{"id":"https://openalex.org/W4396680498","doi":"https://doi.org/10.1109/tgrs.2024.3397797","title":"LiST-Net: Enhanced Flood Mapping With Lightweight SAR Transformer Network and Dimension-Wise Attention","display_name":"LiST-Net: Enhanced Flood Mapping With Lightweight SAR Transformer Network and Dimension-Wise Attention","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396680498","doi":"https://doi.org/10.1109/tgrs.2024.3397797"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3397797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3397797","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","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/A5024362096","display_name":"Tamer Saleh","orcid":"https://orcid.org/0000-0001-8293-7320"},"institutions":[{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN","EG"],"is_corresponding":false,"raw_author_name":"Tamer Saleh","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University, Wuhan, China","Geomatics Engineering Department, Faculty of Engineering at Shoubra, Benha University, Cairo, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-8293-7320","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]},{"raw_affiliation_string":"Geomatics Engineering Department, Faculty of Engineering at Shoubra, Benha University, Cairo, Egypt","institution_ids":["https://openalex.org/I207547235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092105272","display_name":"Shimaa Holail","orcid":"https://orcid.org/0000-0003-4870-3314"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shimaa Holail","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-4870-3314","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101584444","display_name":"Mohamed Zahran","orcid":"https://orcid.org/0009-0007-4858-3128"},"institutions":[{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed Zahran","raw_affiliation_strings":["Geomatics Engineering Department, Faculty of Engineering at Shoubra, Benha University, Cairo, Egypt"],"raw_orcid":"https://orcid.org/0009-0007-4858-3128","affiliations":[{"raw_affiliation_string":"Geomatics Engineering Department, Faculty of Engineering at Shoubra, Benha University, Cairo, Egypt","institution_ids":["https://openalex.org/I207547235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086797639","display_name":"Xiongwu Xiao","orcid":"https://orcid.org/0000-0002-3035-7727"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiongwu Xiao","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-3035-7727","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073032922","display_name":"Gui-Song Xia","orcid":"https://orcid.org/0000-0001-7660-6090"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gui-Song Xia","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-7660-6090","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.4887,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.95537379,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","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"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","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/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9901000261306763,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.823083758354187},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.6755461692810059},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.5355387330055237},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.509591817855835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4689806401729584},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4305740296840668},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4287516474723816},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.41585463285446167},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41099196672439575},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38447105884552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.823083758354187},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.6755461692810059},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.5355387330055237},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.509591817855835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4689806401729584},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4305740296840668},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4287516474723816},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.41585463285446167},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41099196672439575},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38447105884552},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3397797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3397797","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G3786815423","display_name":null,"funder_award_id":"42101449","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3965009956","display_name":null,"funder_award_id":"U22B2011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4479704874","display_name":null,"funder_award_id":"2023YFB3906102","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8006693040","display_name":null,"funder_award_id":"2022CFB773","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