IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v288y2024ics0360544223031560.html
   My bibliography  Save this article

Role of Chinese cities in abating aviation carbon emissions based on gridded population data and power law model

Author

Listed:
  • Li, Fangyi
  • Li, Fei
  • Cai, Bofeng
  • Lyu, Chen
  • Xie, Wu

Abstract

As a major source of carbon emissions, the civil aviation sector needs a feasible path for low-carbon transition. Owing to the dynamics of travel demand in China, the spatial patterns of aviation emissions are difficult to foresee or simulate in scenario analysis. To address this issue, we predicted the spatial patterns of aviation carbon emissions in China at the city level using projected gridded population data and power law model. The results show that China's civil aviation sector will have a cumulative emission abatement potential of 7027 million tons from 2020 to 2060 if all abatement measures can be implemented. The contribution of individual cities was quantified based on expected changes in population, airport planning, and economic development. Megacities and metropolitan cities will contribute to 58.1 % and 26.2 % of the total emission abatement, respectively. The eastern, central, and western regions of China will contribute to 64.2 %, 15.8 %, and 20.0 % of the total abatement, respectively. The abatement potentials before and after 2040 are expected to account for 20.0 % and 80.0 % of the whole from 2020 to 2060. Therefore, some regions and cities can be regarded as key or pilot areas to implement abatement measures. Finally, policy implications of the results are presented.

