{"id":"https://openalex.org/W2901271692","doi":"https://doi.org/10.3390/e20110884","title":"Hybrid Integration Approach of Entropy with Logistic Regression and Support Vector Machine for Landslide Susceptibility Modeling","display_name":"Hybrid Integration Approach of Entropy with Logistic Regression and Support Vector Machine for Landslide Susceptibility Modeling","publication_year":2018,"publication_date":"2018-11-17","ids":{"openalex":"https://openalex.org/W2901271692","doi":"https://doi.org/10.3390/e20110884","mag":"2901271692","pmid":"https://pubmed.ncbi.nlm.nih.gov/33266608"},"language":"en","primary_location":{"id":"doi:10.3390/e20110884","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e20110884","pdf_url":"https://www.mdpi.com/1099-4300/20/11/884/pdf?version=1542441740","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/20/11/884/pdf?version=1542441740","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100654797","display_name":"Tingyu Zhang","orcid":"https://orcid.org/0000-0001-5589-3318"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingyu Zhang","raw_affiliation_strings":["School of Earth Science and Resources, Chang\u2019an University, Key Laboratory of Degraded and Unutilized Land Remediation Engineering, Ministry of Land and Resources, Shaanxi Provincial Key Laboratory of Land Rehabilitation, Xi\u2019an 710064, Shaanxi, China","School of Earth Science and Resources, Chang'an University, Key Laboratory of Degraded and Unutilized Land Remediation Engineering, Ministry of Land and Resources, Shaanxi Provincial Key Laboratory of Land Rehabilitation, Xi'an 710064, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Earth Science and Resources, Chang\u2019an University, Key Laboratory of Degraded and Unutilized Land Remediation Engineering, Ministry of Land and Resources, Shaanxi Provincial Key Laboratory of Land Rehabilitation, Xi\u2019an 710064, Shaanxi, China","institution_ids":["https://openalex.org/I211433327"]},{"raw_affiliation_string":"School of Earth Science and Resources, Chang'an University, Key Laboratory of Degraded and Unutilized Land Remediation Engineering, Ministry of Land and Resources, Shaanxi Provincial Key Laboratory of Land Rehabilitation, Xi'an 710064, Shaanxi, China","institution_ids":["https://openalex.org/I211433327","https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ling Han","orcid":"https://orcid.org/0000-0001-5589-3318"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ling Han","raw_affiliation_strings":["School of Earth Science and Resources, Chang\u2019an University, Key Laboratory of Degraded and Unutilized Land Remediation Engineering, Ministry of Land and Resources, Shaanxi Provincial Key Laboratory of Land Rehabilitation, Xi\u2019an 710064, Shaanxi, China","School of Earth Science and Resources, Chang'an University, Key Laboratory of Degraded and Unutilized Land Remediation Engineering, Ministry of Land and Resources, Shaanxi Provincial Key Laboratory of Land Rehabilitation, Xi'an 710064, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0001-5589-3318","affiliations":[{"raw_affiliation_string":"School of Earth Science and Resources, Chang\u2019an University, Key Laboratory of Degraded and Unutilized Land Remediation Engineering, Ministry of Land and Resources, Shaanxi Provincial Key Laboratory of Land Rehabilitation, Xi\u2019an 710064, Shaanxi, China","institution_ids":["https://openalex.org/I211433327"]},{"raw_affiliation_string":"School of Earth Science and Resources, Chang'an University, Key Laboratory of Degraded and Unutilized Land Remediation Engineering, Ministry of Land and Resources, Shaanxi Provincial Key Laboratory of Land Rehabilitation, Xi'an 710064, Shaanxi, China","institution_ids":["https://openalex.org/I211433327","https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100719254","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0002-5825-1422"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["College of Geology & Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-5825-1422","affiliations":[{"raw_affiliation_string":"College of Geology & Environment, Xi\u2019an University of Science and Technology, Xi\u2019an 710054, Shaanxi, China","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091211368","display_name":"Himan Shahabi","orcid":"https://orcid.org/0000-0001-5091-6947"},"institutions":[{"id":"https://openalex.org/I3124704065","display_name":"University of Kurdistan","ror":"https://ror.org/04k89yk85","country_code":"IR","type":"education","lineage":["https://openalex.org/I3124704065"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Himan Shahabi","raw_affiliation_strings":["Department of Geomorphology, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran"],"raw_orcid":"https://orcid.org/0000-0001-5091-6947","affiliations":[{"raw_affiliation_string":"Department of Geomorphology, Faculty of Natural Resources, University of Kurdistan, Sanandaj 66177-15175, Iran","institution_ids":["https://openalex.org/I3124704065"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I211433327","https://openalex.org/I25355098"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":25.689,"has_fulltext":true,"cited_by_count":83,"citation_normalized_percentile":{"value":0.99464886,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"20","issue":"11","first_page":"884","last_page":"884"},"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/T10555","display_name":"Fire