IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v288y2021ics0306261921001987.html
   My bibliography  Save this article

Drivers of energy-related PM2.5 emissions in the Jing-Jin-Ji region between 2002 and 2015

Author

Listed:
  • Li, Yajing
  • Chen, Bin
  • Fang, Delin
  • Zhang, Boyu
  • Bai, Junhong
  • Liu, Gengyuan
  • Zhang, Yan

Abstract

Sharp increases in energy consumption have led to increases in fine particulate matter emissions in the Jing-Jin-Ji region. In this study, PM2.5 emissions of various sectors were assessed from the production-, consumption-, and income-based perspectives by multiple principles accounting analysis. The key drivers of PM2.5 emission changes were identified by structural decomposition analysis, then the flow patterns were determined by input–output analysis. Consumption-based and income-based accounting methods were used to investigate PM2.5 emissions for 21 sectors using the production-based emission inventory in the Greenhouse Gas Air Pollution Interaction and Synergies model for the Jing-Jin-Ji region and an environmentally extended input–output framework. Structural decomposition analysis was then used to identify the socioeconomic drivers of changes in PM2.5 emissions in the Jing-Jin-Ji region between 2002 and 2015 from consumption- and income-based perspectives. Inter-provincial flow patterns for consumption-driven and supply-driven PM2.5 emissions were then identified by performing input–output analysis. The results indicated that transport and storage, electricity, hot water, gas, and water production and supply and services are the key sectors emitting PM2.5 from the production-, consumption-, and income-based perspectives, respectively. The emission intensity is a crucial socioeconomic driver affecting changes in PM2.5 emissions. The inter-provincial PM2.5 flow results indicated that Beijing is a consumption- and supply-driven net importer of PM2.5 emissions and Hebei is a net exporter. The results will help in the development of measures to mitigate demand-side and supply-side PM2.5 emissions and of coordinated multi-regional policies for the Jing-Jin-Ji region.