Suggested Citation

  • Li, Fangyi & Li, Fei & Cai, Bofeng & Lyu, Chen & Xie, Wu, 2024. "Role of Chinese cities in abating aviation carbon emissions based on gridded population data and power law model," Energy, Elsevier, vol. 288(C).
  • Handle: RePEc:eee:energy:v:288:y:2024:i:c:s0360544223031560
    DOI: 10.1016/j.energy.2023.129762
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544223031560
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2023.129762?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. Ghosh, Abhik & Basu, Banasri, 2019. "Universal City-size distributions through rank ordering," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 528(C).
    2. Zhou, Wenji & Wang, Tao & Yu, Yadong & Chen, Dingjiang & Zhu, Bing, 2016. "Scenario analysis of CO2 emissions from China’s civil aviation industry through 2030," Applied Energy, Elsevier, vol. 175(C), pages 100-108.
    3. Lyu, Chen & Liu, Xiaoman & Wang, Zhen & Yang, Lu & Liu, Hao & Yang, Nan & Xu, Shaodong & Cao, Libin & Zhang, Zhe & Pang, Lingyun & Zhang, Li & Cai, Bofeng, 2023. "An emissions inventory using flight information reveals the long-term changes of aviation CO2 emissions in China," Energy, Elsevier, vol. 262(PB).
    4. Chen, Yanguang, 2016. "The evolution of Zipf’s law indicative of city development," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 443(C), pages 555-567.
    5. Candelaria Bergero & Greer Gosnell & Dolf Gielen & Seungwoo Kang & Morgan Bazilian & Steven J. Davis, 2023. "Pathways to net-zero emissions from aviation," Nature Sustainability, Nature, vol. 6(4), pages 404-414, April.
    6. Li, Fangyi & Cai, Bofeng & Ye, Zhaoyang & Wang, Zheng & Zhang, Wei & Zhou, Pan & Chen, Jian, 2019. "Changing patterns and determinants of transportation carbon emissions in Chinese cities," Energy, Elsevier, vol. 174(C), pages 562-575.
    7. Liu, Xiao & Hang, Ye & Wang, Qunwei & Zhou, Dequn, 2020. "Flying into the future: A scenario-based analysis of carbon emissions from China's civil aviation," Journal of Air Transport Management, Elsevier, vol. 85(C).
    8. Chai, Jian & Zhou, Youhong & Zhou, Xiaoyang & Wang, Shouyang & Zhang, Zhe George & Liu, Zenghui, 2018. "Analysis on shock effect of China’s high-speed railway on aviation transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 108(C), pages 35-44.
    9. Arshad, Sidra & Hu, Shougeng & Ashraf, Badar Nadeem, 2018. "Zipf’s law and city size distribution: A survey of the literature and future research agenda," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 492(C), pages 75-92.
    10. Feng, Chao & Zhang, Hua & Huang, Jian-Bai, 2017. "The approach to realizing the potential of emissions reduction in China: An implication from data envelopment analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 859-872.
    11. Cai, Bofeng & Cui, Can & Zhang, Da & Cao, Libin & Wu, Pengcheng & Pang, Lingyun & Zhang, Jihong & Dai, Chunyan, 2019. "China city-level greenhouse gas emissions inventory in 2015 and uncertainty analysis," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    12. Volker Grewe & Arvind Gangoli Rao & Tomas Grönstedt & Carlos Xisto & Florian Linke & Joris Melkert & Jan Middel & Barbara Ohlenforst & Simon Blakey & Simon Christie & Sigrun Matthes & Katrin Dahlmann, 2021. "Evaluating the climate impact of aviation emission scenarios towards the Paris agreement including COVID-19 effects," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    13. Yu, Jinglei & Shao, Chaofeng & Xue, Chenyang & Hu, Huaqing, 2020. "China's aircraft-related CO2 emissions: Decomposition analysis, decoupling status, and future trends," Energy Policy, Elsevier, vol. 138(C).
    14. Zhang, Yue-Jun & Hao, Jun-Fang & Song, Juan, 2016. "The CO2 emission efficiency, reduction potential and spatial clustering in China’s industry: Evidence from the regional level," Applied Energy, Elsevier, vol. 174(C), pages 213-223.
    15. Tokuslu, Aydin, 2020. "Estimation of aircraft emissions at Georgian international airport," Energy, Elsevier, vol. 206(C).
    16. Gianluca Boo & Edith Darin & Douglas R. Leasure & Claire A. Dooley & Heather R. Chamberlain & Attila N. Lázár & Kevin Tschirhart & Cyrus Sinai & Nicole A. Hoff & Trevon Fuller & Kamy Musene & Arly Bat, 2022. "High-resolution population estimation using household survey data and building footprints," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    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. Wang, Jiqiang & Wang, Ya & Zhang, Shaohui & Fan, Chun & Zhou, Nanqing & Liu, Jinhui & Li, Xin & Liu, Yun & Hou, Xiujun & Yi, Bowen, 2024. "Accounting of aviation carbon emission in developing countries based on flight-level ADS-B data," Applied Energy, Elsevier, vol. 358(C).
