{"id":"https://openalex.org/W4410799361","doi":"https://doi.org/10.1080/17538947.2025.2509857","title":"Validating and enhancing data-driven landslide susceptibility prediction by model explanation and MT-InSAR techniques","display_name":"Validating and enhancing data-driven landslide susceptibility prediction by model explanation and MT-InSAR techniques","publication_year":2025,"publication_date":"2025-05-28","ids":{"openalex":"https://openalex.org/W4410799361","doi":"https://doi.org/10.1080/17538947.2025.2509857"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2025.2509857","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2509857","pdf_url":null,"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://doi.org/10.1080/17538947.2025.2509857","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110437155","display_name":"Miao Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I1320354487","display_name":"Target (United States)","ror":"https://ror.org/05mkyac79","country_code":"US","type":"company","lineage":["https://openalex.org/I1320354487"]},{"id":"https://openalex.org/I4210148107","display_name":"Space Engineering University","ror":"https://ror.org/04rj1td02","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148107"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Miao Yu","raw_affiliation_strings":["National Key Laboratory of Space Target Awareness","Space Engineering University","Department of Space Information, Space Engineering University, Beijing, People's Republic of China","National Key Laboratory of Space Target Awareness, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Space Target Awareness","institution_ids":["https://openalex.org/I1320354487"]},{"raw_affiliation_string":"Space Engineering University","institution_ids":["https://openalex.org/I4210148107"]},{"raw_affiliation_string":"Department of Space Information, Space Engineering University, Beijing, People's Republic of China","institution_ids":[]},{"raw_affiliation_string":"National Key Laboratory of Space Target Awareness, Beijing, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025286398","display_name":"Li Chen","orcid":"https://orcid.org/0000-0002-7275-4560"},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Li Chen","raw_affiliation_strings":["Chengdu University of Technology","State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Technology","institution_ids":["https://openalex.org/I31595395"]},{"raw_affiliation_string":"State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu, People's Republic of China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078542442","display_name":"Xuanmei Fan","orcid":"https://orcid.org/0000-0003-1049-6356"},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanmei Fan","raw_affiliation_strings":["Chengdu University of Technology","State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Technology","institution_ids":["https://openalex.org/I31595395"]},{"raw_affiliation_string":"State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu, People's Republic of China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081486308","display_name":"Peifeng Ma","orcid":"https://orcid.org/0000-0002-1457-5388"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peifeng Ma","raw_affiliation_strings":["The Chinese University of Hong Kong","Department of Geography and Resource Management, The Chinese University of Hong Kong, Hong Kong, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Geography and Resource Management, The Chinese University of Hong Kong, Hong Kong, People's Republic of China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101660047","display_name":"Shaojie Zhao","orcid":"https://orcid.org/0000-0002-5003-6971"},"institutions":[{"id":"https://openalex.org/I4210148107","display_name":"Space Engineering University","ror":"https://ror.org/04rj1td02","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148107"]},{"id":"https://openalex.org/I1320354487","display_name":"Target (United States)","ror":"https://ror.org/05mkyac79","country_code":"US","type":"company","lineage":["https://openalex.org/I1320354487"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Shaojie Zhao","raw_affiliation_strings":["National Key Laboratory of Space Target Awareness","Space Engineering University","National Key Laboratory of Space Target Awareness, Beijing, People's Republic of China","Department of Space Information, Space Engineering University, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Space Target Awareness","institution_ids":["https://openalex.org/I1320354487"]},{"raw_affiliation_string":"Space Engineering University","institution_ids":["https://openalex.org/I4210148107"]},{"raw_affiliation_string":"National Key Laboratory of Space Target Awareness, Beijing, People's Republic of China","institution_ids":[]},{"raw_affiliation_string":"Department of Space Information, Space Engineering University, Beijing, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025157319","display_name":"Zhongwang Wu","orcid":"https://orcid.org/0000-0002-1008-6982"},"institutions":[{"id":"https://openalex.org/I4210148107","display_name":"Space