{"id":"https://openalex.org/W4387449178","doi":"https://doi.org/10.1109/jstars.2023.3322343","title":"Deep Learning for Near-Surface Air Temperature Estimation From FengYun 4A Satellite Data","display_name":"Deep Learning for Near-Surface Air Temperature Estimation From FengYun 4A Satellite Data","publication_year":2023,"publication_date":"2023-10-09","ids":{"openalex":"https://openalex.org/W4387449178","doi":"https://doi.org/10.1109/jstars.2023.3322343"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2023.3322343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3322343","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10274655.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10274655.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040307667","display_name":"Shanmin Yang","orcid":"https://orcid.org/0000-0003-1606-1812"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shanmin Yang","raw_affiliation_strings":["Chengdu University of Information Technology, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Information Technology, Chengdu, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101196226","display_name":"Ren Qing","orcid":null},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Ren","raw_affiliation_strings":["Chengdu University of Information Technology, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Information Technology, Chengdu, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082867250","display_name":"Ningfang Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ningfang Zhou","raw_affiliation_strings":["National Meteorological Center of CMA, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Meteorological Center of CMA, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107208253","display_name":"Yan Zhang","orcid":"https://orcid.org/0000-0003-3226-242X"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Zhang","raw_affiliation_strings":["Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center (National Center for Space Weather), China Meteorological Administration, Innovation Center for FengYun Meteorological Satellite (FYSIC), Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center (National Center for Space Weather), China Meteorological Administration, Innovation Center for FengYun Meteorological Satellite (FYSIC), Beijing, China","institution_ids":["https://openalex.org/I141301092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030763508","display_name":"Xi Wu","orcid":"https://orcid.org/0000-0002-7659-1631"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Wu","raw_affiliation_strings":["Chengdu University of Information Technology, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Information Technology, Chengdu, China","institution_ids":["https://openalex.org/I24201400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040307667"],"corresponding_institution_ids":["https://openalex.org/I24201400"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.2601,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77864912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"17","issue":null,"first_page":"13108","last_page":"13119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9998999834060669,"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":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9983999729156494,"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/geostationary-orbit","display_name":"Geostationary orbit","score":0.7081396579742432},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.644066572189331},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6421070694923401},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6209852695465088},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5891172289848328},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5759066939353943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45344313979148865},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.43442004919052124},{"id":"https://openalex.org/keywords/atmospheric-model","display_name":"Atmospheric model","score":0.416939914226532},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.4165405035018921},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1398651897907257},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12027466297149658},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11293315887451172},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10572651028633118},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07757526636123657}],"concepts":[{"id":"https://openalex.org/C16405173","wikidata":"https://www.wikidata.org/wiki/Q192316","display_name":"Geostationary orbit","level":3,"score":0.7081396579742432},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.644066572189331},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6421070694923401},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6209852695465088},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5891172289848328},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5759066939353943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45344313979148865},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.43442004919052124},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.416939914226532},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.4165405035018921},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1398651897907257},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12027466297149658},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11293315887451172},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10572651028633118},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07757526636123657},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2023.3322343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3322343","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10274655.