{"id":"https://openalex.org/W4388725162","doi":"https://doi.org/10.1080/13658816.2023.2273877","title":"A cellular automaton integrating spatial case-based reasoning for predicting local landslide hazards","display_name":"A cellular automaton integrating spatial case-based reasoning for predicting local landslide hazards","publication_year":2023,"publication_date":"2023-11-15","ids":{"openalex":"https://openalex.org/W4388725162","doi":"https://doi.org/10.1080/13658816.2023.2273877"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2023.2273877","pdf_url":null,"source":{"id":"https://openalex.org/S111872859","display_name":"International Journal of Geographical Information Science","issn_l":"1365-8816","issn":["1365-8816","1365-8824"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","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/A5038778629","display_name":"Jian Hua Chen","orcid":"https://orcid.org/0000-0002-9154-3013"},"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":"Jianhua Chen","raw_affiliation_strings":["College of Geophysics, Chengdu University of Technology, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Geophysics, Chengdu University of Technology, Chengdu, China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038509219","display_name":"Kaihang Xu","orcid":null},"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":"Kaihang Xu","raw_affiliation_strings":["College of Geophysics, Chengdu University of Technology, Chengdu, China; Sichuan Engineering Technology Research Center of Geological Disaster Prevention, Chengdu, China","Sichuan Engineering Technology Research Center of Geological Disaster Prevention, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Geophysics, Chengdu University of Technology, Chengdu, China; Sichuan Engineering Technology Research Center of Geological Disaster Prevention, Chengdu, China","institution_ids":["https://openalex.org/I31595395"]},{"raw_affiliation_string":"Sichuan Engineering Technology Research Center of Geological Disaster Prevention, Chengdu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007396467","display_name":"Zheng Zhao","orcid":"https://orcid.org/0000-0001-9586-268X"},"institutions":[{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhao","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, China Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, China Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210160793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018853971","display_name":"Xianxia Gan","orcid":null},"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":"Xianxia Gan","raw_affiliation_strings":["College of Geophysics, Chengdu University of Technology, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Geophysics, Chengdu University of Technology, Chengdu, China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037040119","display_name":"Huawei Xie","orcid":null},"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":"Huawei Xie","raw_affiliation_strings":["College of Geophysics, Chengdu University of Technology, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Geophysics, Chengdu University of Technology, Chengdu, China","institution_ids":["https://openalex.org/I31595395"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.018,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.672021,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":84,"max":87},"biblio":{"volume":"38","issue":"1","first_page":"100","last_page":"127"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9981,"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":0.9981,"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":0.9903,"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9472,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.87233055},{"id":"https://openalex.org/C520944541","wikidata":"https://www.wikidata.org/wiki/Q702232","display_name":"Zoning","level":2,"score":0.8013327},{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.69145465},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.6121822},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5592494},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.52533627},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41193908},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.41039926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40683895},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.36562258},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3129092},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28675446},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27214676},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25682032},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.1921944},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.16169745},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.109763},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2023.2273877","pdf_url":null,"source":{"id":"https://openalex.org/S111872859","display_name":"International Journal of Geographical Information Science","issn_l":"1365-8816","issn":["1365-8816","1365-8824"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":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":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.66,"display_name":"Climate