IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v227y2018icp375-383.html
   My bibliography  Save this article

PM2.5 footprint of household energy consumption

Author

Listed:
  • Yang, Siyuan
  • Chen, Bin
  • Wakeel, Muhammad
  • Hayat, Tasawar
  • Alsaedi, Ahmed
  • Ahmad, Bashir

Abstract

Particulate matter 2.5 (PM2.5) as a major hazardous constituent is strongly associated with household energy consumption. In this paper, we investigate the PM2.5 footprint of household energy consumption in Beijing based on input–output analysis. An inventory of primary and secondary household energy consumption is developed to quantify the direct PM2.5 emissions. The household PM2.5 footprint is then traced through goods or services that ultimately consumed by households to unveil the indirect PM2.5 emissions triggered by economic activities. PM2.5 fingerprint is also proposed to describe the characteristic of household PM2.5 footprint. Results show that PM2.5 footprint of Beijing households in 2010 is 7831.36 kt, of which 92.61% is contributed by urban households. The source of direct PM2.5 emissions in urban area is diversified, which is composed of coal (42.07%), heat and electricity (32.83%), gasoline (21.29%), natural gas (3.04%) and liquefied petroleum gas (0.77%), while in rural area, coal (98.09%) plays a dominant role. The indirect PM2.5 accounts for 99.96% of the total footprint in urban area, about one third of which is contributed by sectors of “Food Processing and Production”, “Healthcare and Social Security”, and “Farming, Forestry, Animal Husbandry and Fishery”. The disparity between urban and rural households PM2.5 footprints is further evaluated with income levels. The PM2.5 footprint from living expenditures of urban households is found to be nearly twice as much as that of rural households. Such inventory of PM2.5 footprint and examination of drivers for PM2.5 emissions may be essential for urban pollution mitigation policy.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:appene:v:227:y:2018:i:c:p:375-383
    DOI: 10.1016/j.apenergy.2017.11.048
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261917316331
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2017.11.048?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, J.S. & Xia, X.H. & Chen, G.Q. & Alsaedi, A. & Hayat, T., 2016. "Optimal embodied energy abatement strategy for Beijing economy: Based on a three-scale input-output analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 1602-1610.
    2. Wackernagel, Mathis & Rees, William E., 1997. "Perceptual and structural barriers to investing in natural capital: Economics from an ecological footprint perspective," Ecological Economics, Elsevier, vol. 20(1), pages 3-24, January.
    3. Bjorn Stevens & Olivier Boucher, 2012. "The aerosol effect," Nature, Nature, vol. 490(7418), pages 40-41, October.
    4. Yang, Siyuan & Chen, Bin & Fath, Brian, 2015. "Trans-boundary total suspended particulate matter (TSPM) in urban ecosystems," Ecological Modelling, Elsevier, vol. 318(C), pages 59-63.
    5. Yang, Jin & Chen, Bin, 2014. "Carbon footprint estimation of Chinese economic sectors based on a three-tier model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 499-507.
    6. Duan, Xiaoli & Jiang, Yong & Wang, Beibei & Zhao, Xiuge & Shen, Guofeng & Cao, Suzhen & Huang, Nan & Qian, Yan & Chen, Yiting & Wang, Limin, 2014. "Household fuel use for cooking and heating in China: Results from the first Chinese Environmental Exposure-Related Human Activity Patterns Survey (CEERHAPS)," Applied Energy, Elsevier, vol. 136(C), pages 692-703.
    7. 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.
    8. Jukka Heinonen & Seppo Junnila, 2011. "A Carbon Consumption Comparison of Rural and Urban Lifestyles," Sustainability, MDPI, vol. 3(8), pages 1-16, August.
    9. Dominik Wiedenhofer & Dabo Guan & Zhu Liu & Jing Meng & Ning Zhang & Yi-Ming Wei, 2017. "Unequal household carbon footprints in China," Nature Climate Change, Nature, vol. 7(1), pages 75-80, January.
