcnc(gwt,stress_period_data=cncSpd)
package_name = cnc
filename = modelBuy.cnc
package_type = cnc
model_or_simulation_package = model
model_name = modelBuy

Block period
--------------------
stress_period_data
{internal}
(rec.array([((0, 0, 19), 35.), ((0, 1, 19), 35.), ((0, 2, 19), 35.),
           ((0, 3, 19), 35.), ((0, 4, 19), 35.), ((0, 5, 19), 35.),
           ((0, 6, 19), 35.), ((0, 7, 19), 35.), ((0, 8, 19), 35.),
           ((0, 9, 19), 35.), ((0, 9, 18), 35.), ((0, 8, 18), 35.),
           ((0, 7, 18), 35.), ((0, 6, 18), 35.), ((0, 5, 18), 35.),
           ((0, 4, 18), 35.), ((0, 3, 18), 35.), ((0, 2, 18), 35.),
           ((0, 1, 18), 35.), ((0, 0, 18), 35.)],
          dtype=[('cellid', 'O'), ('conc', '<f8')]))
#define output control
oc = flopy.mf6.ModflowGwtoc(gwt,
                            concentration_filerecord=buyModName+'.ucn',
                            saverecord=[('CONCENTRATION', 'ALL')])

Define model exchange, write and run model

#define model flow and transport exchange
name = 'modelExchange'
gwfgwt = flopy.mf6.ModflowGwfgwt(sim, exgtype='GWF6-GWT6',
                                 exgmnamea=gwf.name, exgmnameb=buyModName,
                                 filename='{}.gwfgwt'.format(name))
#write simulation and run simulation
sim.write_simulation(silent=True)
sim.run_simulation()
FloPy is using the following  executable to run the model: ../Exe/mf6.exe
                                   MODFLOW 6
                U.S. GEOLOGICAL SURVEY MODULAR HYDROLOGIC MODEL
                            VERSION 6.2.1 02/18/2021

   MODFLOW 6 compiled Feb 18 2021 08:24:05 with IFORT compiler (ver. 19.10.2)

This software has been approved for release by the U.S. Geological 
Survey (USGS). Although the software has been subjected to rigorous 
review, the USGS reserves the right to update the software as needed 
pursuant to further analysis and review. No warranty, expressed or 
implied, is made by the USGS or the U.S. Government as to the 
functionality of the software and related material nor shall the 
fact of release constitute any such warranty. Furthermore, the 
software is released on condition that neither the USGS nor the U.S. 
Government shall be held liable for any damages resulting from its 
authorized or unauthorized use. Also refer to the USGS Water 
Resources Software User Rights Notice for complete use, copyright, 
and distribution information.


 Run start date and time (yyyy/mm/dd hh:mm:ss): 2021/09/15 13:01:17

 Writing simulation list file: mfsim.lst
 Using Simulation name file: mfsim.nam

    Solving:  Stress period:     1    Time step:     1
    Solving:  Stress period:     1    Time step:     2
    Solving:  Stress period:     1    Time step:     3
    Solving:  Stress period:     1    Time step:     4
    Solving:  Stress period:     1    Time step:     5
    Solving:  Stress period:     1    Time step:     6
    Solving:  Stress period:     1    Time step:     7
    Solving:  Stress period:     1    Time step:     8
    Solving:  Stress period:     1    Time step:     9
    Solving:  Stress period:     1    Time step:    10
    Solving:  Stress period:     1    Time step:    11
    Solving:  Stress period:     1    Time step:    12
    Solving:  Stress period:     1    Time step:    13
    Solving:  Stress period:     1    Time step:    14
    Solving:  Stress period:     1    Time step:    15
    Solving:  Stress period:     1    Time step:    16
    Solving:  Stress period:     1    Time step:    17
    Solving:  Stress period:     1    Time step:    18
    Solving:  Stress period:     1    Time step:    19
    Solving:  Stress period:     1    Time step:    20
    Solving:  Stress period:     2    Time step:     1
    Solving:  Stress period:     2    Time step:     2
    Solving:  Stress period:     2    Time step:     3
    Solving:  Stress period:     2    Time step:     4
    Solving:  Stress period:     2    Time step:     5
    Solving:  Stress period:     2    Time step:     6
    Solving:  Stress period:     2    Time step:     7
    Solving:  Stress period:     2    Time step:     8
    Solving:  Stress period:     2    Time step:     9
    Solving:  Stress period:     2    Time step:    10
    Solving:  Stress period:     2    Time step:    11
    Solving:  Stress period:     2    Time step:    12
    Solving:  Stress period:     2    Time step:    13
    Solving:  Stress period:     2    Time step:    14
    Solving:  Stress period:     2    Time step:    15
    Solving:  Stress period:     2    Time step:    16
    Solving:  Stress period:     2    Time step:    17
    Solving:  Stress period:     2    Time step:    18
    Solving:  Stress period:     2    Time step:    19
    Solving:  Stress period:     2    Time step:    20

