{"id":"https://openalex.org/W4293149953","doi":"https://doi.org/10.1080/17538947.2022.2036834","title":"Mapping mountain glaciers using an improved U-Net model with cSE","display_name":"Mapping mountain glaciers using an improved U-Net model with cSE","publication_year":2022,"publication_date":"2022-02-22","ids":{"openalex":"https://openalex.org/W4293149953","doi":"https://doi.org/10.1080/17538947.2022.2036834"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2022.2036834","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2022.2036834","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2022.2036834?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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/10.1080/17538947.2022.2036834?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109594079","display_name":"Suzheng Tian","orcid":null},"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":"Suzheng Tian","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, People\u2019s Republic of China","School of Computer Science, China University of Geosciences, Wuhan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085056163","display_name":"Yusen Dong","orcid":"https://orcid.org/0000-0002-6424-0623"},"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":"Yusen Dong","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, People\u2019s Republic of China","School of Computer Science, China University of Geosciences, Wuhan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053931437","display_name":"Ruyi Feng","orcid":"https://orcid.org/0000-0002-5709-690X"},"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":"Ruyi Feng","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, People\u2019s Republic of China","School of Computer Science, China University of Geosciences, Wuhan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074098507","display_name":"Dong Liang","orcid":"https://orcid.org/0000-0001-9147-7792"},"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/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]},{"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"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4405265946","display_name":"International Research Center of Big Data for Sustainable Development Goals","ror":"https://ror.org/027n0k361","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I19820366","https://openalex.org/I4405265946"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dong Liang","raw_affiliation_strings":["International Research Center of Big Data for Sustainable Development Goals, Beijing, People\u2019s Republic of China","Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, People\u2019s Republic of China","University of Chinese Academy of Sciences, Chinese Academy of Sciences, Beijing, People\u2019s Republic of China","University of Chinese Academy of Sciences, Chinese Academy of Sciences, Beijing, People's Republic of China","International Research Center of Big Data for Sustainable Development Goals, Beijing, People's Republic of China","Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-9147-7792","affiliations":[{"raw_affiliation_string":"International Research Center of Big Data for Sustainable Development Goals, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210096250","https://openalex.org/I4405265946"]},{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Chinese Academy of Sciences, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"International Research Center of Big Data for Sustainable Development Goals, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210096250","https://openalex.org/I4405265946"]},{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009116003","display_name":"Lizhe Wang","orcid":"https://orcid.org/0000-0003-2766-0845"},"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":"Lizhe Wang","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, People\u2019s Republic of China","School of Computer Science, China University of Geosciences, Wuhan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074098507"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210096250","https://openalex.org/I4210137199","https://openalex.org/I4210165038","https://openalex.org/I4405265946"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":2.217,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.87618446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"15","issue":"1","first_page":"463","last_page":"477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":1.0,"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/T10644","display_name":"Cryospheric studies and observations","score":1.0,"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/T11333","display_name":"Climate change and permafrost","score":0.9975000023841858,"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/T11459","display_name":"Arctic and Antarctic ice dynamics","score":0.9939000010490417,"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/glacier","display_name":"Glacier","score":0.9039736986160278},{"id":"https://openalex.org/keywords/shuttle-radar-topography-mission","display_name":"Shuttle Radar Topography