{"id":"https://openalex.org/W4399581150","doi":"https://doi.org/10.3390/rs16122125","title":"Landslide Hazard Analysis Combining BGA-Net-Based Landslide Susceptibility Perception and Small Baseline Subset Interferometric Synthetic Aperture Radar in the Baige Section in the Upper Reaches of Jinsha River","display_name":"Landslide Hazard Analysis Combining BGA-Net-Based Landslide Susceptibility Perception and Small Baseline Subset Interferometric Synthetic Aperture Radar in the Baige Section in the Upper Reaches of Jinsha River","publication_year":2024,"publication_date":"2024-06-12","ids":{"openalex":"https://openalex.org/W4399581150","doi":"https://doi.org/10.3390/rs16122125"},"language":"en","primary_location":{"id":"doi:10.3390/rs16122125","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16122125","pdf_url":"https://www.mdpi.com/2072-4292/16/12/2125/pdf?version=1718187457","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/12/2125/pdf?version=1718187457","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101377548","display_name":"Leyi Su","orcid":null},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leyi Su","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences (Beijing), Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014482586","display_name":"Liang Zhang","orcid":"https://orcid.org/0000-0002-1966-0864"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhang","raw_affiliation_strings":["Frontiers Science Centre for Deep-Time Digital Earth, China University of Geosciences (Beijing), Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"Frontiers Science Centre for Deep-Time Digital Earth, China University of Geosciences (Beijing), Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109735624","display_name":"Yuannan Gui","orcid":null},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuannan Gui","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences (Beijing), Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100773031","display_name":"Yan Li","orcid":"https://orcid.org/0000-0001-9909-1675"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Li","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences (Beijing), Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100410702","display_name":"Zhi Zhang","orcid":"https://orcid.org/0000-0003-0249-1678"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Zhang","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences (Beijing), Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100777701","display_name":"Lu Xu","orcid":"https://orcid.org/0000-0003-3944-2175"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Xu","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences (Beijing), Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025493288","display_name":"Dongping Ming","orcid":"https://orcid.org/0000-0002-3422-7399"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dongping Ming","raw_affiliation_strings":["Frontiers Science Centre for Deep-Time Digital Earth, China University of Geosciences (Beijing), Beijing 100083, China","School of Information Engineering, China University of Geosciences (Beijing), Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"Frontiers Science Centre for Deep-Time Digital Earth, China University of Geosciences (Beijing), Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]},{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences (Beijing), Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5025493288"],"corresponding_institution_ids":["https://openalex.org/I3125743391"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.3926,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83928887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"16","issue":"12","first_page":"2125","last_page":"2125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10535","display_name":"Landslides and related hazards","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10644","display_name":"Cryospheric studies and observations","score":0.9966999888420105,"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.7013038992881775},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5945130586624146},{"id":"https://openalex.org/keywords/interferometric-synthetic-aperture-radar","display_name":"Interferometric synthetic aperture radar","score":0.5442521572113037},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5415677428245544},{"id":"https://openalex.org/keywords/hazard","display_name":"Hazard","score":0.4709742069244385},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4624282419681549},{"id":"https://openalex.org/keywords/geologic-hazards","display_name":"Geologic hazards","score":0.4337003827095032},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.26683372259140015}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.7013038992881775},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5945130586624146},{"id":"https://openalex.org/C22286887","wikidata":"https://www.wikidata.org/wiki/Q1666056","display_name":"Interferometric synthetic aperture radar","level":3,"score":0.5442521572113037},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5415677428245544},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.4709742069244385},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4624282419681549},{"id":"https://openalex.org/C173420294","wikidata":"https://www.wikidata.org/wiki/Q3743627","display_name":"Geologic