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Mapping the Transmission of Carbon Emission Responsibility Among Multiple Regions from the Perspective of the Energy Supply Chain: EA-MRIO Method and a Case Study of China

Author

Listed:
  • Yuan Yuan

    (State Key Laboratory of Power Systems, Department of Energy and Power Engineering, Tsinghua University, Beijing 100084, China
    Tsinghua-Rio Tinto Joint Research Centre for Resources, Energy and Sustainable Development, Laboratory for Low Carbon Energy, Tsinghua University, Beijing 100084, China)

  • Yunlong Zhao

    (China Electric Power Planning & Engineering Institute, Beijing 100120, China)

  • Honghua Yang

    (China Electric Power Research Institute, State Grid Corporation of China, Beijing 100192, China)

  • Chin Hao Chong

    (State Key Laboratory of Power Systems, Department of Energy and Power Engineering, Tsinghua University, Beijing 100084, China
    Tsinghua-Rio Tinto Joint Research Centre for Resources, Energy and Sustainable Development, Laboratory for Low Carbon Energy, Tsinghua University, Beijing 100084, China
    School of Management, Guilin University of Aerospace Technology, Guilin 541004, China)

  • Linwei Ma

    (State Key Laboratory of Power Systems, Department of Energy and Power Engineering, Tsinghua University, Beijing 100084, China
    Tsinghua-Rio Tinto Joint Research Centre for Resources, Energy and Sustainable Development, Laboratory for Low Carbon Energy, Tsinghua University, Beijing 100084, China)

  • Shiyan Chang

    (Tsinghua-Rio Tinto Joint Research Centre for Resources, Energy and Sustainable Development, Laboratory for Low Carbon Energy, Tsinghua University, Beijing 100084, China
    Institute of Energy, Environment and Economy, Tsinghua University, Beijing 100084, China)

  • Zheng Li

    (State Key Laboratory of Power Systems, Department of Energy and Power Engineering, Tsinghua University, Beijing 100084, China
    Tsinghua-Rio Tinto Joint Research Centre for Resources, Energy and Sustainable Development, Laboratory for Low Carbon Energy, Tsinghua University, Beijing 100084, China)

Abstract

In low-carbon transition policy management, rationally determining the energy-related carbon emission responsibilities (ERCERs) across multiple regions is a fundamental issue. Reasonable allocation must take into account regional heterogeneities, such as energy endowments, economic development levels, industrial structures, and complex interconnections within the multi-regional energy supply chain. Previous studies mostly analyzed it via the multi-regional input–output (MRIO) model on the energy-consumption side, often neglecting the regional distribution of energy production and inter-regional energy transport on the energy-production side. This limitation risks a mismatch between energy policies and economic policies in practical policy governance. To address this gap, this study develops an energy allocation-induced MRIO (EA-MRIO) method integrating energy allocation analysis and an MRIO model to trace ERCER transmissions holistically across the entire energy supply chain. The framework covers seven stages including energy supply, inter-regional energy transport, direct energy consumption of end-use sectors, inter-regional intermediate products input and output, final products supply, inter-regional final products transport, and final demand, applied to a case study of China’s 31 provinces in 2017. Results show that ERCERs mainly transfer from western and northern regions to eastern and southern coastal areas: ERCERs embodied by energy production in western and northern provinces first flow to northern coastal provinces (main intermediate products producers), then to eastern and southern coastal provinces (main final products producers), with 23% ultimately attributed to exports. These findings call for allocating ERCERs based on different subregions’ roles within the national energy–economic system to facilitate more equitable and effective carbon reduction policymaking.

