Loading…

Examining the groundwater level in a semi-arid district of eastern India: spatiotemporal trends, determinants, and future prospects

The present study aims to examine the spatio-temporal and seasonal fluctuation of groundwater levels in an eastern Indian semi-arid region. Also, it attempted to investigate the involvement of different significant groundwater usage factors in causing such variations and trends. Furthermore, by eval...

Full description

Saved in:
Bibliographic Details
Published in:Environment, development and sustainability development and sustainability, 2023-10, Vol.25 (10), p.10929-10953
Main Authors: Goswami, Tarun, Ghosal, Somnath
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c363t-38eef2e37439095f18a90b55e4442e407e2eabe5fb0de1b01e60a065f82cad033
cites cdi_FETCH-LOGICAL-c363t-38eef2e37439095f18a90b55e4442e407e2eabe5fb0de1b01e60a065f82cad033
container_end_page 10953
container_issue 10
container_start_page 10929
container_title Environment, development and sustainability
container_volume 25
creator Goswami, Tarun
Ghosal, Somnath
description The present study aims to examine the spatio-temporal and seasonal fluctuation of groundwater levels in an eastern Indian semi-arid region. Also, it attempted to investigate the involvement of different significant groundwater usage factors in causing such variations and trends. Furthermore, by evaluating temporal patterns and the influence of the crucial drivers, generate meaningful predictions for raising community awareness about the future. A combination of statistical, spatial analysis, and machine learning techniques were used to fulfill the objectives. Overall, the findings revealed that the south-eastern corner (consisting of Bundwan and Barabazar Blocks), the far western region (especially Jhalda I and II Blocks), and some of the eastern Blocks are most vulnerable to groundwater scarcity. The monitoring stations in this region are typically suffering a significant declining trend in groundwater level, with a substantial amount of Sen's Slope. In contrast, the centrally positioned Blocks have lesser susceptibility. The MLR analysis and spatial thematic maps demonstrate a strong association between this spatial pattern of declining groundwater table and the groundwater drivers in consideration. Thus, it is acceptable to suggest that drivers from the human world must be included in the groundwater management planning of the Purulia district. Finally, the predictions from the time series confirm that if no interventions are implemented, the average groundwater level will decline by 2.5 m by 2030. Therefore, Purulia urgently requires a realistic plan to prevent future generations from becoming refugees in their own land.
doi_str_mv 10.1007/s10668-022-02512-2
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2866207723</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2866207723</sourcerecordid><originalsourceid>FETCH-LOGICAL-c363t-38eef2e37439095f18a90b55e4442e407e2eabe5fb0de1b01e60a065f82cad033</originalsourceid><addsrcrecordid>eNp9kE1LxDAQhosouK7-AU8Br1YnSdMPb7L4sbDgRcFbSJvpmqVNa5L6cfaPm3UFbx6GmYHnnXd4k-SUwgUFKC49hTwvU2AslqAsZXvJjIqCp6wqxH6ceVmkohTPh8mR9xsABhXLZ8nXzYfqjTV2TcILkrUbJqvfVUBHOnzDjhhLFPHYm1Q5o4k2PjjTBDK0BJWPnCVLq426In5UwQwB-3FwqiPBodX-nGiMULRQNsRNWU3aKUwOyegGP2IT_HFy0KrO48lvnydPtzePi_t09XC3XFyv0obnPKS8RGwZ8iLjFVSipaWqoBYCsyxjmEGBDFWNoq1BI62BYg4KctGWrFEaOJ8nZ7u70fl1Qh_kZpicjZaSlXnOoCjYlmI7qon_eYetHJ3plfuUFOQ2bLkLW8aw5U_YkkUR34l8hO0a3d_pf1TfuweEoQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2866207723</pqid></control><display><type>article</type><title>Examining the groundwater level in a semi-arid district of eastern India: spatiotemporal trends, determinants, and future prospects</title><source>International Bibliography of the Social Sciences (IBSS)</source><source>ABI/INFORM Global (ProQuest)</source><source>Springer Nature</source><source>BSC - Ebsco (Business Source Ultimate)</source><creator>Goswami, Tarun ; Ghosal, Somnath</creator><creatorcontrib>Goswami, Tarun ; Ghosal, Somnath</creatorcontrib><description>The present study aims to examine the spatio-temporal and seasonal fluctuation of groundwater levels in an eastern Indian semi-arid region. Also, it attempted to investigate the involvement of different significant groundwater usage factors in causing such variations and trends. Furthermore, by evaluating temporal patterns and the influence of the crucial drivers, generate meaningful predictions for raising community awareness about the future. A combination of statistical, spatial analysis, and machine learning techniques were used to fulfill the objectives. Overall, the findings revealed that the south-eastern corner (consisting of Bundwan and Barabazar Blocks), the far western region (especially Jhalda I