Assessment of Groundwater Recharge in Agro-Urban Watersheds Using Integrated SWAT-MODFLOW Model
Numerical models are employed widely to evaluate the hydrological components of a watershed but, traditionally, watershed models simplify either surface or subsurface flow module. In this setup, as a bridge between groundwater and surface water regimes, aquifer recharge is the most affected segment...
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description | Numerical models are employed widely to evaluate the hydrological components of a watershed but, traditionally, watershed models simplify either surface or subsurface flow module. In this setup, as a bridge between groundwater and surface water regimes, aquifer recharge is the most affected segment of the water balance. Since the watershed processes are increasingly changed, the need for a comprehensive model with detailed conceptualizing capacity of both groundwater and surface water flow systems is growing. This work focuses on the spatiotemporal groundwater recharge assessment in gauged and ungauged agro-urban watersheds in South Korea using the updated SWAT-MODFLOW model, which integrates the Soil and Water Assessment Tool (SWAT2012) and Newton–Raphson formulation for Modular Finite Difference Groundwater Flow (MODFLOW-NWT) in a single executable code. Before coupling, the setup, calibration, and verification of each model were performed separately. After integration, irrigation pumps and drain cells mapping to SWAT auto-irrigation and subbasins were initiated. Automatic calibration techniques were used for SWAT and MODFLOW-NWT models, but a manual calibration was used for the integrated model. A physical similarity approach was applied to transfer parameters to the ungauged watershed. Statistical model performance indicators revealed that the low streamflow estimation was improved in SWAT-MODFLOW. The spatiotemporal aquifer recharge distribution from both the stream seepage and precipitation showed a substantial change, and most of the aquifer recharge occurs in July–September. The areal annual average recharge reaches about 18% of the precipitation. Low-lying areas receive higher recharge consistently throughout a year. Overall, SWAT-MODFLOW exhibited reasonable versatility in evaluating watershed processes and produced valuable results with reasonable accuracy. The results can be an important input for policymakers in the development of sustainable groundwater protection and abstraction strategies for the region. |
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In this setup, as a bridge between groundwater and surface water regimes, aquifer recharge is the most affected segment of the water balance. Since the watershed processes are increasingly changed, the need for a comprehensive model with detailed conceptualizing capacity of both groundwater and surface water flow systems is growing. This work focuses on the spatiotemporal groundwater recharge assessment in gauged and ungauged agro-urban watersheds in South Korea using the updated SWAT-MODFLOW model, which integrates the Soil and Water Assessment Tool (SWAT2012) and Newton–Raphson formulation for Modular Finite Difference Groundwater Flow (MODFLOW-NWT) in a single executable code. Before coupling, the setup, calibration, and verification of each model were performed separately. After integration, irrigation pumps and drain cells mapping to SWAT auto-irrigation and subbasins were initiated. Automatic calibration techniques were used for SWAT and MODFLOW-NWT models, but a manual calibration was used for the integrated model. A physical similarity approach was applied to transfer parameters to the ungauged watershed. Statistical model performance indicators revealed that the low streamflow estimation was improved in SWAT-MODFLOW. The spatiotemporal aquifer recharge distribution from both the stream seepage and precipitation showed a substantial change, and most of the aquifer recharge occurs in July–September. The areal annual average recharge reaches about 18% of the precipitation. Low-lying areas receive higher recharge consistently throughout a year. Overall, SWAT-MODFLOW exhibited reasonable versatility in evaluating watershed processes and produced valuable results with reasonable accuracy. The results can be an important input for policymakers in the development of sustainable groundwater protection and abstraction strategies for the region.</description><identifier>ISSN: 2071-1050</identifier><identifier>EISSN: 2071-1050</identifier><identifier>DOI: 10.3390/su12166593</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Agriculture ; Algorithms ; Aquifers ; Calibration ; Canals ; Climate change ; Creeks & streams ; Finite difference method ; Groundwater ; Groundwater flow ; Groundwater management ; Groundwater recharge ; Humidity ; Hydrologic models ; Hydrology ; Irrigation ; Mapping ; Mathematical models ; Metamorphic rocks ; Numerical models ; Precipitation ; Seepage ; Soil water ; Statistical models ; Storm seepage ; Stream discharge ; Stream flow ; Summer ; Surface water ; Surface-groundwater relations ; Sustainability ; Sustainable development ; Topography ; Urban areas ; Urban watersheds ; Water balance ; Water flow ; Water mains ; Water pollution prevention ; Water protection ; Water regimes ; Water shortages ; Water supply ; Winter</subject><ispartof>Sustainability, 2020-08, Vol.12 (16), p.6593</ispartof><rights>2020. 