{"id":"https://openalex.org/W4312887798","doi":"https://doi.org/10.1109/igarss46834.2022.9883558","title":"A Deep Learning-Based Mesoscale Eddy Subsurface Temperature Inversion Model","display_name":"A Deep Learning-Based Mesoscale Eddy Subsurface Temperature Inversion Model","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4312887798","doi":"https://doi.org/10.1109/igarss46834.2022.9883558"},"language":"en","primary_location":{"id":"doi:10.1109/igarss46834.2022.9883558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9883558","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100384087","display_name":"Yingjie Liu","orcid":"https://orcid.org/0000-0003-1634-3115"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210101167","display_name":"Institute of Oceanology","ror":"https://ror.org/018yw5541","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101167"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjie Liu","raw_affiliation_strings":["Institute of Oceanology, Chinese Academy of Sciences,CAS Key Laboratory of Ocean Circulation and Waves,Qingdao,China,266071","Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Oceanology, Chinese Academy of Sciences,CAS Key Laboratory of Ocean Circulation and Waves,Qingdao,China,266071","institution_ids":["https://openalex.org/I4210101167","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, China","institution_ids":["https://openalex.org/I4210101167","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106406714","display_name":"Haoyu Wang","orcid":"https://orcid.org/0000-0002-3500-6678"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210101167","display_name":"Institute of Oceanology","ror":"https://ror.org/018yw5541","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101167"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyu Wang","raw_affiliation_strings":["Institute of Oceanology, Chinese Academy of Sciences,CAS Key Laboratory of Ocean Circulation and Waves,Qingdao,China,266071","Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Oceanology, Chinese Academy of Sciences,CAS Key Laboratory of Ocean Circulation and Waves,Qingdao,China,266071","institution_ids":["https://openalex.org/I4210101167","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, China","institution_ids":["https://openalex.org/I4210101167","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100347672","display_name":"Xiaofeng Li","orcid":"https://orcid.org/0000-0001-7038-5119"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210101167","display_name":"Institute of Oceanology","ror":"https://ror.org/018yw5541","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101167"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Li","raw_affiliation_strings":["Institute of Oceanology, Chinese Academy of Sciences,CAS Key Laboratory of Ocean Circulation and Waves,Qingdao,China,266071","Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Oceanology, Chinese Academy of Sciences,CAS Key Laboratory of Ocean Circulation and Waves,Qingdao,China,266071","institution_ids":["https://openalex.org/I4210101167","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, China","institution_ids":["https://openalex.org/I4210101167","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6884","last_page":"6886"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9997000098228455,"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/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9997000098228455,"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/T11061","display_name":"Ocean Waves and Remote Sensing","score":0.9988999962806702,"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/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.998199999332428,"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/mesoscale-meteorology","display_name":"Mesoscale meteorology","score":0.9684207439422607},{"id":"https://openalex.org/keywords/eddy","display_name":"Eddy","score":0.8302537202835083},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.682568371295929},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.6692295074462891},{"id":"https://openalex.org/keywords/sea-surface-temperature","display_name":"Sea surface temperature","score":0.5248156785964966},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.47334054112434387},{"id":"https://openalex.org/keywords/sea-surface-height","display_name":"Sea-surface height","score":0.42725786566734314},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.41421306133270264},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.3819448947906494},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.11161834001541138},{"id":"https://openalex.org/keywords/turbulence","display_name":"Turbulence","score":0.08524370193481445},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08484193682670593}],"concepts":[{"id":"https://openalex.org/C40382383","wikidata":"https://www.wikidata.org/wiki/Q2399824","display_name":"Mesoscale