IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i23p12483-d689164.html
   My bibliography  Save this article

Spatial Characteristics and Regional Transmission Analysis of PM 2.5 Pollution in Northeast China, 2016–2020

Author

Listed:
  • Chunsheng Fang

    (College of New Energy and Environment, Jilin University, Changchun 130012, China)

  • Liyuan Wang

    (College of New Energy and Environment, Jilin University, Changchun 130012, China)

  • Zhuoqiong Li

    (College of New Energy and Environment, Jilin University, Changchun 130012, China)

  • Ju Wang

    (College of New Energy and Environment, Jilin University, Changchun 130012, China)

Abstract

Northeast China is an essential industrial development base in China and the regional air quality is severely affected by PM 2.5 pollution. In this paper, spatial autocorrelation, trajectory clustering, hotspot analysis, PSCF and CWT analysis are used to explore the spatial pollution characteristics of PM 2.5 and determine the atmospheric regional transmission pattern for 40 cities in Northeast China from 2016 to 2020. Analysis of PM 2.5 concentration characteristics in the northeast indicates that the annual average value and total exceedance days of PM 2.5 concentration in Northeast China showed a U-shaped change, with the lowest annual average PM 2.5 concentration (31 μg/m 3 ) in 2018, decreasing by 12.1% year-on-year, and the hourly PM 2.5 concentration exploding during the epidemic lockdown period in 2020. A stable PM 2.5 pollution band emerges spatially from the southwest to Northeast China. Spatially, the PM 2.5 in Northeast China has a high degree of autocorrelation and a south-hot–north-cool characteristic, with all hotspots concentrated in the most polluted Liaoning province, which exhibits the H–H cluster pattern and hotspot per year. Analysis of the air mass trajectories, potential source contributions and concentration weight trajectories in Northeast China indicates that more than 74% of the air mass trajectories were transmitted to each other between the three heavily polluted cities, with the highest mean value of PM 2.5 pollution trajectories reaching 222.4 μg/m 3 , and the contribution of daily average PM 2.5 concentrations exceeding 60 μg/m 3 within Northeast China. Pollution of PM 2.5 throughout the Northeast is mainly influenced by short-range intra-regional transport , with long-range transport between regions also being an essential factor; organized integration is the only fundamental solution to air pollution.