Mission","score":0.9031598567962646},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.7678698897361755},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.516985297203064},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5084582567214966},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.42591068148612976},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.3389289677143097},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2667503356933594}],"concepts":[{"id":"https://openalex.org/C100834320","wikidata":"https://www.wikidata.org/wiki/Q35666","display_name":"Glacier","level":2,"score":0.9039736986160278},{"id":"https://openalex.org/C184149073","wikidata":"https://www.wikidata.org/wiki/Q965136","display_name":"Shuttle Radar Topography Mission","level":3,"score":0.9031598567962646},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.7678698897361755},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.516985297203064},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5084582567214966},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.42591068148612976},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.3389289677143097},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2667503356933594}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17538947.2022.2036834","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2022.2036834","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2022.2036834?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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:81523905332b487db5ff53631b805619","is_oa":false,"landing_page_url":"https://doaj.org/article/81523905332b487db5ff53631b805619","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 15, Iss 1, Pp 463-477 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2022.2036834","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2022.2036834","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2022.2036834?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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4846010677","display_name":null,"funder_award_id":"41925007, U1711266","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":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293149953.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1538661701","https://openalex.org/W1901129140","https://openalex.org/W1976700493","https://openalex.org/W1985076527","https://openalex.org/W1988705811","https://openalex.org/W2017638691","https://openalex.org/W2024695456","https://openalex.org/W2043728583","https://openalex.org/W2063964773","https://openalex.org/W2067349434","https://openalex.org/W2071475837","https://openalex.org/W2093936554","https://openalex.org/W2108424583","https://openalex.org/W2114727579","https://openalex.org/W2116564120","https://openalex.org/W2125368795","https://openalex.org/W2128317036","https://openalex.org/W2150680082","https://openalex.org/W2169903760","https://openalex.org/W2263420555","https://openalex.org/W2412588858","https://openalex.org/W2412782625","https://openalex.org/W2467909254","https://openalex.org/W2592962403","https://openalex.org/W2796065709","https://openalex.org/W2807778988","https://openalex.org/W2901464108","https://openalex.org/W2914411150","https://openalex.org/W2963794428","https://openalex.org/W2963881378","https://openalex.org/W2982461770","https://openalex.org/W2990641522","https://openalex.org/W3022043513","https://openalex.org/W3049016040","https://openalex.org/W3061415658","https://openalex.org/W3092246203","https://openalex.org/W3092668659","https://openalex.org/W3106860957","https://openalex.org/W3115319128","https://openalex.org/W3134034114"],"related_works":["https://openalex.org/W2011460488","https://openalex.org/W2055954178","https://openalex.org/W3161754348","https://openalex.org/W4294970007","https://openalex.org/W2469485159","https://openalex.org/W3133813888","https://openalex.org/W3093283807","https://openalex.org/W2246795038","https://openalex.org/W2027476449","https://openalex.org/W2079590773"],"abstract_inverted_index":{"Global":[0],"warming":[1],"is":[2],"melting":[3],"glaciers.":[4,67],"Changes":[5],"in":[6,45,50,96],"mountain":[7],"glaciers":[8,21,40,95,108],"have":[9,35],"a":[10,81],"tremendous":[11],"impact":[12],"on":[13,72,94],"human":[14],"life.":[15],"Regular":[16],"identification":[17,47],"and":[18,41,80,91,116],"extraction":[19],"of":[20,53],"from":[22],"satellite":[23],"images":[24],"are":[25,42],"necessary.":[26],"However,":[27],"when":[28],"studying":[29],"glaciers,":[30],"materials":[31],"surrounding":[32],"the":[33,46,97,104,124],"glacier":[34,54],"high":[36,111],"spectral":[37],"similarity":[38],"to":[39,65,114],"easily":[43],"misclassified":[44],"process.":[48],"Therefore,":[49],"this":[51],"study":[52],"extraction,":[55],"we":[56],"used":[57],"an":[58],"improved":[59],"U-Net":[60,106,115],"model":[61,69,89],"(a":[62],"channel-attention":[63,105],"U-Net)":[64],"map":[66],"The":[68,100,118],"was":[70,92],"trained":[71],"Landsat":[73],"8":[74],"Operational":[75],"Land":[76],"Imager":[77],"(OLI)":[78],"data":[79],"Shuttle":[82],"Radar":[83],"Topography":[84],"Mission":[85],"(SRTM)":[86],"digital":[87],"elevation":[88],"(DEM),":[90],"tested":[93],"Pamir":[98],"Plateau.":[99],"results":[101,120],"show":[102],"that":[103],"identifies":[107],"with":[109],"relatively":[110],"accuracy":[112],"compared":[113],"GlacierNet.":[117],"obtained":[119],"were":[121],"fine-tuned":[122],"by":[123],"conditional":[125],"random":[126],"field":[127],"model,":[128],"effectively":[129],"reducing":[130],"background":[131],"misidentification.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}
