{"id":"https://openalex.org/W4225469057","doi":"https://doi.org/10.1140/epjds/s13688-022-00339-5","title":"Identifying urban features for vulnerable road user safety in Europe","display_name":"Identifying urban features for vulnerable road user safety in Europe","publication_year":2022,"publication_date":"2022-04-28","ids":{"openalex":"https://openalex.org/W4225469057","doi":"https://doi.org/10.1140/epjds/s13688-022-00339-5"},"language":"en","primary_location":{"id":"doi:10.1140/epjds/s13688-022-00339-5","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-022-00339-5","pdf_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-022-00339-5","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-022-00339-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060666286","display_name":"Marina Klanj\u010di\u0107","orcid":"https://orcid.org/0000-0002-9587-3685"},"institutions":[{"id":"https://openalex.org/I134940468","display_name":"Institute for Scientific Interchange","ror":"https://ror.org/00te2x188","country_code":"IT","type":"facility","lineage":["https://openalex.org/I134940468"]},{"id":"https://openalex.org/I4210155299","display_name":"LINKS Foundation","ror":"https://ror.org/059r3nh67","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155299"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marina Klanj\u010di\u0107","raw_affiliation_strings":["ISI Foundation, Via Chisola 5, 10126, Torino, Italy","LINKS Foundation, Via Pier Carlo Boggio 61, 10138, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISI Foundation, Via Chisola 5, 10126, Torino, Italy","institution_ids":["https://openalex.org/I134940468"]},{"raw_affiliation_string":"LINKS Foundation, Via Pier Carlo Boggio 61, 10138, Torino, Italy","institution_ids":["https://openalex.org/I4210155299"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024396732","display_name":"La\u00ebtitia Gauvin","orcid":"https://orcid.org/0000-0003-3085-8641"},"institutions":[{"id":"https://openalex.org/I134940468","display_name":"Institute for Scientific Interchange","ror":"https://ror.org/00te2x188","country_code":"IT","type":"facility","lineage":["https://openalex.org/I134940468"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Laetitia Gauvin","raw_affiliation_strings":["ISI Foundation, Via Chisola 5, 10126, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISI Foundation, Via Chisola 5, 10126, Torino, Italy","institution_ids":["https://openalex.org/I134940468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059787882","display_name":"Michele Tizzoni","orcid":"https://orcid.org/0000-0001-7246-2341"},"institutions":[{"id":"https://openalex.org/I134940468","display_name":"Institute for Scientific Interchange","ror":"https://ror.org/00te2x188","country_code":"IT","type":"facility","lineage":["https://openalex.org/I134940468"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Tizzoni","raw_affiliation_strings":["ISI Foundation, Via Chisola 5, 10126, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISI Foundation, Via Chisola 5, 10126, Torino, Italy","institution_ids":["https://openalex.org/I134940468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054586972","display_name":"Michael Szell","orcid":"https://orcid.org/0000-0003-3022-2483"},"institutions":[{"id":"https://openalex.org/I134940468","display_name":"Institute for Scientific Interchange","ror":"https://ror.org/00te2x188","country_code":"IT","type":"facility","lineage":["https://openalex.org/I134940468"]},{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK","IT"],"is_corresponding":true,"raw_author_name":"Michael Szell","raw_affiliation_strings":["Computer Science Department, IT University of Copenhagen, Rued Langgaards Vej 7, 2300, K\u00f8benhavn, Denmark","ISI Foundation, Via Chisola 5, 10126, Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3022-2483","affiliations":[{"raw_affiliation_string":"Computer Science Department, IT University of Copenhagen, Rued Langgaards Vej 7, 2300, K\u00f8benhavn, Denmark","institution_ids":["https://openalex.org/I83467386"]},{"raw_affiliation_string":"ISI Foundation, Via Chisola 5, 10126, Torino, Italy","institution_ids":["https://openalex.org/I134940468"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054586972"],"corresponding_institution_ids":["https://openalex.org/I134940468","https://openalex.org/I83467386"],"apc_list":{"value":1190,"currency":"GBP","value_usd":1459},"apc_paid":{"value":1190,"currency":"GBP","value_usd":1459},"fwci":4.3703,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93109966,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9955000281333923,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9955000281333923,"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5393170714378357},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.4155275523662567},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.365418016910553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32341182231903076},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23161199688911438}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5393170714378357},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4155275523662567},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.365418016910553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32341182231903076},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23161199688911438}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1140/epjds/s13688-022-00339-5","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-022-00339-5","pdf_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-022-00339-5","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/57aff91f-239c-45c1-ace2-8a6129a80ffa","is_oa":true,"landing_page_url":"https://pure.itu.dk/portal/da/publications/57aff91f-239c-45c1-ace2-8a6129a80ffa","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Klanjcic , M, Gauvin, L, Tizzoni, M & Szell, M 2022, 'Identifying urban features for vulnerable road user safety in Europe', EPJ Data Science, vol. 11, no. 27. https://doi.org/10.1140/epjds/s13688-022-00339-5","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:00405db6631b4b55b4e86bbe806c0e89","is_oa":true,"landing_page_url":"https://doaj.org/article/00405db6631b4b55b4e86bbe806c0e89","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,"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":"EPJ Data Science, Vol 11, Iss 1, Pp 1-15 (2022)","raw_type":"article"},{"id":"pmh:oai:iris.unitn.it:11572/355643","is_oa":true,"landing_page_url":"https://hdl.handle.net/11572/355643","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1140/epjds/s13688-022-00339-5","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-022-00339-5","pdf_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-022-00339-5","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309723","display_name":"Fondazione CRT","ror":"https://ror.org/00fgmmg43"},{"id":"https://openalex.org/F4320327251","display_name":"Statens vegvesen","ror":"https://ror.org/009kqch10"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4225469057.pdf","grobid_xml":"https://content.openalex.org/works/W4225469057.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1963495107","https://openalex.org/W2063935068","https://openalex.org/W2076374680","https://openalex.org/W2158182760","https://openalex.org/W2530248975","https://openalex.org/W2549766072","https://openalex.org/W2580520152","https://openalex.org/W2587248859","https://openalex.org/W2744637967","https://openalex.org/W2790784270","https://openalex.org/W2791714509","https://openalex.org/W2904202029","https://openalex.org/W2904872384","https://openalex.org/W2947003987","https://openalex.org/W2956250156","https://openalex.org/W2967978287","https://openalex.org/W2990075103","https://openalex.org/W2991453471","https://openalex.org/W2995527695","https://openalex.org/W2996525905","https://openalex.org/W2996688156","https://openalex.org/W2997915211","https://openalex.org/W3000009756","https://openalex.org/W3001474901","https://openalex.org/W3009728002","https://openalex.org/W3016681676","https://openalex.org/W3017192438","https://openalex.org/W3017297186","https://openalex.org/W3027079260","https://openalex.org/W3035435541","https://openalex.org/W3036547238","https://openalex.org/W3036893428","https://openalex.org/W3037755353","https://openalex.org/W3038536546","https://openalex.org/W3046726801","https://openalex.org/W3082590664","https://openalex.org/W3084025063","https://openalex.org/W3087703582","https://openalex.org/W3092339997","https://openalex.org/W3092522434","https://openalex.org/W3095674108","https://openalex.org/W3098498157","https://openalex.org/W3103207635","https://openalex.org/W3180489676","https://openalex.org/W4236518547"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"One":[1],"of":[2,5,17,43,64,93,101,115,157,169,187,198,200,214],"the":[3,6,15,48,54,62,99,130,146,158,166,176,179,196,211],"targets":[4],"UN":[7],"Sustainable":[8],"Development":[9],"Goals":[10],"is":[11],"to":[12,39,60,82,192,220],"substantially":[13],"reduce":[14,195],"number":[16,42,197],"global":[18],"deaths":[19],"and":[20,52,119,153,171,216],"injuries":[21,44,51,80,199],"from":[22,122],"road":[23,69,83,95,117,150,222,226],"traffic":[24,70],"collisions.":[25],"To":[26],"this":[27],"aim,":[28],"European":[29,106,127],"cities":[30,124,164],"adopted":[31],"various":[32],"urban":[33,88,116],"mobility":[34],"policies,":[35],"which":[36],"has":[37],"led":[38],"a":[40,67,112,141,184],"heterogeneous":[41],"across":[45,105],"Europe.":[46],"Monitoring":[47],"discrepancies":[49],"in":[50,125],"understanding":[53],"most":[55,180],"efficient":[56],"policies":[57,207],"are":[58,91,175,218],"keys":[59],"achieve":[61],"objectives":[63],"Vision":[65],"Zero,":[66],"multi-national":[68],"safety":[71,97,142,223],"project":[72],"that":[73,90,163,206],"aims":[74],"at":[75,209],"zero":[76],"fatalities":[77],"or":[78,136],"serious":[79],"linked":[81],"traffic.":[84],"Here,":[85],"we":[86,161],"identify":[87],"features":[89],"determinants":[92],"vulnerable":[94,181],"user":[96],"through":[98],"analysis":[100],"inter-mode":[102],"collision":[103],"data":[104,113],"cities.":[107],"We":[108],"first":[109],"build":[110],"up":[111],"set":[114],"crashes":[118],"their":[120],"participants":[121],"24":[123],"5":[126],"countries,":[128],"using":[129],"widely":[131],"recommended":[132],"KSI":[133],"indicator":[134],"(killed":[135],"seriously":[137],"injured":[138],"individuals)":[139],"as":[140],"performance":[143],"metric.":[144],"Modelling":[145],"casualty":[147],"matrices":[148],"including":[149],"infrastructure":[151],"characteristics":[152],"modal":[154,173,212],"share":[155,213],"distribution":[156],"different":[159],"cities,":[160],"observe":[162],"with":[165],"highest":[167],"rates":[168],"walking":[170,215],"cycling":[172,217],"shares":[174],"safest":[177],"for":[178,224],"users.":[182,227],"Instead,":[183],"higher":[185],"presence":[186],"low-speed":[188],"limited":[189],"roads":[190],"seems":[191],"only":[193],"significantly":[194],"car":[201],"occupants.":[202],"Our":[203],"results":[204],"suggest":[205],"aimed":[208],"increasing":[210],"key":[219],"improve":[221],"all":[225]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}