effects on ecosystems","score":0.953000009059906,"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/T10644","display_name":"Cryospheric studies and observations","score":0.9501000046730042,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.7830196619033813},{"id":"https://openalex.org/keywords/multicollinearity","display_name":"Multicollinearity","score":0.7078892588615417},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6552101969718933},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5781258344650269},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.5451509356498718},{"id":"https://openalex.org/keywords/mahalanobis-distance","display_name":"Mahalanobis distance","score":0.4683520197868347},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.46044692397117615},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41461828351020813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41111040115356445},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4044155776500702},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.3888811469078064},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.381295382976532},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3584035038948059},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2952779531478882},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.2142799198627472}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.7830196619033813},{"id":"https://openalex.org/C189285262","wikidata":"https://www.wikidata.org/wiki/Q1332350","display_name":"Multicollinearity","level":3,"score":0.7078892588615417},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6552101969718933},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5781258344650269},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.5451509356498718},{"id":"https://openalex.org/C1921717","wikidata":"https://www.wikidata.org/wiki/Q1334846","display_name":"Mahalanobis distance","level":2,"score":0.4683520197868347},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.46044692397117615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41461828351020813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41111040115356445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4044155776500702},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.3888811469078064},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.381295382976532},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3584035038948059},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2952779531478882},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.2142799198627472},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e20110884","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e20110884","pdf_url":"https://www.mdpi.com/1099-4300/20/11/884/pdf?version=1542441740","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},{"id":"pmid:33266608","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33266608","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:66c6f40935e645d68ec4a9833d491c4f","is_oa":true,"landing_page_url":"https://doaj.org/article/66c6f40935e645d68ec4a9833d491c4f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 20, Iss 11, p 884 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/20/11/884/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e20110884","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":"Entropy","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7512466","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7512466","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e20110884","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e20110884","pdf_url":"https://www.mdpi.com/1099-4300/20/11/884/pdf?version=1542441740","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G2026620011","display_name":null,"funder_award_id":"2017YFC0504700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3104985359","display_name":null,"funder_award_id":"2017YFC0504700","funder_id":"https://openalex.org/F4320321525","funder_display_name":"Chang'an University"}],"funders":[{"id":"https://openalex.org/F4320321525","display_name":"Chang'an University","ror":"https://ror.org/05mxya461"},{"id":"https://openalex.org/F4320325422","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2901271692.pdf"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W152422627","https://openalex.org/W299701049","https://openalex.org/W596984334","https://openalex.org/W978749975","https://openalex.org/W1597096054","https://openalex.org/W1850710971","https://openalex.org/W1862224285","https://openalex.org/W1969129136","https://openalex.org/W1971095756","https://openalex.org/W1973249074","https://openalex.org/W1982555346","https://openalex.org/W1983676031","https://openalex.org/W1987477800","https://openalex.org/W1992036793","https://openalex.org/W1998439728","https://openalex.org/W2003049509","https://openalex.org/W2012118327","https://openalex.org/W2013366763","https://openalex.org/W2013713766","https://openalex.org/W2017920701","https://openalex.org/W2035699211","https://openalex.org/W2046629514","https://openalex.org/W2051784080","https://openalex.org/W2053280690","https://openalex.org/W2053449690","https://openalex.org/W2054512946","https://openalex.org/W2057388082","https://openalex.org/W2058082754","https://openalex.org/W2069930