FloPy Workflows for Creating Structured and Unstructured MODFLOW Models
FloPy is a Python package for creating, running, and post‐processing MODFLOW‐based groundwater flow and transport models. FloPy functionality has expanded to support the latest version of MODFLOW (MODFLOW 6) including support for unstructured grids. FloPy can simplify the process required to downloa...
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| Published in | Ground water Vol. 62; no. 1; pp. 124 - 139 |
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| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Malden, US
Blackwell Publishing Ltd
01.01.2024
Ground Water Publishing Company |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0017-467X 1745-6584 1745-6584 |
| DOI | 10.1111/gwat.13327 |
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| Abstract | FloPy is a Python package for creating, running, and post‐processing MODFLOW‐based groundwater flow and transport models. FloPy functionality has expanded to support the latest version of MODFLOW (MODFLOW 6) including support for unstructured grids. FloPy can simplify the process required to download MODFLOW‐based and other executables for Linux, MacOS, and Windows operating systems. Expanded FloPy capabilities include (1) full support for structured and unstructured spatial discretizations; (2) geoprocessing of spatial features and raster data to develop model input for supported discretization types; (3) the addition of functionality to provide direct access to simulated output data; (4) extension of plotting capabilities to unstructured MODFLOW 6 discretization types; and (5) the ability to export model data to shapefiles, NetCDF, and VTK formats for processing, analysis, and visualization by other software products. Examples of using expanded FloPy capabilities are presented for a hypothetical watershed. An unstructured groundwater flow and transport model, with several advanced stress packages, is presented to demonstrate how FloPy can be used to develop complicated unstructured model datasets from original source data (shapefiles and rasters), post‐process model results, and plot simulated results. |
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| AbstractList | FloPy is a Python package for creating, running, and post‐processing MODFLOW‐based groundwater flow and transport models. FloPy functionality has expanded to support the latest version of MODFLOW (MODFLOW 6) including support for unstructured grids. FloPy can simplify the process required to download MODFLOW‐based and other executables for Linux, MacOS, and Windows operating systems. Expanded FloPy capabilities include (1) full support for structured and unstructured spatial discretizations; (2) geoprocessing of spatial features and raster data to develop model input for supported discretization types; (3) the addition of functionality to provide direct access to simulated output data; (4) extension of plotting capabilities to unstructured MODFLOW 6 discretization types; and (5) the ability to export model data to shapefiles, NetCDF, and VTK formats for processing, analysis, and visualization by other software products. Examples of using expanded FloPy capabilities are presented for a hypothetical watershed. An unstructured groundwater flow and transport model, with several advanced stress packages, is presented to demonstrate how FloPy can be used to develop complicated unstructured model datasets from original source data (shapefiles and rasters), post‐process model results, and plot simulated results. FloPy is a Python package for creating, running, and post-processing MODFLOW-based groundwater flow and transport models. FloPy functionality has expanded to support the latest version of MODFLOW (MODFLOW 6) including support for unstructured grids. FloPy can simplify the process required to download MODFLOW-based and other executables for Linux, MacOS, and Windows operating systems. Expanded FloPy capabilities include (1) full support