and II Blocks), and some of the eastern Blocks are most vulnerable to groundwater scarcity. The monitoring stations in this region are typically suffering a significant declining trend in groundwater level, with a substantial amount of Sen's Slope. In contrast, the centrally positioned Blocks have lesser susceptibility. The MLR analysis and spatial thematic maps demonstrate a strong association between this spatial pattern of declining groundwater table and the groundwater drivers in consideration. Thus, it is acceptable to suggest that drivers from the human world must be included in the groundwater management planning of the Purulia district. Finally, the predictions from the time series confirm that if no interventions are implemented, the average groundwater level will decline by 2.5 m by 2030. Therefore, Purulia urgently requires a realistic plan to prevent future generations from becoming refugees in their own land.</description><identifier>ISSN: 1387-585X</identifier><identifier>EISSN: 1573-2975</identifier><identifier>DOI: 10.1007/s10668-022-02512-2</identifier><language>eng</language><publisher>Dordrecht: Springer Netherlands</publisher><subject>Arid regions ; Arid zones ; Averages ; Earth and Environmental Science ; Ecology ; Economic Geology ; Economic Growth ; Environment ; Environmental Economics ; Environmental Management ; Groundwater ; Groundwater levels ; Groundwater management ; Machine learning ; Management planning ; Prospects ; Refugees ; Scarcity ; Seasonal variations ; Semi arid areas ; Semiarid lands ; Spatial analysis ; Susceptibility ; Sustainable Development ; Temporal patterns ; Thematic mapping ; Time series ; Trends ; Water scarcity ; Water table</subject><ispartof>Environment, development and sustainability, 2023-10, Vol.25 (10), p.10929-10953</ispartof><rights>The Author(s), under exclusive licence to Springer Nature B.V. 2022</rights><rights>The Author(s), under exclusive licence to Springer Nature B.V. 2022.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c363t-38eef2e37439095f18a90b55e4442e407e2eabe5fb0de1b01e60a065f82cad033</citedby><cites>FETCH-LOGICAL-c363t-38eef2e37439095f18a90b55e4442e407e2eabe5fb0de1b01e60a065f82cad033</cites><orcidid>0000-0003-4351-6616</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2866207723/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$H</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2866207723?pq-origsite=primo$$EHTML$$P50$$Gproquest$$H</linktohtml><link.rule.ids>314,780,784,11686,12845,27922,27923,33221,36058,44361,74665</link.rule.ids></links><search><creatorcontrib>Goswami, Tarun</creatorcontrib><creatorcontrib>Ghosal, Somnath</creatorcontrib><title>Examining the groundwater level in a semi-arid district of eastern India: spatiotemporal trends, determinants, and future prospects</title><title>Environment, development and sustainability</title><addtitle>Environ Dev Sustain</addtitle><description>The present study aims to examine the spatio-temporal and seasonal fluctuation of groundwater levels in an eastern Indian semi-arid region. Also, it attempted to investigate the involvement of different significant groundwater usage factors in causing such variations and trends. Furthermore, by evaluating temporal patterns and the influence of the crucial drivers, generate meaningful predictions for raising community awareness about the future. A combination of statistical, spatial analysis, and machine learning techniques were used to fulfill the objectives. Overall, the findings revealed that the south-eastern corner (consisting of Bundwan and Barabazar Blocks), the far western region (especially Jhalda I and II Blocks), and some of the eastern Blocks are most vulnerable to groundwater scarcity. The monitoring stations in this region are typically suffering a significant declining trend in groundwater level, with a substantial amount of Sen's Slope. In contrast, the centrally positioned Blocks have lesser susceptibility. The MLR analysis and spatial thematic maps demonstrate a strong association between this spatial pattern of declining groundwater table and the groundwater drivers in consideration. Thus, it is acceptable to suggest that drivers from the human world must be included in the groundwater management planning of the Purulia district. Finally, the predictions from the time series confirm that if no interventions are implemented, the average groundwater level will decline by 2.5 m by 2030. Therefore, Purulia urgently requires a realistic plan to prevent future generations from becoming refugees in their own land.