{"id":"https://openalex.org/W4406569887","doi":"https://doi.org/10.1038/s41598-025-86207-4","title":"Evaluation of snow-drifting influencing factors and susceptibility of transportation infrastructure lines","display_name":"Evaluation of snow-drifting influencing factors and susceptibility of transportation infrastructure lines","publication_year":2025,"publication_date":"2025-01-18","ids":{"openalex":"https://openalex.org/W4406569887","doi":"https://doi.org/10.1038/s41598-025-86207-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/39828877","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11743594"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-025-86207-4","doi":"https://doi.org/10.1038/s41598-025-86207-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-025-86207-4","pdf_url":"https://www.nature.com/articles/s41598-025-86207-4.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-025-86207-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101469911","display_name":"Pengxiang Li","orcid":"https://orcid.org/0000-0003-4414-6186","observed_orcids":["https://orcid.org/0000-0003-4414-6186","https://orcid.org/0009-0009-5595-442X","https://orcid.org/0009-0009-2724-8771"]},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]},{"id":"https://openalex.org/I4210107055","display_name":"China Academy of Transportation Sciences","ror":"https://ror.org/012f3dh63","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210107055"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengxiang Li","raw_affiliation_strings":["School of Civil Engineering, Beijing Jiaotong University, Beijing, 100044, China","Transportation Development Research Center, China Academy of Transportation Sciences, Beijing, 100029, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering, Beijing Jiaotong University, Beijing, 100044, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Transportation Development Research Center, China Academy of Transportation Sciences, Beijing, 100029, China","institution_ids":["https://openalex.org/I4210107055"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Aiying Gao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210107055","display_name":"China Academy of Transportation Sciences","ror":"https://ror.org/012f3dh63","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210107055"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Aiying Gao","raw_affiliation_strings":["Transportation Development Research Center, China Academy of Transportation Sciences, Beijing, 100029, China. 19115058@bjtu.edu.cn","Transportation Development Research Center, China Academy of Transportation Sciences, Beijing, 100029, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transportation Development Research Center, China Academy of Transportation Sciences, Beijing, 100029, China. 19115058@bjtu.edu.cn","institution_ids":["https://openalex.org/I4210107055"]},{"raw_affiliation_string":"Transportation Development Research Center, China Academy of Transportation Sciences, Beijing, 100029, China","institution_ids":["https://openalex.org/I4210107055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102880820","display_name":"Mingzhou Bai","orcid":"https://orcid.org/0000-0003-4135-0990","observed_orcids":["https://orcid.org/0000-0003-4135-0990","https://orcid.org/0009-0006-5346-2091"]},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzhou Bai","raw_affiliation_strings":["School of Civil Engineering, Beijing Jiaotong University, Beijing, 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering, Beijing Jiaotong University, Beijing, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069132107","display_name":"Shumao Qiu","orcid":"https://orcid.org/0000-0002-7959-6817","observed_orcids":["https://orcid.org/0000-0002-7959-6817"]},"institutions":[{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]},{"id":"https://openalex.org/I4210139553","display_name":"Research Institute of Highway","ror":"https://ror.org/0335kqk33","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216","https://openalex.org/I4210139553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shumao Qiu","raw_affiliation_strings":["Research Institute of Highway, Ministry of Transport, Beijing, 100088, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute of Highway, Ministry of Transport, Beijing, 100088, China","institution_ids":["https://openalex.org/I4210127216","https://openalex.org/I4210139553"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210107055"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":1.9057,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84347188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"15","issue":"1","first_page":"2434","last_page":"2434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.8413000106811523,"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":0.8413000106811523,"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/T10644","display_name":"Cryospheric studies and observations","score":0.029200000688433647,"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/T12383","display_name":"Aeolian processes and effects","score":0.028699999675154686,"subfield":{"id":"https://openalex.org/subfields/1904","display_name":"Earth-Surface Processes"},"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/snow-drift","display_name":"blowing snow","score":0.7379999756813049},{"id":"https://openalex.org/keywords/transport-infrastructure","display_name":"transport infrastructure","score":0.7590000033378601},{"id":"https://openalex.org/keywords/road-safety","display_name":"road safety","score":0.5490000247955322},{"id":"https://openalex.org/keywords/cold-regions","display_name":"cold regions","score":0.8840000033378601},{"id":"https://openalex.org/keywords/high-risk-area-identification","display_name":"high-risk area identification","score":0.8130000233650208},{"id":"https://openalex.org/keywords/xinjiang","display_name":"Xinjiang","score":0.5960000157356262}],"concepts":[{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.7742998600006104},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.7534019947052002},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4897639751434326},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4682133197784424},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4153614938259125},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.38799533247947693},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2423766553401947},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.15181154012680054},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12961161136627197}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41598-025-86207-4","doi":"https://doi.org/10.1038/s41598-025-86207-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-025-86207-4","pdf_url":"https://www.nature.com/articles/s41598-025-86207-4.