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Metacoupling flow of embodied carbon in resource-based cities: A case study of Hohhot-Baotou-Ordos-Yulin urban agglomeration in China

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  • Li, Penghui
  • He, Chunyang
  • Huang, Qingxu
  • Wang, Yida
  • Duan, Xiaoyu

Abstract

Quantifying embodied carbon flow is essential for resource-based cities (RBCs) to achieve carbon neutrality and sustainable development goals. However, previous studies have limited understanding of the differences in embodied carbon flows over varying distances, impeding a systematic understanding of these flows in RBCs. Based on the metacoupling theory and the environmentally extended multi-regional input-output (MRIO) model, this study proposed a novel framework that comprehensively depicts local, adjacent, and distant flows of regional embodied carbon. Taking the Hohhot-Baotou-Ordos-Yulin (HBOY) urban agglomeration as an example, we first defined adjacent and distant systems, then quantified the three flow processes of embodied carbon in HBOY using a city-province nested MRIO model. The findings indicated significant differences among the three flow processes. In local flows, Ordos was the only net exporter of embodied carbon, with over half flowing to Hohhot. In adjacent flows, HBOY net imported 7.23 Mt of embodied carbon from nearby regions, while in distant flows, it net exported 165.26 Mt to distant regions. Notably, the embodied carbon imported from the adjacent and distant systems was similar, at 58.17 Mt and 55.06 Mt, respectively, yet the export to the distant system was 4.7 times higher than that to the adjacent system. Nearly four-fifths of HBOY's local carbon emissions are used to satisfy consumption in other regions, which is prevalent in RBCs. Therefore, we recommend that RBCs and their trading partners establish an emission reduction responsibility sharing mechanism aligning duties with benefits, and devise practical carbon compensation schemes and tailored cooperation plans.

