Multi-Site Calibration of Hydrological Model and Spatio-Temporal Assessment of Water Balance in a Monsoon Watershed
Understanding hydrological processes using hydrological model parameters can improve the management of water resources in a watershed. This research uses the Soil and Water Assessment Tool (SWAT) model in examining the water balance in the Yeongsan River Basin, South Korea. Summer monsoon dominates...
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Veröffentlicht in: | Water (Basel) 2023-01, Vol.15 (2), p.360 |
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description | Understanding hydrological processes using hydrological model parameters can improve the management of water resources in a watershed. This research uses the Soil and Water Assessment Tool (SWAT) model in examining the water balance in the Yeongsan River Basin, South Korea. Summer monsoon dominates the region, accounting for about 60–70% of the rain between June to September. The basin is facing significant challenges in water management due to the limited availability of water and the high demand for agricultural water due to the construction of two weirs on the river. To this end, a new multi-site calibration approach-based SWAT hydrological model that can accurately reproduce the hydrological trend and average discharges of the Yeongsan basin for 42 years (1980–2021) was developed. Some statistical matrices (such as Nash–Sutcliffe model efficiency) were utilized in calibrating and validating the model. Results show that the performance indicators for the four investigated stream flow stations were satisfactory. In addition, the water balance study revealed that the highest precipitation and evapotranspiration occurred in August, whereas the highest water yield, lateral flow, and surface flow occurred in July. Further, the model revealed that the Yeongsan river basin receives the majority of its water from the rains during the monsoon season. The model developed in this study can aid planners in managing water resources in the Yeongsan river basin. |
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This research uses the Soil and Water Assessment Tool (SWAT) model in examining the water balance in the Yeongsan River Basin, South Korea. Summer monsoon dominates the region, accounting for about 60–70% of the rain between June to September. The basin is facing significant challenges in water management due to the limited availability of water and the high demand for agricultural water due to the construction of two weirs on the river. To this end, a new multi-site calibration approach-based SWAT hydrological model that can accurately reproduce the hydrological trend and average discharges of the Yeongsan basin for 42 years (1980–2021) was developed. Some statistical matrices (such as Nash–Sutcliffe model efficiency) were utilized in calibrating and validating the model. Results show that the performance indicators for the four investigated stream flow stations were satisfactory. In addition, the water balance study revealed that the highest precipitation and evapotranspiration occurred in August, whereas the highest water yield, lateral flow, and surface flow occurred in July. Further, the model revealed that the Yeongsan river basin receives the majority of its water from the rains during the monsoon season. The model developed in this study can aid planners in managing water resources in the Yeongsan river basin.</description><identifier>ISSN: 2073-4441</identifier><identifier>EISSN: 2073-4441</identifier><identifier>DOI: 10.3390/w15020360</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Agriculture ; Aquatic resources ; Basins ; Calibration ; Climate change ; Creeks & streams ; Dams ; Drought ; Evapotranspiration ; Floods ; Hydrologic models ; Hydrology ; Land use ; Management ; monsoon season ; Monsoons ; overland flow ; Precipitation ; Process parameters ; rain ; Rainfall ; River basins ; Rivers ; Runoff ; Seasons ; Soil and Water Assessment Tool model ; Soil water ; South Korea ; Stream discharge ; Stream flow ; Streamflow ; Surface flow ; Water ; Water availability ; Water balance ; Water balance (Hydrology) ; Water conservation ; Water management ; Water resources ; Water resources management ; Water shortages ; Water yield ; Watersheds ; Weirs ; Wind</subject><ispartof>Water (Basel), 2023-01, Vol.15 (2), p.360</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><rights>2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). 