{"id":"https://openalex.org/W3107040622","doi":"https://doi.org/10.3390/ijgi9110695","title":"Mapping Landslide Hazard Risk Using Random Forest Algorithm in Guixi, Jiangxi, China","display_name":"Mapping Landslide Hazard Risk Using Random Forest Algorithm in Guixi, Jiangxi, China","publication_year":2020,"publication_date":"2020-11-23","ids":{"openalex":"https://openalex.org/W3107040622","doi":"https://doi.org/10.3390/ijgi9110695","mag":"3107040622"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi9110695","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi9110695","pdf_url":"https://www.mdpi.com/2220-9964/9/11/695/pdf?version=1606205066","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/9/11/695/pdf?version=1606205066","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101456454","display_name":"Yang Zhang","orcid":"https://orcid.org/0000-0003-3056-3069"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Zhang","raw_affiliation_strings":["Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017045154","display_name":"Weicheng Wu","orcid":"https://orcid.org/0000-0001-6362-9840"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weicheng Wu","raw_affiliation_strings":["Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022037397","display_name":"Yaozu Qin","orcid":"https://orcid.org/0000-0003-1998-2916"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaozu Qin","raw_affiliation_strings":["Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102717579","display_name":"Ziyu Lin","orcid":"https://orcid.org/0000-0003-0886-7285"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyu Lin","raw_affiliation_strings":["Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052694358","display_name":"Guiliang Zhang","orcid":"https://orcid.org/0000-0003-0501-7533"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guiliang Zhang","raw_affiliation_strings":["264 Geological Team of Jiangxi Nuclear Industry, Ganzhou 341000, China"],"affiliations":[{"raw_affiliation_string":"264 Geological Team of Jiangxi Nuclear Industry, Ganzhou 341000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026533337","display_name":"Renxiang Chen","orcid":"https://orcid.org/0000-0001-7890-5342"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Renxiang Chen","raw_affiliation_strings":["264 Geological Team of Jiangxi Nuclear Industry, Ganzhou 341000, China"],"affiliations":[{"raw_affiliation_string":"264 Geological Team of Jiangxi Nuclear Industry, Ganzhou 341000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108278800","display_name":"Yong Song","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yong Song","raw_affiliation_strings":["264 Geological Team of Jiangxi Nuclear Industry, Ganzhou 341000, China"],"affiliations":[{"raw_affiliation_string":"264 Geological Team of Jiangxi Nuclear Industry, Ganzhou 341000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102738183","display_name":"Tao Lang","orcid":"https://orcid.org/0000-0003-2954-2113"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tao Lang","raw_affiliation_strings":["264 Geological Team of Jiangxi Nuclear Industry, Ganzhou 341000, China"],"affiliations":[{"raw_affiliation_string":"264 Geological Team of Jiangxi Nuclear Industry, Ganzhou 341000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041746271","display_name":"Xiaoting Zhou","orcid":"https://orcid.org/0000-0001-9698-4005"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoting Zhou","raw_affiliation_strings":["Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084117727","display_name":"Wenchao Huangfu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenchao Huangfu","raw_affiliation_strings":["Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090832958","display_name":"Penghui Ou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Penghui Ou","raw_affiliation_strings":["Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110716319","display_name":"Lifeng Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifeng Xie","raw_affiliation_strings":["Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103110849","display_name":"Xiaolan Huang","orcid":"https://orcid.org/0000-0003-0662-8045"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolan Huang","raw_affiliation_strings":["Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053147751","display_name":"Shanling Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanling Peng","raw_affiliation_strings":["Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008165399","display_name":"Chongjian Shao","orcid":"https://orcid.org/0000-0002-2228-1515"},"institutions":[{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongjian Shao","raw_affiliation_strings":["Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Lands and Resources and Faculty of Earth Sciences, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5017045154"],"corresponding_institution_ids":["https://openalex.org/I4210119674"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":8.9333,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.97433996,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"9","issue":"11","first_page":"695","last_page":"695"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9998999834060669,"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":0.9998999834060669,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9672999978065491,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.8854166269302368},{"id":"https://openalex.org/keywords/hazard","display_name":"Hazard","score":0.5891257524490356},{"id":"https://openalex.org/keywords/zoning","display_name":"Zoning","score":0.5779292583465576},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4924488961696625},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4659273326396942},{"id":"https://openalex.org/keywords/lithology","display_name":"Lithology","score":0.4454421401023865},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4122942090034485},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.41123002767562866},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.38879093527793884},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33068013191223145},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.2834967374801636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.26751357316970825},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2582709789276123},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.1740129590034485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16261547803878784},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14019903540611