{"id":"https://openalex.org/W4288718711","doi":"https://doi.org/10.3390/rs14153620","title":"Chinese High Resolution Satellite Data and GIS-Based Assessment of Landslide Susceptibility along Highway G30 in Guozigou Valley Using Logistic Regression and MaxEnt Model","display_name":"Chinese High Resolution Satellite Data and GIS-Based Assessment of Landslide Susceptibility along Highway G30 in Guozigou Valley Using Logistic Regression and MaxEnt Model","publication_year":2022,"publication_date":"2022-07-28","ids":{"openalex":"https://openalex.org/W4288718711","doi":"https://doi.org/10.3390/rs14153620"},"language":"en","primary_location":{"id":"doi:10.3390/rs14153620","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14153620","pdf_url":"https://www.mdpi.com/2072-4292/14/15/3620/pdf?version=1659427232","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/2072-4292/14/15/3620/pdf?version=1659427232","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100414354","display_name":"Ying Liu","orcid":"https://orcid.org/0000-0002-9203-216X"},"institutions":[{"id":"https://openalex.org/I4210103115","display_name":"Xinjiang Institute of Ecology and Geography","ror":"https://ror.org/01a8ev928","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210103115"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210101675","display_name":"Research Center for Ecology and Environment of Central Asia","ror":"https://ror.org/00q2dta10","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101675","https://openalex.org/I4210103115"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Liu","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","Key Laboratory of GIS & RS Application Xinjiang Uygur Autonomous Region, Urumqi 830011, China","Research Center for Ecology and Environment of Central Asia, Chinese Academy of Sciences, Urumqi 830011, China","State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Laboratory of GIS & RS Application Xinjiang Uygur Autonomous Region, Urumqi 830011, China","institution_ids":[]},{"raw_affiliation_string":"Research Center for Ecology and Environment of Central Asia, Chinese Academy of Sciences, Urumqi 830011, China","institution_ids":["https://openalex.org/I4210101675","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China","institution_ids":["https://openalex.org/I4210103115","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101004435","display_name":"Zhao Liang-jun","orcid":null},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liangjun Zhao","raw_affiliation_strings":["Computer Science and Engineering, Sichuan University of Science and Engineering, Yibin 644000, China"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Sichuan University of Science and Engineering, Yibin 644000, China","institution_ids":["https://openalex.org/I64852412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100759025","display_name":"Anming Bao","orcid":"https://orcid.org/0000-0002-6221-7403"},"institutions":[{"id":"https://openalex.org/I4210103115","display_name":"Xinjiang Institute of Ecology and Geography","ror":"https://ror.org/01a8ev928","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210103115"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210101675","display_name":"Research Center for Ecology and Environment of Central Asia","ror":"https://ror.org/00q2dta10","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101675","https://openalex.org/I4210103115"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anming Bao","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","Key Laboratory of GIS & RS Application Xinjiang Uygur Autonomous Region, Urumqi 830011, China","Research Center for Ecology and Environment of Central Asia, Chinese Academy of Sciences, Urumqi 830011, China","State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Laboratory of GIS & RS Application Xinjiang Uygur Autonomous Region, Urumqi 830011, China","institution_ids":[]},{"raw_affiliation_string":"Research Center for Ecology and Environment of Central Asia, Chinese Academy of Sciences, Urumqi 830011, China","institution_ids":["https://openalex.org/I4210101675","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China","institution_ids":["https://openalex.org/I4210103115","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100646956","display_name":"Junli Li","orcid":"https://orcid.org/0000-0002-1054-5966"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210103115","display_name":"Xinjiang Institute of Ecology and Geography","ror":"https://ror.org/01a8ev928","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210103115"]},{"id":"https://openalex.org/I4210101675","display_name":"Research Center for Ecology and Environment of Central Asia","ror":"https://ror.org/00q2dta10","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101675","https://openalex.org/I4210103115"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junli