for structured and unstructured spatial discretizations; (2) geoprocessing of spatial features and raster data to develop model input for supported discretization types; (3) the addition of functionality to provide direct access to simulated output data; (4) extension of plotting capabilities to unstructured MODFLOW 6 discretization types; and (5) the ability to export model data to shapefiles, NetCDF, and VTK formats for processing, analysis, and visualization by other software products. Examples of using expanded FloPy capabilities are presented for a hypothetical watershed. An unstructured groundwater flow and transport model, with several advanced stress packages, is presented to demonstrate how FloPy can be used to develop complicated unstructured model datasets from original source data (shapefiles and rasters), post-process model results, and plot simulated results.FloPy is a Python package for creating, running, and post-processing MODFLOW-based groundwater flow and transport models. FloPy functionality has expanded to support the latest version of MODFLOW (MODFLOW 6) including support for unstructured grids. FloPy can simplify the process required to download MODFLOW-based and other executables for Linux, MacOS, and Windows operating systems. Expanded FloPy capabilities include (1) full support for structured and unstructured spatial discretizations; (2) geoprocessing of spatial features and raster data to develop model input for supported discretization types; (3) the addition of functionality to provide direct access to simulated output data; (4) extension of plotting capabilities to unstructured MODFLOW 6 discretization types; and (5) the ability to export model data to shapefiles, NetCDF, and VTK formats for processing, analysis, and visualization by other software products. Examples of using expanded FloPy capabilities are presented for a hypothetical watershed. An unstructured groundwater flow and transport model, with several advanced stress packages, is presented to demonstrate how FloPy can be used to develop complicated unstructured model datasets from original source data (shapefiles and rasters), post-process model results, and plot simulated results. |
| Author | Larsen, Joshua D. Paulinski, Scott R. Hughes, Joseph D. Langevin, Christian D. Brakenhoff, David |
| Author_xml | – sequence: 1 givenname: Joseph D. orcidid: 0000-0003-1311-2354 surname: Hughes fullname: Hughes, Joseph D. email: jdhughes@usgs.gov – sequence: 2 givenname: Christian D. orcidid: 0000-0001-5610-9759 surname: Langevin fullname: Langevin, Christian D. organization: U.S. Geological Survey, Integrated Modeling and Prediction Division – sequence: 3 givenname: Scott R. orcidid: 0000-0001-6548-8164 surname: Paulinski fullname: Paulinski, Scott R. organization: U.S. Geological Survey, California Water Science Center – sequence: 4 givenname: Joshua D. orcidid: 0000-0002-1218-800X surname: Larsen fullname: Larsen, Joshua D. organization: U.S. Geological Survey, California Water Science Center – sequence: 5 givenname: David orcidid: 0000-0002-2993-2202 surname: Brakenhoff fullname: Brakenhoff, David organization: Artesia Water |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/37246740$$D View this record in MEDLINE/PubMed |
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| CitedBy_id | crossref_primary_10_1002_hyp_15015 crossref_primary_10_1111_gwat_13405 crossref_primary_10_1016_j_jhydrol_2024_131394 crossref_primary_10_1111_gwat_13459 crossref_primary_10_1186_s40517_024_00326_1 crossref_primary_10_1029_2023WR035727 crossref_primary_10_1111_gwat_13367 crossref_primary_10_2166_wpt_2024_299 crossref_primary_10_1111_gwat_13351 crossref_primary_10_1016_j_jenvman_2024_120292 |
