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The factor analysis of fog and haze under the coupling of multiple factors -- taking four Chinese cities as an example

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  • Yao, Wanxiang
  • Zheng, Zhimiao
  • Zhao, Jun
  • Wang, Xiao
  • Wang, Yan
  • Li, Xianli
  • Fu, Jidong

Abstract

The consumption of fossil fuels has resulted in the increasing environmental pressure and a series of environmental pollution problems. Taking four Chinese cities (Beijing, Tianjin, Shanghai and Chongqing) as examples, the reasons of fog and haze caused by multi-factor coupling were studied in this paper. Firstly, the contribution of four factors (including building completed area, thermal power generation, gross industrial output value and wind speed) to fog and haze in Tianjin was analyzed, and then these four cities were compared to explore the impact of the same factor on fog and haze in different regions. Secondly, the functional relationships between these four factors and air quality index (AQI) were obtained based on statistical data, and a sensitivity analysis was carried out to get the dominant factor of fog and haze in these four cities. Finally, the corresponding policy recommendations were given based on different dominant factors of these four cities.

Suggested Citation

  • Yao, Wanxiang & Zheng, Zhimiao & Zhao, Jun & Wang, Xiao & Wang, Yan & Li, Xianli & Fu, Jidong, 2020. "The factor analysis of fog and haze under the coupling of multiple factors -- taking four Chinese cities as an example," Energy Policy, Elsevier, vol. 137(C).
    • Handle: RePEc:eee:enepol:v:137:y:2020:i:c:s0301421519307268
    DOI: 10.1016/j.enpol.2019.111138
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    1. Bollen, Johannes & Hers, Sebastiaan & van der Zwaan, Bob, 2010. "An integrated assessment of climate change, air pollution, and energy security policy," Energy Policy, Elsevier, vol. 38(8), pages 4021-4030, August.
    2. Chuanglin Fang & Haimeng Liu & Guangdong Li & Dongqi Sun & Zhuang Miao, 2015. "Estimating the Impact of Urbanization on Air Quality in China Using Spatial Regression Models," Sustainability, MDPI, vol. 7(11), pages 1-23, November.
    3. Zaim, Katalin Kovari, 1997. "Estimation of health and economic benefits of air pollution abatement for Turkey in 1990 and 1993," Energy Policy, Elsevier, vol. 25(13), pages 1093-1097, November.
    4. Weiliang Liu & Changliang Liu & Yongjun Lin & Liangyu Ma & Feng Xiong & Jintuo Li, 2018. "Ultra-Short-Term Forecast of Photovoltaic Output Power under Fog and Haze Weather," Energies, MDPI, vol. 11(3), pages 1-22, February.
    5. Jaramillo, Paulina & Muller, Nicholas Z., 2016. "Air pollution emissions and damages from energy production in the U.S.: 2002–2011," Energy Policy, Elsevier, vol. 90(C), pages 202-211.
    6. Yao, Wanxiang & Zhang, Chunxiao & Hao, Haodong & Wang, Xiao & Li, Xianli, 2018. "A support vector machine approach to estimate global solar radiation with the influence of fog and haze," Renewable Energy, Elsevier, vol. 128(PA), pages 155-162.
    7. Zeng, Jingjing & Liu, Ting & Feiock, Richard & Li, Fei, 2019. "The impacts of China's provincial energy policies on major air pollutants: A spatial econometric analysis," Energy Policy, Elsevier, vol. 132(C), pages 392-403.
    8. Pearce, David, 1996. "Economic valuation and health damage from air pollution in the developing world," Energy Policy, Elsevier, vol. 24(7), pages 627-630, July.
    9. 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.
    10. Tan, Ruipeng & Tang, Di & Lin, Boqiang, 2018. "Policy impact of new energy vehicles promotion on air quality in Chinese cities," Energy Policy, Elsevier, vol. 118(C), pages 33-40.
    11. Gu, Jing & Renwick, Neil & Xue, Lan, 2018. "The BRICS and Africa's search for green growth, clean energy and sustainable development," Energy Policy, Elsevier, vol. 120(C), pages 675-683.
    12. Schueftan, Alejandra & González, Alejandro D., 2015. "Proposals to enhance thermal efficiency programs and air pollution control in south-central Chile," Energy Policy, Elsevier, vol. 79(C), pages 48-57.
    13. Zhang, Daisheng & Aunan, Kristin & Martin Seip, Hans & Larssen, Steinar & Liu, Jianhui & Zhang, Dingsheng, 2010. "The assessment of health damage caused by air pollution and its implication for policy making in Taiyuan, Shanxi, China," Energy Policy, Elsevier, vol. 38(1), pages 491-502, January.
    14. Alvarez-Herranz, Agustin & Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Cantos, José María, 2017. "Energy innovation and renewable energy consumption in the correction of air pollution levels," Energy Policy, Elsevier, vol. 105(C), pages 386-397.
    15. Wang, Chunyan & Li, Yaqing & Liu, Yi, 2018. "Investigation of water-energy-emission nexus of air pollution control of the coal-fired power industry: A case study of Beijing-Tianjin-Hebei region, China," Energy Policy, Elsevier, vol. 115(C), pages 291-301.
    16. You, C.F. & Xu, X.C., 2010. "Coal combustion and its pollution control in China," Energy, Elsevier, vol. 35(11), pages 4467-4472.
    17. Changhong, Chen & Bingyan, Wang & Qingyan, Fu & Green, Collin & Streets, David G., 2006. "Reductions in emissions of local air pollutants and co-benefits of Chinese energy policy: a Shanghai case study," Energy Policy, Elsevier, vol. 34(6), pages 754-762, April.
    18. Syri, Sanna & Amann, Markus & Capros, Pantelis & Mantzos, Leonidas & Cofala, Janusz & Klimont, Zbigniew, 2001. "Low-CO2 energy pathways and regional air pollution in Europe," Energy Policy, Elsevier, vol. 29(11), pages 871-884, September.
    19. Wang, Xiaomin & Tian, Guanghui & Yang, Dongyang & Zhang, Wenxin & Lu, Debin & Liu, Zhongmei, 2018. "Responses of PM2.5 pollution to urbanization in China," Energy Policy, Elsevier, vol. 123(C), pages 602-610.
    20. Ji, Xi & Yao, Yixin & Long, Xianling, 2018. "What causes PM2.5 pollution? Cross-economy empirical analysis from socioeconomic perspective," Energy Policy, Elsevier, vol. 119(C), pages 458-472.
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