Effect of the COVID-19 Lockdown on Air Pollution in the Ostrava Region

被引:5
|
作者
Bitta, Jan [1 ,2 ]
Svozilik, Vladislav [1 ,2 ]
Krakovska, Aneta Svozilikova [3 ,4 ]
机构
[1] Joint Inst Nucl Res, Meshcheryakov Lab Informat Technol, Dubna 141980, Moscow Region, Russia
[2] VSB Tech Univ Ostrava, Fac Mat Sci & Technol, Ostrava 70800, Czech Republic
[3] VSB Tech Univ Ostrava, Fac Min & Geol, Ostrava 70800, Czech Republic
[4] Joint Inst Nucl Res, Frank Lab Neutron Phys, Dubna 141980, Moscow Region, Russia
关键词
Ostrava; COVID-19; air pollution; NOx; PM2; 5; cluster analysis; monitoring;
D O I
10.3390/ijerph18168265
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A proper estimation of anti-epidemic measures related to the influence of the COVID-19 outbreak on air quality has to deal with filtering out the weather influence on pollution concentrations. The goal of this study was to estimate the effect of anti-epidemic measures at three pollution monitoring stations in the Ostrava region. Meteorological data were clustered into groups with a similar weather pattern, and pollution data were divided into subsets according to weather patterns. Then each subset was evaluated separately. Our estimates showed a 4.1-5.7% decrease in NOx concentrations attributed to lower traffic intensity during the lockdown. The decrease of PM2.5 varied more significantly between monitoring stations. The highest decrease (4.7%) was detected at the traffic monitoring station, while there was no decrease detected at the rural monitoring station, which focuses mainly on domestic heating pollution. The key result of the study was the development of an analytical method that is able to take into account the effect of meteorological conditions. The method is much simpler and easy to replicate as an alternative to other published methods.
引用
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页数:20
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