{"id":"https://openalex.org/W4379057451","doi":"https://doi.org/10.3390/rs15112864","title":"Landslide Susceptibility Zoning in Yunnan Province Based on SBAS-InSAR Technology and a Random Forest Model","display_name":"Landslide Susceptibility Zoning in Yunnan Province Based on SBAS-InSAR Technology and a Random Forest Model","publication_year":2023,"publication_date":"2023-05-31","ids":{"openalex":"https://openalex.org/W4379057451","doi":"https://doi.org/10.3390/rs15112864"},"language":"en","primary_location":{"id":"doi:10.3390/rs15112864","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15112864","pdf_url":"https://www.mdpi.com/2072-4292/15/11/2864/pdf?version=1685532260","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/2072-4292/15/11/2864/pdf?version=1685532260","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104123720","display_name":"Meiyu Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiyu Liu","raw_affiliation_strings":["Radar Remote Sensing and Image Geodesy, Central South University, Changsha 410083, China","School of Geosciences and Info-Physics, Central South University, Changsha 410083, China"],"affiliations":[{"raw_affiliation_string":"Radar Remote Sensing and Image Geodesy, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Geosciences and Info-Physics, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019950421","display_name":"Bing Xu","orcid":"https://orcid.org/0000-0002-2047-2326"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bing Xu","raw_affiliation_strings":["Radar Remote Sensing and Image Geodesy, Central South University, Changsha 410083, China","School of Geosciences and Info-Physics, Central South University, Changsha 410083, China"],"affiliations":[{"raw_affiliation_string":"Radar Remote Sensing and Image Geodesy, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Geosciences and Info-Physics, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029039359","display_name":"Zhiwei Li","orcid":"https://orcid.org/0000-0003-4575-5258"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Li","raw_affiliation_strings":["Radar Remote Sensing and Image Geodesy, Central South University, Changsha 410083, China","School of Geosciences and Info-Physics, Central South University, Changsha 410083, China"],"affiliations":[{"raw_affiliation_string":"Radar Remote Sensing and Image Geodesy, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Geosciences and Info-Physics, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021861251","display_name":"Wenxiang Mao","orcid":"https://orcid.org/0009-0007-1208-7739"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxiang Mao","raw_affiliation_strings":["Radar Remote Sensing and Image Geodesy, Central South University, Changsha 410083, China","School of Geosciences and Info-Physics, Central South University, Changsha 410083, China"],"affiliations":[{"raw_affiliation_string":"Radar Remote Sensing and Image Geodesy, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Geosciences and Info-Physics, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100434303","display_name":"Yan Zhu","orcid":"https://orcid.org/0000-0001-5308-8630"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Zhu","raw_affiliation_strings":["Radar Remote Sensing and Image Geodesy, Central South University, Changsha 410083, China","School of Geosciences and Info-Physics, Central South University, Changsha 410083, China"],"affiliations":[{"raw_affiliation_string":"Radar Remote Sensing and Image Geodesy, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Geosciences and Info-Physics, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107938349","display_name":"Jingxin Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxin Hou","raw_affiliation_strings":["Radar Remote Sensing and Image Geodesy, Central South University, Changsha 410083, China","School of Geosciences and Info-Physics, Central South University, Changsha 410083, China"],"affiliations":[{"raw_affiliation_string":"Radar Remote Sensing and Image Geodesy, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Geosciences and Info-Physics, Central South University, Changsha 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080609989","display_name":"Weizheng Liu","orcid":"https://orcid.org/0000-0003-2630-3088"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weizheng Liu","raw_affiliation_strings":["National Engineering Research Center of High-Speed Railway Construction Technology, Changsha 410075, China","School of Civil Engineering, Central South University, Changsha 410075, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center of High-Speed Railway Construction Technology, Changsha 410075, China","institution_ids":[]},{"raw_affiliation_string":"School of Civil Engineering, Central South University, Changsha 410075, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5019950421"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":9.3619,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.97588175,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"11","first_page":"2864","last_page":"2864"},"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":0.9950000047683716,"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":0.9947999715805054,"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":0.7793253064155579},{"id":"https://openalex.org/keywords/zoning","display_name":"Zoning","score":0.6696209907531738},{"id":"https://openalex.org/keywords/interferometric-synthetic-aperture-radar","display_name":"Interferometric synthetic aperture radar","score":0.5050864815711975},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.48102790117263794},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4770511984825134},{"id":"https://openalex.org/keywords/gnss-augmentation","display_name":"GNSS augmentation","score":0.4331083595752716},{"id":"https://openalex.org/keywords/elevation","display_name":"Elevation (ballistics)","score":0.4171319007873535},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.30438143014907837},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.27043527364730835},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.26282835006713867},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.10379683971405029}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.7793253064155579},{"id":"https://openalex.org/C520944541","wikidata":"https://www.wikidata.org/wiki/Q702232","display_name":"Zoning","level":2,"score":0.6696209907531738},{"id":"https://openalex.org/C22286887","wikidata":"https://www.wikidata.org/wiki/Q1666056","display_name":"Interferometric