{"id":"https://openalex.org/W4396932193","doi":"https://doi.org/10.3390/rs16101745","title":"A Daily High-Resolution Sea Surface Temperature Reconstruction Using an I-DINCAE and DNN Model Based on FY-3C Thermal Infrared Data","display_name":"A Daily High-Resolution Sea Surface Temperature Reconstruction Using an I-DINCAE and DNN Model Based on FY-3C Thermal Infrared Data","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4396932193","doi":"https://doi.org/10.3390/rs16101745"},"language":"en","primary_location":{"id":"doi:10.3390/rs16101745","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101745","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1745/pdf?version=1715758200","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/2072-4292/16/10/1745/pdf?version=1715758200","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030464868","display_name":"Zukun Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zukun Li","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China"],"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101354288","display_name":"Daoming Wei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daoming Wei","raw_affiliation_strings":["Key Laboratory of Smart Earth, Beijing 100029, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Earth, Beijing 100029, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100402651","display_name":"Xuefeng Zhang","orcid":"https://orcid.org/0000-0002-7856-6990"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xuefeng Zhang","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China"],"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104301019","display_name":"Yaoting Gao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yaoting Gao","raw_affiliation_strings":["Army 31016, PLA, Beijing 100094, China"],"affiliations":[{"raw_affiliation_string":"Army 31016, PLA, Beijing 100094, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023389293","display_name":"Dianjun Zhang","orcid":"https://orcid.org/0000-0003-3270-8794"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Dianjun Zhang","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China"],"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023389293"],"corresponding_institution_ids":[],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4141,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78528553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"16","issue":"10","first_page":"1745","last_page":"1745"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9919999837875366,"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":0.9919999837875366,"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/T11459","display_name":"Arctic and Antarctic ice dynamics","score":0.9871000051498413,"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"}},{"id":"https://openalex.org/T10029","display_name":"Climate variability and models","score":0.9538000226020813,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/thermal-infrared","display_name":"Thermal infrared","score":0.7157928943634033},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6621381640434265},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.5661396384239197},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5229098200798035},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.4957948625087738},{"id":"https://openalex.org/keywords/sea-surface-temperature","display_name":"Sea surface temperature","score":0.4900320768356323},{"id":"https://openalex.org/keywords/thermal","display_name":"Thermal","score":0.4714086055755615},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.4233546555042267},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.37914758920669556},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20511141419410706},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1712374985218048},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11874327063560486},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11869236826896667},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.05944204330444336}],"concepts":[{"id":"https://openalex.org/C2984335091","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Thermal infrared","level":3,"score":0.7157928943634033},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6621381640434265},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.5661396384239197},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5229098200798035},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.4957948625087738},{"id":"https://openalex.org/C134097258","wikidata":"https://www.wikidata.org/wiki/Q1507383","display_name":"Sea surface