Indian Institute of Remote Sensing, Indian Space Research Organisation, Dehradun, Uttarakhand, India, 248001.
National Remote Sensing Centre, Indian Space Research Organisation, Hyderabad, Telangana, India, 500037.
Environ Monit Assess. 2022 Oct;194(10):714. doi: 10.1007/s10661-022-10362-8. Epub 2022 Aug 31.
The present study investigates the reduction in nitrogen dioxide (NO) levels using satellite-based (Sentinel-5P TROPOMI) and ground-based (Central Pollution Control Board) observations of 2020. The lockdown duration, monthly, seasonal and annual changes in NO were assessed comparing the similar time period in 2019. The study also examines the role of atmospheric parameters like wind speed, air temperature, relative humidity, solar radiation and atmospheric pressure in altering the monthly and annual values of the pollutant. It was ascertained that there was a mean reduction of ~ 61% (~ 66.5%), ~ 58% (~ 51%) in daily mean NO pollution during lockdown phase 1 when compared with similar period of 2019 and pre-lockdown phase in 2020 from ground-based (satellite-based) measurements. April month with ~ 57% (~ 57%), summer season with ~ 48% (~ 32%) decline and an annual reduction of ~ 20% (~ 18%) in tropospheric NO values were observed (p < 0.001) compared to similar time periods of 2019. It was assessed that the meteorological parameters remained almost similar during various parts of the year in 2019 and 2020, indicating a negligent role in reducing the values of atmospheric pollution, particularly NO in the study area. It was concluded that the halt in anthropogenic activities and associated factors was mainly responsible for the reduced values in the Delhi conglomerate. Similar work can be proposed for other pollutants to holistically describe the pollution scenario as an aftermath of COVID-19-induced lockdown.
本研究利用基于卫星(Sentinel-5P TROPOMI)和基于地面(中央污染控制委员会)的观测,调查了 2020 年二氧化氮(NO)水平的降低。通过比较 2019 年同期的类似时间段,评估了封锁期间、每月、每季和每年 NO 的变化。本研究还研究了风速、空气温度、相对湿度、太阳辐射和大气压力等大气参数在改变污染物每月和每年值方面的作用。结果表明,与 2019 年同期和 2020 年封锁前阶段相比,地面(卫星)测量的每日平均 NO 污染在封锁阶段 1 期间平均减少了约 61%(66.5%)和 58%(51%)。与 2019 年同期相比,4 月份(57%)、夏季(48%)和年际(~20%)NO 值下降,观察到对流层 NO 值下降(p<0.001)。评估表明,2019 年和 2020 年,每年各个季节的气象参数几乎保持相似,表明在研究区域减少大气污染(特别是 NO)的作用微不足道。研究得出结论,人为活动的停止及其相关因素是造成德里城市群 NO 值降低的主要原因。可以针对其他污染物开展类似的工作,全面描述 COVID-19 引发的封锁对污染状况的影响。