Suggested Citation

  • Yuan Yuan & Yunlong Zhao & Honghua Yang & Chin Hao Chong & Linwei Ma & Shiyan Chang & Zheng Li, 2025. "Mapping the Transmission of Carbon Emission Responsibility Among Multiple Regions from the Perspective of the Energy Supply Chain: EA-MRIO Method and a Case Study of China," Sustainability, MDPI, vol. 17(18), pages 1-22, September.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:18:p:8166-:d:1746799
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    References listed on IDEAS

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    1. 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.
    2. Yunlong Zhao & Linwei Ma & Zheng Li & Weidou Ni, 2022. "A Calculation and Decomposition Method Embedding Sectoral Energy Structure for Embodied Carbon: A Case Study of China’s 28 Sectors," Sustainability, MDPI, vol. 14(5), pages 1-29, February.
    3. Xiaoqian Liu & Javier Cifuentes‐Faura & Wenming Shi & Chunhui Tian, 2025. "Exploring the Carbon Emission Transfers Pathway to Address the Issue of Sustainable Development: A Multi‐Regional Input–Output Perspective," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(4), pages 5676-5703, August.
    4. Linwei Ma & Chinhao Chong & Xi Zhang & Pei Liu & Weiqi Li & Zheng Li & Weidou Ni, 2018. "LMDI Decomposition of Energy-Related CO 2 Emissions Based on Energy and CO 2 Allocation Sankey Diagrams: The Method and an Application to China," Sustainability, MDPI, vol. 10(2), pages 1-37, January.
    5. Peters, Glen P., 2008. "From production-based to consumption-based national emission inventories," Ecological Economics, Elsevier, vol. 65(1), pages 13-23, March.
    6. Fang, Guochang & Huang, Meng & Zhang, Wenbin & Tian, Lixin, 2024. "Exploring global embodied carbon emissions transfer network—An analysis based on national responsibility," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    7. Yingying Du & Haibin Liu & Hui Huang, 2024. "Bibliometric Analysis of Research Progress and Trends on Carbon Emission Responsibility Accounting," Sustainability, MDPI, vol. 16(9), pages 1-23, April.
    8. Xuecheng Wang & Xu Tang & Baosheng Zhang & Benjamin C. McLellan & Yang Lv, 2018. "Provincial Carbon Emissions Reduction Allocation Plan in China Based on Consumption Perspective," Sustainability, MDPI, vol. 10(5), pages 1-23, April.
    9. Chong, Chin Hao & Tan, Wei Xin & Ting, Zhao Jia & Liu, Pei & Ma, Linwei & Li, Zheng & Ni, Weidou, 2019. "The driving factors of energy-related CO2 emission growth in Malaysia: The LMDI decomposition method based on energy allocation analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 115(C).
    10. Zhang, Youguo, 2015. "Provincial responsibility for carbon emissions in China under different principles," Energy Policy, Elsevier, vol. 86(C), pages 142-153.
    11. Kang, Jia-Ning & Wei, Yi-Ming & Liu, Lan-Cui & Han, Rong & Yu, Bi-Ying & Wang, Jin-Wei, 2020. "Energy systems for climate change mitigation: A systematic review," Applied Energy, Elsevier, vol. 263(C).
    12. Chen, Weiming & Lei, Yalin & Feng, Kuishuang & Wu, Sanmang & Li, Li, 2019. "Provincial emission accounting for CO2 mitigation in China: Insights from production, consumption and income perspectives," Applied Energy, Elsevier, vol. 255(C).
    13. Chong, ChinHao & Liu, Pei & Ma, Linwei & Li, Zheng & Ni, Weidou & Li, Xu & Song, Shizhong, 2017. "LMDI decomposition of energy consumption in Guangdong Province, China, based on an energy allocation diagram," Energy, Elsevier, vol. 133(C), pages 525-544.
    14. Zhou, Dequn & Zhou, Xiaoyong & Xu, Qing & Wu, Fei & Wang, Qunwei & Zha, Donglan, 2018. "Regional embodied carbon emissions and their transfer characteristics in China," Structural Change and Economic Dynamics, Elsevier, vol. 46(C), pages 180-193.
    15. Chong, Chin Hao & Zhou, Xiaoyong & Zhang, Yongchuang & Ma, Linwei & Bhutta, Muhammad Shoaib & Li, Zheng & Ni, Weidou, 2023. "LMDI decomposition of coal consumption in China based on the energy allocation diagram of coal flows: An update for 2005–2020 with improved sectoral resolutions," Energy, Elsevier, vol. 285(C).
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