    10. Chen, B. & Chen, G.Q. & Yang, Z.F. & Jiang, M.M., 2007. "Ecological footprint accounting for energy and resource in China," Energy Policy, Elsevier, vol. 35(3), pages 1599-1609, March.
    11. Lenzen, Manfred, 1998. "Primary energy and greenhouse gases embodied in Australian final consumption: an input-output analysis," Energy Policy, Elsevier, vol. 26(6), pages 495-506, May.
    12. 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.
    13. Dong, Huijuan & Geng, Yong & Xi, Fengming & Fujita, Tsuyoshi, 2013. "Carbon footprint evaluation at industrial park level: A hybrid life cycle assessment approach," Energy Policy, Elsevier, vol. 57(C), pages 298-307.
    14. Guan, Dabo & Su, Xin & Zhang, Qiang & Peters, Glen P & Lei, Yu & He, Kebin & Liu, Zhu, 2014. "The socioeconomic drivers of China’s primary PM 2.5 emissions," Scholarly Articles 34253797, Harvard Kennedy School of Government.
    15. Jintai Lin & Dan Tong & Steven Davis & Ruijing Ni & Xiaoxiao Tan & Da Pan & Hongyan Zhao & Zifeng Lu & David Streets & Tong Feng & Qiang Zhang & Yingying Yan & Yongyun Hu & Jing Li & Zhu Liu & Xujia J, "undated". "Global climate forcing of aerosols embodied in international trade," Working Paper 453052, Harvard University OpenScholar.
    16. Li, J.S. & Chen, G.Q. & Hayat, T. & Alsaedi, A., 2015. "Mercury emissions by Beijing׳s fossil energy consumption: Based on environmentally extended input–output analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1167-1175.
    17. Wiedmann, Thomas & Lenzen, Manfred & Turner, Karen & Barrett, John, 2007. "Examining the global environmental impact of regional consumption activities -- Part 2: Review of input-output models for the assessment of environmental impacts embodied in trade," Ecological Economics, Elsevier, vol. 61(1), pages 15-26, February.
    18. Yang, Siyuan & Fath, Brian & Chen, Bin, 2016. "Ecological network analysis of embodied particulate matter 2.5 – A case study of Beijing," Applied Energy, Elsevier, vol. 184(C), pages 882-888.
    19. Onat, Nuri Cihat & Kucukvar, Murat & Tatari, Omer, 2015. "Conventional, hybrid, plug-in hybrid or electric vehicles? State-based comparative carbon and energy footprint analysis in the United States," Applied Energy, Elsevier, vol. 150(C), pages 36-49.
    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. Yu Sang Chang & Byong-Jin You & Hann Earl Kim, 2020. "Dynamic Trends of Fine Particulate Matter Exposure across 190 Countries: Analysis and Key Insights," Sustainability, MDPI, vol. 12(7), pages 1-34, April.
    2. Duarte, Rosa & Serrano, Ana, 2021. "Environmental analysis of structural and technological change in a context of trade expansion: Lessons from the EU enlargement," Energy Policy, Elsevier, vol. 150(C).
    3. Sunmin Jun & Mengying Li & Juchul Jung, 2022. "Air Pollution (PM 2.5 ) Negatively Affects Urban Livability in South Korea and China," IJERPH, MDPI, vol. 19(20), pages 1-20, October.
    4. Liu, Yating & Fang, Delin & Chen, Bin, 2021. "Interregional spillover effect of PM2.5 emissions on Northeast China through the national supply chain," Applied Energy, Elsevier, vol. 303(C).
    5. Hao Wu & Xinwei Gao, 2021. "Multimodal Data Based Regression to Monitor Air Pollutant Emission in Factories," Sustainability, MDPI, vol. 13(5), pages 1-17, March.
    6. Hong Yao & Qingxiang Zhang & Guangyuan Niu & Huan Liu & Yuxi Yang, 2021. "Applying the GM(1,1) model to simulate and predict the ecological footprint values of Suzhou city, China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(8), pages 11297-11309, August.
    7. 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).
    8. Kuang, Yunming & Lin, Boqiang, 2023. "Unwatched pollution reduction: The effect of natural gas utilization on air quality," Energy, Elsevier, vol. 273(C).
    9. Yijia Huang & Jiaqi Zhang & Jinqun Wu, 2020. "Integrating Sustainability Assessment into Decoupling Analysis: A Focus on the Yangtze River Delta Urban Agglomerations," Sustainability, MDPI, vol. 12(19), pages 1-20, September.
    10. Huang, Rui & Tian, Lixin, 2021. "CO2 emissions inequality through the lens of developing countries," Applied Energy, Elsevier, vol. 281(C).