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  • Li, Penghui & He, Chunyang & Huang, Qingxu & Wang, Yida & Duan, Xiaoyu, 2024. "Metacoupling flow of embodied carbon in resource-based cities: A case study of Hohhot-Baotou-Ordos-Yulin urban agglomeration in China," Energy, Elsevier, vol. 313(C).
  • Handle: RePEc:eee:energy:v:313:y:2024:i:c:s0360544224038192
    DOI: 10.1016/j.energy.2024.134041
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    as
    1. 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.
    2. Zhu Liu & Dabo Guan & Wei Wei & Steven J. Davis & Philippe Ciais & Jin Bai & Shushi Peng & Qiang Zhang & Klaus Hubacek & Gregg Marland & Robert J. Andres & Douglas Crawford-Brown & Jintai Lin & Hongya, 2015. "Reduced carbon emission estimates from fossil fuel combustion and cement production in China," Nature, Nature, vol. 524(7565), pages 335-338, August.
    3. Meng, Fanxin & Liu, Gengyuan & Hu, Yuanchao & Su, Meirong & Yang, Zhifeng, 2018. "Urban carbon flow and structure analysis in a multi-scales economy," Energy Policy, Elsevier, vol. 121(C), pages 553-564.
    4. Wang, Xue-Chao & Klemeš, Jiří Jaromír & Ouyang, Xiao & Xu, Zihan & Fan, Weiguo & Wei, Hejie & Song, Weize, 2021. "Regional embodied Water-Energy-Carbon efficiency of China," Energy, Elsevier, vol. 224(C).
    5. Zhenci Xu & Yingjie Li & Sophia N. Chau & Thomas Dietz & Canbing Li & Luwen Wan & Jindong Zhang & Liwei Zhang & Yunkai Li & Min Gon Chung & Jianguo Liu, 2020. "Impacts of international trade on global sustainable development," Nature Sustainability, Nature, vol. 3(11), pages 964-971, November.
    6. Rong Ma & Ke Li & Yixin Guo & Bo Zhang & Xueli Zhao & Soeren Linder & ChengHe Guan & Guoqian Chen & Yujie Gan & Jing Meng, 2021. "Mitigation potential of global ammonia emissions and related health impacts in the trade network," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    7. Xu, Jinghang & Guan, Yuru & Oldfield, Jonathan & Guan, Dabo & Shan, Yuli, 2024. "China carbon emission accounts 2020-2021," Applied Energy, Elsevier, vol. 360(C).
    8. Lu, Cheng & Du, Qiang, 2024. "The heterogeneous effects of transportation infrastructure on trade-embodied CO2 transfer: A multi-scale perspective," Energy, Elsevier, vol. 302(C).
    9. Rong Ma & Ke Li & Yixin Guo & Bo Zhang & Xueli Zhao & Soeren Linder & ChengHe Guan & Guoqian Chen & Yujie Gan & Jing Meng, 2021. "Publisher Correction: Mitigation potential of global ammonia emissions and related health impacts in the trade network," Nature Communications, Nature, vol. 12(1), pages 1-1, December.
    10. Stephen A. Wood & Matthew R. Smith & Jessica Fanzo & Roseline Remans & Ruth S. DeFries, 2018. "Trade and the equitability of global food nutrient distribution," Nature Sustainability, Nature, vol. 1(1), pages 34-37, January.
    11. Fan, Xiaojia & Wu, Sanmang & Lei, Yalin & Li, Shantong & Li, Li, 2020. "Have China's resource-based regions improved in the division of GVCs? — Taking Shanxi Province as an example," Resources Policy, Elsevier, vol. 68(C).
    12. Wu, Jianxian & Nie, Xin & Wang, Han, 2023. "Curse to blessing: The carbon emissions trading system and resource-based cities' carbon mitigation," Energy Policy, Elsevier, vol. 183(C).
    13. Li, Qiangyi & Zeng, Fu'e & Liu, Shaohui & Yang, Mian & Xu, Fei, 2021. "The effects of China's sustainable development policy for resource-based cities on local industrial transformation," Resources Policy, Elsevier, vol. 71(C).
    14. Karl W. Steininger & Christian Lininger & Lukas H. Meyer & Pablo Muñoz & Thomas Schinko, 2016. "Multiple carbon accounting to support just and effective climate policies," Nature Climate Change, Nature, vol. 6(1), pages 35-41, January.
    15. Zheng, Heyun & Ge, Liming, 2022. "Carbon emissions reduction effects of sustainable development policy in resource-based cities from the perspective of resource dependence: Theory and Chinese experience," Resources Policy, Elsevier, vol. 78(C).
    16. Shuo Lu & Wenzhong Zhang & Jiaming Li & Renfeng Ma, 2022. "The Role of Proximity in Transformational Development: The Case of Resource-Based Cities in China," Land, MDPI, vol. 11(12), pages 1-16, November.
    17. Meng, Fanxin & Wang, Dongfang & Meng, Xiaoyan & Li, Hui & Liu, Gengyuan & Yuan, Qiuling & Hu, Yuanchao & Zhang, Yi, 2022. "Mapping urban energy–water–land nexus within a multiscale economy: A case study of four megacities in China," Energy, Elsevier, vol. 239(PB).
    18. Chen, Weiming & Zhang, Zhenjun & Chen, Kaiyuan, 2023. "Inter-regional economic-environmental correlation effects of power sector in China," Energy, Elsevier, vol. 278(C).
    19. 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.
    20. Zhang, Ling & Huang, Qingxu & Qiu, Jiangxiao & Liao, Chuan & Liu, Ziwen & He, Chunyang & Bai, Yansong & Chen, Peiyuan & Zhou, Yuchen & Liu, Yimeng & Bryan, Brett A., 2024. "Measuring virtual flows of ecosystem services embedded in traded goods across an urban agglomeration in China," Ecosystem Services, Elsevier, vol. 69(C).
    21. 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.
    22. Sun, Chen & Song, Junnian & Zhang, Dongqi & Wang, Xiaofan & Yang, Wei & Qi, Zhimin & Chen, Shaoqing, 2023. "Tracing urban carbon footprints differentiating supply chain complexity: A metropolis case," Energy, Elsevier, vol. 282(C).
    23. 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).
    24. Deng, Guangyao & Xu, Yan, 2017. "Accounting and structure decomposition analysis of embodied carbon trade: A global perspective," Energy, Elsevier, vol. 137(C), pages 140-151.
    25. Pang, Qinghua & Liu, Xuan & Zhang, Lina & Chiu, Yung-ho, 2024. "Temporal-spatial evolution of environmental inequality of embodied energy transfer within inter-provincial trade of China," Energy, Elsevier, vol. 299(C).
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