IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i20p10619-d653255.html
   My bibliography  Save this article

Spatial Correlation of Air Pollution and Its Causes in Northeast China

Author

Listed:
  • Mingze Du

    (Business School, Jilin University, Changchun 130012, China)

  • Weijiang Liu

    (Business School, Jilin University, Changchun 130012, China
    Center for Quantitative Economics, Jilin University, Changchun 130012, China
    Northeast Revitalization and Development Research Institute, Jilin University, Changchun 130012, China)

  • Yizhe Hao

    (Business School, Jilin University, Changchun 130012, China)

Abstract

To understand the status of air pollution in northeastern China, we explore the structure of air pollution transmission networks and propose targeted policy recommendations. Using air pollution data from 35 cities in northeastern China for a total of 879 periods from 6 January 2015 to 3 June 2017, this paper used social network analysis (SNA) to construct a spatial association network of air pollution in the region, and analyzed the spatial association of air pollution among cities and its causes in an attempt to reveal the transmission path of air pollution in the region. The results show that inter-city air pollution in northeast China forms a complex and stable correlation network with obvious seasonal differences of “high in winter and low in summer”. Different cities in the region play the roles of “spillover”, “intermediary” and “receiver” of air pollution in the network. Small respirable particulate (PM2.5) pollution constitutes a significant component of air pollution in northeast China, which spreads from Liaoning province to Heilongjiang province via Jilin province. Therefore, regional joint pollution prevention and control measures should be adopted to combat the air pollution problem, and different treatment measures should be developed for different city “roles” in the pollution network, in order to fundamentally solve the air pollution problem in the region.

Suggested Citation

  • Mingze Du & Weijiang Liu & Yizhe Hao, 2021. "Spatial Correlation of Air Pollution and Its Causes in Northeast China," IJERPH, MDPI, vol. 18(20), pages 1-15, October.
    • Handle: RePEc:gam:jijerp:v:18:y:2021:i:20:p:10619-:d:653255
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/20/10619/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/18/20/10619/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Peng, Benhong & Wang, Yuanyuan & Wei, Guo, 2020. "Energy eco-efficiency: Is there any spatial correlation between different regions?," Energy Policy, Elsevier, vol. 140(C).
    2. Lijie He & Ying Liu & Peipei He & Hao Zhou, 2019. "Relationship between Air Pollution and Urban Forms: Evidence from Prefecture-Level Cities of the Yangtze River Basin," IJERPH, MDPI, vol. 16(18), pages 1-21, September.
    3. Hille, Erik & Shahbaz, Muhammad & Moosa, Imad, 2019. "The impact of FDI on regional air pollution in the Republic of Korea: A way ahead to achieve the green growth strategy?," Energy Economics, Elsevier, vol. 81(C), pages 308-326.
    4. Huanbi Yue & Chunyang He & Qingxu Huang & Dan Yin & Brett A. Bryan, 2020. "Stronger policy required to substantially reduce deaths from PM2.5 pollution in China," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    5. Junzhe Bao & Xiping Yang & Zhiyuan Zhao & Zhenkun Wang & Chuanhua Yu & Xudong Li, 2015. "The Spatial-Temporal Characteristics of Air Pollution in China from 2001–2014," IJERPH, MDPI, vol. 12(12), pages 1-13, December.
    6. Fan, Maoyong & He, Guojun & Zhou, Maigeng, 2020. "The winter choke: Coal-Fired heating, air pollution, and mortality in China," Journal of Health Economics, Elsevier, vol. 71(C).
    7. Xinbao Tian & Jiguang Wang, 2018. "Research on Spatial Correlation in Regional Innovation Spillover in China Based on Patents," Sustainability, MDPI, vol. 10(9), pages 1-14, August.
    8. Li Li & Xuefei Hong & Dengli Tang & Ming Na, 2016. "GHG Emissions, Economic Growth and Urbanization: A Spatial Approach," Sustainability, MDPI, vol. 8(5), pages 1-16, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ezgi Güler & Süheyla Yerel Kandemir, 2024. "Analysis of PM 10 Substances via Intuitionistic Fuzzy Decision-Making and Statistical Evaluation," Sustainability, MDPI, vol. 16(17), pages 1-23, September.
    2. Xiaochun Zhao & Laichun Long & Qun Sun & Wei Zhang, 2022. "How to Evaluate Investment Efficiency of Environmental Pollution Control: Evidence from China," IJERPH, MDPI, vol. 19(12), pages 1-18, June.
    3. Liangli Wei & Xia Li, 2022. "Analysis of Spatial Dynamic Correlation and Influencing Factors of Atmospheric Pollution in Urban Agglomeration in China," Sustainability, MDPI, vol. 14(18), pages 1-12, September.

