Modelling of groundwater potential zone in hard rock-dominated drought-prone region of eastern India using integrated geospatial approach
Worldwide, the ever-increasing population and urbanization have put tremendous pressure on groundwater (GW). It has provoked the over-exploitation of groundwater and hindered the percolation of rainwater beneath the earth's surface in another way. The uncertainty of rainfall occurrence and over...
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description | Worldwide, the ever-increasing population and urbanization have put tremendous pressure on groundwater (GW). It has provoked the over-exploitation of groundwater and hindered the percolation of rainwater beneath the earth's surface in another way. The uncertainty of rainfall occurrence and over-exploitation of groundwater created the problem of water scarcity and decreased groundwater height significantly in the hard rock-dominated semi-arid regions. This study is designed to delineate groundwater potential zone (GWPZ) in the hard-rock terrain controlled Bankura district of West Bengal with the help of a knowledge-driven statistical technique, analytical hierarchy process (AHP), in remote sensing and GIS environment. The GWPZ map has been prepared by compiling nine groundwater controlling parameters: geology, geomorphology, slope, land use–land cover (LULC), rainfall, drainage density, soil texture, topographical wetness index (TWI) and lineament density. Among all the parameters, rainfall, geology, slope and LULC have played a dominant role in groundwater availability in the Bankura district, and the weightage of these parameters is 0.28, 0.20, 0.14 and 0.11, respectively. These four layers have facilitated to accumulation of groundwater potentiality in the Bankura district and surroundings. Our study of the GWPZ map revealed that 13.36, 33.80, 21.05, 19.02 and 12.77% of the area of the Bankura district is under very good, good, moderate, poor and very poor condition, respectively, for targeting GW in the future. Very high to high groundwater yielding spots are observed in valley fills, flood plains, vegetation-covered areas, agricultural land and low-lying areas of the study area. The result is evaluated by employing the receiver operation characteristics (ROC) and area under curve (AUC) technique using the well’s yield groundwater data, and this value (0.757) also displayed the reliability of this work. However, the GWPZ map of the hard rock-dominated Bankura district has been delineated successfully; the findings of this study can be useful to the planners, engineers and policymakers for proper utilization, evaluation and management of groundwater in this water-scarce semi-arid region to ensure its sustainable development. |
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Towfiqul ; Saha, Asish ; Costache, Romulus ; Shit, Manisa</creator><creatorcontrib>Biswas, Tanmoy ; Pal, Subodh Chandra ; Ruidas, Dipankar ; Islam, Abu Reza Md. Towfiqul ; Saha, Asish ; Costache, Romulus ; Shit, Manisa</creatorcontrib><description>Worldwide, the ever-increasing population and urbanization have put tremendous pressure on groundwater (GW). It has provoked the over-exploitation of groundwater and hindered the percolation of rainwater beneath the earth's surface in another way. The uncertainty of rainfall occurrence and over-exploitation of groundwater created the problem of water scarcity and decreased groundwater height significantly in the hard rock-dominated semi-arid regions. This study is designed to delineate groundwater potential zone (GWPZ) in the hard-rock terrain controlled Bankura district of West Bengal with the help of a knowledge-driven statistical technique, analytical hierarchy process (AHP), in remote sensing and GIS environment. The GWPZ map has been prepared by compiling nine groundwater controlling parameters: geology, geomorphology, slope, land use–land cover (LULC), rainfall, drainage density, soil texture, topographical wetness index (TWI) and lineament density. Among all the parameters, rainfall, geology, slope and LULC have played a dominant role in groundwater availability in the Bankura district, and the weightage of these parameters is 0.28, 0.20, 0.14 and 0.11, respectively. These four layers have facilitated to accumulation of groundwater potentiality in the Bankura district and surroundings. Our study of the GWPZ map revealed that 13.36, 33.80, 21.05, 19.02 and 12.77% of the area of the Bankura district is under very good, good, moderate, poor and very poor condition, respectively, for targeting GW in the future. Very high to high groundwater yielding spots are observed in valley fills, flood plains, vegetation-covered areas, agricultural land and low-lying areas of the study area. The result is evaluated by employing the receiver operation characteristics (ROC) and area under curve (AUC) technique using the well’s yield groundwater data, and this value (0.757) also displayed the reliability of this work. However, the GWPZ map of the hard rock-dominated Bankura district has been delineated successfully; the findings of this study can be useful to the planners, engineers and policymakers for proper utilization, evaluation and management of groundwater in this water-scarce semi-arid region to ensure its sustainable development.