| Cites_doi | 10.1109/38.56302 10.5194/hess‐20‐3739‐2016 10.3133/tm6A57 10.1016/j.advwatres.2019.04.010 10.1016/j.envsoft.2018.03.025 10.1111/gwat.13117 10.1029/2017WR021531 10.1002/2017GL075238 10.3133/tm6A61 10.1038/s41558‐020‐0874‐1 10.1111/gwat.13254 10.3133/tm6A45 10.1029/2018GL080404 10.3389/feart.2022.903965 10.5194/gmd‐13‐3267‐2020 10.1007/s00477‐020‐01888‐9 10.3133/tm6A44 10.3133/tm6A62 10.1016/j.envsoft.2018.06.007 10.1109/MCSE.2007.55 10.1016/B978-012387582-2/50038-1 10.3133/tm6A12 10.3133/tm6A56 10.1016/j.envsoft.2019.01.020 10.1111/j.1745‐6584.1998.tb02824.x 10.3389/feart.2022.907533 10.3389/feart.2020.00050 10.1111/gwat.12413 10.3133/tm6A55 10.1111/j.1745‐6584.2011.00826.x 10.1029/2018WR024403 10.1007/BFb0014497 10.3133/ofr20141109 10.3133/sir20225046 10.1016/j.envsoft.2018.06.009 10.1016/j.scitotenv.2019.07.284 10.1111/gwat.12967 10.1016/j.jhydrol.2018.03.029 10.1038/s41592‐019‐0686‐2 |
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| Copyright | 2023 The Authors. published by Wiley Periodicals LLC on behalf of National Ground Water Association. This article has been contributed to by U.S. Government employees and their work is in the public domain in the USA. 2023 The Authors. Groundwater published by Wiley Periodicals LLC on behalf of National Ground Water Association. This article has been contributed to by U.S. Government employees and their work is in the public domain in the USA. 2023. This article is published under http://creativecommons.org/licenses/by-nc/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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| References | 2018; 560 1990; 10 2018; 105 2019; 55 2018; 107 2017; 44 2016; 54 1998 2020; 17 1996 2020; 58 2006 2005 2020; 13 2018; 109 2019; 128 2020; 10 2018; 45 2012; 50 2020; 8 2021; 35 2021; 59 1992; 91‐484 2023 2022 2022; 61 2022a; 60 2019; 115 2016; 20 2007; 9 2018 2022b 2017 2016 2022; 10 2014 2013 2018; 54 1998; 36 2019; 693 e_1_2_9_31_1 e_1_2_9_52_1 e_1_2_9_50_1 e_1_2_9_10_1 e_1_2_9_35_1 e_1_2_9_12_1 e_1_2_9_33_1 Kluyver T. (e_1_2_9_25_1) 2016 e_1_2_9_14_1 e_1_2_9_39_1 e_1_2_9_16_1 e_1_2_9_37_1 e_1_2_9_18_1 e_1_2_9_41_1 e_1_2_9_20_1 e_1_2_9_22_1 e_1_2_9_45_1 e_1_2_9_24_1 e_1_2_9_8_1 e_1_2_9_6_1 e_1_2_9_4_1 e_1_2_9_2_1 e_1_2_9_26_1 e_1_2_9_49_1 e_1_2_9_28_1 e_1_2_9_47_1 e_1_2_9_30_1 e_1_2_9_53_1 e_1_2_9_51_1 e_1_2_9_11_1 e_1_2_9_34_1 e_1_2_9_13_1 e_1_2_9_32_1 Schroeder W. (e_1_2_9_43_1) 2006 e_1_2_9_15_1 e_1_2_9_38_1 e_1_2_9_17_1 e_1_2_9_36_1 e_1_2_9_42_1 e_1_2_9_40_1 e_1_2_9_21_1 e_1_2_9_46_1 Hill M.C. (e_1_2_9_19_1) 1992; 91 e_1_2_9_23_1 e_1_2_9_44_1 e_1_2_9_7_1 e_1_2_9_5_1 e_1_2_9_3_1 e_1_2_9_9_1 e_1_2_9_27_1 e_1_2_9_48_1 e_1_2_9_29_1 |
| References_xml | – volume: 10 start-page: 946 issue: 10 year: 2020 end-page: 952 article-title: Increasing threat of coastal groundwater hazards from sea‐level rise in California publication-title: Nature Climate Change – volume: 36 start-page: 520 issue: 3 year: 1998 end-page: 535 article-title: A controlled experiment in ground water flow model calibration publication-title: Groundwater – volume: 105 start-page: 217 year: 2018 end-page: 229 article-title: Integrating scientific cyberinfrastructures to improve reproducibility in computational hydrology: Example for HydroShare and GeoTrust publication-title: Environmental Modelling & Software – volume: 61 start-page: 421 year: 2022 end-page: 430 article-title: Improved method for simulating groundwater inundation using the MODFLOW 6 Lake transport package publication-title: Groundwater – volume: 58 start-page: 349 issue: 3 year: 2020 end-page: 362 article-title: Hydraulic‐head formulation for density‐dependent flow and transport publication-title: Groundwater – volume: 10 start-page: 907533 year: 2022 article-title: Rapid model development for GSFLOW with python and pyGSFLOW publication-title: Frontiers in Earth Science – volume: 54 start-page: 6357 issue: 9 year: 2018 end-page: 6373 article-title: Regionalization of groundwater residence time using metamodeling publication-title: Water Resources Research – start-page: 87 year: 2016 end-page: 90 – year: 1996 – volume: 60 start-page: 71 issue: 1 year: 2022a end-page: 86 article-title: Risk‐based wellhead protection decision support: A repeatable workflow approach publication-title: Groundwater – volume: 54 start-page: 733 issue: 5 year: 2016 end-page: 739 article-title: Scripting MODFLOW model development using Python and FloPy publication-title: Groundwater – volume: 8 year: 2020 article-title: Toward reproducible environmental modeling for decision support: A worked example publication-title: Frontiers in Earth Science – volume: 17 start-page: 261 year: 2020 end-page: 272 article-title: SciPy 1.0: Fundamental algorithms for scientific computing in python publication-title: Nature Methods – year: 2018 – year: 2014 – year: 1998 – volume: 693 year: 2019 article-title: Potential of mixed hydraulic barriers to remediate seawater intrusion publication-title: Science of the Total Environment – volume: 50 start-page: 118 issue: 1 year: 2012 end-page: 132 article-title: Evaluation of MODFLOW‐LGR in connection with a synthetic regional‐scale model publication-title: Groundwater – year: 2022b – volume: 59 start-page: 913 issue: 6 year: 2021 end-page: 924 article-title: Use of the MODFLOW 6 water mover package to represent natural and managed hydrologic connections publication-title: Groundwater – volume: 115 start-page: 19 year: 2019 end-page: 37 article-title: A coupled simulation architecture for agent‐based/geohydrological modelling with NetLogo and MODFLOW publication-title: Environmental Modelling & Software – volume: 55 start-page: 5807 issue: 7 year: 2019 end-page: 5829 article-title: Rapid and accurate estimates of streamflow depletion caused by groundwater pumping using analytical depletion functions publication-title: Water Resources Research – volume: 13 start-page: 3267 issue: 7 year: 2020 end-page: 3298 article-title: Development of the Community Water Model (CWatM v1.04) – A high‐resolution hydrological model for global and regional assessment of integrated water resources management publication-title: Geoscientific Model Development – volume: 10 start-page: 76 issue: 4 year: 1990 end-page: 82 article-title: NetCDF: An interface for scientific data access publication-title: IEEE Computer Graphics and Applications – volume: 91‐484 start-page: 358 year: 1992 article-title: A computer program (MODFLOWP) for estimating parameters of a transient, three‐dimensional, ground‐water flow model using nonlinear regression publication-title: U.S. Geological Survey Open‐File Report – volume: 44 start-page: 10396 issue: 20 year: 2017 end-page: 10406 article-title: The magnitude and origin of groundwater discharge to eastern U.S. and Gulf of Mexico coastal waters publication-title: Geophysical Research Letters – year: 2022 – year: 2006 – volume: 9 start-page: 90 issue: 3 year: 2007 end-page: 95 article-title: Matplotlib: A 2D graphics environment publication-title: Computing in Science & Engineering – volume: 10 year: 2022 article-title: Modflow‐setup: Robust automation of groundwater model construction publication-title: Frontiers in Earth Science – volume: 35 start-page: 639 issue: 10 year: 2021 end-page: 651 article-title: Markov chain Monte Carlo with neural network surrogates: Application to contaminant source identification publication-title: Stochastic Environmental Research and Risk Assessment – year: 2023 – volume: 20 start-page: 3739 issue: 9 year: 2016 end-page: 3743 article-title: HESS opinions: Repeatable research: What hydrologists can learn from the Duke cancer research scandal publication-title: Hydrology and Earth System Sciences – volume: 560 start-page: 301 year: 2018 end-page: 317 article-title: On the origins of hypersaline groundwater in the Nile Delta aquifer publication-title: Journal of Hydrology – volume: 107 start-page: 210 year: 2018 end-page: 230 article-title: Integrating free and open source tools and distributed modelling codes in GIS environment for data‐based groundwater management publication-title: Environmental Modelling & Software – volume: 109 start-page: 191 year: 2018 end-page: 201 article-title: A model‐independent iterative ensemble smoother for efficient history‐matching and uncertainty quantification