meteorology","level":2,"score":0.9684207439422607},{"id":"https://openalex.org/C179065325","wikidata":"https://www.wikidata.org/wiki/Q994122","display_name":"Eddy","level":3,"score":0.8302537202835083},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.682568371295929},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.6692295074462891},{"id":"https://openalex.org/C134097258","wikidata":"https://www.wikidata.org/wiki/Q1507383","display_name":"Sea surface temperature","level":2,"score":0.5248156785964966},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.47334054112434387},{"id":"https://openalex.org/C142672198","wikidata":"https://www.wikidata.org/wiki/Q7076157","display_name":"Sea-surface height","level":3,"score":0.42725786566734314},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.41421306133270264},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3819448947906494},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.11161834001541138},{"id":"https://openalex.org/C196558001","wikidata":"https://www.wikidata.org/wiki/Q190132","display_name":"Turbulence","level":2,"score":0.08524370193481445},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08484193682670593},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss46834.2022.9883558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9883558","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.8700000047683716,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G7089712101","display_name":null,"funder_award_id":"XDB42000000,XDA19090103,XDA19060101","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G7806435814","display_name":null,"funder_award_id":"Y9KY04101L","funder_id":"https://openalex.org/F4320332238","funder_display_name":"Center for Africana Studies, Johns Hopkins University"}],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320332238","display_name":"Center for Africana Studies, Johns Hopkins University","ror":"https://ror.org/00za53h95"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1447128777","https://openalex.org/W1570586122","https://openalex.org/W1902252384","https://openalex.org/W2017647804","https://openalex.org/W2051620405","https://openalex.org/W2131070146","https://openalex.org/W2165657651","https://openalex.org/W2528842504","https://openalex.org/W2795842441","https://openalex.org/W2901341672","https://openalex.org/W2903148620","https://openalex.org/W3011560410","https://openalex.org/W3012481989","https://openalex.org/W3042493930","https://openalex.org/W3194987546","https://openalex.org/W6684099971"],"related_works":["https://openalex.org/W4309307985","https://openalex.org/W2924643041","https://openalex.org/W3110661901","https://openalex.org/W3069741322","https://openalex.org/W4319993778","https://openalex.org/W4220791497","https://openalex.org/W4214629942","https://openalex.org/W4312887798","https://openalex.org/W2468456314","https://openalex.org/W2558217371"],"abstract_inverted_index":{"Satellites":[0],"provide":[1],"a":[2],"unique":[3],"opportunity":[4],"to":[5,14,20,36,91,129],"study":[6],"the":[7,26,37,49,72,86,93,97,109,115,120,132],"surface":[8,78,81,84],"expression":[9],"of":[10,29,43,52,96,100,135],"mesoscale":[11,30,53,59,101,125,139],"eddies":[12,31,113],"due":[13,35],"their":[15],"better":[16,47],"spatiotemporal":[17],"coverage":[18],"compared":[19],"in":[21,67],"situ":[22],"observing":[23],"systems.":[24],"However,":[25],"three-dimensional":[27,136],"structures":[28],"are":[32],"still":[33],"unclear":[34],"low":[38],"spatial":[39],"and":[40,75,127],"temporal":[41],"resolution":[42],"in-situ":[44],"data.":[45],"To":[46],"understand":[48],"vertical":[50],"structure":[51,137],"eddies,":[54,126],"deep":[55],"learning":[56],"(DL)":[57],"based":[58],"eddy":[60],"subsurface":[61,98,110],"temperature":[62,99,111],"inversion":[63,94],"model":[64,88,95,105],"is":[65],"developed":[66],"this":[68],"study.":[69],"Combined":[70],"with":[71],"measured":[73],"data":[74,79],"satellite":[76],"sea":[77,83],"(sea":[80],"height,":[82],"temperature),":[85],"DL-based":[87,104],"was":[89],"used":[90],"develop":[92],"eddies.":[102,140],"The":[103],"can":[106],"accurately":[107],"retrieve":[108],"within":[112,138],"from":[114],"remote":[116],"sensing":[117],"data,":[118],"solves":[119],"sparse":[121],"targeted":[122],"observations":[123],"on":[124],"help":[128],"fully":[130],"reveal":[131],"characteristics":[133],"variations":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
