Lockdown as an Empirical Strategy to Curb Air Pollution: Evidence from a Quasi-Natural Experiment

被引:1
|
作者
Yadav, Manish [1 ]
Singh, Nitin Kumar [2 ]
Soni, Bhupendra Kumar [3 ]
Soni, Kusum [4 ]
Singh, Pawan Kumar [5 ]
机构
[1] Cent Mine Planning & Design Inst Ltd, Bhubaneswar 751013, Odisha, India
[2] Marwadi Univ, Dept Environm Sci & Engn, Rajkot 360003, Gujarat, India
[3] Rajasthan Pollut Control Board, Reg Off, Udaipur 313001, Rajasthan, India
[4] Mohanlal Sukhadia Univ, Dept Environm Sci, Udaipur 313001, Rajasthan, India
[5] Qual Council India, Natl Accreditat Board Educ & Training, New Delhi 110002, India
关键词
COVID-19; India; meteorology; multiple regression modeling; parallel and sequential approach; SMART CITY; QUALITY; PM2.5; PM10;
D O I
10.1002/clen.202200059
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this study, three approaches namely parallel, sequential, and multiple linear regression are applied to analyze the local air quality improvements during the COVID-19 lockdowns. In the present work, the authors have analyzed the monitoring data of the following primary air pollutants: particulate matter (PM10 and PM2.5), nitrogen dioxide (NO2), sulfur dioxide (SO2), and carbon monoxide (CO). During the lockdown period, the first phase has most noticeable impact on airquality evidenced by the parallel approach, and it has reflected a significant reduction in concentration levels of PM10 (27%), PM2.5 (19%), NO2 (74%), SO2 (36%), and CO (47%), respectively. In the sequential approach, a reduction in pollution levels is also observed for different pollutants, however, these results are biased due to rainfall in that period. In the multiple linear regression approach, the concentrations of primary air pollutants are selected, and set as target variables to predict their expected values during the city's lockdown period.The obtained results suggest that if a 21-days lockdown is implemented, then a reduction of 42 mu g m(-3) in PM10, 23 mu g m(-3) in PM2.5, 14 mu g m(-3) in NO2, 2 mu g m(-3) in SO2, and 0.7 mg m(-3) in CO can be achieved.
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页数:9
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