巴西卡车司机罢工与可吸入颗粒物(PM10)浓度:时间趋势和时间序列模型

D. C. Nogarotto, F. B. Canteras, S. Pozza
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引用次数: 1

摘要

机动车排放的高颗粒物(PM)影响城市空气质量。2018年,一场卡车司机罢工中断了巴西的一些服务,导致几个城市的燃油供应中断,大大减少了车辆流量。本研究评估了巴西东南部两座城市(莱米拉和坎皮纳斯)罢工期间的空气质量。采用Theil-Sen方法和带外生变量的自回归综合移动平均模型(ARIMAX)分析了罢工前(BTS - 2018/05/01至2018/05/22)、罢工期间(DTS - 2018/05/23至2018/05/30)和罢工后(ATS - 2018/05/31至2018/06/30)PM10浓度。在罢工期间,两个城市的PM日平均浓度都有所下降。考虑到每天车辆流量的高峰时间(下午6点),两个城市的PM10浓度在BTS期间比DTS期间高出20%。相比之下,与DTS相比,ATS时期的浓度(Limeira)和坎皮纳斯(Campinas)分别高出17%和7%。在时间序列模型上,这些变化具有统计学意义,并评价了风速、采样日和采样前一天的降雨量以及周末的影响。也有可能验证卡车司机罢工对评估的两个城市pm10浓度的贡献。在Limeira,卡车交通对PM10浓度的影响更大,而在Campinas,卡车的贡献与轻型车辆相似。基于PM10浓度的变化,观察了研究区域主要污染源之一的机动车排放动态变化对PM10浓度的影响。结果表明,限制车辆通行对改善空气质量具有立竿见影的效果。因此,建议公共投资于其他类型的交通和交通管制政策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Brazilian truckers’ strike and particulate matter (PM10) concentration: Temporal trend and time series models
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 PM10concentration 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.
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