{"id":"https://openalex.org/W4403254748","doi":"https://doi.org/10.1080/13658816.2024.2411001","title":"Disaster vulnerability in road networks: a data-driven approach through analyzing network topology and movement activity","display_name":"Disaster vulnerability in road networks: a data-driven approach through analyzing network topology and movement activity","publication_year":2024,"publication_date":"2024-10-09","ids":{"openalex":"https://openalex.org/W4403254748","doi":"https://doi.org/10.1080/13658816.2024.2411001"},"language":"en","primary_location":{"id":"doi:10.1080/13658816.2024.2411001","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2024.2411001","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"},"type":"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/A5003431628","display_name":"Danial Alizadeh","orcid":"https://orcid.org/0009-0000-9459-3078"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Danial Alizadeh","raw_affiliation_strings":["Department of Geography, University of California Santa Barbara","Department of Geography, University of California Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":"https://orcid.org/0009-0000-9459-3078","affiliations":[{"raw_affiliation_string":"Department of Geography, University of California Santa Barbara","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"Department of Geography, University of California Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064138235","display_name":"Somayeh Dodge","orcid":"https://orcid.org/0000-0003-0335-3576"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Somayeh Dodge","raw_affiliation_strings":["Department of Geography, University of California Santa Barbara","Department of Geography, University of California Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":"https://orcid.org/0000-0003-0335-3576","affiliations":[{"raw_affiliation_string":"Department of Geography, University of California Santa Barbara","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"Department of Geography, University of California Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003431628"],"corresponding_institution_ids":["https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":3.4747,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.93191682,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"39","issue":"5","first_page":"1035","last_page":"1056"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.6408858895301819},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.5060145258903503},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5005340576171875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4968738853931427},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.49374327063560486},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.453738808631897},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.35218220949172974},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.28657931089401245},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2324945628643036},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2118602991104126}],"concepts":[{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.6408858895301819},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.5060145258903503},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5005340576171875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4968738853931427},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.49374327063560486},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.453738808631897},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.35218220949172974},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.28657931089401245},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2324945628643036},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2118602991104126},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/13658816.2024.2411001","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2024.2411001","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.8399999737739563}],"awards":[{"id":"https://openalex.org/G2461329358","display_name":null,"funder_award_id":"BCS-2043202","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W44147739","https://openalex.org/W1527366066","https://openalex.org/W1682091427","https://openalex.org/W1968766531","https://openalex.org/W1989326655","https://openalex.org/W2004841112","https://openalex.org/W2010769455","https://openalex.org/W2028126649","https://openalex.org/W2031410690","https://openalex.org/W2065769502","https://openalex.org/W2088061407","https://openalex.org/W2099970772","https://openalex.org/W2123785786","https://openalex.org/W2132022337","https://openalex.org/W2139541433","https://openalex.org/W2171707538","https://openalex.org/W2549766072","https://openalex.org/W2779541727","https://openalex.org/W2798214469","https://openalex.org/W2901911613","https://openalex.org/W2918645158","https://openalex.org/W2943512810","https://openalex.org/W2951857974","https://openalex.org/W2996479093","https://openalex.org/W3004293981","https://openalex.org/W3011727728","https://openalex.org/W3016054986","https://openalex.org/W3047132168","https://openalex.org/W3113257154","https://openalex.org/W3139152563","https://openalex.org/W3152648863","https://openalex.org/W3207748970","https://openalex.org/W4281702634","https://openalex.org/W4282983581","https://openalex.org/W4296307131","https://openalex.org/W4385651612","https://openalex.org/W4392899074","https://openalex.org/W6633705465","https://openalex.org/W6653822147"],"related_works":["https://openalex.org/W2086397253","https://openalex.org/W2133122801","https://openalex.org/W600422426","https://openalex.org/W2184114188","https://openalex.org/W2007156430","https://openalex.org/W3081478936","https://openalex.org/W2348328675","https://openalex.org/W4234486410","https://openalex.org/W2353407213","https://openalex.org/W2785612136"],"abstract_inverted_index":{"The":[0,60,120,141],"rise":[1],"in":[2,75,78,126,168],"natural":[3],"disasters":[4],"and":[5,12,25,29,33,46,57,95,103],"climate-induced":[6],"events,":[7],"such":[8],"as":[9,106],"wildfires,":[10],"hurricanes,":[11],"flooding,":[13],"has":[14],"significantly":[15],"affected":[16],"urban":[17,38],"life.":[18],"These":[19],"events":[20],"can":[21],"disrupt":[22],"daily":[23],"activity":[24,105],"flows":[26],"of":[27,62,90,114,122,134,155,163],"individuals":[28],"goods":[30],"on":[31,117],"road":[32,48,76,91,165],"transit":[34],"networks.":[35],"To":[36,83],"enhance":[37],"resilience":[39],"against":[40],"disasters,":[41],"it\u2019s":[42],"crucial":[43],"to":[44,54,66,72,80,170,174],"study":[45,146],"understand":[47],"network":[49,100,156,166,177],"vulnerability,":[50],"utilizing":[51],"data-driven":[52,69],"insights":[53],"inform":[55],"planning":[56],"preparedness":[58],"efforts.":[59],"aim":[61],"this":[63,145],"paper":[64],"is":[65,108],"develop":[67],"a":[68,81,159,171],"exploratory":[70],"approach":[71,124],"assess":[73],"vulnerability":[74,167],"networks":[77],"response":[79,169],"disruption.":[82],"accomplish":[84],"this,":[85],"we":[86],"compare":[87],"the":[88,99,118,128,139,153,164],"centrality":[89],"segments":[92],"before,":[93],"during,":[94],"after":[96],"disaster,":[97],"considering":[98],"topological":[101],"structure":[102],"movement":[104,131,150],"it":[107],"observed":[109],"through":[110],"large":[111],"tracking":[112],"data":[113,151],"cellphone":[115],"traces":[116],"network.":[119,140],"novelty":[121],"our":[123],"lies":[125],"inferring":[127],"impact":[129],"from":[130,138,144],"data,":[132],"instead":[133],"manually":[135],"removing":[136],"links":[137],"results":[142],"obtained":[143],"suggest":[147],"that":[148],"incorporating":[149],"into":[152],"assessment":[154],"functionality":[157],"provides":[158],"more":[160],"realistic":[161],"estimation":[162],"disruption,":[172],"compared":[173],"solely":[175],"using":[176],"topology.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}