    2. Zhang, Peiwen & Ding, Rui, 2023. "How to achieve carbon abatement in aviation with hybrid mechanism? A stochastic evolutionary game model," Energy, Elsevier, vol. 285(C).
    3. Xiurui Guo & Chunxiao Ning & Yaqian Shen & Chang Yao & Dongsheng Chen & Shuiyuan Cheng, 2023. "Projection of the Co-Reduced Emissions of CO 2 and Air Pollutants from Civil Aviation in China," Sustainability, MDPI, vol. 15(9), pages 1-23, April.
    4. Lyu, Chen & Liu, Xiaoman & Wang, Zhen & Yang, Lu & Liu, Hao & Yang, Nan & Xu, Shaodong & Cao, Libin & Zhang, Zhe & Pang, Lingyun & Zhang, Li & Cai, Bofeng, 2023. "An emissions inventory using flight information reveals the long-term changes of aviation CO2 emissions in China," Energy, Elsevier, vol. 262(PB).
    5. Wang, Yu & Sun, Huimin & Lin, Yiming & Cui, Qiang & Shen, Yanxin & Li, Xin, 2024. "An interval-valued estimation method of aircraft route carbon emission: A function of aircraft seat capacity and route flight time," Energy, Elsevier, vol. 294(C).
    6. Cheng Li & Yangzhou Li & Jian Xing, 2023. "Multivariate Grey Prediction Model Application in Civil Aviation Carbon Emission Based on Fractional Order Accumulation and Background Value Optimization," Sustainability, MDPI, vol. 15(11), pages 1-19, June.
    7. Cao, Feng & Tang, Tie-Qiao & Gao, Yunqi & You, Feng & Zhang, Jian, 2023. "Calculation and analysis of new taxiing methods on aircraft fuel consumption and pollutant emissions," Energy, Elsevier, vol. 277(C).
    8. Chen, Dan & Yin, Jianan & Xu, Feng & Huang, Chen & Li, Ziyu, 2023. "A market-based framework for CO2 emissions reduction in China's civil aviation industry," Transport Policy, Elsevier, vol. 143(C), pages 150-158.
    9. Jiang, Jingjing & Ye, Bin & Liu, Junguo, 2019. "Peak of CO2 emissions in various sectors and provinces of China: Recent progress and avenues for further research," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 813-833.
    10. Yizhen Wu & Mingyue Jiang & Zhijian Chang & Yuanqing Li & Kaifang Shi, 2020. "Does China’s Urban Development Satisfy Zipf’s Law? A Multiscale Perspective from the NPP-VIIRS Nighttime Light Data," IJERPH, MDPI, vol. 17(4), pages 1-26, February.
    11. Eguchi, Shogo & Takayabu, Hirotaka & Lin, Chen, 2021. "Sources of inefficient power generation by coal-fired thermal power plants in China: A metafrontier DEA decomposition approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
    12. Li, Shupeng & Niu, Liping & Yue, Qiang & Zhang, Tingan, 2022. "Trajectory, driving forces, and mitigation potential of energy-related greenhouse gas (GHG) emissions in China's primary aluminum industry," Energy, Elsevier, vol. 239(PB).
    13. Song, Yi & Huang, Jian-Bai & Feng, Chao, 2018. "Decomposition of energy-related CO2 emissions in China's iron and steel industry: A comprehensive decomposition framework," Resources Policy, Elsevier, vol. 59(C), pages 103-116.
    14. Aizhen Zhang & Aijun Li & Yaping Gao, 2018. "Social Sustainability Assessment across Provinces in China: An Analysis of Combining Intermediate Approach with Data Envelopment Analysis (DEA) Window Analysis," Sustainability, MDPI, vol. 10(3), pages 1-24, March.
    15. Ya Chen & Wei Xu & Qian Zhou & Zhixiang Zhou, 2020. "Total Factor Energy Efficiency, Carbon Emission Efficiency, and Technology Gap: Evidence from Sub-Industries of Anhui Province in China," Sustainability, MDPI, vol. 12(4), pages 1-21, February.
    16. Tomaschitz, Roman, 2020. "Multiply broken power-law densities as survival functions: An alternative to Pareto and lognormal fits," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 541(C).
    17. Michelmann, Johannes & Schmalz, Ulrike & Becker, Axel & Stroh, Florian & Behnke, Sebastian & Hornung, Mirko, 2023. "Influence of COVID-19 on air travel - A scenario study toward future trusted aviation," Journal of Air Transport Management, Elsevier, vol. 106(C).
    18. Toshiyuki Sueyoshi & Yan Yuan & Aijun Li & Daoping Wang, 2017. "Social Sustainability of Provinces in China: A Data Envelopment Analysis (DEA) Window Analysis under the Concepts of Natural and Managerial Disposability," Sustainability, MDPI, vol. 9(11), pages 1-18, November.
    19. Lang, Wei & Long, Ying & Chen, Tingting & Li, Xun, 2019. "Reinvestigating China’s urbanization through the lens of allometric scaling," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 525(C), pages 1429-1439.
    20. Kito, Minami, 2021. "Impact of aircraft lifetime change on lifecycle CO2 emissions and costs in Japan," Ecological Economics, Elsevier, vol. 188(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:eee:energy:v:288:y:2024:i:c:s0360544223031560. 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.journals.elsevier.com/energy .

    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.