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11743594","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11743594","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11743594/pdf/41598_2025_Article_86207.pdf","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,"listed_in":[],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sci Rep","raw_type":"Text"},{"id":"pmid:39828877","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39828877","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,"listed_in":[],"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":"Scientific reports","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:13e672ce8a10423d9c9f0ce8da49b835","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/13e672ce8a10423d9c9f0ce8da49b835","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,"listed_in":[],"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":"Scientific Reports, Vol 15, Iss 1, Pp 1-12 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41598-025-86207-4","doi":"https://doi.org/10.1038/s41598-025-86207-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-025-86207-4","pdf_url":"https://www.nature.com/articles/s41598-025-86207-4.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":1.0,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Sustainable cities and communities","score":0.8787999749183655,"id":"https://metadata.un.org/sdg/11"},{"display_name":"Climate action","score":0.5351999998092651,"id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406569887.pdf","grobid_xml":"https://content.openalex.org/works/W4406569887.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1493707245","https://openalex.org/W1532468533","https://openalex.org/W1555302392","https://openalex.org/W1996470885","https://openalex.org/W2004657092","https://openalex.org/W2044954890","https://openalex.org/W2051808795","https://openalex.org/W2056864471","https://openalex.org/W2060169241","https://openalex.org/W2077290180","https://openalex.org/W2127579075","https://openalex.org/W2756461491","https://openalex.org/W2769126002","https://openalex.org/W2794122506","https://openalex.org/W2902522997","https://openalex.org/W2908080016","https://openalex.org/W2914480164","https://openalex.org/W2940587411","https://openalex.org/W3003549789","https://openalex.org/W3091862432","https://openalex.org/W3137141693","https://openalex.org/W4213095612","https://openalex.org/W4300818476"],"related_works":["https://openalex.org/W4213095612","https://openalex.org/W4386954851","https://openalex.org/W2103124349","https://openalex.org/W2889161098","https://openalex.org/W4401701612","https://openalex.org/W2523083899","https://openalex.org/W2352797214","https://openalex.org/W7022482668","https://openalex.org/W1533892316","https://openalex.org/W4413957447"],"abstract_inverted_index":{"The":[0,91,143,163],"construction":[1],"of":[2,14,19,30,59,86,94,114,122,139,150,165,193],"transportation":[3,31,36,196],"infrastructure":[4,62,197],"lines":[5],"alters":[6],"the":[7,17,27,45,68,74,84,100,105,112,120,133,137,140,147,151,166,171],"natural":[8],"terrain,":[9],"leading":[10],"to":[11,66,83,110,119],"uneven":[12],"redistribution":[13],"snow":[15],"under":[16],"influence":[18],"snow-drifting,":[20],"which":[21],"can":[22],"compromise":[23],"road":[24],"safety.":[25],"With":[26],"ongoing":[28],"expansion":[29],"networks":[32],"in":[33,64],"cold":[34],"regions,":[35],"engineers":[37],"are":[38],"increasingly":[39],"focusing":[40],"on":[41,51],"snow-drifting":[42,87,129,194],"phenomena":[43],"and":[44,70,79,104,136,154,160],"associated":[46],"disasters.":[47],"This":[48,117,186],"study,":[49],"based":[50],"a":[52,56,60,123],"GIS":[53],"platform,":[54],"conducts":[55],"case":[57],"study":[58],"transport":[61],"project":[63],"Xinjiang":[65],"analyze":[67],"geographical":[69],"environmental":[71],"conditions":[72],"along":[73,195],"route.":[75],"Through":[76],"on-site":[77],"monitoring":[78],"investigation,":[80],"factors":[81],"related":[82],"occurrence":[85],"disasters":[88],"were":[89,157],"implied.":[90],"WOE":[92],"(Weight":[93],"Evidence)":[95],"model":[96],"was":[97,108],"selected":[98],"as":[99],"base":[101],"evaluation":[102,115,125,141,148,179],"model,":[103],"BP-GA":[106],"algorithm":[107,168],"applied":[109],"optimize":[111],"weights":[113],"indicators.":[116],"led":[118],"establishment":[121],"susceptibility":[124],"index":[126],"system":[127],"for":[128,202],"disasters,":[130],"improving":[131],"both":[132],"computational":[134],"efficiency":[135],"accuracy":[138],"model.":[142],"results":[144,180],"indicate":[145],"that":[146],"accuracies":[149],"WOE,":[152],"WOE-BP,":[153],"WOE-BP-GA":[155],"models":[156],"72.32%,":[158],"75.32%,":[159],"85.18%,":[161],"respectively.":[162],"use":[164],"GA-BP":[167],"effectively":[169],"captured":[170],"complex":[172],"nonlinear":[173],"relationships":[174],"among":[175],"various":[176],"factors,":[177],"producing":[178],"highly":[181],"consistent":[182],"with":[183],"real-world":[184],"conditions.":[185],"method":[187],"may":[188],"efficiently":[189],"identify":[190],"high-risk":[191],"areas":[192],"lines,":[198],"providing":[199],"valuable":[200],"insights":[201],"disaster":[203],"prevention":[204],"using":[205],"ArcGIS.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2025-01-19T00:00:00"}