{"id":"https://openalex.org/W4386091762","doi":"https://doi.org/10.3390/rs15174133","title":"Monitoring Waterlogging Damage of Winter Wheat Based on HYDRUS-1D and WOFOST Coupled Model and Assimilated Soil Moisture Data of Remote Sensing","display_name":"Monitoring Waterlogging Damage of Winter Wheat Based on HYDRUS-1D and WOFOST Coupled Model and Assimilated Soil Moisture Data of Remote Sensing","publication_year":2023,"publication_date":"2023-08-23","ids":{"openalex":"https://openalex.org/W4386091762","doi":"https://doi.org/10.3390/rs15174133"},"language":"en","primary_location":{"id":"doi:10.3390/rs15174133","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15174133","pdf_url":"https://www.mdpi.com/2072-4292/15/17/4133/pdf?version=1692790169","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/2072-4292/15/17/4133/pdf?version=1692790169","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039172587","display_name":"Jian Zhang","orcid":"https://orcid.org/0000-0001-8119-9362"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101699494","display_name":"Bin Pan","orcid":"https://orcid.org/0000-0001-5569-4984"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Pan","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050371622","display_name":"Wenxuan Shi","orcid":"https://orcid.org/0000-0002-9193-3185"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxuan Shi","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100437615","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0003-3210-5467"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["Institute of Spatial Information Technology Application, Yangtze River Scientific Research Institute, Wuhan 430014, China"],"affiliations":[{"raw_affiliation_string":"Institute of Spatial Information Technology Application, Yangtze River Scientific Research Institute, Wuhan 430014, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101699494"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4534,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.79533315,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"17","first_page":"4133","last_page":"4133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9988999962806702,"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9958000183105469,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/environmental-science","display_name":"Environmental science","score":0.8050419092178345},{"id":"https://openalex.org/keywords/waterlogging","display_name":"Waterlogging (archaeology)","score":0.7449209690093994},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.5576526522636414},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.5216106176376343},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.4220670163631439},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.36274322867393494},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.20965924859046936},{"id":"https://openalex.org/keywords/wetland","display_name":"Wetland","score":0.1283181607723236},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10825508832931519},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07731997966766357}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.8050419092178345},{"id":"https://openalex.org/C202583358","wikidata":"https://www.wikidata.org/wiki/Q17143140","display_name":"Waterlogging (archaeology)","level":3,"score":0.7449209690093994},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.5576526522636414},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.5216106176376343},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.4220670163631439},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.36274322867393494},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.20965924859046936},{"id":"https://openalex.org/C67715294","wikidata":"https://www.wikidata.org/wiki/Q170321","display_name":"Wetland","level":2,"score":0.1283181607723236},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10825508832931519},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07731997966766357},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15174133","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15174133","pdf_url":"https://www.mdpi.com/2072-4292/15/17/4133/pdf?version=1692790169","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:458155f3612d4a32ad0ae4dc420da844","is_oa":true,"landing_page_url":"https://doaj.org/article/458155f3612d4a32ad0ae4dc420da844","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 17, p 4133 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/17/4133/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15174133","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; Volume 15; Issue 17; Pages: 4133","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15174133","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15174133","pdf_url":"https://www.mdpi.com/2072-4292/15/17/4133/pdf?version=1692790169","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":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G4544450438","display_name":null,"funder_award_id":"SAST2020-030","funder_id":"https://openalex.org/F4320327471","funder_display_name":"China Aerospace Science and Technology Corporation"}],"funders":[{"id":"https://openalex.org/F4320327471","display_name":"China Aerospace Science and Technology Corporation","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386091762.