Sustainability | |
Monitoring the Impact of COVID-19 Lockdown on the Production of Nitrogen Dioxide (NO2) Pollutants Using Satellite Imagery: A Case Study of South Asia | |
Muhammad Umar Chaudhry1  Farhad Hassan1  Muhammad Nabeel Asghar2  Muhammad Yasir3  Samuel Asumadu Sarkodie4  | |
[1] AiHawks, Multan 60000, Pakistan;Department of Computer Science, Bahauddin Zakariya University, Multan 60000, Pakistan;Department of Computer Science, Faisalabad Campus, University of Engineering and Technology Lahore, Faisalabad 38000, Pakistan;Nord University Business School (HHN), Post Box 1490, 8049 Bodø, Norway; | |
关键词: air pollution; nitrogen dioxide (NO2); COVID-19 lockdown; | |
DOI : 10.3390/su13137184 | |
来源: DOAJ |
【 摘 要 】
Among the numerous anthropogenic pollutants, nitrogen dioxide (NO2) is one of the leading contaminants mainly released by burning fossil fuels in industrial and transport sectors. This study evaluates the impact of COVID-19 lockdown on the growing trend of NO2 emissions in South Asia. Satellite imagery data of Sentinel-5 Precursor with Tropomi instrument was employed in this study. The analysis was performed using time series data from February–May 2019 and February–May 2020. The time frame from February–May 2020 was further divided into two sub-time-frames, i.e., from 1 February–20 March (pre-lockdown) and from 21 March–May 2020 (lockdown). Results show the concentration of NO2 pollutants over the region declined by 6.41% from February–May 2019 to February–May 2020. Interestingly, an increasing trend of NO2 concentration by 6.58% occurred during the pre-lockdown phase in 2020 (1 February–20 March) compared to 2019 (February–May). However, the concentration of NO2 pollutants reduced considerably by 21.10% during the lockdown phase (21 March–10 May) compared to the pre-lockdown phase in 2020. Furthermore, the country-specific detailed analysis demonstrates the significant impact of COVID-19-attributed lockdown on NO2 concentration in South Asia.
【 授权许可】
Unknown