Greve de caminhoneiros brasileiros e concentração de material particulado (MP10 ): tendência temporal e modelos de séries temporais
Autor(a) principal: | |
---|---|
Data de Publicação: | 2022 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Revista Brasileira de Ciências Ambientais (Online) |
Texto Completo: | https://www.rbciamb.com.br/Publicacoes_RBCIAMB/article/view/1386 |
Resumo: | High particulate matter (PM) emissions from vehicular traffic impact air quality in urban areas. In 2018, a truckers’ strike interrupted some of the services in Brazil, leading to a fuel outage in several cities that significantly reduced the flow of vehicles. This study evaluated air quality during the strike in two cities (Limeira and Campinas) in Southeastern Brazil. PM10 concentration was analyzed in the periods before (BTS — 05/01/2018 to 05/22/2018), during (DTS — 05/23/2018 to 05/30/2018), and after (ATS — 05/31/2018 to 06/30/2018) the strike using the Theil-Sen method and the Autoregressive Integrated Moving Average model with Exogenous Variables (ARIMAX). A reduction in the PM daily mean concentration in both cities occurred during the strike. Considering the daily peak time of vehicular flow (6:00 p.m.), the PM10 concentration was 20% higher in the BTS period compared to the DTS period for both cities. In comparison, the ATS period showed concentrations 17% (Limeira) and 7% (Campinas) higher when compared with the DTS period. The variations were statistically significant based on the time series models, and the influences of wind speed, rainfall on the sampling day and the day before sampling, and weekends were also evaluated. It was also possible to verify the contribution of the truckers’ strike to the PM10 concentration in the two cities evaluated. In Limeira, truck traffic had a greater influence on the concentration of PM10, while in Campinas, the contribution of trucks was like that of light vehicles. Based on the variation of the PM10 concentration, the influence of changes in vehicle emission dynamics, one of the main sources of emission in the regions studied, was observed. The results indicate that restricting vehicular traffic had an immediate impact on improving air quality. Therefore, public investment in other types of transport and traffic control policies are suggested. |
id |
ABES-2_859ff529cfb37a5b70d536baff7afc2a |
---|---|
oai_identifier_str |
oai:ojs.www.rbciamb.com.br:article/1386 |
network_acronym_str |
ABES-2 |
network_name_str |
Revista Brasileira de Ciências Ambientais (Online) |
repository_id_str |
|
spelling |
Greve de caminhoneiros brasileiros e concentração de material particulado (MP10 ): tendência temporal e modelos de séries temporaisBrazilian truckers’ strike and particulate matter (PM10) concentration: Temporal trend and time series modelsair pollution; trend analysis; road transport; strike impact; ARIMAX models.poluição do ar; análise de tendência; transporte rodoviário; impacto da greve; modelos ARIMAX.High particulate matter (PM) emissions from vehicular traffic impact air quality in urban areas. In 2018, a truckers’ strike interrupted some of the services in Brazil, leading to a fuel outage in several cities that significantly reduced the flow of vehicles. This study evaluated air quality during the strike in two cities (Limeira and Campinas) in Southeastern Brazil. PM10 concentration was analyzed in the periods before (BTS — 05/01/2018 to 05/22/2018), during (DTS — 05/23/2018 to 05/30/2018), and after (ATS — 05/31/2018 to 06/30/2018) the strike using the Theil-Sen method and the Autoregressive Integrated Moving Average model with Exogenous Variables (ARIMAX). A reduction in the PM daily mean concentration in both cities occurred during the strike. Considering the daily peak time of vehicular flow (6:00 p.m.), the PM10 concentration was 20% higher in the BTS period compared to the DTS period for both cities. In comparison, the ATS period showed concentrations 17% (Limeira) and 7% (Campinas) higher when compared with the DTS period. The variations were statistically significant based on the time series models, and the influences of wind speed, rainfall on the sampling day and the day before sampling, and weekends were also evaluated. It was also possible to verify the contribution of the truckers’ strike to the PM10 concentration in the two cities evaluated. In Limeira, truck traffic had a greater influence on the concentration of PM10, while in Campinas, the contribution of trucks was like that of light vehicles. Based on the variation of the PM10 concentration, the influence of changes in vehicle emission dynamics, one of the main sources of emission in the regions studied, was observed. The results indicate that restricting vehicular traffic