</description><identifier>ISSN: 1866-6280</identifier><identifier>EISSN: 1866-6299</identifier><identifier>DOI: 10.1007/s12665-023-10768-8</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Agricultural land ; Analytic hierarchy process ; Arid regions ; Arid zones ; Biogeosciences ; drainage ; Drainage density ; Drought ; Earth and Environmental Science ; Earth Sciences ; Earth surface ; Environmental Science and Engineering ; Exploitation ; Floodplains ; Geochemistry ; Geographical information systems ; Geology ; Geomorphology ; Groundwater ; Groundwater availability ; Groundwater data ; Groundwater potential ; Hydrologic data ; Hydrology/Water Resources ; India ; Land cover ; Land use ; land use and land cover maps ; landscapes ; Original Article ; Parameters ; Percolation ; Population growth ; Precipitation ; Rain ; Rain water ; Rainfall ; Remote sensing ; Rock ; Rocks ; Semi arid areas ; Semiarid zones ; Slopes ; Soil properties ; Soil texture ; Statistical analysis ; Statistical methods ; Sustainable development ; Terrestrial Pollution ; Texture ; uncertainty ; Urbanization ; Vegetation ; Water scarcity ; water shortages ; Wetness index</subject><ispartof>Environmental earth sciences, 2023-02, Vol.82 (3), p.81-81, Article 81</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a375t-77decb4a11c836c9cfa2b12d35f0c4623cc72342ab172e8f3db1d7e965d65d643</citedby><cites>FETCH-LOGICAL-a375t-77decb4a11c836c9cfa2b12d35f0c4623cc72342ab172e8f3db1d7e965d65d643</cites><orcidid>0000-0003-0805-8007</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s12665-023-10768-8$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s12665-023-10768-8$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids></links><search><creatorcontrib>Biswas, Tanmoy</creatorcontrib><creatorcontrib>Pal, Subodh Chandra</creatorcontrib><creatorcontrib>Ruidas, Dipankar</creatorcontrib><creatorcontrib>Islam, Abu Reza Md. Towfiqul</creatorcontrib><creatorcontrib>Saha, Asish</creatorcontrib><creatorcontrib>Costache, Romulus</creatorcontrib><creatorcontrib>Shit, Manisa</creatorcontrib><title>Modelling of groundwater potential zone in hard rock-dominated drought-prone region of eastern India using integrated geospatial approach</title><title>Environmental earth sciences</title><addtitle>Environ Earth Sci</addtitle><description>Worldwide, the ever-increasing population and urbanization have put tremendous pressure on groundwater (GW). It has provoked the over-exploitation of groundwater and hindered the percolation of rainwater beneath the earth's surface in another way. The uncertainty of rainfall occurrence and over-exploitation of groundwater created the problem of water scarcity and decreased groundwater height significantly in the hard rock-dominated semi-arid regions. This study is designed to delineate groundwater potential zone (GWPZ) in the hard-rock terrain controlled Bankura district of West Bengal with the help of a knowledge-driven statistical technique, analytical hierarchy process (AHP), in remote sensing and GIS environment. The GWPZ map has been prepared by compiling nine groundwater controlling parameters: geology, geomorphology, slope, land use–land cover (LULC), rainfall, drainage density, soil texture, topographical wetness index (TWI) and lineament density. Among all the parameters, rainfall, geology, slope and LULC have played a dominant role in groundwater availability in the Bankura district, and the weightage of these parameters is 0.28, 0.20, 0.14 and 0.11, respectively. These four layers have facilitated to accumulation of groundwater potentiality in the Bankura district and surroundings. Our study of the GWPZ map revealed that 13.36, 33.80, 21.05, 19.02 and 12.77% of the area of the Bankura district is under very good, good, moderate, poor and very poor condition, respectively, for targeting GW in the future. Very high to high groundwater yielding spots are observed in valley fills, flood plains, vegetation-covered areas, agricultural land and low-lying areas of the study area. The result is evaluated by employing the receiver operation characteristics (ROC) and area under curve (AUC) technique using the well’s yield groundwater data, and this value (0.757) also displayed the reliability of this work. However, the GWPZ map of the hard rock-dominated Bankura district has been delineated successfully; the findings of this study can be useful to the planners, engineers and policymakers for proper utilization, evaluation and management of groundwater in this water-scarce semi-arid region to ensure its sustainable development.</description><subject>Agricultural land</subject><subject>Analytic hierarchy process</subject><subject>Arid regions</subject><subject>Arid zones</subject><subject>Biogeosciences</subject><subject>drainage</subject><subject>Drainage density</subject><subject>Drought</subject><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Earth surface</subject><subject>Environmental Science and Engineering</subject><subject>Exploitation</subject><subject>Floodplains</subject><subject>Geochemistry</subject><subject>Geographical information systems</subject><subject>Geology</subject><subject>Geomorphology</subject><subject>Groundwater</subject><subject>Groundwater availability</subject><subject>Groundwater data</subject><subject>Groundwater potential</subject><subject>Hydrologic data</subject><subject>Hydrology/Water Resources</subject><subject>India</subject><subject>Land cover</subject><subject>Land use</subject><subject>land use and land cover maps</subject><subject>landscapes</subject><subject>Original Article</subject><subject>Parameters</subject><subject>Percolation</subject><subject>Population growth</subject><subject>Precipitation</subject><subject>Rain</subject><subject>Rain