Assessing traffic-related environmental impacts based on different traffic monitoring applications
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , , , , |
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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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 |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799137647289958400 |