hazards","level":3,"score":0.4337003827095032},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.26683372259140015},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16122125","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16122125","pdf_url":"https://www.mdpi.com/2072-4292/16/12/2125/pdf?version=1718187457","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8bec2af72688484b9d762be90637ab48","is_oa":true,"landing_page_url":"https://doaj.org/article/8bec2af72688484b9d762be90637ab48","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 12, p 2125 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16122125","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16122125","pdf_url":"https://www.mdpi.com/2072-4292/16/12/2125/pdf?version=1718187457","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.7900000214576721}],"awards":[{"id":"https://openalex.org/G2483331581","display_name":null,"funder_award_id":"2652023001","funder_id":"https://openalex.org/F4320321132","funder_display_name":"China University of Geosciences, Beijing"},{"id":"https://openalex.org/G5923505364","display_name":null,"funder_award_id":"42371379","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/F4320321132","display_name":"China University of Geosciences, Beijing","ror":"https://ror.org/04q6c7p66"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399581150.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1191527691","https://openalex.org/W1983676031","https://openalex.org/W2012118327","https://openalex.org/W2026225462","https://openalex.org/W2064225825","https://openalex.org/W2152657318","https://openalex.org/W2269516007","https://openalex.org/W2334450529","https://openalex.org/W2361505417","https://openalex.org/W2417137833","https://openalex.org/W2565656421","https://openalex.org/W2622828109","https://openalex.org/W2891131583","https://openalex.org/W2921026324","https://openalex.org/W3154456184","https://openalex.org/W3186061382","https://openalex.org/W4285729790","https://openalex.org/W4289521607","https://openalex.org/W4306684443","https://openalex.org/W4308869318","https://openalex.org/W4313316205","https://openalex.org/W4319844614","https://openalex.org/W4327980498","https://openalex.org/W4386144946","https://openalex.org/W4386838263","https://openalex.org/W4388538576","https://openalex.org/W4391450237","https://openalex.org/W4392239462","https://openalex.org/W6845653386"],"related_works":["https://openalex.org/W3206958763","https://openalex.org/W2737009688","https://openalex.org/W2159160885","https://openalex.org/W2148958581","https://openalex.org/W2616275900","https://openalex.org/W2389665785","https://openalex.org/W2622291647","https://openalex.org/W2614231491","https://openalex.org/W2387813788","https://openalex.org/W2369681816"],"abstract_inverted_index":{"The":[0,76,95,135,154],"geological":[1,32,128],"and":[2,145,149,180],"topographic":[3],"conditions":[4],"in":[5,24,140],"the":[6,10,81,85,89,92,110,126,157,170,177],"upper":[7,82],"reaches":[8,83],"of":[9,18,31,84,91],"Jinsha":[11,86],"River":[12],"are":[13],"intricate,":[14],"with":[15,68,161,165],"frequent":[16],"occurrences":[17],"landslides.":[19],"Landslide":[20],"Susceptibility":[21],"Prediction":[22],"(LSP)":[23],"this":[25],"area":[26,78],"is":[27,159],"a":[28,43,50,132,141],"crucial":[29],"aspect":[30],"disaster":[33],"risk":[34,130,152],"management.":[35],"This":[36],"study":[37,77],"constructs":[38],"an":[39,105],"LSP":[40,102],"model":[41,97,173],"using":[42],"Convolutional":[44],"Neural":[45],"Network":[46],"(CNN)":[47],"based":[48],"on":[49],"Bilateral":[51],"Aggregation":[52],"Guidance":[53],"(BAG)":[54],"strategy,":[55],"termed":[56],"BGA-Net.":[57],"A":[58],"comprehensive":[59],"landslide":[60,65],"hazard":[61,129],"analysis,":[62],"integrating":[63],"static":[64],"susceptibility":[66],"zonation":[67],"dynamic":[69,127],"surface":[70],"deformation":[71],"monitoring,":[72],"was":[73,80,98,120],"therefore":[74],"conducted.":[75],"selected":[79],"River,":[87],"particularly":[88],"site":[90],"Baige":[93],"landslide.":[94],"BGA-Net":[96],"first":[99],"proposed":[100],"for":[101],"generation,":[103],"achieving":[104],"accuracy":[106],"exceeding":[107],"85%,":[108],"while":[109],"Small":[111],"Baseline":[112],"Subset":[113],"Interferometric":[114],"Synthetic":[115],"Aperture":[116],"Radar":[117],"(SBAS-InSAR)":[118],"technology":[119],"jointly":[121],"applied":[122],"to":[123,147],"comprehensively":[124],"analyze":[125],"at":[131],"regional":[133],"scale.":[134],"final":[136],"results":[137,155],"were":[138],"presented":[139],"lookup":[142],"table":[143],"format":[144],"mapped":[146],"delineate":[148],"grade":[150],"each":[151],"level.":[153],"show":[156],"method":[158],"practical,":[160],"high":[162],"feasibility.":[163],"Compared":[164],"traditional":[166],"machine":[167],"learning":[168],"methods,":[169],"BGA-strategy-oriented":[171],"CNN":[172],"more":[174],"effectively":[175],"differentiated":[176],"extremely":[178,181],"low-":[179],"high-susceptibility":[182],"areas,":[183],"enhancing":[184],"decision-making":[185],"processes.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}