2015780366","https://openalex.org/W2107170853","https://openalex.org/W2118116484","https://openalex.org/W2130433668","https://openalex.org/W2144552105","https://openalex.org/W2158340226","https://openalex.org/W2160544350","https://openalex.org/W2529419676","https://openalex.org/W2803219356","https://openalex.org/W2891248708","https://openalex.org/W2951991161","https://openalex.org/W2968065858","https://openalex.org/W3027225766","https://openalex.org/W3036616251","https://openalex.org/W3120467244","https://openalex.org/W3130754787","https://openalex.org/W3133438312","https://openalex.org/W3152083889","https://openalex.org/W3175499218","https://openalex.org/W3179303890","https://openalex.org/W3180045188","https://openalex.org/W3199538063","https://openalex.org/W3207889202","https://openalex.org/W3212886268","https://openalex.org/W3215100961","https://openalex.org/W3216244838","https://openalex.org/W4225648150","https://openalex.org/W4226066651","https://openalex.org/W4226228401","https://openalex.org/W4280568747","https://openalex.org/W4287148292","https://openalex.org/W4296473474","https://openalex.org/W4300961284","https://openalex.org/W4308722547","https://openalex.org/W4312095893","https://openalex.org/W4312549298","https://openalex.org/W4315705623","https://openalex.org/W4318766188","https://openalex.org/W4319596959","https://openalex.org/W4366201435","https://openalex.org/W4378696631","https://openalex.org/W4379258831","https://openalex.org/W4379620517","https://openalex.org/W4380635001","https://openalex.org/W4382407498","https://openalex.org/W4384162032","https://openalex.org/W4385574936","https://openalex.org/W4385696264","https://openalex.org/W4387475649","https://openalex.org/W4387682128","https://openalex.org/W4387682312","https://openalex.org/W4387917939","https://openalex.org/W4389104771","https://openalex.org/W4389104779","https://openalex.org/W6766978945","https://openalex.org/W6853112956","https://openalex.org/W6995346029"],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W2142795561","https://openalex.org/W2394377911","https://openalex.org/W4205302943","https://openalex.org/W63519562","https://openalex.org/W3020755331","https://openalex.org/W2561132942","https://openalex.org/W2593813247"],"abstract_inverted_index":{"Detecting":[0],"flood-induced":[1],"changes":[2,22],"using":[3],"synthetic":[4],"aperture":[5],"radar":[6],"(SAR)":[7],"is":[8,92,115,133,162],"crucial":[9],"for":[10,212],"crisis":[11],"management":[12],"and":[13,43,102,150,170,186,201,214],"damage":[14],"assessment.":[15],"Nevertheless,":[16],"current":[17],"methodologies":[18],"predominantly":[19],"focus":[20],"on":[21,164,192],"in":[23,49,57,184,190,222],"buildings":[24],"within":[25,105,219],"optical":[26],"images,":[27],"struggling":[28],"with":[29,73,196],"the":[30,87,106,109,152,193,229],"complex":[31],"structures":[32,36],"of":[33,99,154,160,217,228],"floods.":[34],"These":[35,52],"are":[37,44],"marked":[38],"by":[39,46],"widespread":[40],"speckle":[41],"noise":[42,137],"accompanied":[45],"an":[47,127,187],"increase":[48],"computational":[50,120,198],"cost.":[51],"challenges":[53],"hinder":[54],"their":[55],"success":[56],"real-world":[58,223],"applications,":[59],"necessitating":[60],"a":[61,68,139,181,209],"novel":[62],"approach.":[63],"This":[64,205],"paper":[65],"proposes":[66],"LiST-Net,":[67],"lightweight":[69],"SAR":[70,220],"transformer":[71],"network":[72],"dimension-wise":[74,110],"attention":[75,112],"to":[76,94,117,135,147],"improve":[77],"flood":[78,166],"detection":[79,167],"accuracy.":[80],"LiST-Net":[81,161,176,207],"offers":[82],"three":[83],"key":[84],"advantages.":[85],"Firstly,":[86],"graph":[88],"neighbor":[89],"module":[90,114,131],"(GNM)":[91],"designed":[93],"enhance":[95],"both":[96],"detailed":[97],"information":[98,146],"neighboring":[100],"pixels":[101],"multi-date":[103],"features":[104],"encoder.":[107],"Secondly,":[108],"interactive":[111],"(DIA)":[113],"proposed":[116],"effectively":[118],"reduce":[119],"complexity":[121],"while":[122],"enhancing":[123],"feature":[124],"representation.":[125],"Thirdly,":[126],"attentive":[128],"supervised":[129],"learning":[130],"(ASLM)":[132],"incorporated":[134],"mitigate":[136],"through":[138,149],"pixel":[140],"mask":[141],"gate,":[142],"allowing":[143],"change":[144],"water":[145,155],"pass":[148],"improving":[151],"accuracy":[153],"edge":[156],"delineation.":[157],"The":[158],"effectiveness":[159],"evaluated":[163],"two":[165],"datasets,":[168,195],"S1GFloods":[169,194],"ETCI-2021.":[171],"Experimental":[172],"results":[173],"demonstrate":[174],"that":[175],"outperforms":[177],"existing":[178],"methods,":[179],"showcasing":[180],"94.7%":[182],"improvement":[183],"F1":[185],"88.7%":[188],"enhancement":[189],"IoU":[191],"lower":[197],"costs":[199],"(11.78G)":[200],"fewer":[202],"parameters":[203],"(7.34M).":[204],"underscores":[206],"as":[208],"promising":[210],"strategy":[211],"precise":[213],"effective":[215],"mapping":[216],"floods":[218],"images":[221],"applications.":[224],"A":[225],"public":[226],"release":[227],"demo":[230],"code":[231],"will":[232],"be":[233],"available":[234],"at":[235],"https://github.com/Tamer-Saleh.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