 Run end date and time (yyyy/mm/dd hh:mm:ss): 2021/09/15 13:01:19
 Elapsed run time:  1.657 Seconds


WARNING REPORT:

  1. OPTIONS BLOCK VARIABLE 'CSV_OUTPUT' IN FILE 'Model1.ims' WAS DEPRECATED
     IN VERSION 6.1.1. OUTER ITERATION INFORMATION WILL BE SAVED TO
     Model1.Solution.CSV.
  2. NONLINEAR BLOCK VARIABLE 'OUTER_HCLOSE' IN FILE 'Model1.ims' WAS
     DEPRECATED IN VERSION 6.1.1. SETTING OUTER_DVCLOSE TO OUTER_HCLOSE VALUE.
  3. LINEAR BLOCK VARIABLE 'INNER_HCLOSE' IN FILE 'Model1.ims' WAS DEPRECATED
     IN VERSION 6.1.1. SETTING INNER_DVCLOSE TO INNER_HCLOSE VALUE.
 Normal termination of simulation.





(True, [])

Import and plot results

#import heads and concentrations
concObj = flopy.utils.HeadFile(os.path.join(buySimWs,buyModName+'.ucn'), text='CONCENTRATION')
headObj = flopy.utils.HeadFile(os.path.join(buySimWs,'Model1.bhd'))
tsList = concObj.get_kstpkper()
tsList[-5:]
[(15, 1), (16, 1), (17, 1), (18, 1), (19, 1)]
#define time series and stress period to plot
ts = (19, 1)

#get heads and concentrations for the time step
tempHead = headObj.get_data(kstpkper=ts)
tempConc = concObj.get_data(kstpkper=ts)
#plot heads on row 5
tempHead = headObj.get_data(kstpkper=ts)
fig, ax = plt.subplots(figsize=(18,6))
crossview = flopy.plot.PlotCrossSection(model=gwf, line={'row':5})
crossview.plot_grid(alpha=0.25)
strtArray = crossview.plot_array(tempHead, masked_values=[1e30])
wtElev = []
for col in range(tempHead.shape[2]):
    colArray = tempHead[:,0,col]
    wtElev.append(colArray[colArray != 1e30][0])
wtLine = plt.plot(gwf.modelgrid.xycenters[0],wtElev,c='crimson')
cb = plt.colorbar(strtArray, shrink=0.5)
#plot concentrations on row 5
fig, ax = plt.subplots(figsize=(18,6))
crossview = flopy.plot.PlotCrossSection(model=gwf, line={'row':5})
crossview.plot_grid(alpha=0.25)
strtArray = crossview.plot_array(tempConc, masked_values=[1e30])
wtElev = []
for col in range(tempHead.shape[2]):
    colArray = tempHead[:,0,col]
    wtElev.append(colArray[colArray != 1e30][0])
wtLine = plt.plot(gwf.modelgrid.xycenters[0],wtElev,c='crimson')
cb = plt.colorbar(strtArray, shrink=0.5)
#plot head contours and concentrations on layer 5
fig, ax = plt.subplots(figsize=(18,6))
mapview = flopy.plot.PlotMapView(model=gwf, layer=4)
mapview.plot_grid(alpha=0.25)
strtArray = mapview.plot_array(tempConc[4], masked_values=[1e30])
headContour = mapview.contour_array(tempHead[4])
cb = plt.colorbar(strtArray, shrink=0.5)

Input data

You can download the input data from this link.

—————
TRANSCOM ISPFree Sigma HSE Email
Level 6 Domain Names are FREE – Register Now.

Related Posts

Boost Inflight Internet- Business Hosting- Secure Email Account- Dropcatch Domain Names- Antisnoop Email- Free Secure Email- Cheap VOIP Calls- Free Hosting and Email- Aero Connectivity- Premium Domains for Sale- Transcom Telecom- Satphone Airtime- Mobile Plans- Free Domain Names- Organic Products- Aviation News