921","https://openalex.org/W2077292227","https://openalex.org/W2077955269","https://openalex.org/W2080979633","https://openalex.org/W2082376913","https://openalex.org/W2088730795","https://openalex.org/W2091455951","https://openalex.org/W2103540160","https://openalex.org/W2111277456","https://openalex.org/W2111591088","https://openalex.org/W2137034166","https://openalex.org/W2162196186","https://openalex.org/W2205158676","https://openalex.org/W2277106806","https://openalex.org/W2293349767","https://openalex.org/W2294233453","https://openalex.org/W2313324190","https://openalex.org/W2316297602","https://openalex.org/W2327303094","https://openalex.org/W2331149499","https://openalex.org/W2337262701","https://openalex.org/W2342016430","https://openalex.org/W2417137833","https://openalex.org/W2565656421","https://openalex.org/W2587950680","https://openalex.org/W2600016337","https://openalex.org/W2736739107","https://openalex.org/W2739032444","https://openalex.org/W2754252800","https://openalex.org/W2769668329","https://openalex.org/W2771053895","https://openalex.org/W2784075164","https://openalex.org/W2789555074","https://openalex.org/W2790826728","https://openalex.org/W2791665776","https://openalex.org/W2792324107","https://openalex.org/W2793729791","https://openalex.org/W2797310831","https://openalex.org/W2798214660","https://openalex.org/W2799444970","https://openalex.org/W2804841721","https://openalex.org/W2880239935","https://openalex.org/W2890029039","https://openalex.org/W2899803585","https://openalex.org/W3165990550","https://openalex.org/W3193438470","https://openalex.org/W4210949798","https://openalex.org/W4301003819","https://openalex.org/W6646995188","https://openalex.org/W6676707585","https://openalex.org/W6697255820","https://openalex.org/W6701575291","https://openalex.org/W6704218329","https://openalex.org/W6750837105"],"related_works":["https://openalex.org/W2314956869","https://openalex.org/W2229495757","https://openalex.org/W210577557","https://openalex.org/W2089437152","https://openalex.org/W2935056047","https://openalex.org/W4293757468","https://openalex.org/W4206122811","https://openalex.org/W2888841658","https://openalex.org/W2188829624","https://openalex.org/W2093292986"],"abstract_inverted_index":{"The":[0,193],"main":[1],"purpose":[2],"of":[3,16,46,64,178],"the":[4,14,20,26,43,79,131,141,146,155,160,166,169,172,176,187,199,203,209,214,219,225,233,237,243,248,253,259,268],"present":[5],"study":[6,161,260],"is":[7],"to":[8,37,72,112,115,118,272],"apply":[9],"three":[10,180],"classification":[11],"models,":[12],"namely,":[13],"index":[15,126],"entropy":[17],"(IOE)":[18],"model,":[19,24,168],"logistic":[21],"regression":[22],"(LR)":[23],"and":[25,58,61,91,122,130,151,171,184,213,247,277],"support":[27],"vector":[28],"machine":[29],"(SVM)":[30],"model":[31,201,211,216,235,245,250],"by":[32,140,208,242],"radial":[33],"basis":[34],"function":[35],"(RBF),":[36],"produce":[38,73],"landslide":[39,51,66,75,80,97,156,254,279],"susceptibility":[40,157,255],"maps":[41,158],"for":[42,89,159,258,267],"Fugu":[44,269],"County":[45,270],"Shaanxi":[47],"Province,":[48],"China.":[49],"Firstly,":[50],"locations":[52],"were":[53,68,82,128,138,163],"extracted":[54],"from":[55],"field":[56],"investigation":[57],"aerial":[59],"photographs,":[60],"a":[62,74,229],"total":[63],"194":[65],"polygons":[67],"transformed":[69],"into":[70,85],"points":[71,81],"inventory":[76],"map.":[77],"Secondly,":[78],"randomly":[83],"split":[84],"two":[86],"groups":[87],"(70/30)":[88],"training":[90],"validation":[92],"purposes,":[93],"respectively.":[94],"Then,":[95],"10":[96],"explanatory":[98],"variables,":[99],"such":[100],"as":[101],"slope":[102,104],"aspect,":[103],"angle,":[105],"altitude,":[106],"lithology,":[107],"mean":[108],"annual":[109],"precipitation,":[110],"distance":[111,114,117],"roads,":[113],"rivers,":[116],"faults,":[119],"land":[120,275],"use,":[121],"normalized":[123],"difference":[124],"vegetation":[125],"(NDVI),":[127],"selected":[129],"potential":[132],"multicollinearity":[133],"problems":[134],"between":[135],"these":[136,179],"factors":[137],"detected":[139],"Pearson":[142],"Correlation":[143],"Coefficient":[144],"(PCC),":[145],"variance":[147],"inflation":[148],"factor":[149],"(VIF),":[150],"tolerance":[152],"(TOL).":[153],"Subsequently,":[154],"region":[162,261],"obtained":[164],"using":[165,186],"IOE":[167,210,244],"LR-IOE,":[170],"SVM-IOE":[173,215,249],"model.":[174],"Finally,":[175],"performance":[177],"models":[181],"was":[182],"verified":[183],"compared":[185],"receiver":[188],"operating":[189],"characteristics":[190],"(ROC)":[191],"curve.":[192],"success":[194],"rate":[195],"results":[196],"showed":[197,223],"that":[198,224],"LR-IOE":[200,234],"has":[202],"highest":[204,238],"accuracy":[205,227,239],"(90.11%),":[206],"followed":[207,241],"(87.43%)":[212],"(86.53%).":[217],"Similarly,":[218],"AUC":[220],"values":[221],"also":[222],"prediction":[226],"expresses":[228],"similar":[230],"result,":[231],"with":[232],"having":[236],"(81.84%),":[240],"(76.86%)":[246],"(76.61%).":[251],"Thus,":[252],"map":[256],"(LSM)":[257],"can":[262],"provide":[263],"an":[264],"effective":[265],"reference":[266],"government":[271],"properly":[273],"address":[274],"planning":[276],"mitigate":[278],"risk.":[280]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":20}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}