{"id":"https://openalex.org/W4390746878","doi":"https://doi.org/10.1080/17538947.2023.2301675","title":"Extracting urban impervious surface based on optical and SAR images cross-modal multi-scale features fusion network","display_name":"Extracting urban impervious surface based on optical and SAR images cross-modal multi-scale features fusion network","publication_year":2024,"publication_date":"2024-01-10","ids":{"openalex":"https://openalex.org/W4390746878","doi":"https://doi.org/10.1080/17538947.2023.2301675"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2023.2301675","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2023.2301675","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2023.2301675?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2023.2301675?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077683447","display_name":"Songjing Guo","orcid":"https://orcid.org/0000-0002-4164-422X"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songjing Guo","raw_affiliation_strings":["School of Geophysics and Geomatics, China University of Geosciences, Wuhan, People\u2019s Republic of China","School of Geophysics and Geomatics, China University of Geosciences, Wuhan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geophysics and Geomatics, China University of Geosciences, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Geophysics and Geomatics, China University of Geosciences, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031057588","display_name":"Wenfu Wu","orcid":"https://orcid.org/0000-0003-2525-2119"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenfu Wu","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University, Kaifeng, People\u2019s Republic of China","School of Computer and Information Engineering, Henan University, Kaifeng, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University, Kaifeng, People\u2019s Republic of China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University, Kaifeng, People's Republic of China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070629154","display_name":"Zhenfeng Shao","orcid":"https://orcid.org/0000-0003-4587-6826"},"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":"Zhenfeng Shao","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, People\u2019s Republic of China","State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"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":"funder","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, People\u2019s Republic of China","Satellite Application Center for Ecology and Environment, Ministry of Ecology and Environment, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Satellite Application Center for Ecology and Environment, Ministry of Ecology and Environment, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I204710742"]},{"raw_affiliation_string":"Satellite Application Center for Ecology and Environment, Ministry of Ecology and Environment, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I204710742"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070369693","display_name":"Deren Li","orcid":"https://orcid.org/0000-0002-7277-6356"},"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":"Deren Li","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, People\u2019s Republic of China","State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031057588"],"corresponding_institution_ids":["https://openalex.org/I173899330"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":1.7371,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81626004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"17","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10766","display_name":"Urban Heat Island Mitigation","score":0.998199999332428,"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.998199999332428,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9907000064849854,"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/impervious-surface","display_name":"Impervious surface","score":0.8145419359207153},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6251726746559143},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5728413462638855},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5322705507278442},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.48391228914260864},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.46473053097724915},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45883268117904663},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4568619728088379},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44387632608413696},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41822370886802673},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3183102607727051},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.16975852847099304}],"concepts":[{"id":"https://openalex.org/C2668921","wikidata":"https://www.wikidata.org/wiki/Q1434713","display_name":"Impervious surface","level":2,"score":0.8145419359207153},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6251726746559143},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5728413462638855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5322705507278442},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.48391228914260864},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.46473053097724915},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45883268117904663},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4568619728088379},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44387632608413696},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41822370886802673},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3183102607727051},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.16975852847099304},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17538947.2023.2301675","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2023.2301675","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2023.2301675?