water</subject><subject>Rainfall</subject><subject>Remote sensing</subject><subject>Rock</subject><subject>Rocks</subject><subject>Semi arid areas</subject><subject>Semiarid zones</subject><subject>Slopes</subject><subject>Soil properties</subject><subject>Soil texture</subject><subject>Statistical analysis</subject><subject>Statistical methods</subject><subject>Sustainable development</subject><subject>Terrestrial Pollution</subject><subject>Texture</subject><subject>uncertainty</subject><subject>Urbanization</subject><subject>Vegetation</subject><subject>Water scarcity</subject><subject>water shortages</subject><subject>Wetness index</subject><issn>1866-6280</issn><issn>1866-6299</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNp9kctOAyEYRidGExvtC7giceMG5dIBZmkaL01q3OiaMMBMqS2MMBOjb-Bby7RGExcSElic8_2EryjOMLrECPGrhAljJUSEQow4E1AcFBMsGIOMVNXhz12g42Ka0hrlRTGtEJsUnw_B2M3G-RaEBrQxDN68qd5G0IXe-t6pDfgI3gLnwUpFA2LQL9CErfOZMsBko131sIsjFG3rgh-TrEo5xIOFN06BIY0DnO9tG3daa0Pq1C5dddlVenVaHDVqk-z0-zwpnm9vnub3cPl4t5hfL6GivOwh58bqeqYw1oIyXelGkRoTQ8sG6RkjVGtO6IyoGnNiRUNNjQ23FSvNuGf0pLjY5-axr4NNvdy6pPMfKG_DkCQRgjNSVoRl9PwPug5D9Pl1knCOKCeoKjNF9pSOIaVoG9lFt1XxXWIkx4LkviCZC5K7gqTIEt1LKcO-tfE3-h_rC-sZlgc</recordid><startdate>20230201</startdate><enddate>20230201</enddate><creator>Biswas, Tanmoy</creator><creator>Pal, Subodh Chandra</creator><creator>Ruidas, Dipankar</creator><creator>Islam, Abu Reza Md. 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Towfiqul</au><au>Saha, Asish</au><au>Costache, Romulus</au><au>Shit, Manisa</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modelling of groundwater potential zone in hard rock-dominated drought-prone region of eastern India using integrated geospatial approach</atitle><jtitle>Environmental earth sciences</jtitle><stitle>Environ Earth Sci</stitle><date>2023-02-01</date><risdate>2023</risdate><volume>82</volume><issue>3</issue><spage>81</spage><epage>81</epage><pages>81-81</pages><artnum>81</artnum><issn>1866-6280</issn><eissn>1866-6299</eissn><abstract>Worldwide, the ever-increasing population and urbanization have put tremendous pressure on groundwater (GW). It has provoked the over-exploitation of groundwater and hindered the percolation of rainwater beneath the earth's surface in another way. The uncertainty of rainfall occurrence and over-exploitation of groundwater created the problem of water scarcity and decreased groundwater height significantly in the hard rock-dominated semi-arid regions. This study is designed to delineate groundwater potential zone (GWPZ) in the hard-rock terrain controlled Bankura district of West Bengal with the help of a knowledge-driven statistical technique, analytical hierarchy process (AHP), in remote sensing and GIS environment. The GWPZ map has been prepared by compiling nine groundwater controlling parameters: geology, geomorphology, slope, land use–land cover (LULC), rainfall, drainage density, soil texture, topographical wetness index (TWI) and lineament density. Among all the parameters, rainfall, geology, slope and LULC have played a dominant role in groundwater availability in the Bankura district, and the weightage of these parameters is 0.28, 0.20, 0.14 and 0.11, respectively. These four layers have facilitated to accumulation of groundwater potentiality in the Bankura district and surroundings. Our study of the GWPZ map revealed that 13.36, 33.80, 21.05, 19.02 and 12.77% of the area of the Bankura district is under very good, good, moderate, poor and very poor condition, respectively, for targeting GW in the future. Very high to high groundwater yielding spots are observed in valley fills, flood plains, vegetation-covered areas, agricultural land and low-lying areas of the study area. The result is evaluated by employing the receiver operation characteristics (ROC) and area under curve (AUC) technique using the well’s yield groundwater data, and this value (0.757) also displayed the reliability of this work. However, the GWPZ map of the hard rock-dominated Bankura district has been delineated successfully; the findings of this study can be useful to the planners, engineers and policymakers for proper utilization, evaluation and management of groundwater in this water-scarce semi-arid region to ensure its sustainable development.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s12665-023-10768-8</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0003-0805-8007</orcidid></addata></record> |
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subjects | Agricultural land Analytic hierarchy process Arid regions Arid zones Biogeosciences drainage Drainage density Drought Earth and Environmental Science Earth Sciences Earth surface Environmental Science and Engineering Exploitation Floodplains Geochemistry Geographical information systems Geology Geomorphology Groundwater Groundwater availability Groundwater data Groundwater potential Hydrologic data Hydrology/Water Resources India Land cover Land use land use and land cover maps landscapes Original Article Parameters Percolation Population growth Precipitation Rain Rain water Rainfall Remote sensing Rock Rocks Semi arid areas Semiarid zones Slopes Soil properties Soil texture Statistical analysis Statistical methods Sustainable development Terrestrial Pollution Texture uncertainty Urbanization Vegetation Water scarcity water shortages Wetness index |
title | Modelling of groundwater potential zone in hard rock-dominated drought-prone region of eastern India using integrated geospatial approach |
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