synthetic aperture radar","level":3,"score":0.5050864815711975},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.48102790117263794},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4770511984825134},{"id":"https://openalex.org/C166212672","wikidata":"https://www.wikidata.org/wiki/Q2165162","display_name":"GNSS augmentation","level":4,"score":0.4331083595752716},{"id":"https://openalex.org/C37054046","wikidata":"https://www.wikidata.org/wiki/Q641888","display_name":"Elevation (ballistics)","level":2,"score":0.4171319007873535},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.30438143014907837},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.27043527364730835},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.26282835006713867},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.10379683971405029},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C14279187","wikidata":"https://www.wikidata.org/wiki/Q5514012","display_name":"GNSS applications","level":3,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15112864","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15112864","pdf_url":"https://www.mdpi.com/2072-4292/15/11/2864/pdf?version=1685532260","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:b1b4514e784f4b2e89c5341641249cff","is_oa":true,"landing_page_url":"https://doaj.org/article/b1b4514e784f4b2e89c5341641249cff","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 15, Iss 11, p 2864 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/11/2864/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15112864","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 15; Issue 11; Pages: 2864","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15112864","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15112864","pdf_url":"https://www.mdpi.com/2072-4292/15/11/2864/pdf?version=1685532260","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":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.7400000095367432}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4255518303","display_name":null,"funder_award_id":"41804008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6058138561","display_name":null,"funder_award_id":", No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6167331907","display_name":null,"funder_award_id":"41925016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6258415954","display_name":null,"funder_award_id":"Chinese","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8955107213","display_name":null,"funder_award_id":"Major","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320316125","display_name":"China Railway","ror":"https://ror.org/044wv3489"},{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4379057451.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1965880416","https://openalex.org/W1972797357","https://openalex.org/W2063136079","https://openalex.org/W2064225825","https://openalex.org/W2152657318","https://openalex.org/W2793831793","https://openalex.org/W2911964244","https://openalex.org/W2999015335","https://openalex.org/W3005376489","https://openalex.org/W3015779580","https://openalex.org/W3119965741","https://openalex.org/W3135087406","https://openalex.org/W3194762287","https://openalex.org/W3212067766","https://openalex.org/W4214528502","https://openalex.org/W4220839256","https://openalex.org/W4308119964","https://openalex.org/W4318814432","https://openalex.org/W4318975395","https://openalex.org/W4320186831","https://openalex.org/W4322741947","https://openalex.org/W4322743104","https://openalex.org/W4323923423","https://openalex.org/W6848941378"],"related_works":["https://openalex.org/W4242918400","https://openalex.org/W3138360503","https://openalex.org/W2973112112","https://openalex.org/W4390277479","https://openalex.org/W2382105855","https://openalex.org/W4387709274","https://openalex.org/W4285730473","https://openalex.org/W4391022491","https://openalex.org/W2983755072","https://openalex.org/W2530964436"],"abstract_inverted_index":{"Yunnan":[0,31,41,59,87,149,166,266],"Province,":[1],"China,":[2],"has":[3],"complex":[4],"topography":[5],"and":[6,10,12,17,36,49,118,126,142,193,230,246],"geomorphology,":[7],"many":[8],"ravines":[9],"valleys,":[11],"frequent":[13],"landslide":[14,27,145,218,252,263],"geological":[15,28,107,146,253],"disasters":[16,29,147],"is":[18,256],"of":[19,25,55,78,86,96,165,189,196,204,222,262],"great":[20],"significance":[21],"in":[22,30,58,148,198,265],"the":[23,46,50,79,83,93,97,129,160,172,178,190,194,199,205,208,217,223,231,238,260],"assessment":[24],"regional":[26],"Province":[32,42,60,167],"for":[33,82,187,202,210,250,259],"disaster":[34],"prevention":[35],"mitigation.":[37],"In":[38,100],"this":[39],"study,":[40],"was":[43,68,74,138,228,234,242],"selected":[44,121],"as":[45,76,122,155],"research":[47],"area,":[48],"average":[51],"annual":[52,130,161],"deformation":[53,90,132,163],"rate":[54,91,164],"radar":[56],"line-of-sight":[57],"over":[61],"four":[62],"years":[63],"from":[64,111,114],"2018":[65],"to":[66,140,171,176],"2021":[67],"obtained":[69],"with":[70,128,183,216],"SBAS-InSAR":[71],"technology,":[72],"which":[73],"used":[75,139],"one":[77],"index":[80,124,158],"factors":[81,125],"susceptibility":[84,185,264],"evaluation":[85,123,248,261],"Province.":[88,150,267],"The":[89,151,181,220],"reflects":[92],"slow":[94],"movement":[95],"land":[98],"surface.":[99],"addition,":[101],"elevation,":[102],"slope,":[103],"aspect,":[104],"lithological":[105],"classification,":[106],"structure,":[108],"rainfall,":[109],"distance":[110,113],"roads,":[112],"rivers,":[115],"topographic":[116],"undulation,":[117],"NDVI":[119],"were":[120,213],"combined":[127],"mean":[131,162],"rate.":[133],"A":[134],"random":[135,173,224,239],"forest":[136,174,225,240],"model":[137,175,226,241],"evaluate":[141],"accurately":[143],"analyze":[144],"results":[152,209],"showed":[153],"that":[154,237],"an":[156],"important":[157],"factor,":[159],"can":[168],"be":[169],"added":[170],"improve":[177],"prediction":[179,227],"accuracy.":[180],"area":[182],"high":[184],"accounted":[186,201],"10%":[188],"entire":[191],"province,":[192],"number":[195],"landslides":[197],"region":[200],"68%":[203],"province.":[206],"Additionally,":[207],"prone":[211],"zoning":[212],"highly":[214,244],"correlated":[215],"distribution.":[219],"accuracy":[221],"0.80,":[229],"AUC":[232],"value":[233],"0.87,":[235],"indicating":[236],"a":[243],"accurate":[245],"reliable":[247],"method":[249],"studying":[251],"disasters.":[254],"It":[255],"very":[257],"suitable":[258]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}