Engineering University","ror":"https://ror.org/04rj1td02","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148107"]},{"id":"https://openalex.org/I1320354487","display_name":"Target (United States)","ror":"https://ror.org/05mkyac79","country_code":"US","type":"company","lineage":["https://openalex.org/I1320354487"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zhongwang Wu","raw_affiliation_strings":["National Key Laboratory of Space Target Awareness","Space Engineering University","National Key Laboratory of Space Target Awareness, Beijing, People's Republic of China","Department of Space Information, Space Engineering University, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Space Target Awareness","institution_ids":["https://openalex.org/I1320354487"]},{"raw_affiliation_string":"Space Engineering University","institution_ids":["https://openalex.org/I4210148107"]},{"raw_affiliation_string":"National Key Laboratory of Space Target Awareness, Beijing, People's Republic of China","institution_ids":[]},{"raw_affiliation_string":"Department of Space Information, Space Engineering University, Beijing, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101951353","display_name":"Fan Yang","orcid":"https://orcid.org/0000-0001-7965-7184"},"institutions":[{"id":"https://openalex.org/I1320354487","display_name":"Target (United States)","ror":"https://ror.org/05mkyac79","country_code":"US","type":"company","lineage":["https://openalex.org/I1320354487"]},{"id":"https://openalex.org/I4210148107","display_name":"Space Engineering University","ror":"https://ror.org/04rj1td02","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148107"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Fan Yang","raw_affiliation_strings":["National Key Laboratory of Space Target Awareness","Space Engineering University","Department of Space Information, Space Engineering University, Beijing, People's Republic of China","National Key Laboratory of Space Target Awareness, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Space Target Awareness","institution_ids":["https://openalex.org/I1320354487"]},{"raw_affiliation_string":"Space Engineering University","institution_ids":["https://openalex.org/I4210148107"]},{"raw_affiliation_string":"Department of Space Information, Space Engineering University, Beijing, People's Republic of China","institution_ids":[]},{"raw_affiliation_string":"National Key Laboratory of Space Target Awareness, Beijing, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108819142","display_name":"Longwei Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I1320354487","display_name":"Target (United States)","ror":"https://ror.org/05mkyac79","country_code":"US","type":"company","lineage":["https://openalex.org/I1320354487"]},{"id":"https://openalex.org/I4210148107","display_name":"Space Engineering University","ror":"https://ror.org/04rj1td02","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148107"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Longwei Xu","raw_affiliation_strings":["National Key Laboratory of Space Target Awareness","Space Engineering University","National Key Laboratory of Space Target Awareness, Beijing, People's Republic of China","Department of Space Information, Space Engineering University, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Space Target Awareness","institution_ids":["https://openalex.org/I1320354487"]},{"raw_affiliation_string":"Space Engineering University","institution_ids":["https://openalex.org/I4210148107"]},{"raw_affiliation_string":"National Key Laboratory of Space Target Awareness, Beijing, People's Republic of China","institution_ids":[]},{"raw_affiliation_string":"Department of Space Information, Space Engineering University, Beijing, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113044322","display_name":"Monan Shan","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Monan Shan","raw_affiliation_strings":["Tongji University","College of Surveying and Geo-Informatics, Tongji University, Shanghai, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Tongji University","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"College of Surveying and Geo-Informatics, Tongji University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015086379","display_name":"Xiao Xie","orcid":"https://orcid.org/0000-0002-2598-0047"},"institutions":[{"id":"https://openalex.org/I4210110024","display_name":"Institute of Applied Ecology","ror":"https://ror.org/01thb7525","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Xie","raw_affiliation_strings":["Institute of Applied Ecology","Institute of Applied Ecology, Chinese Academy of Sciences, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Institute of Applied Ecology","institution_ids":["https://openalex.org/I4210110024"]},{"raw_affiliation_string":"Institute of Applied Ecology, Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031307251","display_name":"Haowei Zeng","orcid":"https://orcid.org/0000-0003-1688-8510"},"institutions":[{"id":"https://openalex.org/I4210124037","display_name":"Chengdu