    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. Yang, Siyuan & Fath, Brian & Chen, Bin, 2016. "Ecological network analysis of embodied particulate matter 2.5 – A case study of Beijing," Applied Energy, Elsevier, vol. 184(C), pages 882-888.
    2. Jinghan Chen & Wen Zhou & Hongtao Yang, 2019. "Is Embodied Energy a Better Starting Point for Solving Energy Security Issues?—Based on an Overview of Embodied Energy-Related Research," Sustainability, MDPI, vol. 11(16), pages 1-22, August.
    3. 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.
    4. Sun, Xudong & Li, Jiashuo & Qiao, Han & Zhang, Bo, 2017. "Energy implications of China's regional development: New insights from multi-regional input-output analysis," Applied Energy, Elsevier, vol. 196(C), pages 118-131.
    5. Ou, Jiamin & Meng, Jing & Zheng, Junyu & Mi, Zhifu & Bian, Yahui & Yu, Xiang & Liu, Jingru & Guan, Dabo, 2017. "Demand-driven air pollutant emissions for a fast-developing region in China," Applied Energy, Elsevier, vol. 204(C), pages 131-142.
    6. Zheng, Hongmei & Li, Aimin & Meng, Fanxin & Liu, Gengyuan, 2020. "Energy flows embodied in China's interregional trade: Case study of Hebei Province," Ecological Modelling, Elsevier, vol. 428(C).
    7. Leying Wu & Zhangqi Zhong & Changxin Liu & Zheng Wang, 2017. "Examining PM 2.5 Emissions Embodied in China’s Supply Chain Using a Multiregional Input-Output Analysis," Sustainability, MDPI, vol. 9(5), pages 1-15, May.
    8. Liu, Yating & Fang, Delin & Chen, Bin, 2021. "Interregional spillover effect of PM2.5 emissions on Northeast China through the national supply chain," Applied Energy, Elsevier, vol. 303(C).
    9. Liu, Yajuan & Wang, Yutao & Mi, Zhifu & Ma, Zhongyu, 2018. "Carbon implications of China’s changing economic structure at the city level," Structural Change and Economic Dynamics, Elsevier, vol. 46(C), pages 163-171.
    10. Levitt, Clinton J. & Pedersen, Morten S. & Sørensen, Anders, 2015. "Examining the efforts of a small, open economy to reduce carbon emissions: The case of Denmark," Ecological Economics, Elsevier, vol. 119(C), pages 94-106.
    11. 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.
    12. Haoran Wang & Toshiyuki Fujita, 2023. "A Review of Research on Embodied Carbon in International Trade," Sustainability, MDPI, vol. 15(10), pages 1-15, May.
    13. Chen, G.Q. & Chen, Z.M., 2011. "Greenhouse gas emissions and natural resources use by the world economy: Ecological input–output modeling," Ecological Modelling, Elsevier, vol. 222(14), pages 2362-2376.
    14. 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.
    15. Xia, X.H. & Hu, Y. & Chen, G.Q. & Alsaedi, A. & Hayat, T. & Wu, X.D., 2015. "Vertical specialization, global trade and energy consumption for an urban economy: A value added export perspective for Beijing," Ecological Modelling, Elsevier, vol. 318(C), pages 49-58.
    16. Suranjan Sinha & Surajit Chakraborty & Shatrajit Goswami, 2017. "Ecological footprint: an indicator of environmental sustainability of a surface coal mine," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(3), pages 807-824, June.
    17. Donghui Lv & Ruru Wang & Yu Zhang, 2021. "Sustainability Assessment Based on Integrating EKC with Decoupling: Empirical Evidence from China," Sustainability, MDPI, vol. 13(2), pages 1-22, January.
    18. Chen, G.Q. & Zhang, Bo, 2010. "Greenhouse gas emissions in China 2007: Inventory and input-output analysis," Energy Policy, Elsevier, vol. 38(10), pages 6180-6193, October.
    19. Zhang, Bo & Qu, Xue & Meng, Jing & Sun, Xudong, 2017. "Identifying primary energy requirements in structural path analysis: A case study of China 2012," Applied Energy, Elsevier, vol. 191(C), pages 425-435.
    20. Wang, Saige & Cao, Tao & Chen, Bin, 2017. "Urban energy–water nexus based on modified input–output analysis," Applied Energy, Elsevier, vol. 196(C), pages 208-217.

    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:227:y:2018:i:c:p:375-383. 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.