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Unpacking the Sub-Regional Spatial Network of Land-Use Carbon Emissions: The Case of Sichuan Province in China

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  • Qianyu Zhao

    (School of Public Administration, Sichuan University of China, Chengdu 610065, China
    Department of Land Economy, University of Cambridge, Cambridge CB3 9EP, UK)

  • Boyu Xie

    (School of Public Administration, Sichuan University of China, Chengdu 610065, China)

  • Mengyao Han

    (Department of Land Economy, University of Cambridge, Cambridge CB3 9EP, UK
    Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
    Centre for Environment, Energy and Natural Resource Governance (C-EENRG), University of Cambridge, Cambridge CB2 3QZ, UK)

Abstract

Land, as an essential resource for social, economic and ecological activities, is regarded as a key factor in material production. Against the background of rapid social and economic transition, land-use carbon emissions have gradually drawn due attention. However, few studies have been conducted to explore the spatial relationship of land-use carbon emissions at the sub-regional level, especially within Sichuan Province, China. This study is aimed at unpacking the spatial network of land-use carbon emissions in Sichuan Province by employing the panel data from 2006 to 2021 and using the method of Social Network Analysis. The results indicate that the net land-use carbon emissions of various prefecture-level divisions in Sichuan generally showed an inverse and asymmetrical “V-shaped” trend. The network correlation was improved and the stability was enhanced, gradually developing into a multi-centric structure. In addition, the spatial relationship among different clusters in the network undergoes a transition from intra-regional to inter-regional spillover. Based on these findings, the carbon balance zoning policy was discussed to provide references for how to coordinate roles and positions in the network when optimizing land-use carbon emission management policies in sub-regional areas with rapid social and economic development.

Suggested Citation

  • Qianyu Zhao & Boyu Xie & Mengyao Han, 2023. "Unpacking the Sub-Regional Spatial Network of Land-Use Carbon Emissions: The Case of Sichuan Province in China," Land, MDPI, vol. 12(10), pages 1-22, October.
  • Handle: RePEc:gam:jlands:v:12:y:2023:i:10:p:1927-:d:1260937
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    References listed on IDEAS

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    1. Zifang Ding & Xiang Gao & Xuesong Qian & Huanhuan Wang, 2022. "Governmental inspection and local legislation on environmental protection: Evidence from China," Journal of Economic Surveys, Wiley Blackwell, vol. 36(3), pages 728-763, July.
    2. Yu, Shiwei & Wei, Yi-Ming & Guo, Haixiang & Ding, Liping, 2014. "Carbon emission coefficient measurement of the coal-to-power energy chain in China," Applied Energy, Elsevier, vol. 114(C), pages 290-300.
    3. Jie Su & Bo Zhou & Yuanpei Liao & Chaoshen Wang & Tian Feng, 2022. "Impact Mechanism of the Urban Network on Carbon Emissions in Rapidly Developing Regions: Example of 47 Cities in Southwest China," Land, MDPI, vol. 11(4), pages 1-19, March.
    4. Zhu, Zhi-Shuang & Liao, Hua & Cao, Huai-Shu & Wang, Lu & Wei, Yi-Ming & Yan, Jinyue, 2014. "The differences of carbon intensity reduction rate across 89 countries in recent three decades," Applied Energy, Elsevier, vol. 113(C), pages 808-815.
    5. Walter Isard & Merton J. Peck, 1954. "Location Theory and International and Interregional Trade Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 68(1), pages 97-114.
    6. Feng Wang & Mengnan Gao & Juan Liu & Wenna Fan, 2018. "The Spatial Network Structure of China’s Regional Carbon Emissions and Its Network Effect," Energies, MDPI, vol. 11(10), pages 1-14, October.
    7. Francesca Spina, 2015. "Environmental Justice and Patterns of State Inspections," Social Science Quarterly, Southwestern Social Science Association, vol. 96(2), pages 417-429, June.
    8. 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.
    9. Dumortier, Jerome & Elobeid, Amani, 2021. "Effects of a carbon tax in the United States on agricultural markets and carbon emissions from land-use change," Land Use Policy, Elsevier, vol. 103(C).
    10. Walter Isard, 1954. "Location Theory and Trade Theory: Short-Run Analysis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 68(2), pages 305-320.
    11. Anderson, James E, 1979. "A Theoretical Foundation for the Gravity Equation," American Economic Review, American Economic Association, vol. 69(1), pages 106-116, March.
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