论文标题
由于洛杉矶的交通停顿和COVID-19爆发期间的潜在医疗保健风险而导致的空气质量改善
The Improvement of the Air Quality due to Traffic Halting in Los Angeles and Potential Health Care Risk during the COVID-19 Outbreak
论文作者
论文摘要
背景:2020年3月19日,加利福尼亚政府命令所有4000万加州人在未来几周内待在家里,这是由于2019年冠状病毒疾病升级(Covid-19)大流行。随着实施锁定的实施,这些限制引起的重大变化导致大都市城市(如洛杉矶(La Basin))的空气质量有了显着改善。方法:我们使用南海岸空气质量管理区(南海岸AQMD)的实时数据,以及加利福尼亚州运输部的污染驱动因素。我们还绘制了每月的空间变化,并在2020年构建了这些污染物的每小时热图,以了解锁定对洛杉矶盆地不同位置和一天中不同地点的影响。结果:与2019年相同的日期相比,洛杉矶盆地高速公路上的交通流量下降了20.86%,当时持续待在家里订单,并且随着NO2,CO和PM2.5的急剧下降,它继续下降。卡车流量变化与NO2,CO和PM2.5的变化之间的相关性(Pierson R)具有统计学意义。结论:卡车流量的下降主要导致NO2和CO的下降,流量对PM2.5的影响稍小。该锁定为空气质量研究提供了大规模的实验。这项研究的结果将为鉴于空气质量控制做准备,为洛杉矶的2028年夏季奥运会做准备,为卡车管理的政策标记提供了重要参考。
Background: On March 19, 2020, the government of California ordered all 40 million Californians to stay at home in the coming weeks as the result of the escalation of the coronavirus disease 2019 (COVID-19) pandemic. As lockdowns were implemented, the significant changes caused by these restrictions brought a dramatic improvement in air quality in metropolitan cities such as Los Angeles (LA Basin).Methods: We use real-time data from The South Coast Air Quality Management District (South Coast AQMD), and the California Department of Transportation to evaluate the drivers of the pollution sources. We also mapped monthly spatial variations and constructed hourly heatmaps of those pollutants in 2020 to understand the impacts of the lockdown on different locations and times of day in the LA Basin. Results: Compared to the same dates in 2019, traffic flow on highways in the Los Angeles Basin dropped by 20.86 % when the stay at home order was initiated and it continued to decrease along with dramatic declines in NO2, CO, and PM2.5. The correlation (Pierson r) between truck flow change and changes of NO2, CO, and PM2.5 is statistically significant. Conclusion: The declines in truck flow are mainly responsible for the drop of NO2 and CO, with traffic having a slightly smaller effect on PM2.5. The lockdowns provided a large-scale experiment into air quality research. The result of this research would provide an important reference for the policy markers regarding truck management in light of air quality control to prepare for the 2028 Summer Olympics in LA.