in very high dimensions publication-title: Environmental Modelling & Software – volume: 45 start-page: 11137 issue: 20 year: 2018 end-page: 11146 article-title: Discovering state‐parameter mappings in subsurface models using generative adversarial networks publication-title: Geophysical Research Letters – year: 2017 – start-page: 717 year: 2005 end-page: 731 – volume: 128 start-page: 59 year: 2019 end-page: 73 article-title: Role of model parameterization in risk‐based decision support: An empirical exploration publication-title: Advances in Water Resources – year: 2013 – ident: e_1_2_9_41_1 doi: 10.1109/38.56302 – ident: e_1_2_9_14_1 doi: 10.5194/hess‐20‐3739‐2016 – ident: e_1_2_9_22_1 doi: 10.3133/tm6A57 – ident: e_1_2_9_26_1 doi: 10.1016/j.advwatres.2019.04.010 – ident: e_1_2_9_11_1 doi: 10.1016/j.envsoft.2018.03.025 – ident: e_1_2_9_3_1 – ident: e_1_2_9_17_1 – ident: e_1_2_9_36_1 doi: 10.1111/gwat.13117 – ident: e_1_2_9_45_1 doi: 10.1029/2017WR021531 – ident: e_1_2_9_6_1 doi: 10.1002/2017GL075238 – ident: e_1_2_9_27_1 doi: 10.3133/tm6A61 – ident: e_1_2_9_5_1 doi: 10.1038/s41558‐020‐0874‐1 – ident: e_1_2_9_33_1 doi: 10.1111/gwat.13254 – ident: e_1_2_9_47_1 – ident: e_1_2_9_16_1 – ident: e_1_2_9_37_1 doi: 10.3133/tm6A45 – ident: e_1_2_9_46_1 doi: 10.1029/2018GL080404 – ident: e_1_2_9_31_1 doi: 10.3389/feart.2022.903965 – ident: e_1_2_9_38_1 – ident: e_1_2_9_7_1 doi: 10.5194/gmd‐13‐3267‐2020 – ident: e_1_2_9_52_1 doi: 10.1007/s00477‐020‐01888‐9 – volume: 91 start-page: 358 year: 1992 ident: e_1_2_9_19_1 article-title: A computer program (MODFLOWP) for estimating parameters of a transient, three‐dimensional, ground‐water flow model using nonlinear regression publication-title: U.S. Geological Survey Open‐File Report – ident: e_1_2_9_34_1 doi: 10.3133/tm6A44 – ident: e_1_2_9_21_1 doi: 10.3133/tm6A62 – ident: e_1_2_9_42_1 doi: 10.1016/j.envsoft.2018.06.007 – ident: e_1_2_9_23_1 doi: 10.1109/MCSE.2007.55 – ident: e_1_2_9_2_1 doi: 10.1016/B978-012387582-2/50038-1 – ident: e_1_2_9_35_1 doi: 10.3133/tm6A12 – ident: e_1_2_9_39_1 doi: 10.3133/tm6A56 – ident: e_1_2_9_24_1 doi: 10.1016/j.envsoft.2019.01.020 – ident: e_1_2_9_20_1 doi: 10.1111/j.1745‐6584.1998.tb02824.x – ident: e_1_2_9_30_1 doi: 10.3389/feart.2022.907533 – start-page: 87 volume-title: Positioning and Power in Academic Publishing: Players, Agents and Agendas year: 2016 ident: e_1_2_9_25_1 – ident: e_1_2_9_51_1 doi: 10.3389/feart.2020.00050 – ident: e_1_2_9_4_1 doi: 10.1111/gwat.12413 – ident: e_1_2_9_12_1 doi: 10.3389/feart.2022.903965 – ident: e_1_2_9_29_1 doi: 10.3133/tm6A55 – ident: e_1_2_9_48_1 doi: 10.1111/j.1745‐6584.2011.00826.x – ident: e_1_2_9_40_1 – ident: e_1_2_9_53_1 doi: 10.1029/2018WR024403 – ident: e_1_2_9_44_1 doi: 10.1007/BFb0014497 – ident: e_1_2_9_10_1 – ident: e_1_2_9_32_1 doi: 10.3133/ofr20141109 – ident: e_1_2_9_13_1 doi: 10.3133/sir20225046 – ident: e_1_2_9_50_1 doi: 10.1016/j.envsoft.2018.06.009 – ident: e_1_2_9_8_1 doi: 10.1016/j.scitotenv.2019.07.284 – ident: e_1_2_9_15_1 – ident: e_1_2_9_18_1 – ident: e_1_2_9_28_1 doi: 10.1111/gwat.12967 – ident: e_1_2_9_9_1 doi: 10.1016/j.jhydrol.2018.03.029 – ident: e_1_2_9_49_1 doi: 10.1038/s41592‐019‐0686‐2 – volume-title: The Visualization Toolkit year: 2006 ident: e_1_2_9_43_1 |
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| Snippet | FloPy is a Python package for creating, running, and post‐processing MODFLOW‐based groundwater flow and transport models. FloPy functionality has expanded to... FloPy is a Python package for creating, running, and post-processing MODFLOW-based groundwater flow and transport models. FloPy functionality has expanded to... |
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| SubjectTerms | computer software data collection Discretization Groundwater Groundwater flow hydrologic models raster data shapefile Unstructured grids (mathematics) Watersheds |
| Title | FloPy Workflows for Creating Structured and Unstructured MODFLOW Models |
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