{"id":"https://openalex.org/W4402775425","doi":"https://doi.org/10.1109/tgrs.2024.3461717","title":"An Integrated Learning Framework for Seamless High-Resolution Soil Moisture Estimation","display_name":"An Integrated Learning Framework for Seamless High-Resolution Soil Moisture Estimation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402775425","doi":"https://doi.org/10.1109/tgrs.2024.3461717"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3461717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3461717","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-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/A5085149270","display_name":"Yinghong Jing","orcid":null},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinghong Jing","raw_affiliation_strings":["Chongqing Jinfo Mountain National Field Scientific Observation and Research Station for Karst Ecosystem, Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing, China","Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Chongqing Jinfo Mountain National Field Scientific Observation and Research Station for Karst Ecosystem, Southwest University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-5788-5418","affiliations":[{"raw_affiliation_string":"Chongqing Jinfo Mountain National Field Scientific Observation and Research Station for Karst Ecosystem, Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Chongqing Jinfo Mountain National Field Scientific Observation and Research Station for Karst Ecosystem, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100610093","display_name":"Yao Li","orcid":"https://orcid.org/0000-0001-8745-191X"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Li","raw_affiliation_strings":["Chongqing Jinfo Mountain National Field Scientific Observation and Research Station for Karst Ecosystem, Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing, China","Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Chongqing Jinfo Mountain National Field Scientific Observation and Research Station for Karst Ecosystem, Southwest University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-8745-191X","affiliations":[{"raw_affiliation_string":"Chongqing Jinfo Mountain National Field Scientific Observation and Research Station for Karst Ecosystem, Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Chongqing Jinfo Mountain National Field Scientific Observation and Research Station for Karst Ecosystem, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100626955","display_name":"Xinghua Li","orcid":"https://orcid.org/0000-0002-2094-6480"},"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":"Xinghua Li","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-2094-6480","affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062081726","display_name":"Liupeng Lin","orcid":"https://orcid.org/0000-0002-3676-6775"},"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":"Liupeng Lin","raw_affiliation_strings":["School of Resource and Environmental Sciences, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-3676-6775","affiliations":[{"raw_affiliation_string":"School of Resource and Environmental Sciences, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083736940","display_name":"Xiaojun She","orcid":"https://orcid.org/0000-0003-0605-8820"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojun She","raw_affiliation_strings":["Chongqing Jinfo Mountain National Field Scientific Observation and Research Station for Karst Ecosystem, Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing, China","Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Chongqing Jinfo Mountain National Field Scientific Observation and Research Station for Karst Ecosystem, Southwest University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Jinfo Mountain National Field Scientific Observation and Research Station for Karst Ecosystem, Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Chongqing Jinfo Mountain National Field Scientific Observation and Research Station for Karst Ecosystem, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085035578","display_name":"Menghui Jiang","orcid":"https://orcid.org/0000-0003-4814-7514"},"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":"Menghui Jiang","raw_affiliation_strings":["School of Resource and Environmental Sciences, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-4814-7514","affiliations":[{"raw_affiliation_string":"School of Resource and Environmental Sciences, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114374395","display_name":"Huanfeng Shen","orcid":"https://orcid.org/0000-0002-4140-1869"},"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":"Huanfeng Shen","raw_affiliation_strings":["School of Resource and Environmental Sciences, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-4140-1869","affiliations":[{"raw_affiliation_string":"School of Resource and Environmental Sciences, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6589,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64931923,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9889000058174133,"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":0.9889000058174133,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6082261800765991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5026798248291016},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.4408380687236786},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.4308525323867798},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4209238290786743},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.3804152011871338},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.36886605620384216},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.33514684438705444},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.13800278306007385},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.10897588729858398},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08375421166419983}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6082261800765991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