{"id":"https://openalex.org/W4402288691","doi":"https://doi.org/10.1109/igarss53475.2024.10641842","title":"Predicting Change in Groundwater Storage Associated to Hydroclimatic Variability in the Indo-Gangetic Plains, India","display_name":"Predicting Change in Groundwater Storage Associated to Hydroclimatic Variability in the Indo-Gangetic Plains, India","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402288691","doi":"https://doi.org/10.1109/igarss53475.2024.10641842"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10641842","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10641842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041325523","display_name":"Ashwani Raju","orcid":"https://orcid.org/0000-0003-2091-3838"},"institutions":[{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ashwani Raju","raw_affiliation_strings":["Banaras Hindu University,Remote Sensing &amp; GIS Lab.,Department of Geology,India"],"affiliations":[{"raw_affiliation_string":"Banaras Hindu University,Remote Sensing &amp; GIS Lab.,Department of Geology,India","institution_ids":["https://openalex.org/I91357014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100605814","display_name":"R. P. Singh","orcid":"https://orcid.org/0000-0002-9896-1170"},"institutions":[{"id":"https://openalex.org/I185071736","display_name":"Chapman University","ror":"https://ror.org/0452jzg20","country_code":"US","type":"education","lineage":["https://openalex.org/I185071736"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramesh P Singh","raw_affiliation_strings":["Chapman University,School of Life and Environmental Sciences, Schmid College of Science and Technology,Orange,CA,United States"],"affiliations":[{"raw_affiliation_string":"Chapman University,School of Life and Environmental Sciences, Schmid College of Science and Technology,Orange,CA,United States","institution_ids":["https://openalex.org/I185071736"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102616878","display_name":"Mitali Sinha","orcid":null},"institutions":[{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mitali Sinha","raw_affiliation_strings":["Banaras Hindu University,Remote Sensing &amp; GIS Lab.,Department of Geology,India"],"affiliations":[{"raw_affiliation_string":"Banaras Hindu University,Remote Sensing &amp; GIS Lab.,Department of Geology,India","institution_ids":["https://openalex.org/I91357014"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041325523"],"corresponding_institution_ids":["https://openalex.org/I91357014"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16186434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"389","last_page":"392"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11405","display_name":"Geophysics and Gravity Measurements","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11405","display_name":"Geophysics and Gravity Measurements","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10398","display_name":"Groundwater and Isotope Geochemistry","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/groundwater","display_name":"Groundwater","score":0.5037736296653748},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.5030311942100525},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4587100148200989},{"id":"https://openalex.org/keywords/groundwater-resources","display_name":"Groundwater resources","score":0.4542839527130127},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3482553958892822},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2516214847564697},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.25099238753318787},{"id":"https://openalex.org/keywords/aquifer","display_name":"Aquifer","score":0.06147274374961853},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.05046886205673218}],"concepts":[{"id":"https://openalex.org/C76177295","wikidata":"https://www.wikidata.org/wiki/Q161598","display_name":"Groundwater","level":2,"score":0.5037736296653748},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.5030311942100525},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4587100148200989},{"id":"https://openalex.org/C2993807900","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Groundwater resources","level":4,"score":0.4542839527130127},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3482553958892822},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2516214847564697},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.25099238753318787},{"id":"https://openalex.org/C75622301","wikidata":"https://www.wikidata.org/wiki/Q208791","display_name":"Aquifer","level":3,"score":0.06147274374961853},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.05046886205673218}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10641842","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10641842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1971918252","https://openalex.org/W2000674771","https://openalex.org/W2260509705","https://openalex.org/W3157601298","https://openalex.org/W4318700663","https://openalex.org/W4400762160"],"related_works":["https://openalex.org/W2388688523","https://openalex.org/W2390925818","https://openalex.org/W2390126790","https://openalex.org/W2381784069","https://openalex.org/W2068560674","https://openalex.org/W2348080494","https://openalex.org/W3082792302","https://openalex.org/W2392782805","https://openalex.org/W2389667317","https://openalex.org/W2923418798"],"abstract_inverted_index":{"Despite":[0,104],"numerous":[1],"studies":[2],"on":[3],"dwindling":[4],"groundwater":[5],"resources":[6],"in":[7,19,89,98,133],"northern":[8,75],"India,":[9],"the":[10,20,39,71,80,90,96,99,105,108,116,122,129,134,138],"linkage":[11],"between":[12,115],"Groundwater":[13],"Storage":[14],"(GWS)":[15],"and":[16,52,76,85,102,118],"hydroclimatic":[17,43],"variability":[18],"Indo-Gangetic":[21],"Plain":[22],"(IGP)":[23],"has":[24,34],"not":[25],"been":[26,35,113],"widely":[27],"studied.":[28],"In":[29],"this":[30],"regard,":[31],"an":[32],"attempt":[33],"made":[36],"to":[37,55,95],"assimilate":[38],"satellite-based":[40],"observations":[41],"of":[42,70,79,107,121,137],"variables":[44],"(predictors)":[45],"(Precipitation-":[46],"P,":[47],"Evapotranspiration-":[48],"ET,":[49],"Soil":[50],"Moisture-SM,":[51],"Runoff-":[53],"RO)":[54],"predict":[56],"GWS":[57,72],"using":[58],"multi-regression":[59],"machine":[60],"learning":[61],"models":[62],"(Random":[63],"Forest;":[64],"R<sup":[65],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[66],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>=0.81).":[67],"Predicted":[68],"estimates":[69,88,120],"show":[73],"that":[74],"NW":[77],"parts":[78,92,136],"IGP":[81],"are":[82,93],"highly":[83],"affected,":[84],"large":[86],"residual":[87],"eastern":[91],"due":[94],"uncertainty":[97],"observed":[100,117],"P":[101],"ET.":[103],"performance":[106],"models,":[109],"spatial":[110],"biases":[111],"have":[112],"recognized":[114],"predicted":[119],"GWS,":[123],"suggesting":[124],"no":[125],"significant":[126],"variations":[127],"among":[128],"predictors":[130],"(hydroclimatic":[131],"variables)":[132],"major":[135],"study":[139],"area.":[140]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}