{"id":"https://openalex.org/W4405270501","doi":"https://doi.org/10.1109/access.2024.3515205","title":"Identifying Forest Burned Area Using a Deep Learning Model Based on Post-Fire Optical and SAR Remote Sensing Images","display_name":"Identifying Forest Burned Area Using a Deep Learning Model Based on Post-Fire Optical and SAR Remote Sensing Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405270501","doi":"https://doi.org/10.1109/access.2024.3515205"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3515205","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3515205","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3515205","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099002091","display_name":"Xiaofei Xi","orcid":null},"institutions":[{"id":"https://openalex.org/I2802615301","display_name":"China Aerospace Science and Technology Corporation","ror":"https://ror.org/01z8tr155","country_code":"CN","type":"government","lineage":["https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Xi","raw_affiliation_strings":["Beijing Skysight Technology Company Ltd., Beijing, China","Beijing Skysight Technology, Co., Ltd, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Skysight Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2802615301"]},{"raw_affiliation_string":"Beijing Skysight Technology, Co., Ltd, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015510483","display_name":"Man Ki Kang","orcid":"https://orcid.org/0000-0001-7728-0424"},"institutions":[{"id":"https://openalex.org/I2802615301","display_name":"China Aerospace Science and Technology Corporation","ror":"https://ror.org/01z8tr155","country_code":"CN","type":"government","lineage":["https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Kang","raw_affiliation_strings":["Beijing Skysight Technology Company Ltd., Beijing, China","Beijing Skysight Technology, Co., Ltd, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Skysight Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2802615301"]},{"raw_affiliation_string":"Beijing Skysight Technology, Co., Ltd, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Long Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I2802615301","display_name":"China Aerospace Science and Technology Corporation","ror":"https://ror.org/01z8tr155","country_code":"CN","type":"government","lineage":["https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Dai","raw_affiliation_strings":["Beijing Skysight Technology Company Ltd., Beijing, China","Beijing Skysight Technology, Co., Ltd, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Skysight Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2802615301"]},{"raw_affiliation_string":"Beijing Skysight Technology, Co., Ltd, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yan Jing","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141776","display_name":"China XD Group (China)","ror":"https://ror.org/04ceqst84","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210141776"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Jing","raw_affiliation_strings":["State Grid (Xi&#x2019;an) Environmental Protection Technology Center Company Ltd., Xi&#x2019;an, China","State Grid (Xi&#x2019;an) Environmental Protection Technology Center, Co., Ltd, Xi&#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid (Xi&#x2019;an) Environmental Protection Technology Center Company Ltd., Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210141776"]},{"raw_affiliation_string":"State Grid (Xi&#x2019;an) Environmental Protection Technology Center, Co., Ltd, Xi&#x2019;an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041411977","display_name":"Peng Han","orcid":"https://orcid.org/0000-0002-9997-8505"},"institutions":[{"id":"https://openalex.org/I2802615301","display_name":"China Aerospace Science and Technology Corporation","ror":"https://ror.org/01z8tr155","country_code":"CN","type":"government","lineage":["https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Han","raw_affiliation_strings":["Beijing Skysight Technology Company Ltd., Beijing, China","Beijing Skysight Technology, Co., Ltd, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Skysight Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2802615301"]},{"raw_affiliation_string":"Beijing Skysight Technology, Co., Ltd, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009098999","display_name":"Congqiang Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I2802615301","display_name":"China Aerospace Science and Technology Corporation","ror":"https://ror.org/01z8tr155","country_code":"CN","type":"government","lineage":["https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Congqiang Hou","raw_affiliation_strings":["Beijing Skysight Technology Company Ltd., Beijing, China","Beijing Skysight Technology, Co., Ltd, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-3499-4054","affiliations":[{"raw_affiliation_string":"Beijing Skysight Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2802615301"]},{"raw_affiliation_string":"Beijing Skysight Technology, Co., Ltd, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.7437,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71527266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"12","issue":null,"first_page":"188102","last_page":"188113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9621999859809875,"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"}},"topics":[{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9621999859809875,"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/remote-sensing","display_name":"Remote sensing","score":0.7471166849136353},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6238476037979126},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.496399462223053},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.48536717891693115},{"id":"https://openalex.org/keywords/atmospheric-model","display_name":"Atmospheric