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Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a318t-662803ebec12e6fe9b8d2e4cb92a8573f36f8dd9e21fcd52f62cc1910fc20ea23</citedby><cites>FETCH-LOGICAL-a318t-662803ebec12e6fe9b8d2e4cb92a8573f36f8dd9e21fcd52f62cc1910fc20ea23</cites><orcidid>0000-0003-0163-7305 ; 0000-0002-0593-5409</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Yifru, Bisrat Ayalew</creatorcontrib><creatorcontrib>Chung, Il-Moon</creatorcontrib><creatorcontrib>Kim, Min-Gyu</creatorcontrib><creatorcontrib>Chang, Sun Woo</creatorcontrib><title>Assessment of Groundwater Recharge in Agro-Urban Watersheds Using Integrated SWAT-MODFLOW Model</title><title>Sustainability</title><description>Numerical models are employed widely to evaluate the hydrological components of a watershed but, traditionally, watershed models simplify either surface or subsurface flow module. In this setup, as a bridge between groundwater and surface water regimes, aquifer recharge is the most affected segment of the water balance. Since the watershed processes are increasingly changed, the need for a comprehensive model with detailed conceptualizing capacity of both groundwater and surface water flow systems is growing. This work focuses on the spatiotemporal groundwater recharge assessment in gauged and ungauged agro-urban watersheds in South Korea using the updated SWAT-MODFLOW model, which integrates the Soil and Water Assessment Tool (SWAT2012) and Newton–Raphson formulation for Modular Finite Difference Groundwater Flow (MODFLOW-NWT) in a single executable code. Before coupling, the setup, calibration, and verification of each model were performed separately. After integration, irrigation pumps and drain cells mapping to SWAT auto-irrigation and subbasins were initiated. Automatic calibration techniques were used for SWAT and MODFLOW-NWT models, but a manual calibration was used for the integrated model. A physical similarity approach was applied to transfer parameters to the ungauged watershed. Statistical model performance indicators revealed that the low streamflow estimation was improved in SWAT-MODFLOW. The spatiotemporal aquifer recharge distribution from both the stream seepage and precipitation showed a substantial change, and most of the aquifer recharge occurs in July–September. The areal annual average recharge reaches about 18% of the precipitation. Low-lying areas receive higher recharge consistently throughout a year. Overall, SWAT-MODFLOW exhibited reasonable versatility in evaluating watershed processes and produced valuable results with reasonable accuracy. The results can be an important input for policymakers in the development of sustainable groundwater protection and abstraction strategies for the region.</description><subject>Agriculture</subject><subject>Algorithms</subject><subject>Aquifers</subject><subject>Calibration</subject><subject>Canals</subject><subject>Climate change</subject><subject>Creeks & streams</subject><subject>Finite difference method</subject><subject>Groundwater</subject><subject>Groundwater flow</subject><subject>Groundwater management</subject><subject>Groundwater recharge</subject><subject>Humidity</subject><subject>Hydrologic models</subject><subject>Hydrology</subject><subject>Irrigation</subject><subject>Mapping</subject><subject>Mathematical models</subject><subject>Metamorphic rocks</subject><subject>Numerical models</subject><subject>Precipitation</subject><subject>Seepage</subject><subject>Soil water</subject><subject>Statistical models</subject><subject>Storm seepage</subject><subject>Stream discharge</subject><subject>Stream flow</subject><subject>Summer</subject><subject>Surface water</subject><subject>Surface-groundwater relations</subject><subject>Sustainability</subject><subject>Sustainable development</subject><subject>Topography</subject><subject>Urban areas</subject><subject>Urban watersheds</subject><subject>Water balance</subject><subject>Water flow</subject><subject>Water mains</subject><subject>Water pollution prevention</subject><subject>Water protection</subject><subject>Water regimes</subject><subject>Water shortages</subject><subject>Water supply</subject><subject>Winter</subject><issn>2071-1050</issn><issn>2071-1050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpNUE1rAjEUDKWFivXSXxDorbBtPty4OS62WkERWsVjyCYvq6KJTXYp_fddsdC-y3vMDPOYQeiekifOJXlOLWVUiFzyK9RjZEQzSnJy_e--RYOU9qQbzqmkoodUmRKkdATf4ODwNIbW2y_dQMTvYLY61oB3Hpd1DNk6VtrjzZlMW7AJr9PO13jmG6hjh1r8sSlX2WL5MpkvN3gRLBzu0I3ThwSD391H68nravyWzZfT2bicZ5rTosmEYAXhUIGhDIQDWRWWwdBUkukiH3HHhSuslcCoMzZnTjBjugTEGUZAM95HDxffUwyfLaRG7UMbffdSsSHPiaRUnFWPF5WJIaUITp3i7qjjt6JEnTtUfx3yH6R-Y0U</recordid><startdate>20200801</startdate><enddate>20200801</enddate><creator>Yifru, Bisrat Ayalew</creator><creator>Chung, Il-Moon</creator><creator>Kim, Min-Gyu</creator><creator>Chang, Sun Woo</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>4U-</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><orcidid>https://orcid.org/0000-0003-0163-7305</orcidid><orcidid>https://orcid.org/0000-0002-0593-5409</orcidid></search><sort><creationdate>20200801</creationdate><title>Assessment of Groundwater Recharge in Agro-Urban Watersheds Using Integrated SWAT-MODFLOW Model</title><author>Yifru, Bisrat Ayalew ; Chung, Il-Moon ; Kim, Min-Gyu ; Chang, Sun