{"id":"https://openalex.org/W4321376240","doi":"https://doi.org/10.3390/rs15041119","title":"Assessment of Irrigation Demands Based on Soil Moisture Deficits Using a Satellite-Based Hydrological Model","display_name":"Assessment of Irrigation Demands Based on Soil Moisture Deficits Using a Satellite-Based Hydrological Model","publication_year":2023,"publication_date":"2023-02-18","ids":{"openalex":"https://openalex.org/W4321376240","doi":"https://doi.org/10.3390/rs15041119"},"language":"en","primary_location":{"id":"doi:10.3390/rs15041119","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/rs15041119","pdf_url":"https://www.mdpi.com/2072-4292/15/4/1119/pdf?version=1677124018","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/4/1119/pdf?version=1677124018","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057075797","display_name":"Kallem Sushanth","orcid":"https://orcid.org/0000-0002-2565-7880"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kallem Sushanth","raw_affiliation_strings":["Department of Agricultural and Food Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, India"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural and Food Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037342962","display_name":"Abhijit Behera","orcid":"https://orcid.org/0000-0002-0162-8508"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhijit Behera","raw_affiliation_strings":["Department of Agricultural and Food Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, India"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural and Food Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103598691","display_name":"Ashok Mishra","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashok Mishra","raw_affiliation_strings":["Department of Agricultural and Food Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, India"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural and Food Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048861401","display_name":"Rajendra Prasad Singh","orcid":"https://orcid.org/0000-0002-6597-9737"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajendra Singh","raw_affiliation_strings":["Department of Agricultural and Food Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, India"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural and Food Engineering, Indian Institute of Technology Kharagpur, Kharagpur 721302, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057075797"],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.6816,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65638395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"4","first_page":"1119","last_page":"1119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11404","display_name":"Irrigation Practices and Water Management","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.8228181600570679},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.7033636569976807},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.6536767482757568},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.5288903117179871},{"id":"https://openalex.org/keywords/kharif-crop","display_name":"Kharif crop","score":0.4740728437900543},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3338823616504669},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.2926156520843506},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.12657251954078674},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09364008903503418},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08785614371299744}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.8228181600570679},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.7033636569976807},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.6536767482757568},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.5288903117179871},{"id":"https://openalex.org/C153136566","wikidata":"https://www.wikidata.org/wiki/Q3631460","display_name":"Kharif crop","level":3,"score":0.4740728437900543},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3338823616504669},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.2926156520843506},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.12657251954078674},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09364008903503418},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08785614371299744},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15041119","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/rs15041119","pdf_url":"https://www.mdpi.com/2072-4292/15/4/1119/pdf?version=1677124018","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b228973ef10745fba3883b1d9803e900","is_oa":true,"landing_page_url":"https://doaj.org/article/b228973ef10745fba3883b1d9803e900","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 4, p 1119 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/4/1119/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15041119","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15041119","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/rs15041119","pdf_url":"https://www.mdpi.com/2072-4292/15/4/1119/pdf?version=1677124018","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4321376240.