{"id":"https://openalex.org/W4412404133","doi":"https://doi.org/10.1109/jstars.2025.3587896","title":"A Fine Agricultural Flood Segmentation Model for HJ-2E S-Band SAR Data","display_name":"A Fine Agricultural Flood Segmentation Model for HJ-2E S-Band SAR Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412404133","doi":"https://doi.org/10.1109/jstars.2025.3587896"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3587896","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3587896","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://doi.org/10.1109/jstars.2025.3587896","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102557026","display_name":"Mingyang Song","orcid":null},"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/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingyang Song","raw_affiliation_strings":["Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049052278","display_name":"Lu Xu","orcid":"https://orcid.org/0000-0003-2508-6800"},"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/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Xu","raw_affiliation_strings":["Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2508-6800","affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042480468","display_name":"Nanhuanuowa Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I204710742","display_name":"Ministry of Ecology and Environment","ror":"https://ror.org/04gwbew76","country_code":"CN","type":"government","lineage":["https://openalex.org/I204710742"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nanhuanuowa Zhu","raw_affiliation_strings":["Satellite Application Center for Ecology and Environment, Ministry of Ecology and Environment, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0006-4136-5366","affiliations":[{"raw_affiliation_string":"Satellite Application Center for Ecology and Environment, Ministry of Ecology and Environment, Beijing, China","institution_ids":["https://openalex.org/I204710742"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075682905","display_name":"Zihuan Guo","orcid":null},"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/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihuan Guo","raw_affiliation_strings":["Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025636469","display_name":"Haoxuan Duan","orcid":"https://orcid.org/0009-0001-6975-4287"},"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/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoxuan Duan","raw_affiliation_strings":["Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-6975-4287","affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063179300","display_name":"Jiahua Teng","orcid":null},"institutions":[{"id":"https://openalex.org/I204710742","display_name":"Ministry of Ecology and Environment","ror":"https://ror.org/04gwbew76","country_code":"CN","type":"government","lineage":["https://openalex.org/I204710742"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahua Teng","raw_affiliation_strings":["Satellite Application Center for Ecology and Environment, Ministry of Ecology and Environment, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Satellite Application Center for Ecology and Environment, Ministry of Ecology and Environment, Beijing, China","institution_ids":["https://openalex.org/I204710742"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100725817","display_name":"Lei Xia","orcid":"https://orcid.org/0000-0003-3640-2063"},"institutions":[{"id":"https://openalex.org/I204710742","display_name":"Ministry of Ecology and Environment","ror":"https://ror.org/04gwbew76","country_code":"CN","type":"government","lineage":["https://openalex.org/I204710742"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Lei","raw_affiliation_strings":["Satellite Application Center for Ecology and Environment, Ministry of Ecology and Environment, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Satellite Application Center for Ecology and Environment, Ministry of Ecology and Environment, Beijing, China","institution_ids":["https://openalex.org/I204710742"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066188655","display_name":"Lijun Zuo","orcid":"https://orcid.org/0000-0001-6554-0815"},"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/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Zuo","raw_affiliation_strings":["Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5102557026"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.6825,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6947963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"18","issue":null,"first_page":"19407","last_page":"19424"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.8213000297546387,"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":0.8213000297546387,"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"}},{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.7839000225067139,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.7785000205039978,"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/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.6519609689712524},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.585695743560791},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5096099376678467},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.49052900075912476},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47594642639160156},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.24369868636131287},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23015105724334717},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1257842779159546}],"concepts":[{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.6519609689712524},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.585695743560791},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5096099376678467},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.49052900075912476},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47594642639160156},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.24369868636131287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23015105724334717},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1257842779159546},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3587896","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3587896","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:ffa2edbb1e1d436283c84d5b6a6c1e2c","is_oa":true,"landing_page_url":"https://doaj.org/article/ffa2edbb1e1d436283c84d5b6a6c1e2c","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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 19407-19424 