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3408280608e14c0c99e5f63d255b05be","is_oa":false,"landing_page_url":"https://doaj.org/article/3408280608e14c0c99e5f63d255b05be","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Digital Earth, Vol 17, Iss 1 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2023.2301675","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2023.2301675","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2023.2301675?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8500000238418579}],"awards":[{"id":"https://openalex.org/G865981699","display_name":null,"funder_award_id":"2023YFN0022","funder_id":"https://openalex.org/F4320333335","funder_display_name":"Sichuan Province Science and Technology Support Program"},{"id":"https://openalex.org/G967177310","display_name":null,"funder_award_id":"42090012","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"},{"id":"https://openalex.org/F4320333335","display_name":"Sichuan Province Science and Technology Support Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390746878.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1903029394","https://openalex.org/W1965545344","https://openalex.org/W1980871951","https://openalex.org/W1996534964","https://openalex.org/W2002469898","https://openalex.org/W2009235968","https://openalex.org/W2022841949","https://openalex.org/W2035021121","https://openalex.org/W2038819298","https://openalex.org/W2046723811","https://openalex.org/W2049759394","https://openalex.org/W2054116204","https://openalex.org/W2088890756","https://openalex.org/W2194775991","https://openalex.org/W2266902344","https://openalex.org/W2334987422","https://openalex.org/W2560023338","https://openalex.org/W2752782242","https://openalex.org/W2754395699","https://openalex.org/W2916798096","https://openalex.org/W2947400201","https://openalex.org/W2964309882","https://openalex.org/W2964808389","https://openalex.org/W2974957001","https://openalex.org/W2987801393","https://openalex.org/W2990323597","https://openalex.org/W3010761711","https://openalex.org/W3041128819","https://openalex.org/W3135445258","https://openalex.org/W3168367808","https://openalex.org/W3196904463","https://openalex.org/W4200556575","https://openalex.org/W4206678308","https://openalex.org/W4224918496","https://openalex.org/W4225257996","https://openalex.org/W4283725744","https://openalex.org/W4285195596","https://openalex.org/W4379984088"],"related_works":["https://openalex.org/W2738109983","https://openalex.org/W2364341326","https://openalex.org/W2757433404","https://openalex.org/W4254235682","https://openalex.org/W2054563345","https://openalex.org/W2520989432","https://openalex.org/W3132993209","https://openalex.org/W2159637219","https://openalex.org/W2908289967","https://openalex.org/W2271813916"],"abstract_inverted_index":{"ABSTRACTMonitoring":[0],"the":[1,14,57,72,94,110,143,149,174,184,188],"spatiotemporal":[2],"distribution":[3],"of":[4,59,152,168,177,183],"urban":[5,29,46,87,130,178],"impervious":[6,30,47,88,131,179,197],"surface":[7,31,48,132],"is":[8,140],"an":[9],"essential":[10],"indication":[11],"for":[12,86,126,129,195],"measuring":[13],"urbanization":[15],"process.":[16],"Optical":[17],"and":[18,99,103],"synthetic":[19],"aperture":[20],"radar":[21],"(SAR)":[22],"images":[23,128],"are":[24,35],"key":[25],"data":[26,42],"sources":[27],"in":[28,52,142],"extraction.":[32,133],"Because":[33],"cities":[34],"highly":[36],"heterogeneous":[37],"scenes,":[38],"using":[39],"a":[40,50,60,113,118,158],"single":[41],"source":[43],"to":[44,56,68,146,164],"extract":[45],"encounters":[49],"bottleneck":[51],"accuracy":[53],"enhancement":[54],"due":[55],"limitation":[58],"single-modal":[61],"feature":[62],"representation,":[63],"which":[64],"can":[65],"be":[66],"helped":[67],"overcome":[69],"by":[70,83],"fusing":[71],"two":[73],"data.":[74],"However,":[75],"existing":[76],"researches":[77],"have":[78],"primarily":[79],"done":[80],"fusion":[81,122,137,161],"directly":[82],"layer":[84],"stacking":[85],"surface,":[89],"without":[90],"taking":[91,171],"into":[92,172],"account":[93,173],"modal":[95],"differences":[96],"between":[97,109],"optical":[98],"SAR":[100],"(optical-SAR)":[101],"images,":[102,170],"thus":[104],"cannot":[105],"better":[106],"realize":[107],"complementarity":[108],"two.":[111],"As":[112],"result,":[114],"this":[115],"study":[116],"proposes":[117],"cross-modal":[119,135],"multi-scale":[120,159,166,175],"features":[121,136,160,167],"segmentation":[123],"network":[124],"(CMFFNet)":[125],"optical-SAR":[127,153,169],"A":[134],"(CMFF)":[138],"module":[139,163],"designed":[141],"proposed":[144,189],"CMFFNet":[145,190],"fully":[147],"exploit":[148],"complementary":[150],"information":[151],"images.":[154],"Additionally,":[155],"we":[156],"propose":[157],"(MSFF)":[162],"fuse":[165],"characteristics":[176],"surface.":[180,198],"The":[181],"results":[182],"experiments":[185],"demonstrate":[186],"that":[187],"outperforms":[191],"current":[192],"mainstream":[193],"methods":[194],"extracting":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