had an immediate impact on improving air quality. Therefore, public investment in other types of transport and traffic control policies are suggested.As altas emissões de material particulado (MP) do tráfego de veículos impactam a qualidade do ar em áreas urbanas. Em 2018, uma greve de caminhoneiros interrompeu alguns serviços no Brasil, levando à falta de combustível em várias cidades, o que reduziu significativamente o fluxo de veículos. Este estudo avaliou a qualidade do ar durante essa greve, em duas cidades (Limeira e Campinas) no Sudeste do Brasil. A concentração de MP10 foi analisada nos períodos antes da greve (BTS — 1º a 22 de maio 2018), durante a greve (DTS — 23 a 30 de maio de 2018) e depois dela (ATS — 31 de maio de 2018 a 30 de junho de 2018), usando o método Theil-Sen e o modelo ARIMAX. Durante a greve ocorreu redução na concentração média diária de MP10 nas duas cidades. Considerando-se o horário de pico diário do fluxo veicular (18h), a concentração de MP10 foi 20% maior no período BTS do que no DTS, para ambas as cidades. Em comparação, o período ATS apresentou concentrações de 17% (Limeira) e 7% (Campinas) maiores, quando comparado com o DTS. As variações foram estatisticamente significativas com base nos modelos de séries temporais, e foram avaliadas as influências da velocidade do vento, da chuva no dia da amostragem e na véspera da amostragem e nos fins de semana. Também foi possível verificar a contribuição da greve na concentração de MP10 nas duas cidades. Em Limeira, o tráfego de caminhões teve maior influência na concentração de MP10, enquanto em Campinas essa contribuição foi similar entre caminhões e veículos leves. Com base na variação da concentração de MP10, observou-se a influência de mudanças na dinâmica de emissão veicular, que é uma das principais fontes emissoras nas regiões analisadas. Os resultados mostram que a restrição do tráfego veicular teve impacto imediato na melhoria da qualidade do ar e, então, são sugeridos investimentos públicos em outros tipos de transporte e políticas de controle de tráfego.Associação Brasileira de Engenharia Sanitária e Ambiental (ABES)2022-10-04info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/xmlhttps://www.rbciamb.com.br/Publicacoes_RBCIAMB/article/view/138610.5327/Z2176-94781386Revista Brasileira de Ciências Ambientais (RBCIAMB); v. 57 n. 3 (2022): RBCIAMB - ISSN 2176-9478 - Setembro; 477-490Revista Brasileira de Ciências Ambientais (RBCIAMB); Vol. 57 No. 3 (2022): RBCIAMB - ISSN 2176-9478 - September; 477-4902176-94781808-4524reponame:Revista Brasileira de Ciências Ambientais (Online)instname:Associação Brasileira de Engenharia Sanitária e Ambiental (ABES)instacron:ABESenghttps://www.rbciamb.com.br/Publicacoes_RBCIAMB/article/view/1386/19https://www.rbciamb.com.br/Publicacoes_RBCIAMB/article/view/1386/829Copyright (c) 2022 Brazilian Journal of Environmental Sciences (Online)http://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessNogarotto, Danilo CovaesCanteras, Felippe BenaventePozza, Simone Andrea2023-11-09T17:38:26Zoai:ojs.www.rbciamb.com.br:article/1386Revistahttp://www.rbciamb.com.br/index.php/Publicacoes_RBCIAMBhttps://www.rbciamb.com.br/Publicacoes_RBCIAMB/oairbciamb@abes-dn.org.br||2176-94781804-4524opendoar:2023-11-09T17:38:26Revista Brasileira de Ciências Ambientais (Online) - Associação Brasileira de Engenharia Sanitária e Ambiental (ABES)false |
dc.title.none.fl_str_mv |
Greve de caminhoneiros brasileiros e concentração de material particulado (MP10 ): tendência temporal e modelos de séries temporais Brazilian truckers’ strike and particulate matter (PM10) concentration: Temporal trend and time series models |
title |
Greve de caminhoneiros brasileiros e concentração de material particulado (MP10 ): tendência temporal e modelos de séries temporais |
spellingShingle |
Greve de caminhoneiros brasileiros e concentração de material particulado (MP10 ): tendência temporal e modelos de séries temporais Nogarotto, Danilo Covaes air pollution; trend analysis; road transport; strike impact; ARIMAX models. poluição do ar; análise de tendência; transporte rodoviário; impacto da greve; modelos ARIMAX. |
title_short |
Greve de caminhoneiros brasileiros e concentração de material particulado (MP10 ): tendência temporal e modelos de séries temporais |
title_full |
Greve de caminhoneiros brasileiros e concentração de material particulado (MP10 ): tendência temporal e modelos de séries temporais |
title_fullStr |
Greve de caminhoneiros brasileiros e concentração de material particulado (MP10 ): tendência temporal e modelos de séries temporais |
title_full_unstemmed |
Greve de caminhoneiros brasileiros e concentração de material particulado (MP10 ): tendência temporal e modelos de séries temporais |
