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

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  • 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
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    1. 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.
    2. 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.
    3. 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.
    4. Ghosh, Abhik & Basu, Banasri, 2019. "Universal City-size distributions through rank ordering," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 528(C).
    5. 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.
    6. 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.
    7. Tokuslu, Aydin, 2020. "Estimation of aircraft emissions at Georgian international airport," Energy, Elsevier, vol. 206(C).
    8. 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.
    9. 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).
    10. 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).
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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).
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