Chen Chi-Yun, Lu Tien-Hsuan, Wang Wei-Min, Liao Chung-Min
Department of Bioenvironmental Systems Engineering, National Taiwan University, Taipei, 10617, Taiwan.
Department of Environmental Engineering, Da-Yeh University, Changhua, 515006, Taiwan.
Chemosphere. 2023 Jan;311(Pt 2):137209. doi: 10.1016/j.chemosphere.2022.137209. Epub 2022 Nov 8.
Despite increasing the public awareness of ubiquity of microplastics (MPs) in air, the issue on particular source of tire wear particles (TWPs) emission into atmosphere and their exposure-associated human health has not received the attention it deserves. Here we linked vehicle kilometers traveled (VKT) estimates covering demography, socio-environmental, and transportation features and emission factors to predict regional emission patterns of TWP-derived atmospheric MPs. A data-driven probabilistic approach was developed to consider variability across the datasets and uncertainty of model parameters in terms of country-level and vehicle-type emissions. We showed that country-specific VKT from billion to trillion vehicle-kilometer resulted in 10-10 metric tons of airborne TWP-derived atmospheric MPs annually in the period 2015-2019, with the highest emissions from passenger cars and heavy-duty vehicles. On average, we found that airborne TWP emissions from passenger cars by country had substantial decreased (up to ∼33%) during COVID-19 lockdowns in 2020 and pronounced increased (by a factor ∼1.9) from vehicle electrification by the next three decades. We conclude that the stunning mass of airborne TWP is a predominant source of atmospheric MP. We underscore the necessity of TWP emissions control among the United States, China, and India. Our findings can be of great use to environmental transportation planners for devising vehicle/tire-oriented decision support tools. Our data offer information to enhance TWP-exposure estimates, to examine long-term exposure trends, and subsequently to improve health risk assessment during pandemic outbreak and future electrification.
尽管公众对空气中微塑料(MPs)无处不在的认识有所提高,但轮胎磨损颗粒(TWPs)排放到大气中的特定来源及其与暴露相关的人类健康问题尚未得到应有的关注。在这里,我们将涵盖人口统计学、社会环境和交通特征的车辆行驶里程(VKT)估计值与排放因子联系起来,以预测源自TWPs的大气微塑料的区域排放模式。我们开发了一种数据驱动的概率方法,以考虑数据集之间的变异性以及模型参数在国家层面和车辆类型排放方面的不确定性。我们发现,2015 - 2019年期间,各国特定的VKT从数十亿到数万亿车辆公里,导致每年有10 - 10公吨源自TWPs的大气微塑料排放到空气中,其中乘用车和重型车辆的排放量最高。平均而言,我们发现2020年新冠疫情封锁期间,各国乘用车的空气中TWPs排放量大幅下降(高达约33%),而在接下来的三十年里,车辆电动化使其排放量显著增加(增加了约1.9倍)。我们得出结论,空气中TWPs的惊人数量是大气微塑料的主要来源。我们强调在美国、中国和印度控制TWPs排放的必要性。我们的研究结果对环境交通规划者设计以车辆/轮胎为导向的决策支持工具非常有用。我们的数据提供了信息,以加强对TWPs暴露的估计,检查长期暴露趋势,并随后改善在疫情爆发和未来电动化期间的健康风险评估。