267}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.8854166269302368},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.5891257524490356},{"id":"https://openalex.org/C520944541","wikidata":"https://www.wikidata.org/wiki/Q702232","display_name":"Zoning","level":2,"score":0.5779292583465576},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4924488961696625},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4659273326396942},{"id":"https://openalex.org/C122792734","wikidata":"https://www.wikidata.org/wiki/Q6538759","display_name":"Lithology","level":2,"score":0.4454421401023865},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4122942090034485},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.41123002767562866},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.38879093527793884},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33068013191223145},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.2834967374801636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26751357316970825},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2582709789276123},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.1740129590034485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16261547803878784},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14019903540611267},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi9110695","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi9110695","pdf_url":"https://www.mdpi.com/2220-9964/9/11/695/pdf?version=1606205066","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a1a692c2461e410d8abbeffd630303e1","is_oa":true,"landing_page_url":"https://doaj.org/article/a1a692c2461e410d8abbeffd630303e1","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 9, Iss 11, p 695 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/9/11/695/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi9110695","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":"ISPRS International Journal of Geo-Information; Volume 9; Issue 11; Pages: 695","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi9110695","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi9110695","pdf_url":"https://www.mdpi.com/2220-9964/9/11/695/pdf?version=1606205066","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3107040622.pdf","grobid_xml":"https://content.openalex.org/works/W3107040622.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W2061548250","https://openalex.org/W2064225825","https://openalex.org/W2064759654","https://openalex.org/W2147432459","https://openalex.org/W2164777277","https://openalex.org/W2168144621","https://openalex.org/W2181355678","https://openalex.org/W2199953169","https://openalex.org/W2200394127","https://openalex.org/W2205158676","https://openalex.org/W2280110038","https://openalex.org/W2364066332","https://openalex.org/W2461102195","https://openalex.org/W2477903400","https://openalex.org/W2587950680","https://openalex.org/W2792175537","https://openalex.org/W2890179699","https://openalex.org/W2911964244","https://openalex.org/W2947826550","https://openalex.org/W2970976872","https://openalex.org/W2993717253","https://openalex.org/W2999310044","https://openalex.org/W2999729702","https://openalex.org/W3000228001","https://openalex.org/W3005068726","https://openalex.org/W3009636339","https://openalex.org/W3013534702","https://openalex.org/W3014673353","https://openalex.org/W3015779580","https://openalex.org/W3016783535","https://openalex.org/W3021240791","https://openalex.org/W3037585106","https://openalex.org/W3038494274","https://openalex.org/W3092481350","https://openalex.org/W6682083957","https://openalex.org/W6685575056","https://openalex.org/W6721810664","https://openalex.org/W6774687901","https://openalex.org/W6775398279","https://openalex.org/W6779938883","https://openalex.org/W6780138355"],"related_works":["https://openalex.org/W3121717315","https://openalex.org/W2389676928","https://openalex.org/W263325194","https://openalex.org/W4285335834","https://openalex.org/W2205807669","https://openalex.org/W2737009688","https://openalex.org/W2616275900","https://openalex.org/W2389665785","https://openalex.org/W2622291647","https://openalex.org/W4210628282"],"abstract_inverted_index":{"Landslide":[0,90],"hazards":[1],"affect":[2],"the":[3,11,69,76,123,138,149,186],"security":[4],"of":[5,14,51,68,154,159],"human":[6],"life":[7],"and":[8,32,64,66,82,92,102,114,156,202],"property.":[9],"Mapping":[10],"spatial":[12],"distribution":[13],"landslide":[15,34,88,182],"hazard":[16,35],"risk":[17,142,176,183],"is":[18,129],"critical":[19],"for":[20,131,141,166,175,195],"decision-makers":[21],"to":[22,30,61,74,108,137],"implement":[23],"disaster":[24,200],"prevention":[25,201],"measures.":[26,205],"This":[27],"study":[28],"aimed":[29],"predict":[31],"zone":[33],"risk,":[36],"using":[37,185],"Guixi":[38],"County":[39],"in":[40,198],"eastern":[41],"Jiangxi,":[42],"China,":[43],"as":[44,100,191],"an":[45],"example.":[46],"An":[47],"integrated":[48,139],"dataset":[49,140],"composed":[50],"21":[52],"geo-information":[53],"layers,":[54],"including":[55],"lithology,":[56],"rainfall,":[57],"altitude,":[58],"slope,":[59],"distances":[60],"faults,":[62],"roads":[63],"rivers,":[65],"thickness":[67],"weathering":[70],"crust,":[71],"was":[72,135,169],"used":[73],"achieve":[75],"aim.":[77],"Non-digital":[78],"layers":[79],"were":[80,97,146,161],"digitized":[81],"assigned":[83],"weights":[84],"based":[85],"on":[86],"their":[87,199],"propensity.":[89],"locations":[91],"non-risk":[93],"zones":[94,174],"(flat":[95],"areas)":[96],"both":[98],"vectorized":[99],"polygons":[101],"randomly":[103],"divided":[104],"into":[105,172],"two":[106],"groups":[107],"create":[109],"a":[110,115,192],"training":[111,121],"set":[112,117],"(70%)":[113],"validation":[116,150],"(30%).":[118],"Using":[119],"this":[120],"set,":[122],"Random":[124],"Forests":[125],"(RF)":[126],"algorithm,":[127],"which":[128],"known":[130],"its":[132],"accurate":[133],"prediction,":[134],"applied":[136],"modeling.":[143],"The":[144,163],"results":[145],"assessed":[147],"against":[148],"set.":[151],"Overall":[152],"accuracy":[153],"91.23%":[155],"Kappa":[157],"Coefficient":[158],"0.82":[160],"obtained.":[162],"calculated":[164],"probability":[165],"each":[167],"pixel":[168],"consequently":[170],"graded":[171],"different":[173],"mapping.":[177],"Hence,":[178],"we":[179],"conclude":[180],"that":[181],"zoning":[184],"RF":[187],"algorithm":[188],"can":[189],"serve":[190],"pertinent":[193],"reference":[194],"local":[196],"government":[197],"early":[203],"warning":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}