Li","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","Key Laboratory of GIS & RS Application Xinjiang Uygur Autonomous Region, Urumqi 830011, China","Research Center for Ecology and Environment of Central Asia, Chinese Academy of Sciences, Urumqi 830011, China","State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Laboratory of GIS & RS Application Xinjiang Uygur Autonomous Region, Urumqi 830011, China","institution_ids":[]},{"raw_affiliation_string":"Research Center for Ecology and Environment of Central Asia, Chinese Academy of Sciences, Urumqi 830011, China","institution_ids":["https://openalex.org/I4210101675","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China","institution_ids":["https://openalex.org/I4210103115","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102123055","display_name":"Xiaobing Yan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaobing Yan","raw_affiliation_strings":["Transport Department of Xinjiang Uygur Autonomous Region, Urumqi 830000, China"],"affiliations":[{"raw_affiliation_string":"Transport Department of Xinjiang Uygur Autonomous Region, Urumqi 830000, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101004435"],"corresponding_institution_ids":["https://openalex.org/I64852412"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":12.2034,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.98569515,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"14","issue":"15","first_page":"3620","last_page":"3620"},"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9621000289916992,"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/T10889","display_name":"Soil erosion and sediment transport","score":0.9592999815940857,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.8559070229530334},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5126025080680847},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.4273264706134796},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.31999337673187256},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.28870558738708496},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2038126289844513},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.11112284660339355}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.8559070229530334},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5126025080680847},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.4273264706134796},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.31999337673187256},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.28870558738708496},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2038126289844513},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.11112284660339355},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14153620","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14153620","pdf_url":"https://www.mdpi.com/2072-4292/14/15/3620/pdf?version=1659427232","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:16a05966ad614e47a1edd9d1ef0f3cbd","is_oa":true,"landing_page_url":"https://doaj.org/article/16a05966ad614e47a1edd9d1ef0f3cbd","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 14, Iss 15, p 3620 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/15/3620/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14153620","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 14; Issue 15; Pages: 3620","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14153620","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14153620","pdf_url":"https://www.mdpi.com/2072-4292/14/15/3620/pdf?version=1659427232","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/11","display_name":"Sustainable cities and communities","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4288718711.pdf","grobid_xml":"https://content.openalex.org/works/W4288718711.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W596984334","https://openalex.org/W1057892209","https://openalex.org/W1613165158","https://openalex.org/W1968546252","https://openalex.org/W1971095756","https://openalex.org/W1979486410","https://openalex.org/W1994454004","https://openalex.org/W2002271711","https://openalex.org/W2003049509","https://openalex.org/W2003381260","https://openalex.org/W2012118327","https://openalex.org/W2020062384","https://openalex.org/W2022724931","https://openalex.org/W2030675529","https://openalex.org/W2037467570","https://openalex.org/W2044579603","https://openalex.org/W2058082754","https://openalex.org/W2059910975","https://openalex.org/W2065949495","https://openalex.org/W2071817646","https://openalex.org/W2080996603","https://openalex.org/W2082622325","https://openalex.org/W2090105324","https://openalex.org/W2093703725","https://openalex.org/W2105714409","https://