Woo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a318t-662803ebec12e6fe9b8d2e4cb92a8573f36f8dd9e21fcd52f62cc1910fc20ea23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Agriculture</topic><topic>Algorithms</topic><topic>Aquifers</topic><topic>Calibration</topic><topic>Canals</topic><topic>Climate change</topic><topic>Creeks & streams</topic><topic>Finite difference method</topic><topic>Groundwater</topic><topic>Groundwater flow</topic><topic>Groundwater management</topic><topic>Groundwater recharge</topic><topic>Humidity</topic><topic>Hydrologic models</topic><topic>Hydrology</topic><topic>Irrigation</topic><topic>Mapping</topic><topic>Mathematical models</topic><topic>Metamorphic rocks</topic><topic>Numerical models</topic><topic>Precipitation</topic><topic>Seepage</topic><topic>Soil water</topic><topic>Statistical models</topic><topic>Storm seepage</topic><topic>Stream discharge</topic><topic>Stream flow</topic><topic>Summer</topic><topic>Surface water</topic><topic>Surface-groundwater relations</topic><topic>Sustainability</topic><topic>Sustainable development</topic><topic>Topography</topic><topic>Urban areas</topic><topic>Urban watersheds</topic><topic>Water balance</topic><topic>Water flow</topic><topic>Water mains</topic><topic>Water pollution prevention</topic><topic>Water protection</topic><topic>Water regimes</topic><topic>Water shortages</topic><topic>Water supply</topic><topic>Winter</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yifru, Bisrat Ayalew</creatorcontrib><creatorcontrib>Chung, Il-Moon</creatorcontrib><creatorcontrib>Kim, Min-Gyu</creatorcontrib><creatorcontrib>Chang, Sun Woo</creatorcontrib><collection>CrossRef</collection><collection>University Readers</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><jtitle>Sustainability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yifru, Bisrat Ayalew</au><au>Chung, Il-Moon</au><au>Kim, Min-Gyu</au><au>Chang, Sun Woo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Assessment of Groundwater Recharge in Agro-Urban Watersheds Using Integrated SWAT-MODFLOW Model</atitle><jtitle>Sustainability</jtitle><date>2020-08-01</date><risdate>2020</risdate><volume>12</volume><issue>16</issue><spage>6593</spage><pages>6593-</pages><issn>2071-1050</issn><eissn>2071-1050</eissn><abstract>Numerical models are employed widely to evaluate the hydrological components of a watershed but, traditionally, watershed models simplify either surface or subsurface flow module. In this setup, as a bridge between groundwater and surface water regimes, aquifer recharge is the most affected segment of the water balance. Since the watershed processes are increasingly changed, the need for a comprehensive model with detailed conceptualizing capacity of both groundwater and surface water flow systems is growing. This work focuses on the spatiotemporal groundwater recharge assessment in gauged and ungauged agro-urban watersheds in South Korea using the updated SWAT-MODFLOW model, which integrates the Soil and Water Assessment Tool (SWAT2012) and Newton–Raphson formulation for Modular Finite Difference Groundwater Flow (MODFLOW-NWT) in a single executable code. Before coupling, the setup, calibration, and verification of each model were performed separately. After integration, irrigation pumps and drain cells mapping to SWAT auto-irrigation and subbasins were initiated. Automatic calibration techniques were used for SWAT and MODFLOW-NWT models, but a manual calibration was used for the integrated model. A physical similarity approach was applied to transfer parameters to the ungauged watershed. Statistical model performance indicators revealed that the low streamflow estimation was improved in SWAT-MODFLOW. The spatiotemporal aquifer recharge distribution from both the stream seepage and precipitation showed a substantial change, and most of the aquifer recharge occurs in July–September. The areal annual average recharge reaches about 18% of the precipitation. Low-lying areas receive higher recharge consistently throughout a year. Overall, SWAT-MODFLOW exhibited reasonable versatility in evaluating watershed processes and produced valuable results with reasonable accuracy. The results can be an important input for policymakers in the development of sustainable groundwater protection and abstraction strategies for the region.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/su12166593</doi><orcidid>https://orcid.org/0000-0003-0163-7305</orcidid><orcidid>https://orcid.org/0000-0002-0593-5409</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Agriculture Algorithms Aquifers Calibration Canals Climate change Creeks & streams Finite difference method Groundwater Groundwater flow Groundwater management Groundwater recharge Humidity Hydrologic models Hydrology Irrigation Mapping Mathematical models Metamorphic rocks Numerical models Precipitation Seepage Soil water Statistical models Storm seepage Stream discharge Stream flow Summer Surface water Surface-groundwater relations Sustainability Sustainable development Topography Urban areas Urban watersheds Water balance Water flow Water mains Water pollution prevention Water protection Water regimes Water shortages Water supply Winter |
title | Assessment of Groundwater Recharge in Agro-Urban Watersheds Using Integrated SWAT-MODFLOW Model |
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