temperature","level":2,"score":0.4900320768356323},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.4714086055755615},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.4233546555042267},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.37914758920669556},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20511141419410706},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1712374985218048},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11874327063560486},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11869236826896667},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.05944204330444336},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16101745","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101745","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1745/pdf?version=1715758200","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:4d93dfcc069c43e29ab6a12f194e7b4f","is_oa":true,"landing_page_url":"https://doaj.org/article/4d93dfcc069c43e29ab6a12f194e7b4f","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 16, Iss 10, p 1745 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16101745","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101745","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1745/pdf?version=1715758200","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":0.7799999713897705,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G2182922928","display_name":null,"funder_award_id":"42375143","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396932193.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2014012078","https://openalex.org/W2062914653","https://openalex.org/W2081685044","https://openalex.org/W2100350985","https://openalex.org/W2138743987","https://openalex.org/W2176494706","https://openalex.org/W2268448246","https://openalex.org/W2285791658","https://openalex.org/W2475047746","https://openalex.org/W2567821192","https://openalex.org/W2892612201","https://openalex.org/W2941591509","https://openalex.org/W2955038187","https://openalex.org/W3005280232","https://openalex.org/W3035460619","https://openalex.org/W3122409599","https://openalex.org/W3143168927","https://openalex.org/W3171031096","https://openalex.org/W4210641064","https://openalex.org/W4317106316","https://openalex.org/W4319315593","https://openalex.org/W4361267571","https://openalex.org/W4387803814","https://openalex.org/W6693851478"],"related_works":["https://openalex.org/W3184332868","https://openalex.org/W2360806688","https://openalex.org/W273971055","https://openalex.org/W3119991676","https://openalex.org/W2907184496","https://openalex.org/W1858933348","https://openalex.org/W2351006740","https://openalex.org/W3157789538","https://openalex.org/W2372640428","https://openalex.org/W4390606651"],"abstract_inverted_index":{"The":[0,154,190],"sea":[1],"surface":[2],"temperature":[3],"(SST)":[4],"is":[5,201,207],"one":[6],"of":[7,17,57,91,111,135,145,151,192,218,240,250],"the":[8,14,18,23,27,30,43,89,97,127,133,136,158,162,179,182,186,193,205,212,216,219,228,238,244],"most":[9],"important":[10],"parameters":[11],"that":[12,157],"characterize":[13],"thermal":[15],"state":[16],"ocean":[19,28,92],"surface,":[20],"directly":[21],"affecting":[22],"heat":[24],"exchange":[25],"between":[26,181],"and":[29,34,49,104,148,185,197,204,247,258],"atmosphere,":[31],"climate":[32],"change,":[33],"weather":[35],"generation.":[36],"Generally,":[37],"due":[38],"to":[39,72,78,125,177,211,237],"factors":[40],"such":[41],"as":[42],"weather,":[44],"satellite":[45,50,59],"scanning":[46],"orbit":[47],"range,":[48],"sensor":[51],"malfunction,":[52],"there":[53],"are":[54],"large":[55],"areas":[56],"missing":[58,80,128],"remote":[60,93],"sensing":[61],"SST":[62,81,98,129,184,196,241,251,260],"data,":[63,215,242],"greatly":[64],"reducing":[65],"data":[66,75,82,99,118,200,221,261],"utilization.":[67],"In":[68],"this":[69],"situation,":[70],"how":[71],"use":[73],"effective":[74],"or":[76],"avenues":[77],"rebuild":[79],"has":[83,222],"become":[84],"a":[85,108,170,224],"research":[86],"hotspot":[87],"in":[88,187,198,213],"field":[90],"sensing.":[94],"Based":[95],"on":[96],"from":[100],"an":[101,116,143,149],"FY-3C":[102],"visible":[103],"infrared":[105],"radiometer":[106],"with":[107,142],"spatial":[109],"resolution":[110],"5":[112],"km":[113],"(FY-3C":[114],"VIRR),":[115],"improved":[117],"interpolation":[119],"convolutional":[120],"autoencoder":[121],"(I-DINCAE)":[122],"was":[123,139,175],"used":[124],"reconstruct":[126],"data.":[130,189,230],"Through":[131],"cross-validation,":[132],"accuracy":[134,217,249],"reconstruction":[137,239],"results":[138,155],"quantitatively":[140],"evaluated":[141],"RMSE":[144,191],"0.36":[146],"\u00b0C":[147],"MAE":[150,206],"0.24":[152],"\u00b0C.":[153,209],"showed":[156],"I-DINCAE":[159],"algorithm":[160,165],"outperformed":[161],"original":[163],"DINCAE":[164],"greatly.":[166],"For":[167],"further":[168],"optimization,":[169],"deep":[171],"neural":[172],"network":[173],"(DNN)":[174],"chosen":[176],"adjust":[178],"error":[180],"reconstructed":[183,229],"situ":[188,199,214],"final":[194],"adjusted":[195,220],"0.466":[202],"\u00b0C,":[203],"0.296":[208],"Compared":[210],"shown":[223],"significant":[225],"improvement":[226],"over":[227],"This":[231],"method":[232],"successfully":[233],"applies":[234],"deep-learning":[235],"technology":[236],"achieving":[243],"full":[245],"coverage":[246],"high":[248],"products,":[252],"which":[253],"can":[254],"provide":[255],"more":[256],"reliable":[257],"complete":[259],"for":[262],"marine":[263],"scientific":[264],"research.":[265]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}