Suggested Citation

  • Li, Yajing & Chen, Bin & Fang, Delin & Zhang, Boyu & Bai, Junhong & Liu, Gengyuan & Zhang, Yan, 2021. "Drivers of energy-related PM2.5 emissions in the Jing-Jin-Ji region between 2002 and 2015," Applied Energy, Elsevier, vol. 288(C).
    • Handle: RePEc:eee:appene:v:288:y:2021:i:c:s0306261921001987
    DOI: 10.1016/j.apenergy.2021.116668
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261921001987
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.apenergy.2021.116668?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Li, Jia Shuo & Zhou, H.W. & Meng, Jing & Yang, Q. & Chen, B. & Zhang, Y.Y., 2018. "Carbon emissions and their drivers for a typical urban economy from multiple perspectives: A case analysis for Beijing city," Applied Energy, Elsevier, vol. 226(C), pages 1076-1086.
    2. Michael Jakob & Jan Christoph Steckel & Ottmar Edenhofer, 2014. "Consumption- Versus Production-Based Emission Policies," Annual Review of Resource Economics, Annual Reviews, vol. 6(1), pages 297-318, October.
    3. Bloch, Harry & Rafiq, Shuddhasattwa & Salim, Ruhul, 2012. "Coal consumption, CO2 emission and economic growth in China: Empirical evidence and policy responses," Energy Economics, Elsevier, vol. 34(2), pages 518-528.
    4. Hoekstra, Rutger & van den Bergh, Jeroen C. J. M., 2003. "Comparing structural decomposition analysis and index," Energy Economics, Elsevier, vol. 25(1), pages 39-64, January.
    5. Meng, Jing & Liu, Junfeng & Guo, Shan & Huang, Ye & Tao, Shu, 2016. "The impact of domestic and foreign trade on energy-related PM emissions in Beijing," Applied Energy, Elsevier, vol. 184(C), pages 853-862.
    6. Gao, Tong & Fang, Delin & Chen, Bin, 2020. "Multi-regional input-output and linkage analysis for water-PM2.5 nexus," Applied Energy, Elsevier, vol. 268(C).
    7. Peters, Glen P., 2008. "From production-based to consumption-based national emission inventories," Ecological Economics, Elsevier, vol. 65(1), pages 13-23, March.
    8. Kuishuang Feng & Yim Ling Siu & Dabo Guan & Klaus Hubacek, 2012. "Analyzing Drivers of Regional Carbon Dioxide Emissions for China," Journal of Industrial Ecology, Yale University, vol. 16(4), pages 600-611, August.
    9. Yang, Siyuan & Chen, Bin & Wakeel, Muhammad & Hayat, Tasawar & Alsaedi, Ahmed & Ahmad, Bashir, 2018. "PM2.5 footprint of household energy consumption," Applied Energy, Elsevier, vol. 227(C), pages 375-383.
    10. Marques, Alexandra & Rodrigues, João & Lenzen, Manfred & Domingos, Tiago, 2012. "Income-based environmental responsibility," Ecological Economics, Elsevier, vol. 84(C), pages 57-65.
    11. Zhang, Haiyan & Lahr, Michael L., 2014. "China's energy consumption change from 1987 to 2007: A multi-regional structural decomposition analysis," Energy Policy, Elsevier, vol. 67(C), pages 682-693.
    12. Lenzen, Manfred, 2008. "Consumer and producer environmental responsibility: A reply," Ecological Economics, Elsevier, vol. 66(2-3), pages 547-550, June.
    13. Chen, Han & Chen, Wenying, 2019. "Potential impact of shifting coal to gas and electricity for building sectors in 28 major northern cities of China," Applied Energy, Elsevier, vol. 236(C), pages 1049-1061.
    14. Xie, Rui & Hu, Guangxiao & Zhang, Youguo & Liu, Yu, 2017. "Provincial transfers of enabled carbon emissions in China: A supply-side perspective," Energy Policy, Elsevier, vol. 107(C), pages 688-697.
    15. Cong Hu & Biliang Hu & Xunpeng Shi & Yan Wu, 2020. "The Roles of Beijing-Tianjin-Hebei Coordinated Development Strategy in Industrial Energy and Related Pollutant Emission Intensities," Sustainability, MDPI, vol. 12(19), pages 1-17, September.
    16. Duan, Cuncun & Chen, Bin, 2020. "Driving factors of water-energy nexus in China," Applied Energy, Elsevier, vol. 257(C).
    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. Meng, Bo & Wang, Jianguo & Andrew, Robbie & Xiao, Hao & Xue, Jinjun & Peters, Glen P., 2017. "Spatial spillover effects in determining China's regional CO2 emissions growth: 2007–2010," Energy Economics, Elsevier, vol. 63(C), pages 161-173.
    2. Li, Jia Shuo & Zhou, H.W. & Meng, Jing & Yang, Q. & Chen, B. & Zhang, Y.Y., 2018. "Carbon emissions and their drivers for a typical urban economy from multiple perspectives: A case analysis for Beijing city," Applied Energy, Elsevier, vol. 226(C), pages 1076-1086.