5026798248291016},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.4408380687236786},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.4308525323867798},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4209238290786743},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.3804152011871338},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.36886605620384216},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.33514684438705444},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.13800278306007385},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.10897588729858398},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08375421166419983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3461717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3461717","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5916703934","display_name":null,"funder_award_id":"42301417","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6094005104","display_name":null,"funder_award_id":"GZC20232172","funder_id":"https://openalex.org/F4320313612","funder_display_name":"Chongqing Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8802168977","display_name":null,"funder_award_id":"42130108","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320313612","display_name":"Chongqing Postdoctoral Science Foundation","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1926971900","https://openalex.org/W1963647085","https://openalex.org/W1978835122","https://openalex.org/W1984095147","https://openalex.org/W1986286235","https://openalex.org/W2003578656","https://openalex.org/W2027554150","https://openalex.org/W2063972793","https://openalex.org/W2064675550","https://openalex.org/W2095055020","https://openalex.org/W2095680278","https://openalex.org/W2113410727","https://openalex.org/W2154272608","https://openalex.org/W2161071907","https://openalex.org/W2194775991","https://openalex.org/W2294083781","https://openalex.org/W2743364772","https://openalex.org/W2780544323","https://openalex.org/W2786248992","https://openalex.org/W2798365772","https://openalex.org/W2904758662","https://openalex.org/W2919115771","https://openalex.org/W2920425503","https://openalex.org/W2921672664","https://openalex.org/W2947841542","https://openalex.org/W2964101377","https://openalex.org/W2964121744","https://openalex.org/W2972262484","https://openalex.org/W3008439211","https://openalex.org/W3046821382","https://openalex.org/W3096184163","https://openalex.org/W3120733902","https://openalex.org/W3126169176","https://openalex.org/W3130282602","https://openalex.org/W3143487173","https://openalex.org/W3192731655","https://openalex.org/W3193581277","https://openalex.org/W3213775471","https://openalex.org/W4210457421","https://openalex.org/W4221002889","https://openalex.org/W4221099937","https://openalex.org/W4221140001","https://openalex.org/W4223965084","https://openalex.org/W4224983778","https://openalex.org/W4280509107","https://openalex.org/W4281802708","https://openalex.org/W4285222887","https://openalex.org/W4296656416","https://openalex.org/W4302288324","https://openalex.org/W4310396557","https://openalex.org/W4312221165","https://openalex.org/W4312551369","https://openalex.org/W4321240429","https://openalex.org/W4322154546","https://openalex.org/W4324344305","https://openalex.org/W4378084654","https://openalex.org/W4380839232","https://openalex.org/W4388347149","https://openalex.org/W4388781073","https://openalex.org/W4389384491"],"related_works":["https://openalex.org/W2108512031","https://openalex.org/W2063755384","https://openalex.org/W2048409327","https://openalex.org/W2153306223","https://openalex.org/W2997015357","https://openalex.org/W2390117385","https://openalex.org/W2123825282","https://openalex.org/W1977273908","https://openalex.org/W2079990215","https://openalex.org/W2897030841"],"abstract_inverted_index":{"Surface":[0],"soil":[1,13,44,75,84,89,105],"moisture":[2,14,45,76,85,90,106],"plays":[3],"a":[4,39],"pivotal":[5],"role":[6],"in":[7,118],"various":[8],"hydrological":[9,172],"processes.":[10,115],"Precisely":[11],"assessing":[12],"with":[15,130],"high":[16],"resolution":[17,73],"is":[18,38,50],"crucial":[19],"for":[20,42],"effective":[21],"water":[22],"resource":[23],"management,":[24],"informed":[25],"agricultural":[26,175],"decision-making,":[27],"and":[28,55,72,92,112,137,155,177],"in-depth":[29],"climate":[30,179],"change":[31],"research.":[32,180],"While":[33],"passive":[34,82],"microwave":[35,83],"remote":[36],"sensing":[37],"primary":[40],"technology":[41],"regional":[43],"monitoring,":[46],"its":[47,152],"practical":[48],"application":[49],"hindered":[51],"by":[52,126],"data":[53,77,120],"discontinuity":[54],"low":[56],"resolution.":[57],"To":[58],"address":[59],"these":[60],"challenges,":[61],"we":[62],"propose":[63],"an":[64,131,138],"integrated":[65,167],"learning":[66,168],"framework":[67,169],"to":[68,170],"enhance":[69,174],"the":[70,97,101,122,127,163],"continuity":[71],"of":[74,104,135,145,165],"across":[78,157],"China.":[79],"Leveraging":[80],"low-resolution":[81],"data,":[86,91],"moderate-resolution":[87],"assimilated":[88],"multiple":[93],"high-resolution":[94],"ancillary":[95],"inputs,":[96],"network":[98],"effectively":[99],"captures":[100],"spatiotemporal":[102],"dynamics":[103],"through":[107],"integrating":[108],"gap-filling,":[109],"multisource":[110],"fusion,":[111],"spatial":[113],"downscaling":[114],"Validation":[116],"against":[117],"situ":[119],"demonstrates":[121],"significant":[123],"enhancements":[124],"achieved":[125],"proposed":[128],"method,":[129],"average":[132,139],"R":[133],"value":[134],"0.706":[136],"unbiased":[140],"root":[141],"mean":[142],"square":[143],"error":[144],"0.055":[146],"m3/m3.":[147],"Comparative":[148],"analysis":[149],"further":[150],"confirms":[151],"superior":[153],"accuracy":[154],"robustness":[156],"diverse":[158],"regions.":[159],"These":[160],"findings":[161],"highlight":[162],"potential":[164],"this":[166],"advance":[171],"applications,":[173],"production,":[176],"support":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}