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Changes in Air Quality during the Period of COVID-19 in China

Author

Listed:
  • Xin Xu

    (School of Economics and Management, China University of Geosciences (Beijing), Beijing 100083, China
    Key Laboratory of Carrying Capacity Assessment for Resource and Environment, Ministry of Natural Resources, Beijing 100083, China)

  • Shupei Huang

    (School of Economics and Management, China University of Geosciences (Beijing), Beijing 100083, China
    Key Laboratory of Carrying Capacity Assessment for Resource and Environment, Ministry of Natural Resources, Beijing 100083, China)

  • Feng An

    (School of Economics and Management, University of Science and Technology Beijing, Beijing 100083, China)

  • Ze Wang

    (International Academic Center of Complex Systems, Beijing Normal University, Zhuhai 519087, China)

Abstract

This paper revisits the heterogeneous impacts of COVID-19 on air quality. For different types of Chinese cities, we analyzed the different degrees of improvement in the concentrations of six air pollutants (PM2.5, PM10, SO 2 , NO 2 , CO, and O 3 ) during COVID-19 by analyzing the predictivity of air quality. Specifically, we divided the sample into three groups: cities with severe outbreaks, cities with a few confirmed cases, and cities with secondary outbreaks. Ensemble empirical mode decomposition (EEMD), recursive plots (RPs), and recursive quantitative analysis (RQA) were used to analyze these heterogeneous impacts and the predictivity of air quality. The empirical results indicated the following: (1) COVID-19 did not necessarily improve air quality due to factors such as the rebound effect of consumption, and its impacts on air quality were short-lived. After the initial outbreak, NO 2 , CO, and PM2.5 emissions declined for the first 1–3 months. (2) For the cities with severe epidemics, air quality was improved, but for the cities with second outbreaks, air quality was first enhanced and then deteriorated. For the cities with few confirmed cases, air quality first deteriorated and then improved. (3) COVID-19 changed the stability of the air quality sequence. The predictability of the air quality index (AQI) declined in cities with serious epidemic situations and secondary outbreaks, but for the cities with a few confirmed cases, the AQI achieved a stable state sooner. The conclusions may facilitate the analysis of differences in air quality evolution characteristics and fluctuations before and after outbreaks from a quantitative perspective.

Suggested Citation

  • Xin Xu & Shupei Huang & Feng An & Ze Wang, 2022. "Changes in Air Quality during the Period of COVID-19 in China," IJERPH, MDPI, vol. 19(23), pages 1-17, December.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:23:p:16119-:d:991170
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    References listed on IDEAS

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    1. Matthew A. Cole & Robert J R Elliott & Bowen Liu, 2020. "The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 553-580, August.
    2. Jeff Tollefson, 2020. "How the coronavirus pandemic slashed carbon emissions — in five graphs," Nature, Nature, vol. 582(7811), pages 158-159, June.
    3. Shi, Qing & Sun, Xiaoqi & Xu, Man & Wang, Mengjiao, 2022. "The multiplex network structure of global cobalt industry chain," Resources Policy, Elsevier, vol. 76(C).
    4. Corinne Le Quéré & Robert B. Jackson & Matthew W. Jones & Adam J. P. Smith & Sam Abernethy & Robbie M. Andrew & Anthony J. De-Gol & David R. Willis & Yuli Shan & Josep G. Canadell & Pierre Friedlingst, 2020. "Temporary reduction in daily global CO2 emissions during the COVID-19 forced confinement," Nature Climate Change, Nature, vol. 10(7), pages 647-653, July.
    5. Xu, Xin & Huang, Shupei & An, Haizhong, 2021. "Identification and causal analysis of the influence channels of financial development on CO2 emissions," Energy Policy, Elsevier, vol. 153(C).
    6. Tuo Zhang & Maogang Tang, 2021. "The Impact of the COVID-19 Pandemic on Ambient Air Quality in China: A Quasi-Difference-in-Difference Approach," IJERPH, MDPI, vol. 18(7), pages 1-19, March.
    7. Wen Ming & Zhengqing Zhou & Hongshan Ai & Huimin Bi & Yuan Zhong, 2020. "COVID-19 and Air Quality: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2422-2442, August.
    8. Guojun He & Yuhang Pan & Takanao Tanaka, 2020. "The short-term impacts of COVID-19 lockdown on urban air pollution in China," Nature Sustainability, Nature, vol. 3(12), pages 1005-1011, December.
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