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1003527207","https://openalex.org/W1509313951","https://openalex.org/W1976517583","https://openalex.org/W1983724666","https://openalex.org/W1988288740","https://openalex.org/W2003696872","https://openalex.org/W2008551241","https://openalex.org/W2061082580","https://openalex.org/W2080926925","https://openalex.org/W2092010559","https://openalex.org/W2106009722","https://openalex.org/W2107204862","https://openalex.org/W2122389133","https://openalex.org/W2125062146","https://openalex.org/W2130767813","https://openalex.org/W2148968315","https://openalex.org/W2151035094","https://openalex.org/W2153971255","https://openalex.org/W2324362828","https://openalex.org/W2338500573","https://openalex.org/W2347192404","https://openalex.org/W2509917403","https://openalex.org/W2518157050","https://openalex.org/W2739092555","https://openalex.org/W2781547566","https://openalex.org/W2811034879","https://openalex.org/W2910244971","https://openalex.org/W2912459523","https://openalex.org/W2913471397","https://openalex.org/W2923750943","https://openalex.org/W2940559220","https://openalex.org/W3004669162","https://openalex.org/W3046801777","https://openalex.org/W3124076629","https://openalex.org/W3137669849","https://openalex.org/W3153815075","https://openalex.org/W3154228504","https://openalex.org/W3155345345","https://openalex.org/W3161239242","https://openalex.org/W3191977507","https://openalex.org/W4200623369","https://openalex.org/W4220798974","https://openalex.org/W4280501576","https://openalex.org/W4311172944","https://openalex.org/W4312980460","https://openalex.org/W6626182354","https://openalex.org/W6849171099"],"related_works":["https://openalex.org/W4288758469","https://openalex.org/W4390674363","https://openalex.org/W3084940433","https://openalex.org/W4313345997","https://openalex.org/W2530691798","https://openalex.org/W4284992874","https://openalex.org/W3015187292","https://openalex.org/W1873009935","https://openalex.org/W4297272236","https://openalex.org/W2184432657"],"abstract_inverted_index":{"Soil":[0],"moisture":[1,26,76,170,184],"deficit":[2],"is":[3,31,44,80],"an":[4,45],"essential":[5],"element":[6],"in":[7,27,33,101,141,172,186,229,239],"the":[8,91,113,116,142,156,173,187,202,210,225,230,234,252],"estimation":[9],"of":[10,19,24,205],"irrigation":[11,71,157,203,220,263],"demands,":[12],"both":[13],"spatially":[14],"and":[15,21,107,124,248,261,265],"temporarily.":[16],"The":[17,78,133,151,164,193,217],"determination":[18],"temporal":[20,165,262],"spatial":[22,260],"variations":[23],"soil":[25,50,75,122,169,183,266],"a":[28,55,62,81,243,256],"river":[29,144],"basin":[30],"challenging":[32],"many":[34],"aspects;":[35],"however,":[36,182],"distributed":[37,70,83],"hydrological":[38],"modelling":[39],"with":[40,112,135,160],"remote":[41,94,161,249],"sensing":[42,95,162,250],"inputs":[43],"effective":[46],"way":[47],"to":[48,68,89,104,149,180,209,258],"determine":[49],"moisture.":[51,267],"In":[52],"this":[53,102],"research,":[54],"water":[56,136,245],"demand":[57,137,204,221,246],"module":[58,138,247],"was":[59,86,139],"developed":[60,88],"for":[61],"satellite-based":[63],"National":[64],"Hydrological":[65],"Model\u2014India":[66],"(NHM-I)":[67],"estimate":[69],"demands":[72,158,264],"based":[73],"on":[74],"deficits.":[77],"NHM-I":[79,134,153,253],"conceptual":[82],"model":[84,154],"that":[85,168],"explicitly":[87],"utilize":[90],"products":[92],"from":[93,147,178],"satellites.":[96],"MOD13Q1.5":[97],"data":[98,127],"were":[99,128,190],"used":[100,130],"study":[103],"classify":[105],"paddy":[106],"irrigated":[108],"dry":[109],"crops.":[110],"Along":[111],"above":[114],"data,":[115],"DEM,":[117],"Leaf":[118],"Area":[119],"Index,":[120],"FAO":[121],"map,":[123],"crop":[125],"characteristics":[126],"also":[129],"as":[131],"inputs.":[132],"evaluated":[140],"Damodar":[143],"basin,":[145],"India,":[146],"2009":[148,179],"2018.":[150],"integrated":[152],"simulated":[155],"effectively":[159],"data.":[163],"analysis":[166],"reveals":[167],"deficits":[171,185],"Kharif":[174],"season":[175,189],"varied":[176],"annually":[177],"2018;":[181],"Rabi":[188],"almost":[191],"constant.":[192],"50%":[194],"Allowable":[195,212],"Moisture":[196,213],"Depletion":[197,214],"(AMD-50)":[198],"scenario":[199,227],"can":[200],"reduce":[201],"1966":[206],"MCM":[207],"compared":[208],"Zero":[211],"(AMD-0)":[215],"scenario.":[216],"highest":[218],"annual":[219],"(8923":[222],"MCM)":[223,237],"under":[224],"AMD-50":[226],"occurred":[228],"2015\u20132016":[231],"season,":[232],"while":[233],"lowest":[235],"(6344":[236],"happened":[238],"2013\u20132014":[240],"season.":[241],"With":[242],"new":[244],"inputs,":[251],"will":[254],"provide":[255],"platform":[257],"assess":[259]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