action"}],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":null}],"datasets":[],"versions":[],"referenced_works_count":76,"referenced_works":["https://openalex.org/W1594493864","https://openalex.org/W1969946828","https://openalex.org/W1984641275","https://openalex.org/W2007271680","https://openalex.org/W2012776365","https://openalex.org/W2014489049","https://openalex.org/W2018197623","https://openalex.org/W2044648858","https://openalex.org/W2052611179","https://openalex.org/W2052914200","https://openalex.org/W2090091295","https://openalex.org/W2112515213","https://openalex.org/W2112796928","https://openalex.org/W2126385963","https://openalex.org/W2133059329","https://openalex.org/W2165698076","https://openalex.org/W2191091808","https://openalex.org/W2335559472","https://openalex.org/W2462792359","https://openalex.org/W2510250369","https://openalex.org/W2513059277","https://openalex.org/W2522792458","https://openalex.org/W2559169496","https://openalex.org/W2561857432","https://openalex.org/W2606414509","https://openalex.org/W2606460416","https://openalex.org/W2607662938","https://openalex.org/W2660994595","https://openalex.org/W2741965603","https://openalex.org/W2773432924","https://openalex.org/W2775427771","https://openalex.org/W2778633069","https://openalex.org/W2788433893","https://openalex.org/W2793337409","https://openalex.org/W2799444970","https://openalex.org/W2883414892","https://openalex.org/W2884118727","https://openalex.org/W2902437588","https://openalex.org/W2902611549","https://openalex.org/W2904702542","https://openalex.org/W2905543970","https://openalex.org/W2910183581","https://openalex.org/W2914636949","https://openalex.org/W2915483120","https://openalex.org/W2943844914","https://openalex.org/W2947825994","https://openalex.org/W2964189737","https://openalex.org/W2964838593","https://openalex.org/W2967019526","https://openalex.org/W2972470080","https://openalex.org/W2972785004","https://openalex.org/W2980376317","https://openalex.org/W2999520194","https://openalex.org/W3000365610","https://openalex.org/W3001841189","https://openalex.org/W3003882269","https://openalex.org/W3006712664","https://openalex.org/W3006912664","https://openalex.org/W3008217256","https://openalex.org/W3009123880","https://openalex.org/W3011623992","https://openalex.org/W3030359503","https://openalex.org/W3035127530","https://openalex.org/W3037121381","https://openalex.org/W3037891846","https://openalex.org/W3047918780","https://openalex.org/W3085034080","https://openalex.org/W3091298266","https://openalex.org/W3111915298","https://openalex.org/W3133853803","https://openalex.org/W3164108078","https://openalex.org/W3167605504","https://openalex.org/W3173407224","https://openalex.org/W3201230992","https://openalex.org/W4296251289","https://openalex.org/W977406996"],"related_works":["https://openalex.org/W4285335834","https://openalex.org/W4210628282","https://openalex.org/W3121717315","https://openalex.org/W2737009688","https://openalex.org/W263325194","https://openalex.org/W2622291647","https://openalex.org/W2616275900","https://openalex.org/W2389676928","https://openalex.org/W2389665785","https://openalex.org/W2205807669"],"abstract_inverted_index":{"Predicting":[0],"landslide":[1,28,81,86,155,177],"hazards":[2,29],"benefits":[3],"geological":[4],"disaster":[5],"prevention":[6],"and":[7,121,144,151],"control.":[8],"A":[9],"novel":[10],"cellular":[11],"automaton":[12],"(CA)":[13],"integrating":[14],"spatial":[15,40],"case-based":[16],"reasoning":[17],"(SCBR),":[18],"namely":[19],"SCBR-CA,":[20],"is":[21,56],"proposed":[22,35],"in":[23,65],"this":[24],"paper":[25],"to":[26,58,76,127,163],"predict":[27,175],"at":[30],"a":[31,71,100,104],"local":[32,176],"scale.":[33],"The":[34,109,134],"model":[36,173],"not":[37],"only":[38,53],"extracts":[39],"scene":[41],"features":[42],"for":[43,90],"computations":[44],"but":[45],"also":[46],"achieves":[47],"dynamic":[48],"prediction,":[49],"which":[50,168],"means":[51],"that":[52,138,170],"one":[54],"input":[55],"needed":[57],"obtain":[59,77],"continuous":[60],"predictions.":[61],"Experiments":[62],"were":[63,92,125],"performed":[64],"Lushan,":[66],"Sichuan,":[67],"China.":[68],"After":[69],"using":[70],"convolutional":[72],"neural":[73],"network":[74],"(CNN)":[75],"the":[78,85,95,112,116,129,132,152,171],"initial":[79],"static":[80,166],"hazard":[82,87,156],"zoning":[83,88,157],"results,":[84],"results":[89,136,158],"2016\u20132025":[91],"predicted":[93,154],"with":[94,103],"SCBR-CA":[96,139,172],"model.":[97,133],"For":[98],"comparison,":[99],"CA":[101],"combined":[102],"CNN":[105],"(CNN-CA),":[106],"was":[107],"introduced.":[108],"area":[110],"under":[111],"curve":[113,120],"(AUC)":[114],"of":[115,131,165],"receiver":[117],"operating":[118],"characteristic":[119],"Moran's":[122,145],"I":[123,146],"index":[124,147],"used":[126],"assess":[128],"performance":[130],"experimental":[135],"showed":[137],"yields":[140],"slightly":[141],"better":[142],"AUC":[143],"values":[148],"than":[149],"CNN-CA,":[150],"dynamically":[153],"are":[159],"equivalent":[160],"or":[161],"superior":[162],"those":[164],"zoning,":[167],"indicates":[169],"effectively":[174],"hazards.":[178]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4388725162","counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2025-01-18T01:39:46.749235","created_date":"2023-11-17"}