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3587896","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3587896","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G6513919824","display_name":null,"funder_award_id":"41971395","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1990258638","https://openalex.org/W2023384235","https://openalex.org/W2093537166","https://openalex.org/W2097272115","https://openalex.org/W2194775991","https://openalex.org/W2462956455","https://openalex.org/W2560023338","https://openalex.org/W2725897987","https://openalex.org/W2784203435","https://openalex.org/W2787091153","https://openalex.org/W2936361621","https://openalex.org/W2984172639","https://openalex.org/W2995256253","https://openalex.org/W2998449272","https://openalex.org/W3007268491","https://openalex.org/W3036059328","https://openalex.org/W3048034423","https://openalex.org/W3049588019","https://openalex.org/W3092879655","https://openalex.org/W3138516171","https://openalex.org/W3158508060","https://openalex.org/W3177480462","https://openalex.org/W3197374825","https://openalex.org/W4210252194","https://openalex.org/W4213019189","https://openalex.org/W4281688654","https://openalex.org/W4283658303","https://openalex.org/W4288064544","https://openalex.org/W4291652926","https://openalex.org/W4296437332","https://openalex.org/W4297006118","https://openalex.org/W4310148838","https://openalex.org/W4317566050","https://openalex.org/W4317632680","https://openalex.org/W4319915600","https://openalex.org/W4324032894","https://openalex.org/W4361285653","https://openalex.org/W4367627286","https://openalex.org/W4376154953","https://openalex.org/W4383163951","https://openalex.org/W4385541188","https://openalex.org/W4386075800","https://openalex.org/W4388380187","https://openalex.org/W4388676550","https://openalex.org/W4388756958","https://openalex.org/W4388927505","https://openalex.org/W4390873058","https://openalex.org/W4390874437","https://openalex.org/W4390874575","https://openalex.org/W4391074624","https://openalex.org/W4391376377","https://openalex.org/W4396680498","https://openalex.org/W4398132523","https://openalex.org/W4399662677","https://openalex.org/W4400863112","https://openalex.org/W4402904094","https://openalex.org/W4403258661","https://openalex.org/W4404228575","https://openalex.org/W4404453326","https://openalex.org/W4404909982","https://openalex.org/W4405303942","https://openalex.org/W4406618485","https://openalex.org/W4407252597","https://openalex.org/W4407523246","https://openalex.org/W4407574770","https://openalex.org/W4407592711","https://openalex.org/W4408609312","https://openalex.org/W6750469568","https://openalex.org/W6784333009","https://openalex.org/W6797399245","https://openalex.org/W6803524230","https://openalex.org/W6870839691","https://openalex.org/W6872311786"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4252699458"],"abstract_inverted_index":{"Synthetic":[0],"Aperture":[1],"Radar":[2],"(SAR),":[3],"with":[4,114,263],"its":[5,173],"all-weather,":[6],"all-time":[7],"observation":[8],"capabilities":[9],"and":[10,36,38,54,92,132,135,175,206,265,269,285,326,333],"unique":[11],"backscattering":[12,138],"characteristics":[13],"for":[14,23,51,65,154,210,316,330],"water":[15],"bodies,":[16],"has":[17],"become":[18],"a":[19,141,194,328],"primary":[20],"data":[21,131,288,321],"source":[22],"flood":[24,67,104,123,155,213,291,324],"mapping.":[25],"The":[26,119],"Huanjing-2":[27],"(HJ-2E),":[28],"jointly":[29],"developed":[30],"by":[31,109,261],"China's":[32],"Ministry":[33,39],"of":[34,40,208,221,254,275,283,319,335],"Ecology":[35],"Environment":[37],"Emergency":[41],"Management,":[42],"provides":[43,312],"abundant":[44],"S-band":[45,116,121,146,158,190,336],"SAR":[46,66,117,122,159,191],"data,":[47],"offering":[48],"strong":[49],"support":[50,315],"environmental":[52],"disaster":[53],"emergency":[55],"response.":[56],"While":[57],"deep":[58,111,143],"learning":[59,112,144],"methods":[60,113],"are":[61],"now":[62],"extensively":[63],"employed":[64],"segmentation":[68,124,156,292],"tasks,":[69],"existing":[70,245],"models":[71],"still":[72],"face":[73],"challenges":[74],"when":[75],"segmenting":[76],"discontinuously":[77],"distributed":[78],"small":[79],"flooded":[80,307],"areas":[81,108,214],"under":[82],"agricultural":[83,107,216,231,308,323],"environments,":[84],"including":[85,133],"insufficient":[86],"classification":[87],"accuracy,":[88],"poor":[89],"structural":[90],"integrity,":[91],"blurred":[93],"boundaries.":[94],"To":[95],"address":[96],"these":[97],"issues,":[98],"this":[99],"study":[100,311],"focuses":[101],"on":[102],"high-precision":[103],"mapping":[105],"in":[106,215,229,305,322],"integrating":[110],"HJ-2E":[115,130,320],"data.":[118,160,192],"first":[120],"dataset":[125],"is":[126,200],"constructed,":[127],"derived":[128],"from":[129,166,186],"HH":[134,284,303],"HV":[136,286,297],"dual-polarization":[137,287],"features.":[139],"Subsequently,":[140],"novel":[142],"model,":[145],"Flood":[147],"Segmentation":[148],"U-shaped":[149],"Network":[150],"(SFSUNet)":[151],"was":[152,225],"designed":[153,201],"using":[157],"SFSUNet":[161,240],"adopts":[162],"the":[163,167,177,204,219,222,238,257,281,317],"Hiera":[164],"network":[165],"visual":[168],"foundation":[169,329],"model":[170,241],"SAM2":[171],"as":[172],"backbone":[174],"integrates":[176],"adapter":[178],"module":[179],"to":[180,189,202,302],"enable":[181],"efficient":[182],"cross-domain":[183],"knowledge":[184],"transfer":[185],"natural":[187],"images":[188],"Additionally,":[193],"Full-level":[195],"Channel-Spatial":[196],"Interaction":[197],"Block":[198],"(FCSIB)":[199],"enhance":[203],"modeling":[205],"extraction":[207],"features":[209],"small,":[211],"fragmented":[212],"regions.":[217],"Finally,":[218],"effectiveness":[220],"proposed":[223,239],"method":[224,260],"validated":[226],"through":[227],"experiments":[228],"two":[230],"flood-prone":[232],"areas.":[233],"Experimental":[234],"results":[235],"demonstrated":[236],"that":[237,280],"significantly":[242],"outperformed":[243],"ten":[244],"models.":[246],"It":[247],"achieved":[248],"an":[249],"Intersection":[250],"over":[251],"Union":[252],"(IoU)":[253],"91.87%,":[255],"outperforming":[256],"best":[258],"comparative":[259],"3.15%,":[262],"precision":[264],"recall":[266],"reaching":[267],"96.41%":[268],"95.13%,":[270],"respectively.":[271],"Furthermore,":[272],"experimental":[273],"analysis":[274],"different":[276],"polarization":[277,298,304],"inputs":[278],"revealed":[279],"combination":[282],"effectively":[289],"enhanced":[290],"accuracy.":[293],"In":[294],"single-polarization":[295],"scenarios,":[296],"exhibited":[299],"superior":[300],"performance":[301],"identifying":[306],"parcels.":[309],"This":[310],"critical":[313],"technical":[314],"application":[318],"monitoring":[325],"lays":[327],"future":[331],"research":[332],"applications":[334],"SAR.":[337]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