title_sort |
Greve de caminhoneiros brasileiros e concentração de material particulado (MP10 ): tendência temporal e modelos de séries temporais |
author |
Nogarotto, Danilo Covaes |
author_facet |
Nogarotto, Danilo Covaes Canteras, Felippe Benavente Pozza, Simone Andrea |
author_role |
author |
author2 |
Canteras, Felippe Benavente Pozza, Simone Andrea |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Nogarotto, Danilo Covaes Canteras, Felippe Benavente Pozza, Simone Andrea |
dc.subject.por.fl_str_mv |
air pollution; trend analysis; road transport; strike impact; ARIMAX models. poluição do ar; análise de tendência; transporte rodoviário; impacto da greve; modelos ARIMAX. |
topic |
air pollution; trend analysis; road transport; strike impact; ARIMAX models. poluição do ar; análise de tendência; transporte rodoviário; impacto da greve; modelos ARIMAX. |
description |
High particulate matter (PM) emissions from vehicular traffic impact air quality in urban areas. In 2018, a truckers’ strike interrupted some of the services in Brazil, leading to a fuel outage in several cities that significantly reduced the flow of vehicles. This study evaluated air quality during the strike in two cities (Limeira and Campinas) in Southeastern Brazil. PM10 concentration was analyzed in the periods before (BTS — 05/01/2018 to 05/22/2018), during (DTS — 05/23/2018 to 05/30/2018), and after (ATS — 05/31/2018 to 06/30/2018) the strike using the Theil-Sen method and the Autoregressive Integrated Moving Average model with Exogenous Variables (ARIMAX). A reduction in the PM daily mean concentration in both cities occurred during the strike. Considering the daily peak time of vehicular flow (6:00 p.m.), the PM10 concentration was 20% higher in the BTS period compared to the DTS period for both cities. In comparison, the ATS period showed concentrations 17% (Limeira) and 7% (Campinas) higher when compared with the DTS period. The variations were statistically significant based on the time series models, and the influences of wind speed, rainfall on the sampling day and the day before sampling, and weekends were also evaluated. It was also possible to verify the contribution of the truckers’ strike to the PM10 concentration in the two cities evaluated. In Limeira, truck traffic had a greater influence on the concentration of PM10, while in Campinas, the contribution of trucks was like that of light vehicles. Based on the variation of the PM10 concentration, the influence of changes in vehicle emission dynamics, one of the main sources of emission in the regions studied, was observed. The results indicate that restricting vehicular traffic had an immediate impact on improving air quality. Therefore, public investment in other types of transport and traffic control policies are suggested. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-10-04 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://www.rbciamb.com.br/Publicacoes_RBCIAMB/article/view/1386 10.5327/Z2176-94781386 |
url |
https://www.rbciamb.com.br/Publicacoes_RBCIAMB/article/view/1386 |
identifier_str_mv |
10.5327/Z2176-94781386 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://www.rbciamb.com.br/Publicacoes_RBCIAMB/article/view/1386/19 https://www.rbciamb.com.br/Publicacoes_RBCIAMB/article/view/1386/829 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2022 Brazilian Journal of Environmental Sciences (Online) http://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2022 Brazilian Journal of Environmental Sciences (Online) http://creativecommons.org/licenses/by/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf text/xml |
dc.publisher.none.fl_str_mv |
Associação Brasileira de Engenharia Sanitária e Ambiental (ABES) |
publisher.none.fl_str_mv |
Associação Brasileira de Engenharia Sanitária e Ambiental (ABES) |
dc.source.none.fl_str_mv |
Revista Brasileira de Ciências Ambientais (RBCIAMB); v. 57 n. 3 (2022): RBCIAMB - ISSN 2176-9478 - Setembro; 477-490 Revista Brasileira de Ciências Ambientais (RBCIAMB); Vol. 57 No. 3 (2022): RBCIAMB - ISSN 2176-9478 - September; 477-490 2176-9478 1808-4524 reponame:Revista Brasileira de Ciências Ambientais (Online) instname:Associação Brasileira de Engenharia Sanitária e Ambiental (ABES) instacron:ABES |
instname_str |
Associação Brasileira de Engenharia Sanitária e Ambiental (ABES) |
instacron_str |
ABES |
institution |
ABES |
reponame_str |
Revista Brasileira de Ciências Ambientais (Online) |
collection |
Revista Brasileira de Ciências Ambientais (Online) |
repository.name.fl_str_mv |
Revista Brasileira de Ciências Ambientais (Online) - Associação Brasileira de Engenharia Sanitária e Ambiental (ABES) |
repository.mail.fl_str_mv |
rbciamb@abes-dn.org.br|| |
_version_ |
1797068919211556864 |