</description><subject>Arid regions</subject><subject>Arid zones</subject><subject>Averages</subject><subject>Earth and Environmental Science</subject><subject>Ecology</subject><subject>Economic Geology</subject><subject>Economic Growth</subject><subject>Environment</subject><subject>Environmental Economics</subject><subject>Environmental Management</subject><subject>Groundwater</subject><subject>Groundwater levels</subject><subject>Groundwater management</subject><subject>Machine learning</subject><subject>Management planning</subject><subject>Prospects</subject><subject>Refugees</subject><subject>Scarcity</subject><subject>Seasonal variations</subject><subject>Semi arid areas</subject><subject>Semiarid lands</subject><subject>Spatial analysis</subject><subject>Susceptibility</subject><subject>Sustainable Development</subject><subject>Temporal patterns</subject><subject>Thematic mapping</subject><subject>Time series</subject><subject>Trends</subject><subject>Water scarcity</subject><subject>Water table</subject><issn>1387-585X</issn><issn>1573-2975</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>8BJ</sourceid><sourceid>M0C</sourceid><recordid>eNp9kE1LxDAQhosouK7-AU8Br1YnSdMPb7L4sbDgRcFbSJvpmqVNa5L6cfaPm3UFbx6GmYHnnXd4k-SUwgUFKC49hTwvU2AslqAsZXvJjIqCp6wqxH6ceVmkohTPh8mR9xsABhXLZ8nXzYfqjTV2TcILkrUbJqvfVUBHOnzDjhhLFPHYm1Q5o4k2PjjTBDK0BJWPnCVLq426In5UwQwB-3FwqiPBodX-nGiMULRQNsRNWU3aKUwOyegGP2IT_HFy0KrO48lvnydPtzePi_t09XC3XFyv0obnPKS8RGwZ8iLjFVSipaWqoBYCsyxjmEGBDFWNoq1BI62BYg4KctGWrFEaOJ8nZ7u70fl1Qh_kZpicjZaSlXnOoCjYlmI7qon_eYetHJ3plfuUFOQ2bLkLW8aw5U_YkkUR34l8hO0a3d_pf1TfuweEoQ</recordid><startdate>20231001</startdate><enddate>20231001</enddate><creator>Goswami, Tarun</creator><creator>Ghosal, Somnath</creator><general>Springer Netherlands</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7ST</scope><scope>7U6</scope><scope>7WY</scope><scope>7WZ</scope><scope>7XB</scope><scope>87Z</scope><scope>8AO</scope><scope>8BJ</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FK</scope><scope>8FL</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FQK</scope><scope>FR3</scope><scope>FRNLG</scope><scope>F~G</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>JBE</scope><scope>K60</scope><scope>K6~</scope><scope>KR7</scope><scope>L.-</scope><scope>L6V</scope><scope>M0C</scope><scope>M7S</scope><scope>PATMY</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>Q9U</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0003-4351-6616</orcidid></search><sort><creationdate>20231001</creationdate><title>Examining the groundwater level in a semi-arid district of eastern India: spatiotemporal trends, determinants, and future prospects</title><author>Goswami, Tarun ; Ghosal, Somnath</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c363t-38eef2e37439095f18a90b55e4442e407e2eabe5fb0de1b01e60a065f82cad033</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Arid regions</topic><topic>Arid zones</topic><topic>Averages</topic><topic>Earth and Environmental Science</topic><topic>Ecology</topic><topic>Economic Geology</topic><topic>Economic Growth</topic><topic>Environment</topic><topic>Environmental Economics</topic><topic>Environmental Management</topic><topic>Groundwater</topic><topic>Groundwater levels</topic><topic>Groundwater management</topic><topic>Machine learning</topic><topic>Management planning</topic><topic>Prospects</topic><topic>Refugees</topic><topic>Scarcity</topic><topic>Seasonal variations</topic><topic>Semi arid areas</topic><topic>Semiarid lands</topic><topic>Spatial analysis</topic><topic>Susceptibility</topic><topic>Sustainable Development</topic><topic>Temporal patterns</topic><topic>Thematic mapping</topic><topic>Time series</topic><topic>Trends</topic><topic>Water scarcity</topic><topic>Water table</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Goswami, Tarun</creatorcontrib><creatorcontrib>Ghosal, Somnath</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Environment Abstracts</collection><collection>Sustainability Science Abstracts</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection</collection><collection>ProQuest Pharma Collection</collection><collection>International Bibliography of the Social Sciences (IBSS)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection (Alumni Edition)</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>Agricultural &amp; Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Business Premium Collection</collection><collection>Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>International Bibliography of the Social Sciences</collection><collection>Engineering Research Database</collection><collection>Business Premium Collection (Alumni)</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>International Bibliography of the Social Sciences</collection><collection>ProQuest Business Collection (Alumni Edition)</collection><collection>ProQuest Business Collection</collection><collection>Civil Engineering Abstracts</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ProQuest