Surveying Geotechnical Research Institute","ror":"https://ror.org/02pk6rm23","country_code":"CN","type":"facility","lineage":["https://openalex.org/I275542036","https://openalex.org/I4210124037"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haowei Zeng","raw_affiliation_strings":["Chengdu Institute of Survey & Investigation","Geomatics Center, Chengdu Institute of Survey & Investigation, Chengdu, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Chengdu Institute of Survey & Investigation","institution_ids":["https://openalex.org/I4210124037"]},{"raw_affiliation_string":"Geomatics Center, Chengdu Institute of Survey & Investigation, Chengdu, People's Republic of China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039414724","display_name":"Zhengjia Zhang","orcid":"https://orcid.org/0000-0003-0930-6914"},"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":"Zhengjia Zhang","raw_affiliation_strings":["China University of Geosciences","School of Geography and Information Engineering, China University of Geosciences, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"China University of Geosciences","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Geography and Information Engineering, China University of Geosciences, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5025286398"],"corresponding_institution_ids":["https://openalex.org/I31595395"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":9.9217,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.97583672,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"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":0.9958999752998352,"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":0.9919999837875366,"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/interferometric-synthetic-aperture-radar","display_name":"Interferometric synthetic aperture radar","score":0.7772611975669861},{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.6756912469863892},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45685723423957825},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42874765396118164},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.42551034688949585},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3882455825805664},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3563372790813446},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.34307989478111267},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32357126474380493},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.24964243173599243},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.21416708827018738}],"concepts":[{"id":"https://openalex.org/C22286887","wikidata":"https://www.wikidata.org/wiki/Q1666056","display_name":"Interferometric synthetic aperture radar","level":3,"score":0.7772611975669861},{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.6756912469863892},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45685723423957825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42874765396118164},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.42551034688949585},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3882455825805664},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3563372790813446},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.34307989478111267},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32357126474380493},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.24964243173599243},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.21416708827018738}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17538947.2025.2509857","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2509857","pdf_url":null,"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:25d8fda33dde478e954f4099bb366c92","is_oa":true,"landing_page_url":"https://doaj.org/article/25d8fda33dde478e954f4099bb366c92","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":"International Journal of Digital Earth, Vol 18, Iss 1 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2025.2509857","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2509857","pdf_url":null,"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":[{"id":"https://metadata.un.org/sdg/13","score":0.8500000238418579,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G1717633391","display_name":null,"funder_award_id":"2022NSFSC0003","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"},{"id":"https://openalex.org/G1823994366","display_name":null,"funder_award_id":"42301479","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2601628165","display_name":null,"funder_award_id":"614201004012209","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2850100942","display_name":null,"funder_award_id":"2024NSFSC0785","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"},{"id":"https://openalex.org/G6473646323","display_name":null,"funder_award_id":"42125702","funder_id":"https://openalex.org/F4320336815","funder_display_name":"Science Fund for Distinguished Young Scholars of Fujian