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-c364t-d406430314a8e157d0e70f21eaeef3c80855bce97d092993534d89c0052ab6c03</citedby><cites>FETCH-LOGICAL-c364t-d406430314a8e157d0e70f21eaeef3c80855bce97d092993534d89c0052ab6c03</cites><orcidid>0000-0003-4080-1403</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Ashu, Agbortoko Bate</creatorcontrib><creatorcontrib>Lee, Sang-Il</creatorcontrib><title>Multi-Site Calibration of Hydrological Model and Spatio-Temporal Assessment of Water Balance in a Monsoon Watershed</title><title>Water (Basel)</title><description>Understanding hydrological processes using hydrological model parameters can improve the management of water resources in a watershed. This research uses the Soil and Water Assessment Tool (SWAT) model in examining the water balance in the Yeongsan River Basin, South Korea. Summer monsoon dominates the region, accounting for about 60–70% of the rain between June to September. The basin is facing significant challenges in water management due to the limited availability of water and the high demand for agricultural water due to the construction of two weirs on the river. To this end, a new multi-site calibration approach-based SWAT hydrological model that can accurately reproduce the hydrological trend and average discharges of the Yeongsan basin for 42 years (1980–2021) was developed. Some statistical matrices (such as Nash–Sutcliffe model efficiency) were utilized in calibrating and validating the model. Results show that the performance indicators for the four investigated stream flow stations were satisfactory. In addition, the water balance study revealed that the highest precipitation and evapotranspiration occurred in August, whereas the highest water yield, lateral flow, and surface flow occurred in July. Further, the model revealed that the Yeongsan river basin receives the majority of its water from the rains during the monsoon season. The model developed in this study can aid planners in managing water resources in the Yeongsan river basin.</description><subject>Agriculture</subject><subject>Aquatic resources</subject><subject>Basins</subject><subject>Calibration</subject><subject>Climate change</subject><subject>Creeks & streams</subject><subject>Dams</subject><subject>Drought</subject><subject>Evapotranspiration</subject><subject>Floods</subject><subject>Hydrologic models</subject><subject>Hydrology</subject><subject>Land use</subject><subject>Management</subject><subject>monsoon season</subject><subject>Monsoons</subject><subject>overland flow</subject><subject>Precipitation</subject><subject>Process parameters</subject><subject>rain</subject><subject>Rainfall</subject><subject>River basins</subject><subject>Rivers</subject><subject>Runoff</subject><subject>Seasons</subject><subject>Soil and Water Assessment Tool model</subject><subject>Soil water</subject><subject>South Korea</subject><subject>Stream discharge</subject><subject>Stream flow</subject><subject>Streamflow</subject><subject>Surface flow</subject><subject>Water</subject><subject>Water availability</subject><subject>Water balance</subject><subject>Water balance (Hydrology)</subject><subject>Water conservation</subject><subject>Water management</subject><subject>Water resources</subject><subject>Water resources management</subject><subject>Water shortages</subject><subject>Water yield</subject><subject>Watersheds</subject><subject>Weirs</subject><subject>Wind</subject><issn>2073-4441</issn><issn>2073-4441</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNpdkU9LAzEQxRdRsNQe_AYBL3rYOtkku5tjLf4DxUMVj0uana0p2aQmW8Rvb2pFxMwhw7zfGx5Mlp1SmDIm4fKDCiiAlXCQjQqoWM45p4d_-uNsEuMa0uOyrgWMsvi4tYPJF2ZAMlfWLIMajHfEd-Tusw3e-pXRypJH36IlyrVksdkR-TP2Gx-SMosRY-zRDTvTqxowkCtlldNIjCMqWV30aeW3FN-wPcmOOmUjTn7-cfZyc_08v8sfnm7v57OHXLOSD3nLoeQMGOWqRiqqFrCCrqCoEDuma6iFWGqUSZCFlEww3tZSA4hCLUsNbJyd7_dugn_fYhya3kSNNmVDv40No4LRZCxFQs_-oWu_DS6la4qqrFIKXspETffUSllsjOv8EJRO1WJvtHfYmTSfVZIywat6l-Bib9DBxxiwazbB9Cp8NhSa3cma35OxL4u9hso</recordid><startdate>20230101</startdate><enddate>20230101</enddate><creator>Ashu, Agbortoko Bate</creator><creator>Lee, Sang-Il</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</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><scope>PRINS</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0003-4080-1403</orcidid></search><sort><creationdate>20230101</creationdate><title>Multi-Site Calibration of Hydrological Model and Spatio-Temporal Assessment of Water Balance in a Monsoon Watershed</title><author>Ashu, Agbortoko Bate ; Lee, Sang-Il</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c364t-d406430314a8e157d0e70f21eaeef3c80855bce97d092993534d89c0052ab6c03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Agriculture</topic><topic>Aquatic resources</topic><topic>Basins</topic><topic>Calibration</topic><topic>Climate change</topic><topic>Creeks & streams</topic><topic>Dams</topic><topic>Drought</topic><topic>Evapotranspiration</topic><topic>Floods</topic><topic>Hydrologic models</topic><topic>Hydrology</topic><topic>Land use</topic><topic>Management</topic><topic>monsoon season</topic><topic>Monsoons</topic><topic>overland flow</topic><topic>Precipitation</topic><topic>Process parameters</topic><topic>rain</topic><topic>Rainfall</topic><topic>River basins</topic><topic>Rivers</topic><topic>Runoff</topic><topic>Seasons</topic><topic>Soil and Water Assessment Tool model</topic><topic>Soil water</topic><topic>South Korea</topic><topic>Stream discharge</topic><topic>Stream flow</topic><topic>Streamflow</topic><topic>Surface flow</topic><topic>Water</topic><topic>Water availability</topic><topic>Water balance</topic><topic>Water balance (Hydrology)</topic><topic>Water conservation</topic><topic>Water management</topic><topic>Water resources</topic><topic>Water resources management</topic><topic>Water shortages</topic><topic>Water yield</topic><topic>Watersheds</topic><topic>Weirs</topic><topic>Wind</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ashu, Agbortoko Bate</creatorcontrib><creatorcontrib>Lee, Sang-Il</creatorcontrib><collection>CrossRef</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><collection>ProQuest Central China</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Water (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ashu, Agbortoko Bate</au><au>Lee, Sang-Il</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multi-Site Calibration of Hydrological Model and Spatio-Temporal Assessment of Water Balance in a Monsoon Watershed</atitle><jtitle>Water (Basel)</jtitle><date>2023-01-01</date><risdate>2023</risdate><volume>15</volume><issue>2</issue><spage>360</spage><pages>360-</pages><issn>2073-4441</issn><eissn>2073-4441</eissn><abstract>Understanding hydrological processes using hydrological model parameters can improve the management of water resources in a watershed. This research uses the Soil and Water Assessment Tool (SWAT) model in examining the water balance in the Yeongsan River Basin, South Korea. Summer monsoon dominates the region, accounting for about 60–70% of the rain between June to September. The basin is facing significant challenges in water management due to the limited availability of water and the high demand for agricultural water due to the construction of two weirs on the river. To this end, a new multi-site calibration approach-based SWAT hydrological model that can accurately reproduce the hydrological trend and average discharges of the Yeongsan basin for 42 years (1980–2021) was developed. Some statistical matrices (such as Nash–Sutcliffe model efficiency) were utilized in calibrating and validating the model. Results show that the performance indicators for the four investigated stream flow stations were satisfactory. In addition, the water balance study revealed that the highest precipitation and evapotranspiration occurred in August, whereas the highest water yield, lateral flow, and surface flow occurred in July. Further, the model revealed that the Yeongsan river basin receives the majority of its water from the rains during the monsoon season. The model developed in this study can aid planners in managing water resources in the Yeongsan river basin.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/w15020360</doi><orcidid>https://orcid.org/0000-0003-4080-1403</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Agriculture Aquatic resources Basins Calibration Climate change Creeks & streams Dams Drought Evapotranspiration Floods Hydrologic models Hydrology Land use Management monsoon season Monsoons overland flow Precipitation Process parameters rain Rainfall River basins Rivers Runoff Seasons Soil and Water Assessment Tool model Soil water South Korea Stream discharge Stream flow Streamflow Surface flow Water Water availability Water balance Water balance (Hydrology) Water conservation Water management Water resources Water resources management Water shortages Water yield Watersheds Weirs Wind |
title | Multi-Site Calibration of Hydrological Model and Spatio-Temporal Assessment of Water Balance in a Monsoon Watershed |
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