Assessing traffic-related environmental impacts based on different traffic monitoring applications

Detalhes bibliográficos
Autor(a) principal: Teixeira, João
Data de Publicação: 2019
Outros Autores: Macedo, Eloísa, Fernandes, Paulo, Bandeira, Jorge M., Rouphail, Nagui, Coelho, Margarida C.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/26255
Resumo: The objective of this study is to propose a methodological approach to assess the capability of different traffic monitoring applications to estimate emissions generated by road traffic. Global Navigation Satellite Systems and traffic data were collected from different roadways in Portugal and Spain. Emissions were estimated through the Vehicle Specific Power concept, and then, data mining tools were explored to reveal patterns hidden on large amount of data (154 000 sec). Finally, the best relationships between traffic variables and emissions are evaluated. Results show a prediction for CO2 emissions of 99% and 98% to NOX.
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spelling Assessing traffic-related environmental impacts based on different traffic monitoring applicationsEmissionsTraffic-related environmental impactsVSPThe objective of this study is to propose a methodological approach to assess the capability of different traffic monitoring applications to estimate emissions generated by road traffic. Global Navigation Satellite Systems and traffic data were collected from different roadways in Portugal and Spain. Emissions were estimated through the Vehicle Specific Power concept, and then, data mining tools were explored to reveal patterns hidden on large amount of data (154 000 sec). Finally, the best relationships between traffic variables and emissions are evaluated. Results show a prediction for CO2 emissions of 99% and 98% to NOX.Elsevier2019-06-26T14:19:56Z2019-01-01T00:00:00Z2019info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/26255eng10.1016/j.trpro.2018.12.172Teixeira, JoãoMacedo, EloísaFernandes, PauloBandeira, Jorge M.Rouphail, NaguiCoelho, Margarida C.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T11:50:49Zoai:ria.ua.pt:10773/26255Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T02:59:17.212189Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Assessing traffic-related environmental impacts based on different traffic monitoring applications
title Assessing traffic-related environmental impacts based on different traffic monitoring applications
spellingShingle Assessing traffic-related environmental impacts based on different traffic monitoring applications
Teixeira, João
Emissions
Traffic-related environmental impacts
VSP
title_short Assessing traffic-related environmental impacts based on different traffic monitoring applications
title_full Assessing traffic-related environmental impacts based on different traffic monitoring applications
title_fullStr Assessing traffic-related environmental impacts based on different traffic monitoring applications
title_full_unstemmed Assessing traffic-related environmental impacts based on different traffic monitoring applications
title_sort Assessing traffic-related environmental impacts based on different traffic monitoring applications
author Teixeira, João
author_facet Teixeira, João
Macedo, Eloísa
Fernandes, Paulo
Bandeira, Jorge M.
Rouphail, Nagui
Coelho, Margarida C.
author_role author
author2 Macedo, Eloísa
Fernandes, Paulo
Bandeira, Jorge M.
Rouphail, Nagui
Coelho, Margarida C.
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Teixeira, João
Macedo, Eloísa
Fernandes, Paulo
Bandeira, Jorge M.
Rouphail, Nagui
Coelho, Margarida C.
dc.subject.por.fl_str_mv Emissions
Traffic-related environmental impacts
VSP
topic Emissions
Traffic-related environmental impacts
VSP
description The objective of this study is to propose a methodological approach to assess the capability of different traffic monitoring applications to estimate emissions generated by road traffic. Global Navigation Satellite Systems and traffic data were collected from different roadways in Portugal and Spain. Emissions were estimated through the Vehicle Specific Power concept, and then, data mining tools were explored to reveal patterns hidden on large amount of data (154 000 sec). Finally, the best relationships between traffic variables and emissions are evaluated. Results show a prediction for CO2 emissions of 99% and 98% to NOX.
publishDate 2019
dc.date.none.fl_str_mv 2019-06-26T14:19:56Z
2019-01-01T00:00:00Z
2019
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/26255
url http://hdl.handle.net/10773/26255
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1016/j.trpro.2018.12.172
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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