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Spatial Autocorrelation and Temporal Convergence of PM 2.5 Concentrations in Chinese Cities

Author

Listed:
  • Huan Wang

    (School of Government and Public Affairs, Communication University of China, Beijing 100024, China
    These authors contributed equally to this work.)

  • Zhenyu Chen

    (School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
    These authors contributed equally to this work.)

  • Pan Zhang

    (School of International and Public Affairs, China Institute for Urban Governance, Shanghai Jiao Tong University, Shanghai 200030, China)

Abstract

Scientific study of the temporal and spatial distribution characteristics of haze is important for the governance of haze pollution and the formulation of environmental policies. This study used panel data of the concentrations of particulate matter sized < 2.5 μm (PM 2.5 ) in 340 major cities from 1999 to 2016 to calculate the spatial distribution correlation by the spatial analysis method and test the temporal convergence of the urban PM 2.5 concentration distribution using an econometric model. It found that the spatial autocorrelation of PM 2.5 seemed positive, and this trend increased over time. The yearly concentrations of PM 2.5 were converged, and the temporal convergence fluctuated under the influence of specific historical events and economic backgrounds. The spatial agglomeration effect of PM 2.5 concentrations in adjacent areas weakened the temporal convergence of PM 2.5 concentrations. This paper introduced policy implications for haze prevention and control.

Suggested Citation

  • Huan Wang & Zhenyu Chen & Pan Zhang, 2022. "Spatial Autocorrelation and Temporal Convergence of PM 2.5 Concentrations in Chinese Cities," IJERPH, MDPI, vol. 19(21), pages 1-11, October.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:21:p:13942-:d:954420
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    References listed on IDEAS

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    1. Yi Zhou & Lianshui Li & Ruiling Sun & Zaiwu Gong & Mingguo Bai & Guo Wei, 2019. "Haze Influencing Factors: A Data Envelopment Analysis Approach," IJERPH, MDPI, vol. 16(6), pages 1-16, March.
    2. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
    3. Jiannan Wu & Pan Zhang & Hongtao Yi & Zhao Qin, 2016. "What Causes Haze Pollution? An Empirical Study of PM 2.5 Concentrations in Chinese Cities," Sustainability, MDPI, vol. 8(2), pages 1-14, January.
    4. Rolf Färe & Shawna Grosskopf & Carl A Pasurka, Jr., 2001. "Accounting for Air Pollution Emissions in Measures of State Manufacturing Productivity Growth," Journal of Regional Science, Wiley Blackwell, vol. 41(3), pages 381-409, August.
    5. Pietro Monforte & Maria Alessandra Ragusa, 2022. "Temperature Trend Analysis and Investigation on a Case of Variability Climate," Mathematics, MDPI, vol. 10(13), pages 1-13, June.
    6. Ru-Jin Huang & Yanlin Zhang & Carlo Bozzetti & Kin-Fai Ho & Jun-Ji Cao & Yongming Han & Kaspar R. Daellenbach & Jay G. Slowik & Stephen M. Platt & Francesco Canonaco & Peter Zotter & Robert Wolf & Sim, 2014. "High secondary aerosol contribution to particulate pollution during haze events in China," Nature, Nature, vol. 514(7521), pages 218-222, October.
    7. Pan Zhang & Zhiguo Wang, 2019. "PM 2.5 Concentrations and Subjective Well-Being: Longitudinal Evidence from Aggregated Panel Data from Chinese Provinces," IJERPH, MDPI, vol. 16(7), pages 1-13, March.
    8. James E Bennett & Helen Tamura-Wicks & Robbie M Parks & Richard T Burnett & C Arden Pope III & Matthew J Bechle & Julian D Marshall & Goodarz Danaei & Majid Ezzati, 2019. "Particulate matter air pollution and national and county life expectancy loss in the USA: A spatiotemporal analysis," PLOS Medicine, Public Library of Science, vol. 16(7), pages 1-18, July.
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    Cited by:

    1. Wei Du & Long Chen & Yuanchen Chen, 2022. "Solid Fuel Combustion and Air Pollution: Filling the Data Gap and Future Priorities," IJERPH, MDPI, vol. 19(22), pages 1-3, November.

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