{"id":"https://openalex.org/W4403708864","doi":"https://doi.org/10.1145/3690407.3690497","title":"Landslide Susceptibility Assessment in Zigui County Based on Heterogeneous Ensemble Model","display_name":"Landslide Susceptibility Assessment in Zigui County Based on Heterogeneous Ensemble Model","publication_year":2024,"publication_date":"2024-06-21","ids":{"openalex":"https://openalex.org/W4403708864","doi":"https://doi.org/10.1145/3690407.3690497"},"language":"en","primary_location":{"id":"doi:10.1145/3690407.3690497","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3690407.3690497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Artificial Intelligence, Big Data and Algorithms","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100388542","display_name":"Limin Li","orcid":"https://orcid.org/0000-0003-0861-7366"},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Li","raw_affiliation_strings":["School of Electronics and Information, Xi'an Polytechnic University, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0003-0861-7366","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Xi'an Polytechnic University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I27599042"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qingqing Feng","orcid":"https://orcid.org/0009-0009-6088-3961"},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingqing Feng","raw_affiliation_strings":["School of Electronics and Information, Xi'an Polytechnic University, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0009-6088-3961","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Xi'an Polytechnic University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I27599042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039873549","display_name":"Byeong-Ok Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Yu","raw_affiliation_strings":["School of Electronics and Information, Xi'an Polytechnic University, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0003-5145-220X","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Xi'an Polytechnic University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I27599042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114388100","display_name":"Haiyang Shui","orcid":"https://orcid.org/0009-0008-8011-9939"},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyang Shui","raw_affiliation_strings":["School of Electronics and Information, Xi'an Polytechnic University, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0008-8011-9939","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Xi'an Polytechnic University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I27599042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114388101","display_name":"Chen Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Gao","raw_affiliation_strings":["School of Electronics and Information, Xi45an Polytechnic University, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0006-6404-8646","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Xi45an Polytechnic University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I27599042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27599042"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"518","last_page":"523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9995999932289124,"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":0.9995999932289124,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9706000089645386,"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/T10555","display_name":"Fire effects on ecosystems","score":0.9438999891281128,"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":0.5928033590316772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4768841564655304},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3103509545326233},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.16210469603538513}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.5928033590316772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4768841564655304},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3103509545326233},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.16210469603538513}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3690407.3690497","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3690407.3690497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Artificial Intelligence, Big Data and Algorithms","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.7699999809265137,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W4293479196","https://openalex.org/W4303832847","https://openalex.org/W4306291649","https://openalex.org/W4391556434"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"Machine":[0],"learning":[1,73],"models":[2,61],"have":[3],"been":[4],"extensively":[5],"applied":[6],"to":[7,20,68,95,144],"assess":[8],"landslide":[9,134],"susceptibility,":[10],"but":[11],"the":[12,24,41,65,77,86,89,97,107,112,117,130],"effectiveness":[13],"of":[14,26,33,83,100,151],"susceptibility":[15,98,135],"assessment":[16,46],"varies":[17],"from":[18,138],"model":[19,67,87,110,140],"model.":[21,36,74,132],"To":[22],"overcome":[23],"limitation":[25],"insufficient":[27],"evaluation":[28,114],"precision":[29],"and":[30,44,51,59,116,125,149],"generalization":[31],"ability":[32],"a":[34,70],"single":[35],"Taking":[37],"Zigui":[38,101,145],"County":[39,146],"as":[40,64],"study":[42],"area,":[43],"nine":[45],"factors":[47],"including":[48],"elevation,":[49],"NDVI,":[50],"lithology":[52],"et":[53],"al,":[54],"are":[55,120],"collected.":[56],"RF,":[57],"SVM,":[58],"ANN":[60],"were":[62],"used":[63],"base":[66,131],"establish":[69],"heterogeneous":[71,108],"ensemble":[72,109],"By":[75],"comparing":[76],"accuracy,":[78],"precision,":[79],"recall,":[80],"AUC":[81,118],"values":[82,119],"four":[84],"models,":[85],"with":[88,129],"highest":[90],"accuracy":[91,115],"will":[92],"be":[93],"determined":[94],"draw":[96],"map":[99,136],"County.":[102],"The":[103,133],"results":[104],"suggest":[105],"that":[106],"has":[111],"best":[113],"improved":[121],"by":[122],"0.03,":[123],"0.032":[124],"0.226":[126],"respectively":[127],"compared":[128],"created":[137],"this":[139],"can":[141],"provide":[142],"help":[143],"for":[147],"planning":[148],"management":[150],"geohazards.":[152]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}