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1788068703","https://openalex.org/W1912007445","https://openalex.org/W1982952270","https://openalex.org/W1993873837","https://openalex.org/W2007007319","https://openalex.org/W2009104157","https://openalex.org/W2025120961","https://openalex.org/W2025515353","https://openalex.org/W2029488078","https://openalex.org/W2031139013","https://openalex.org/W2042396358","https://openalex.org/W2046429644","https://openalex.org/W2053985867","https://openalex.org/W2065738320","https://openalex.org/W2067426984","https://openalex.org/W2071688469","https://openalex.org/W2077638648","https://openalex.org/W2096739949","https://openalex.org/W2114248304","https://openalex.org/W2117015606","https://openalex.org/W2117319840","https://openalex.org/W2138336146","https://openalex.org/W2140391468","https://openalex.org/W2141348340","https://openalex.org/W2153127775","https://openalex.org/W2154964173","https://openalex.org/W2158883105","https://openalex.org/W2163918717","https://openalex.org/W2164080640","https://openalex.org/W2178518152","https://openalex.org/W2235450082","https://openalex.org/W2466913836","https://openalex.org/W2512135586","https://openalex.org/W2654191499","https://openalex.org/W2790991717","https://openalex.org/W2791544064","https://openalex.org/W2794230248","https://openalex.org/W2809305579","https://openalex.org/W2907001290","https://openalex.org/W2928987319","https://openalex.org/W3045321383","https://openalex.org/W3185807446","https://openalex.org/W4205772869","https://openalex.org/W4211232652","https://openalex.org/W6680521669","https://openalex.org/W6685794187"],"related_works":["https://openalex.org/W4228996734","https://openalex.org/W2348062007","https://openalex.org/W2910945549","https://openalex.org/W2031661682","https://openalex.org/W2513104517","https://openalex.org/W2045176421","https://openalex.org/W2794013050","https://openalex.org/W2991953236","https://openalex.org/W2046411634","https://openalex.org/W3092839188"],"abstract_inverted_index":{"Waterlogging":[0],"harms":[1],"winter":[2,16,68],"wheat":[3,17,69,151],"growth.":[4],"To":[5],"enable":[6],"accurate":[7],"monitoring":[8,19,108],"of":[9,62,67,80,100,138,148,168,181,189],"agricultural":[10],"waterlogging,":[11],"this":[12,145],"paper":[13],"conducts":[14],"a":[15,157],"waterlogging":[18,70,124,150,170,200],"study":[20],"using":[21],"multi-source":[22],"data":[23,87,93],"in":[24,153,178,199],"Guzhen":[25,182],"County,":[26],"Anhui":[27],"Province,":[28],"China.":[29],"The":[30,73,141,165],"hydrological":[31],"model":[32,40],"HYDRUS-1D":[33],"is":[34,47,84],"coupled":[35],"with":[36,90,160],"the":[37,43,58,65,78,81,96,101,132,149,161,169,174,187,194],"crop":[38],"growth":[39,133],"WOFOST,":[41],"and":[42,60,95,114,119,135,173,192],"Ensemble":[44],"Kalman":[45],"Filter":[46],"used":[48],"to":[49,57,116],"assimilate":[50],"Sentinel-1":[51],"inversion":[52],"soil":[53,63,82,103,139],"moisture":[54,83,104],"data.":[55],"According":[56],"precision":[59],"continuity":[61],"moisture,":[64],"damage":[66],"were":[71],"obtained.":[72],"experimental":[74],"results":[75],"show":[76],"that":[77,91],"accuracy":[79],"improved":[85],"after":[86],"assimilation":[88],"compared":[89],"before":[92],"assimilation,":[94],"Nash\u2013Sutcliffe":[97],"efficiency":[98],"(NSE)":[99],"simulated":[102],"values":[105],"at":[106],"three":[107],"sites":[109],"increased":[110],"from":[111,144],"0.528,":[112],"0.541":[113],"0.575":[115],"0.752,":[117],"0.692":[118],"0.731,":[120],"respectively.":[121],"A":[122],"new":[123],"identification":[125,146],"criterion":[126],"has":[127],"been":[128],"proposed":[129],"based":[130],"on":[131],"periods":[134],"probability":[136],"distribution":[137],"moisture.":[140],"proportion,":[142],"calculated":[143],"criterion,":[147],"farmland":[152,155,171],"total":[154],"shows":[156,196],"high":[158],"correlation":[159,166],"yield":[162,175],"reduction":[163,176],"rate.":[164],"coefficient":[167],"proportion":[172],"rate":[177],"11":[179],"towns":[180],"County":[183],"reaches":[184],"0.78.":[185],"Through":[186],"synchronization":[188],"geography,":[190],"agriculture":[191],"meteorology,":[193],"framework":[195],"great":[197],"potential":[198],"monitoring.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}