    3. Zhang, Youguo & Tang, Zhipeng, 2015. "Driving factors of carbon embodied in China's provincial exports," Energy Economics, Elsevier, vol. 51(C), pages 445-454.
    4. Meng, Jing & Zhang, Zengkai & Mi, Zhifu & Anadon, Laura Diaz & Zheng, Heran & Zhang, Bo & Shan, Yuli & Guan, Dabo, 2018. "The role of intermediate trade in the change of carbon flows within China," Energy Economics, Elsevier, vol. 76(C), pages 303-312.
    5. Marques, Alexandra & Rodrigues, João & Domingos, Tiago, 2013. "International trade and the geographical separation between income and enabled carbon emissions," Ecological Economics, Elsevier, vol. 89(C), pages 162-169.
    6. Mi, Zhifu & Zhang, Yunkun & Guan, Dabo & Shan, Yuli & Liu, Zhu & Cong, Ronggang & Yuan, Xiao-Chen & Wei, Yi-Ming, 2016. "Consumption-based emission accounting for Chinese cities," Applied Energy, Elsevier, vol. 184(C), pages 1073-1081.
    7. Li, Meng & Gao, Yuning & Meng, Bo & Yang, Zhusong, 2021. "Managing the mitigation: Analysis of the effectiveness of target-based policies on China's provincial carbon emission and transfer," Energy Policy, Elsevier, vol. 151(C).
    8. Jia, Hongxiang & Li, Tianjiao & Wang, Anjian & Liu, Guwang & Guo, Xiaoqian, 2021. "Decoupling analysis of economic growth and mineral resources consumption in China from 1992 to 2017: A comparison between tonnage and exergy perspective," Resources Policy, Elsevier, vol. 74(C).
    9. Xu, Xueliu & Wang, Qian & Ran, Chenyang & Mu, Mingjie, 2021. "Is burden responsibility more effective? A value-added method for tracing worldwide carbon emissions," Ecological Economics, Elsevier, vol. 181(C).
    10. Mi, Zhifu & Zheng, Jiali & Meng, Jing & Zheng, Heran & Li, Xian & Coffman, D'Maris & Woltjer, Johan & Wang, Shouyang & Guan, Dabo, 2019. "Carbon emissions of cities from a consumption-based perspective," Applied Energy, Elsevier, vol. 235(C), pages 509-518.
    11. PU, Zhengning & YUE, Shujing & GAO, Peng, 2020. "The driving factors of China's embodied carbon emissions," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    12. Boya Zhang & Shukuan Bai & Yadong Ning & Tao Ding & Yan Zhang, 2020. "Emission Embodied in International Trade and Its Responsibility from the Perspective of Global Value Chain: Progress, Trends, and Challenges," Sustainability, MDPI, vol. 12(8), pages 1-26, April.
    13. Anne Owen & Kjartan Steen-Olsen & John Barrett & Thomas Wiedmann & Manfred Lenzen, 2014. "A Structural Decomposition Approach To Comparing Mrio Databases," Economic Systems Research, Taylor & Francis Journals, vol. 26(3), pages 262-283, September.
    14. Zhang, Youguo, 2015. "Provincial responsibility for carbon emissions in China under different principles," Energy Policy, Elsevier, vol. 86(C), pages 142-153.
    15. Ninpanit, Panittra & Malik, Arunima & Wakiyama, Takako & Geschke, Arne & Lenzen, Manfred, 2019. "Thailand’s energy-related carbon dioxide emissions from production-based and consumption-based perspectives," Energy Policy, Elsevier, vol. 133(C).
    16. Ling Yang & Michael L. Lahr, 2019. "The Drivers of China’s Regional Carbon Emission Change—A Structural Decomposition Analysis from 1997 to 2007," Sustainability, MDPI, vol. 11(12), pages 1-18, June.
    17. Wang, Xianzhu & Huang, He & Hong, Jingke & Ni, Danfei & He, Rongxiao, 2020. "A spatiotemporal investigation of energy-driven factors in China: A region-based structural decomposition analysis," Energy, Elsevier, vol. 207(C).
    18. Zhu, Qingyuan & Xu, Chengzhen & Pan, Yinghao & Wu, Jie, 2024. "Identifying critical transmission sectors, paths, and carbon communities for CO2 mitigation in global supply chains," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
    19. repec:grz:wpaper:2013-03 is not listed on IDEAS
    20. Yuhuan Zhao & Song Wang & Jiaqin Yang & Zhonghua Zhang & Ya Liu, 2016. "Input-output analysis of carbon emissions embodied in China-Japan trade," Applied Economics, Taylor & Francis Journals, vol. 48(16), pages 1515-1529, April.
    21. Shichun Xu & Wenwen Zhang & Qinbin Li & Bin Zhao & Shuxiao Wang & Ruyin Long, 2017. "Decomposition Analysis of the Factors that Influence Energy Related Air Pollutant Emission Changes in China Using the SDA Method," Sustainability, MDPI, vol. 9(10), pages 1-18, September.

    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:eee:appene:v:288:y:2021:i:c:s0306261921001987. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    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.