openalex.org/W2108156084","https://openalex.org/W2113746882","https://openalex.org/W2119202692","https://openalex.org/W2120630093","https://openalex.org/W2122447387","https://openalex.org/W2130039765","https://openalex.org/W2134955829","https://openalex.org/W2138421509","https://openalex.org/W2139416101","https://openalex.org/W2147373555","https://openalex.org/W2147555471","https://openalex.org/W2159027331","https://openalex.org/W2322574309","https://openalex.org/W2416678765","https://openalex.org/W2523887947","https://openalex.org/W2579180916","https://openalex.org/W2616175968","https://openalex.org/W2731040012","https://openalex.org/W2789555074","https://openalex.org/W2793831793","https://openalex.org/W2803545965","https://openalex.org/W2880239935","https://openalex.org/W2883173869","https://openalex.org/W2888400374","https://openalex.org/W2893375660","https://openalex.org/W2913546149","https://openalex.org/W2944593523","https://openalex.org/W2949343027","https://openalex.org/W2950771096","https://openalex.org/W2970545080","https://openalex.org/W2993717253","https://openalex.org/W2996317190","https://openalex.org/W2999310044","https://openalex.org/W3036091573","https://openalex.org/W3044360060","https://openalex.org/W3048285196","https://openalex.org/W3139151486","https://openalex.org/W3159603761","https://openalex.org/W4211214389"],"related_works":["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/W70668483","https://openalex.org/W2885606342","https://openalex.org/W3106883776","https://openalex.org/W2950100253"],"abstract_inverted_index":{"Landslide":[0,61],"disasters":[1],"frequently":[2],"occur":[3],"along":[4,258,282],"the":[5,9,12,40,45,56,80,88,97,114,117,132,179,187,198,207,218,223,231,239,254,259,283,296],"highway":[6,90,284,289],"G30":[7,91],"in":[8,92,131,293],"Guozigou":[10,93,294],"Valley,":[11,94,295],"corridor":[13],"of":[14,27,44,79,99,116,197,206,226,238,288],"energy,":[15],"material,":[16],"economic":[17],"and":[18,24,29,55,68,73,102,110,112,122,141,157,172,192,236,244,270,285,291],"cultural":[19],"exchange,":[20],"etc.,":[21],"between":[22],"Yili":[23],"other":[25],"cities":[26],"China":[28,95],"Central":[30],"Asia.":[31],"However,":[32],"little":[33],"attention":[34],"has":[35],"been":[36],"paid":[37],"to":[38,84,161,190,230,248,272],"assess":[39],"detailed":[41],"landslide":[42,75,145,168,211,250,256,263,280],"susceptibility":[43,62,212,257,264],"strategically":[46],"important":[47],"highway,":[48],"especially":[49],"with":[50,96,167,222,253],"high":[51,104],"spatial":[52,165],"resolution":[53,105],"data":[54],"generative":[57],"presence-only":[58],"MaxEnt":[59,173,199,232],"model.":[60,209],"assessment":[63],"(LSA)":[64],"is":[65,242],"a":[66],"first":[67],"vital":[69],"step":[70],"for":[71,87,276],"preventing":[72,277],"mitigating":[74,279],"hazards.":[76],"The":[77,170,195,261],"goal":[78],"current":[81],"study":[82,133,240],"was":[83,201,214],"perform":[85],"LSA":[86],"landslide-prone":[89],"aid":[98],"GIS":[100],"tools":[101],"Chinese":[103],"Gaofen-1":[106],"(GF-1)":[107],"satellite":[108,137],"data,":[109,138,140],"analyze":[111],"compare":[113],"performance":[115,175,196],"maximum":[118],"entropy":[119],"(MaxEnt)":[120],"model":[121,174,200,233],"logistic":[123],"regression":[124],"(LR).":[125],"Thirty":[126],"five":[127],"landslides":[128,219],"were":[129,159,176],"determined":[130],"region,":[134],"using":[135],"GF-1":[136],"official":[139],"field":[142],"surveys.":[143],"Seven":[144],"conditioning":[146],"factors,":[147],"including":[148],"altitude,":[149],"slope,":[150],"aspect,":[151],"gully":[152],"density,":[153,156],"lithology,":[154],"faults":[155],"NDVI,":[158],"used":[160],"investigate":[162],"their":[163],"existing":[164],"relationships":[166],"occurrences.":[169],"LR":[171,208],"assessed":[177],"by":[178],"receiver":[180],"operating":[181],"characteristic":[182],"curve,":[183],"presenting":[184],"areas":[185],"under":[186],"curve":[188],"equal":[189],"0.85":[191],"0.94,":[193],"respectively.":[194],"slightly":[202],"better":[203],"than":[204],"that":[205],"A":[210],"map":[213,265],"created":[215],"through":[216],"reclassifying":[217],"occurrence":[220],"probability":[221],"classification":[224],"method":[225],"natural":[227],"breaks.":[228],"According":[229],"results,":[234],"3.29%":[235],"3.82%":[237],"region":[241],"highly":[243,246],"very":[245],"susceptible":[247],"future":[249],"events,":[251],"respectively,":[252],"highest":[255],"highway.":[260],"generated":[262],"could":[266],"help":[267],"government":[268],"agencies":[269],"decision-makers":[271],"make":[273],"wise":[274],"decisions":[275],"or":[278],"hazards":[281],"design":[286],"schemes":[287],"engineering":[290],"maintenance":[292],"mountainous":[297],"areas.":[298]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2022-07-30T00:00:00"}