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bf66ecfe715942a59538c44c2576f004","is_oa":true,"landing_page_url":"https://doaj.org/article/bf66ecfe715942a59538c44c2576f004","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 13108-13119 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2023.3322343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3322343","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10274655.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7269290358","display_name":null,"funder_award_id":"42075142","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7777819896","display_name":null,"funder_award_id":"-2022","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320311826","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321569","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98"},{"id":"https://openalex.org/F4320328111","display_name":"Chengdu University","ror":"https://ror.org/034z67559"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387449178.pdf","grobid_xml":"https://content.openalex.org/works/W4387449178.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1974038018","https://openalex.org/W1994616650","https://openalex.org/W2060172488","https://openalex.org/W2232647241","https://openalex.org/W2567628229","https://openalex.org/W3005739096","https://openalex.org/W3013449388","https://openalex.org/W3025949386","https://openalex.org/W3082059999","https://openalex.org/W3092290657","https://openalex.org/W3120528376","https://openalex.org/W3126335003","https://openalex.org/W3129160095","https://openalex.org/W3135309311","https://openalex.org/W3197325378","https://openalex.org/W3197957534","https://openalex.org/W3207197663","https://openalex.org/W3212229793","https://openalex.org/W4200244327","https://openalex.org/W4200484519","https://openalex.org/W4224250846","https://openalex.org/W4280556915","https://openalex.org/W4283168768","https://openalex.org/W4308441629","https://openalex.org/W4309455170","https://openalex.org/W4311187059"],"related_works":["https://openalex.org/W2023364053","https://openalex.org/W137969429","https://openalex.org/W2372577889","https://openalex.org/W2348416959","https://openalex.org/W3183138738","https://openalex.org/W2069341891","https://openalex.org/W2318985527","https://openalex.org/W2388584362","https://openalex.org/W4382982879","https://openalex.org/W4311044000"],"abstract_inverted_index":{"Near-surface":[0],"air":[1,89,116,137],"temperature":[2,117,138],"is":[3,14],"a":[4,59,101,107,213],"crucial":[5],"weather":[6,19],"parameter":[7],"that":[8],"significantly":[9],"impacts":[10],"human":[11],"health":[12],"and":[13,21,33,41,50,71,77,133,153,163,179,192,200,210,246],"widely":[15],"utilized":[16],"in":[17,62,74,140],"numerical":[18],"forecasting":[20],"climate":[22],"prediction":[23],"studies.":[24],"However,":[25],"the":[26,45,93,147,161,185,205,267],"most":[27],"common":[28],"ground-based":[29,69],"meteorological":[30,130,154],"station":[31,70,155,182,264],"observation":[32,35],"radar":[34,72],"are":[36],"often":[37],"limited":[38],"by":[39,126,212],"geographic":[40,76],"natural":[42,78],"constraints.":[43],"With":[44],"advantages":[46],"of":[47,165,175,207,215],"global":[48],"coverage":[49],"high":[51],"spatiotemporal":[52],"resolution,":[53],"satellite":[54,97,131],"remote":[55,81,98],"sensing":[56,82,99],"has":[57],"become":[58],"valuable":[60],"support":[61],"overcoming":[63],"data":[64,139],"scarcity":[65],"issues":[66],"related":[67],"to":[68],"observations":[73,156,265],"complex":[75],"conditions.":[79],"Although":[80],"indirectly":[83],"reflects":[84],"atmosphere":[85,94],"variables":[86,95],"(e.g.,":[87],"near-surface":[88,115,136],"temperature),":[90],"accurately":[91],"estimating":[92],"through":[96],"remains":[100],"significant":[102],"challenge.":[103],"This":[104],"paper":[105],"introduces":[106],"deep":[108],"learning":[109],"Transformer-based":[110],"neural":[111],"network":[112],"(TaNet)":[113],"for":[114],"estimation.":[118],"TaNet":[119,203],"automatically":[120],"extracts":[121],"information":[122],"from":[123],"imageries":[124],"captured":[125],"China's":[127],"new-generation":[128],"geostationary":[129],"FengYun-4A":[132],"generates":[134],"grid":[135],"near":[141],"real-time.":[142],"Extensive":[143],"experiments":[144],"conducted":[145],"using":[146,263],"state-of-the-art":[148],"operational":[149],"reanalysis":[150],"product":[151],"ERA5":[152,178],"as":[157,189,266],"benchmark":[158],"standards":[159],"demonstrate":[160],"effectiveness":[162],"superiority":[164],"TaNet.":[166],"It":[167],"achieves":[168],"an":[169],"impressive":[170],"Pearson's":[171],"correlation":[172],"coefficient":[173],"(CC)":[174],"0.990":[176],"with":[177,181],"0.959":[180],"observations,":[183],"outperforming":[184],"other":[186],"products,":[187],"such":[188],"CFSv2,":[190,208],"CRA,":[191,209],"U-Net,":[193],"on":[194],"root":[195],"mean":[196],"square":[197],"error":[198],"(RMSE)":[199],"CC":[201],"metrics.":[202],"reduces":[204],"RMSE":[206],"U-Net":[211],"margin":[214],"10.551%":[216],"(2.594":[217,232,248],"<inline-formula":[218,225,233,240,249,256],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[219,226,234,241,250,257],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[220,227,235,242,251,258],"notation=\"LaTeX\">${}^{\\circ":[221,228,236,243,252,259],"}\\mathrm{C}$</tex-math></inline-formula>":[222,229,237,244,253,260],"vs.":[223,238,254],"2.900":[224],"),":[230,245,261],"2.261%":[231],"2.654":[239],"5.535%":[247],"2.746":[255],"respectively,":[262],"benchmark.":[268]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}