Suggested Citation

  • Chunsheng Fang & Liyuan Wang & Zhuoqiong Li & Ju Wang, 2021. "Spatial Characteristics and Regional Transmission Analysis of PM 2.5 Pollution in Northeast China, 2016–2020," IJERPH, MDPI, vol. 18(23), pages 1-15, November.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:23:p:12483-:d:689164
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/23/12483/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/18/23/12483/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Liyuan Wang & Ju Wang & Chunsheng Fang, 2020. "Assessing the Impact of Lockdown on Atmospheric Ozone Pollution Amid the First Half of 2020 in Shenyang, China," IJERPH, MDPI, vol. 17(23), pages 1-23, December.
    2. Y. Xiong & D. Bingham & W. J. Braun & X. J. Hu, 2019. "Moran's statistic-based nonparametric test with spatio-temporal observations," Journal of Nonparametric Statistics, Taylor & Francis Journals, vol. 31(1), pages 244-267, January.
    3. Dimitra Karali & Alexandros Stavridis & Glykeria Loupa & Spyridon Rapsomanikis, 2020. "Dispersion Effects of Particulate Lead (Pb) from the Stack of a Lead Battery Recycling Plant," Energies, MDPI, vol. 13(21), pages 1-15, October.
    4. Ning Xu & Fan Zhang & Xin Xuan, 2021. "Impacts of Industrial Restructuring and Technological Progress on PM 2.5 Pollution: Evidence from Prefecture-Level Cities in China," IJERPH, MDPI, vol. 18(10), pages 1-17, May.
    5. Wenhua Yu & Yuming Guo & Liuhua Shi & Shanshan Li, 2020. "The association between long-term exposure to low-level PM2.5 and mortality in the state of Queensland, Australia: A modelling study with the difference-in-differences approach," PLOS Medicine, Public Library of Science, vol. 17(6), pages 1-19, June.
    6. Miao, Zhuang & Baležentis, Tomas & Shao, Shuai & Chang, Dongfeng, 2019. "Energy use, industrial soot and vehicle exhaust pollution—China's regional air pollution recognition, performance decomposition and governance," Energy Economics, Elsevier, vol. 83(C), pages 501-514.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Xiaodong Chen & Anda Guo & Jiahao Zhu & Fang Wang & Yanqiu He, 2022. "Accessing performance of transport sector considering risks of climate change and traffic accidents: joint bounded-adjusted measure and Luenberger decomposition," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 111(1), pages 115-138, March.
    2. Xiao Han & Yining Chen & Hehua Zhao, 2023. "Temporal–Spatial Evolution, Influencing Factors, and Driving Mechanisms of Environmental Regulation Performance Disparities: Evidence from China," Sustainability, MDPI, vol. 15(15), pages 1-26, July.
    3. Enci Wang & Jianyun Nie & Hong Zhan, 2022. "The Impact of Carbon Emissions Trading on the Profitability and Debt Burden of Listed Companies," Sustainability, MDPI, vol. 14(20), pages 1-20, October.
    4. Liang Liu & Lianshui Li, 2021. "The effect of directed technical change on carbon dioxide emissions: evidence from China’s industrial sector at the provincial level," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 107(3), pages 2463-2486, July.
    5. Feng Wang & Jing Ren & Juan Liu & Mingru Dong & Bin Yan & Hui Zhao, 2021. "Spatial correlation network and population mobility effect of regional haze pollution: empirical evidence from Pearl River Delta urban agglomeration in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 15881-15896, November.
    6. Qingsong He & Lingping Huang & Jing Li, 2022. "Rediscovering the Scaling Law of Urban Land from a Multi-Scale Perspective—A Case Study of Wuhan," Land, MDPI, vol. 11(6), pages 1-15, June.
    7. Yu, Yang & Li, Shuangqi & Sun, Huaping & Taghizadeh-Hesary, Farhad, 2021. "Energy carbon emission reduction of China’s transportation sector: An input–output approach," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 378-393.
    8. Hannah M. Mason & Jemma C. King & Amy E. Peden & Kerrianne Watt & Emma Bosley & Gerard Fitzgerald & John Nairn & Lauren Miller & Nicole Mandalios & Richard C. Franklin, 2023. "Determining the Impact of Heatwaves on Emergency Ambulance Calls in Queensland: A Retrospective Population-Based Study," IJERPH, MDPI, vol. 20(6), pages 1-16, March.
    9. Chu, Junfei & Shao, Caifeng & Emrouznejad, Ali & Wu, Jie & Yuan, Zhe, 2021. "Performance evaluation of organizations considering economic incentives for emission reduction: A carbon emission permit trading approach," Energy Economics, Elsevier, vol. 101(C).
    10. Jingyuan Li & Jinhua Cheng & Yang Wen & Jingyu Cheng & Zhong Ma & Peiqi Hu & Shurui Jiang, 2022. "The Cause of China’s Haze Pollution: City Level Evidence Based on the Extended STIRPAT Model," IJERPH, MDPI, vol. 19(8), pages 1-18, April.
    11. Xi Zhang & Ziyan Gao & Yong Geng & Yen Wah Tong & Harn Wei Kua & Xiaoqian Song & Yue Xu & Fei Wu, 2020. "Analysis of the Gravity Movement and Decoupling State of China’s CO 2 Emission Embodied in Fixed Capital Formation," Energies, MDPI, vol. 13(24), pages 1-20, December.
    12. Yuqing Liao & Yongchao Ma & Jingliang Chen & Ruirui Liu, 2020. "Evaluation of the Level of Sustainable Development of Provinces in China from 2012 to 2018: A Study Based on the Improved Entropy Coefficient-TOPSIS Method," Sustainability, MDPI, vol. 12(7), pages 1-19, March.
    13. Zhang, Dongyang, 2021. "Marketization, environmental regulation, and eco-friendly productivity: A Malmquist–Luenberger index for pollution emissions of large Chinese firms," Journal of Asian Economics, Elsevier, vol. 76(C).
    14. Maeve G. MacMurdo & Karen B. Mulloy & Daniel A. Culver & Charles W. Felix & Andrew J. Curtis & Jayakrishnan Ajayakumar & Jacqueline Curtis, 2022. "Mapping Mobility: Utilizing Local-Knowledge-Derived Activity Space to Estimate Exposure to Ambient Air Pollution among Individuals Experiencing Unsheltered Homelessness," IJERPH, MDPI, vol. 19(10), pages 1-9, May.
    15. Wang, Changjian & Miao, Zhuang & Chen, Xiaodong & Cheng, Yu, 2021. "Factors affecting changes of greenhouse gas emissions in Belt and Road countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 147(C).
    16. Wang, Yitong & Fan, Ruguo & Du, Kang & Bao, Xuguang, 2023. "Exploring incentives to promote electric vehicles diffusion under subsidy abolition: An evolutionary analysis on multiplex consumer social networks," Energy, Elsevier, vol. 276(C).
    17. Yang, Jun & Cheng, Jixin & Zou, Ran & Geng, Zhifei, 2021. "Industrial SO2 technical efficiency, reduction potential and technology heterogeneities of China's prefecture-level cities: A multi-hierarchy meta-frontier parametric approach," Energy Economics, Elsevier, vol. 104(C).
    18. Alimata Sidibe & Yosuke Sakamoto & Kentaro Murano & Ousmane A. Koita & Ibrahim Traore & Yacouba Dansoko & Yoshizumi Kajii, 2022. "Personal Exposure to Fine Particles (PM 2.5 ) in Northwest Africa: Case of the Urban City of Bamako in Mali," IJERPH, MDPI, vol. 19(1), pages 1-17, January.
    19. Huaping Sun & Lingxiang Hu & Yong Geng & Guangchuan Yang, 2020. "Uncovering impact factors of carbon emissions from transportation sector: evidence from China’s Yangtze River Delta Area," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 25(7), pages 1423-1437, October.
    20. Jiandong Chen & Chong Xu & Qianjiao Xie & Malin Song, 2020. "Net primary productivity‐based factors of China's carbon intensity: A regional perspective," Growth and Change, Wiley Blackwell, vol. 51(4), pages 1727-1748, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:18:y:2021:i:23:p:12483-:d:689164. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.