    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. Hou, Bingdong & Zhang, Lingyue & Ai, Xianneng & Li, Hui, 2021. "Impact of city gas on mortality in China: National and regional estimates," Energy Policy, Elsevier, vol. 156(C).
    2. Yu Song & Bingrui Liu & Xiaohong Chen & Jia Liu, 2020. "Atmospheric Pollution Mapping of the Yangtze River Basin: An AQI-Based Weighted Co-Word Analysis," IJERPH, MDPI, vol. 17(3), pages 1-16, January.
    3. Penghu Zhu & Boqiang Lin, 2022. "Vanishing Happiness: How Does Pollution Information Disclosure Affect Life Satisfaction?," IJERPH, MDPI, vol. 19(15), pages 1-19, August.
    4. Lei Gao & Taowu Pei & Jingran Zhang & Yu Tian, 2022. "The “Pollution Halo” Effect of FDI: Evidence from the Chinese Sichuan–Chongqing Urban Agglomeration," IJERPH, MDPI, vol. 19(19), pages 1-17, September.
    5. Yan, Bingqian & Xia, Yan & Jiang, Xuemei, 2023. "Carbon productivity and value-added generations: Regional heterogeneity along global value chain," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 111-125.
    6. Li, Kunming & Fang, Liting & He, Lerong, 2019. "How population and energy price affect China's environmental pollution?," Energy Policy, Elsevier, vol. 129(C), pages 386-396.
    7. Lingcai Liu & Dongbei Bai & Shah Fahad & Ilhan Ozturk, 2024. "Does diversified environmental regulation effect the foreign direct investment inflows and technological innovation? A three‐stage least square approach," Growth and Change, Wiley Blackwell, vol. 55(2), June.
    8. Zhang, Shaohui & Guo, Qinxin & Smyth, Russell & Yao, Yao, 2022. "Extreme temperatures and residential electricity consumption: Evidence from Chinese households," Energy Economics, Elsevier, vol. 107(C).
    9. Zhenkai Yang & Mei-Chih Wang & Tsangyao Chang & Wing-Keung Wong & Fangjhy Li, 2022. "Which Factors Determine CO 2 Emissions in China? Trade Openness, Financial Development, Coal Consumption, Economic Growth or Urbanization: Quantile Granger Causality Test," Energies, MDPI, vol. 15(7), pages 1-18, March.
    10. Wilman-Santiago Ochoa-Moreno & Byron Alejandro Quito & Carlos Andrés Moreno-Hurtado, 2021. "Foreign Direct Investment and Environmental Quality: Revisiting the EKC in Latin American Countries," Sustainability, MDPI, vol. 13(22), pages 1-18, November.
    11. Lin, Jiada & Wan, Haiyuan & Yu, Yangcheng, 2024. "What you breathe makes you poor: The effect of air pollution on income," China Economic Review, Elsevier, vol. 83(C).
    12. Fuzhong Chen & Guohai Jiang & Kangyin Dong, 2022. "How do FDI inflows curvilinearly affect carbon emissions? Threshold effects of energy service availability and cleanliness," Australian Economic Papers, Wiley Blackwell, vol. 61(4), pages 798-824, December.
    13. Colmer, Jonathan & Lin, Dajun & Liu, Siying & Shimshack, Jay, 2021. "Why are pollution damages lower in developed countries? Insights from high-Income, high-particulate matter Hong Kong," Journal of Health Economics, Elsevier, vol. 79(C).
    14. Suwan Lu & Guobin Fang & Mingtao Zhao, 2023. "Towards Inclusive Growth: Perspective of Regional Spatial Correlation Network in China," Sustainability, MDPI, vol. 15(7), pages 1-19, March.
    15. Chishti, Muhammad Zubair & Sinha, Avik, 2022. "Do the shocks in technological and financial innovation influence the environmental quality? Evidence from BRICS economies," Technology in Society, Elsevier, vol. 68(C).
    16. Kong, Dongmin & Liang, Junwei & Liu, Chenhao, 2022. "Invisible enemy: The health impact of ozone," China Economic Review, Elsevier, vol. 72(C).
    17. Ju Wang & Tongnan Li & Zhuoqiong Li & Chunsheng Fang, 2022. "Study on the Spatial and Temporal Distribution Characteristics and Influencing Factors of Particulate Matter Pollution in Coal Production Cities in China," IJERPH, MDPI, vol. 19(6), pages 1-14, March.
    18. Pei Zhang & Peiran Chen & Fan Xiao & Yong Sun & Shuyan Ma & Ziwei Zhao, 2022. "The Impact of Information Infrastructure on Air Pollution: Empirical Evidence from China," IJERPH, MDPI, vol. 19(21), pages 1-17, November.
    19. Eduardo Polloni-Silva & Diogo Ferraz & Flávia de Castro Camioto & Daisy Aparecida do Nascimento Rebelatto & Herick Fernando Moralles, 2021. "Environmental Kuznets Curve and the Pollution-Halo/Haven Hypotheses: An Investigation in Brazilian Municipalities," Sustainability, MDPI, vol. 13(8), pages 1-19, April.
    20. Yahya, Farzan & Lee, Chien-Chiang, 2023. "Disentangling the asymmetric effect of financialization on the green output gap," Energy Economics, Elsevier, vol. 125(C).

    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:20:p:10619-:d:653255. 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.