model","score":0.4150431156158447},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39929866790771484},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3991163969039917},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.2864586114883423},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15684807300567627},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.121329665184021}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7471166849136353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6238476037979126},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.496399462223053},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.48536717891693115},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.4150431156158447},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39929866790771484},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3991163969039917},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2864586114883423},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15684807300567627},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.121329665184021}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3515205","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3515205","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:aa2a6b95bb0d47a581d8470b6a579856","is_oa":true,"landing_page_url":"https://doaj.org/article/aa2a6b95bb0d47a581d8470b6a579856","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 188102-188113 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3515205","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3515205","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5573187781","display_name":null,"funder_award_id":"5226KY23000D","funder_id":"https://openalex.org/F4320335984","funder_display_name":"Science and Technology Foundation of State Grid Corporation of China"},{"id":"https://openalex.org/G8036852671","display_name":null,"funder_award_id":"54Z5ZC220001","funder_id":"https://openalex.org/F4320335984","funder_display_name":"Science and Technology Foundation of State Grid Corporation of China"}],"funders":[{"id":"https://openalex.org/F4320335984","display_name":"Science and Technology Foundation of State Grid Corporation of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2133003941","https://openalex.org/W2133059825","https://openalex.org/W2774320778","https://openalex.org/W2799406003","https://openalex.org/W2963840672","https://openalex.org/W2968773978","https://openalex.org/W2999453397","https://openalex.org/W3005928150","https://openalex.org/W3025007558","https://openalex.org/W3037074658","https://openalex.org/W3039933637","https://openalex.org/W3045606376","https://openalex.org/W3155150792","https://openalex.org/W3159080478","https://openalex.org/W3177490208","https://openalex.org/W3213954057","https://openalex.org/W4205687832","https://openalex.org/W4210478740","https://openalex.org/W4213052296","https://openalex.org/W4213118873","https://openalex.org/W4282942755","https://openalex.org/W4289752563","https://openalex.org/W4295789108","https://openalex.org/W4304127774","https://openalex.org/W4306317017","https://openalex.org/W4308159485","https://openalex.org/W4308379969","https://openalex.org/W4367677075","https://openalex.org/W4379231027","https://openalex.org/W4385840323","https://openalex.org/W4387801729","https://openalex.org/W4390873228","https://openalex.org/W4392377359"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W4252699458","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756"],"abstract_inverted_index":{"Identifying":[0],"wildfire":[1,137],"burned":[2,138],"areas":[3],"using":[4,63],"satellite":[5,21,65],"images":[6,22,66],"is":[7,27,38,67,107,159,180,186],"significant":[8],"for":[9,29,59],"effectively":[10],"monitoring":[11,31],"the":[12,49,110,115,130,172,183,191,194,198],"status":[13],"of":[14,19,32,133,144,149,162,174,197],"forests.":[15],"The":[16,78,122,157],"full":[17],"utilization":[18],"multi-source":[20,64],"that":[23],"provide":[24],"complementary":[25,87],"information":[26,88],"beneficial":[28],"accurate":[30],"Forest-Burned":[33],"Area":[34],"(FBA),":[35],"which,":[36],"however,":[37],"ignored":[39],"by":[40,48,166],"many":[41],"current":[42],"studies.":[43],"In":[44],"this":[45],"paper,":[46],"inspired":[47],"Residual-based":[50],"U-Net":[51],"(RU-Net),":[52],"an":[53,75,141],"innovative":[54],"deep":[55],"learning-based":[56],"model,":[57],"DARU-Net,":[58],"FBA":[60],"Identification":[61],"(FBAI)":[62],"presented":[68],"based":[69],"on":[70,119,125],"a":[71,82,101,147],"dual-path":[72,83,175],"mechanism":[73,84],"and":[74,96,146,193],"attention":[76,103],"module.":[77,177],"proposed":[79,199],"DARU-Net":[80,134,158],"employs":[81],"to":[85,117,171,188],"mine":[86],"from":[89],"Sentinel-1":[90],"Synthetic":[91],"Aperture":[92],"Radar":[93],"(SAR)":[94],"image":[95],"Sentinel-2":[97],"optical":[98],"image.":[99],"Besides,":[100,178],"channel-spatial":[102],"residual":[104],"(CSAR)":[105],"module":[106,185],"embedded":[108],"into":[109],"network,":[111],"aiming":[112],"at":[113],"helping":[114],"network":[116],"focus":[118],"useful":[120],"information.":[121],"experimental":[123],"results":[124],"benchmark":[126],"FBAI":[127],"datasets":[128],"demonstrate":[129],"good":[131],"performance":[132],"in":[135],"identifying":[136,164],"areas,":[139],"with":[140],"overall":[142],"accuracy":[143],"93.14%":[145],"F-score":[148],"83.01%,":[150],"outperformed":[151],"some":[152],"widely-used":[153],"U-Net-based":[154],"detection":[155],"models.":[156],"more":[160],"capable":[161],"accurately":[163],"FBAs":[165],"preserving":[167],"geometrical":[168],"details":[169],"due":[170],"use":[173],"integration":[176],"it":[179],"found":[181],"that,":[182],"CSAR":[184],"helpful":[187],"promote":[189],"both":[190],"precision":[192],"training":[195],"efficiency":[196],"model.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