Engineering Collection</collection><collection>ABI/INFORM Global (ProQuest)</collection><collection>ProQuest Engineering Database</collection><collection>Environmental Science Database</collection><collection>One Business (ProQuest)</collection><collection>ProQuest One Business (Alumni)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Engineering Collection</collection><collection>Environmental Science Collection</collection><collection>ProQuest Central Basic</collection><collection>Environment Abstracts</collection><jtitle>Environment, development and sustainability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Goswami, Tarun</au><au>Ghosal, Somnath</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Examining the groundwater level in a semi-arid district of eastern India: spatiotemporal trends, determinants, and future prospects</atitle><jtitle>Environment, development and sustainability</jtitle><stitle>Environ Dev Sustain</stitle><date>2023-10-01</date><risdate>2023</risdate><volume>25</volume><issue>10</issue><spage>10929</spage><epage>10953</epage><pages>10929-10953</pages><issn>1387-585X</issn><eissn>1573-2975</eissn><abstract>The present study aims to examine the spatio-temporal and seasonal fluctuation of groundwater levels in an eastern Indian semi-arid region. Also, it attempted to investigate the involvement of different significant groundwater usage factors in causing such variations and trends. Furthermore, by evaluating temporal patterns and the influence of the crucial drivers, generate meaningful predictions for raising community awareness about the future. A combination of statistical, spatial analysis, and machine learning techniques were used to fulfill the objectives. Overall, the findings revealed that the south-eastern corner (consisting of Bundwan and Barabazar Blocks), the far western region (especially Jhalda I and II Blocks), and some of the eastern Blocks are most vulnerable to groundwater scarcity. The monitoring stations in this region are typically suffering a significant declining trend in groundwater level, with a substantial amount of Sen's Slope. In contrast, the centrally positioned Blocks have lesser susceptibility. The MLR analysis and spatial thematic maps demonstrate a strong association between this spatial pattern of declining groundwater table and the groundwater drivers in consideration. Thus, it is acceptable to suggest that drivers from the human world must be included in the groundwater management planning of the Purulia district. Finally, the predictions from the time series confirm that if no interventions are implemented, the average groundwater level will decline by 2.5 m by 2030. Therefore, Purulia urgently requires a realistic plan to prevent future generations from becoming refugees in their own land.</abstract><cop>Dordrecht</cop><pub>Springer Netherlands</pub><doi>10.1007/s10668-022-02512-2</doi><tpages>25</tpages><orcidid>https://orcid.org/0000-0003-4351-6616</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1387-585X
ispartof Environment, development and sustainability, 2023-10, Vol.25 (10), p.10929-10953
issn 1387-585X
1573-2975
language eng
recordid cdi_proquest_journals_2866207723
source International Bibliography of the Social Sciences (IBSS); ABI/INFORM Global (ProQuest); Springer Nature; BSC - Ebsco (Business Source Ultimate)
subjects Arid regions
Arid zones
Averages
Earth and Environmental Science
Ecology
Economic Geology
Economic Growth
Environment
Environmental Economics
Environmental Management
Groundwater
Groundwater levels
Groundwater management
Machine learning
Management planning
Prospects
Refugees
Scarcity
Seasonal variations
Semi arid areas
Semiarid lands
Spatial analysis
Susceptibility
Sustainable Development
Temporal patterns
Thematic mapping
Time series
Trends
Water scarcity
Water table
title Examining the groundwater level in a semi-arid district of eastern India: spatiotemporal trends, determinants, and future prospects
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-13T17%3A36%3A03IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Examining%20the%20groundwater%20level%20in%20a%20semi-arid%20district%20of%20eastern%20India:%20spatiotemporal%20trends,%20determinants,%20and%20future%20prospects&rft.jtitle=Environment,%20development%20and%20sustainability&rft.au=Goswami,%20Tarun&rft.date=2023-10-01&rft.volume=25&rft.issue=10&rft.spage=10929&rft.epage=10953&rft.pages=10929-10953&rft.issn=1387-585X&rft.eissn=1573-2975&rft_id=info:doi/10.1007/s10668-022-02512-2&rft_dat=%3Cproquest_cross%3E2866207723%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c363t-38eef2e37439095f18a90b55e4442e407e2eabe5fb0de1b01e60a065f82cad033%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2866207723&rft_id=info:pmid/&rfr_iscdi=true