{"id":"https://openalex.org/W4200212136","doi":"https://doi.org/10.1016/j.cstp.2021.12.009","title":"Traffic accident prediction model for rural highways in Pernambuco","display_name":"Traffic accident prediction model for rural highways in Pernambuco","publication_year":2021,"publication_date":"2021-12-20","ids":{"openalex":"https://openalex.org/W4200212136","doi":"https://doi.org/10.1016/j.cstp.2021.12.009"},"language":"en","primary_location":{"id":"doi:10.1016/j.cstp.2021.12.009","doi":"https://doi.org/10.1016/j.cstp.2021.12.009","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cstp.2021.12.009","pdf_url":null,"source":{"id":"https://openalex.org/S2764739077","display_name":"Case Studies on Transport Policy","issn_l":"2213-624X","issn":["2213-624X","2213-6258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Case Studies on Transport Policy","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4200212136"],"child_works_count":0,"type":"article","is_traditional":true,"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/A5005726965","display_name":"M\u00e1rcia Rejane Oliveira Barros Carvalho Macedo","orcid":"https://orcid.org/0000-0002-6256-443X","observed_orcids":["https://orcid.org/0000-0002-6256-443X"]},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]},{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M\u00e1rcia R.O.B.C. Macedo","raw_affiliation_strings":["Post-Graduate Program in Civil Engineering, UFPE, Pernambuco, Brazil","Post-Graduate Program in Civil Engineering, UPE, Pernambuco, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Post-Graduate Program in Civil Engineering, UFPE, Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Post-Graduate Program in Civil Engineering, UPE, Pernambuco, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069887095","display_name":"Maria Leonor Alves Maia","orcid":"https://orcid.org/0000-0002-7625-2760","observed_orcids":["https://orcid.org/0000-0002-7625-2760"]},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Maria L.A. Maia","raw_affiliation_strings":["Post-Graduate Program in Civil Engineering, UFPE, Pernambuco, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Post-Graduate Program in Civil Engineering, UFPE, Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023195586","display_name":"Em\u00edlia Rahnemay Kohlman Rabbani","orcid":"https://orcid.org/0000-0002-4016-5198","observed_orcids":["https://orcid.org/0000-0002-4016-5198"]},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Em\u00edlia R. Kohlman Rabbani","raw_affiliation_strings":["Post-Graduate Program in Civil Engineering, UPE, Pernambuco, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Post-Graduate Program in Civil Engineering, UPE, Pernambuco, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038600110","display_name":"Oswaldo Cavalcanti da Costa Lima Neto","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Oswaldo C.C. Lima Neto","raw_affiliation_strings":["Post-Graduate Program in Civil Engineering, UFPE, Pernambuco, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Post-Graduate Program in Civil Engineering, UFPE, Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089137949","display_name":"Maur\u00edcio Oliveira de Andrade","orcid":"https://orcid.org/0000-0002-7377-7668","observed_orcids":["https://orcid.org/0000-0002-7377-7668"]},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Maur\u00edcio Andrade","raw_affiliation_strings":["Post-Graduate Program in Civil Engineering, UFPE, Pernambuco, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Post-Graduate Program in Civil Engineering, UFPE, Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":null,"fwci":2.3082,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.86478401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"10","issue":"1","first_page":"278","last_page":"286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T13527","display_name":"Road Transport and Highway Systems","score":0.0003000000142492354,"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"}},{"id":"https://openalex.org/T12644","display_name":"Wildlife-Road Interactions and Conservation","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/traffic-accident-prediction","display_name":"traffic accident prediction","score":0.9610000252723694},{"id":"https://openalex.org/keywords/rural-highways","display_name":"rural highways","score":0.9089999794960022},{"id":"https://openalex.org/keywords/single-lane-roads","display_name":"single-lane roads","score":0.9020000100135803},{"id":"https://openalex.org/keywords/crash-frequency","display_name":"accident frequency","score":0.699999988079071},{"id":"https://openalex.org/keywords/crash-severity","display_name":"accident severity","score":0.972000002861023},{"id":"https://openalex.org/keywords/road-curvature","display_name":"road curvature","score":0.6079999804496765},{"id":"https://openalex.org/keywords/road-slope","display_name":"road slope","score":0.7620000243186951},{"id":"https://openalex.org/keywords/highway-safety","display_name":"highway safety","score":0.4359999895095825},{"id":"https://openalex.org/keywords/pernambuco","display_name":"Pernambuco","score":0.902999997138977},{"id":"https://openalex.org/keywords/accident-black-box","display_name":"accident black box","score":0.3140000104904175},{"id":"https://openalex.org/keywords/kernel-density-estimation","display_name":"kernel density estimation","score":0.5630000233650208},{"id":"https://openalex.org/keywords/generalized-estimating-equations","display_name":"generalized estimating equations","score":0.6050000190734863}],"concepts":[{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.6322225332260132},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.5341590642929077},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4612416625022888},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4602479040622711},{"id":"https://openalex.org/C40319758","wikidata":"https://www.wikidata.org/wiki/Q5535477","display_name":"Geometric design","level":2,"score":0.45554110407829285},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.37352830171585083},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.33555516600608826},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21879518032073975},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2090253233909607},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.197151780128479}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.cstp.2021.12.009","doi":"https://doi.org/10.1016/j.cstp.2021.12.009","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cstp.2021.12.009","pdf_url":null,"source":{"id":"https://openalex.org/S2764739077","display_name":"Case Studies on Transport Policy","issn_l":"2213-624X","issn":["2213-624X","2213-6258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Case Studies on Transport Policy","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8787999749183655},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.7207000255584717}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320324901","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24"},{"id":"https://openalex.org/F4320324902","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W246751559","https://openalex.org/W595932046","https://openalex.org/W1553659982","https://openalex.org/W1594358306","https://openalex.org/W1601522611","https://openalex.org/W2080672570","https://openalex.org/W2149860264","https://openalex.org/W2400506354","https://openalex.org/W2622585571","https://openalex.org/W2738192002","https://openalex.org/W3138977393"],"related_works":["https://openalex.org/W3138977393","https://openalex.org/W7084496497","https://openalex.org/W2978821278","https://openalex.org/W835041500","https://openalex.org/W2101391093","https://openalex.org/W610775736","https://openalex.org/W2378090446","https://openalex.org/W2994523954","https://openalex.org/W818630844","https://openalex.org/W605637587"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-12-31T00:00:00"}