Province"},{"id":"https://openalex.org/G6534703419","display_name":null,"funder_award_id":"W2412050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6995767821","display_name":null,"funder_award_id":"42204173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7703788906","display_name":null,"funder_award_id":"20230484351","funder_id":"https://openalex.org/F4320334978","funder_display_name":"Beijing Nova Program"},{"id":"https://openalex.org/G7951773830","display_name":null,"funder_award_id":"24JBGS0060","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null},{"id":"https://openalex.org/F4320334978","display_name":"Beijing Nova Program","ror":"https://ror.org/034k14f91"},{"id":"https://openalex.org/F4320336815","display_name":"Science Fund for Distinguished Young Scholars of Fujian Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1982623886","https://openalex.org/W1991384931","https://openalex.org/W2028124403","https://openalex.org/W2047029664","https://openalex.org/W2092572544","https://openalex.org/W2134955829","https://openalex.org/W2137034166","https://openalex.org/W2152657318","https://openalex.org/W2294372934","https://openalex.org/W2295598076","https://openalex.org/W2548157764","https://openalex.org/W2588790851","https://openalex.org/W2611484014","https://openalex.org/W2762418653","https://openalex.org/W2771720218","https://openalex.org/W2790230321","https://openalex.org/W2809634612","https://openalex.org/W2972470080","https://openalex.org/W2986575489","https://openalex.org/W3036091573","https://openalex.org/W3038206524","https://openalex.org/W3042748273","https://openalex.org/W3112874888","https://openalex.org/W3138633680","https://openalex.org/W4280603640","https://openalex.org/W4282834622","https://openalex.org/W4366981465","https://openalex.org/W4387170625","https://openalex.org/W4387878448","https://openalex.org/W4388571153","https://openalex.org/W4389862008","https://openalex.org/W4390383581","https://openalex.org/W4391627602","https://openalex.org/W4396229158","https://openalex.org/W4399034522","https://openalex.org/W4400386861","https://openalex.org/W4400475396","https://openalex.org/W4404032756","https://openalex.org/W4404387535","https://openalex.org/W4406648812","https://openalex.org/W4410386307"],"related_works":["https://openalex.org/W2389676928","https://openalex.org/W3169474304","https://openalex.org/W2369104181","https://openalex.org/W3201652628","https://openalex.org/W4212972401","https://openalex.org/W2389287188","https://openalex.org/W3081499580","https://openalex.org/W2615020820","https://openalex.org/W3106883776","https://openalex.org/W2950100253"],"abstract_inverted_index":{"Data-driven":[0],"landslide":[1,18,54,67,147,171],"susceptibility":[2,172],"assessment":[3],"(LSA)":[4],"remains":[5],"unconvincing":[6],"owing":[7],"to":[8,14,26],"the":[9,12,49,99,146,155,184,191],"disconnection":[10],"from":[11,151],"modelling":[13],"physical":[15],"cognition":[16],"of":[17,168,193],"causation.":[19],"Most":[20],"models":[21],"are":[22,137],"mere":[23],"good":[24],"fits":[25],"certain":[27],"datasets":[28],"and":[29,56,61,87,109,134,140,177,199],"can":[30],"produce":[31],"unexpected":[32],"bias":[33],"in":[34,82,164,183],"their":[35],"prediction,":[36],"misleading":[37],"high-risk":[38],"area":[39],"zoning.":[40],"To":[41],"validate":[42],"data-driven":[43,194],"LSA,":[44,108],"this":[45],"study":[46,94,189],"delved":[47],"into":[48],"innate":[50],"interactions":[51],"between":[52],"input":[53],"features":[55],"predictions":[57],"by":[58],"model":[59,117,156,197],"explanation":[60,198],"compared":[62],"feature":[63,125,148],"permutation":[64,149],"results":[65,163,176],"with":[66,145],"statistical":[68],"priors.":[69],"Furthermore,":[70],"multi-temporal":[71],"interferometric":[72],"synthetic":[73],"aperture":[74],"radar":[75],"(MT-InSAR)":[76],"derived":[77,150],"ground":[78,178],"deformation":[79,179],"was":[80],"applied":[81,160],"an":[83],"alpha":[84],"pixel":[85],"fusion":[86],"growth":[88],"method":[89,115],"for":[90,107,116,128],"LSA":[91,175,195],"enhancement.":[92,201],"This":[93,143,188],"took":[95],"Hong":[96],"Kong":[97],"as":[98],"research":[100],"area,":[101],"employed":[102],"extreme":[103],"gradient":[104],"boosting":[105],"(XGBoost)":[106],"utilized":[110],"Shapley":[111,121],"additive":[112],"explanations":[113],"(SHAP)":[114],"explanation.":[118],"The":[119,159],"mean":[120],"values":[122],"\u2013":[123,127],"indicating":[124],"importance":[126],"slope,":[129],"stream":[130],"power":[131],"index":[132],"(SPI)":[133],"land":[135],"use":[136],"1.31,":[138],"1.12,":[139],"0.67,":[141],"respectively.":[142],"aligns":[144],"prior":[152],"statistics,":[153],"verifying":[154],"prediction":[157],"reliability.":[158],"InSAR":[161,200],"enhancement":[162],"a":[165],"13%":[166],"increase":[167],"\u2018(very)":[169],"high\u2019":[170],"areas.":[173],"Additionally,":[174],"map":[180],"were":[181],"cross-validated":[182],"virtual":[185],"geographic":[186],"environment.":[187],"improves":[190],"reliability":[192],"through":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
