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Toward the carbon neutrality: Forest carbon sinks and its spatial spillover effect in China

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  • Zhao, Na
  • Wang, Keqing
  • Yuan, Yongna

Abstract

Developing forest carbon sinks is very important for China to achieve carbon neutrality. However, the forest resource distribution is spatially dependent, and forest carbon sinks cannot be sufficiently developed in an isolated pattern. Therefore, based on the spatial panel data of 30 provinces in China from 2003 to 2019, this study establishes a spatial econometric model and identifies transregional spillover effects of forest carbon sinks. The results show that the forest carbon sinks do have transregional spatial correlation characteristics. In addition to similar ecological environment factors in adjacent regions, the forest carbon sinks are closely related to the economic development structure and related policies. The proportion of the forest area and urbanization level are positively correlated with the forest carbon sinks in the region and neighboring regions, but the amount of deforestation and transport infrastructure level has a negative effect. Implementing carbon trading pilot programs in one region can promote the development of its local forest carbon sinks, but it has a negative spillover effect on the other regions. Furthermore, environmental regulation has a positive spillover effect on neighboring regions, whereas forestry production efficiency has a negative spillover effect. Some policy implications are proposed according to the results and China's realistic characteristics.

Suggested Citation

  • Zhao, Na & Wang, Keqing & Yuan, Yongna, 2023. "Toward the carbon neutrality: Forest carbon sinks and its spatial spillover effect in China," Ecological Economics, Elsevier, vol. 209(C).
    • Handle: RePEc:eee:ecolec:v:209:y:2023:i:c:s0921800923001003
    DOI: 10.1016/j.ecolecon.2023.107837
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    1. Vale, Petterson Molina, 2016. "The changing climate of climate change economics," Ecological Economics, Elsevier, vol. 121(C), pages 12-19.
    2. You, Wanhai & Lv, Zhike, 2018. "Spillover effects of economic globalization on CO2 emissions: A spatial panel approach," Energy Economics, Elsevier, vol. 73(C), pages 248-257.
    3. Luisa Corrado & Bernard Fingleton, 2012. "Where Is The Economics In Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 210-239, May.
    4. Lin, Boqiang & Ge, Jiamin, 2021. "Does institutional freedom matter for global forest carbon sinks in the face of economic development disparity?," China Economic Review, Elsevier, vol. 65(C).
    5. Wernick, Iddo K. & Kauppi, Pekka E., 2022. "Storing carbon or growing forests?," Land Use Policy, Elsevier, vol. 121(C).
    6. Galeotti, Marzio & Lanza, Alessandro & Pauli, Francesco, 2006. "Reassessing the environmental Kuznets curve for CO2 emissions: A robustness exercise," Ecological Economics, Elsevier, vol. 57(1), pages 152-163, April.
    7. Elzen, Michel den & Fekete, Hanna & Höhne, Niklas & Admiraal, Annemiek & Forsell, Nicklas & Hof, Andries F. & Olivier, Jos G.J. & Roelfsema, Mark & van Soest, Heleen, 2016. "Greenhouse gas emissions from current and enhanced policies of China until 2030: Can emissions peak before 2030?," Energy Policy, Elsevier, vol. 89(C), pages 224-236.
    8. James P. LeSage & R. Kelley Pace, 2014. "The Biggest Myth in Spatial Econometrics," Econometrics, MDPI, vol. 2(4), pages 1-33, December.
    9. Jeremy Franks, 2011. "The collective provision of environmental goods: a discussion of contractual issues," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 54(5), pages 637-660.
    10. Sergi, Brian & Azevedo, Inês & Xia, Tian & Davis, Alex & Xu, Jianhua, 2019. "Support for Emissions Reductions Based on Immediate and Long-term Pollution Exposure in China," Ecological Economics, Elsevier, vol. 158(C), pages 26-33.
    11. Kallio, A. Maarit I. & Solberg, Birger & Käär, Liisa & Päivinen, Risto, 2018. "Economic impacts of setting reference levels for the forest carbon sinks in the EU on the European forest sector," Forest Policy and Economics, Elsevier, vol. 92(C), pages 193-201.
    12. Jo-Kristian S. Røttereng, 2018. "The Comparative Politics of Climate Change Mitigation Measures: Who Promotes Carbon Sinks and Why?," Global Environmental Politics, MIT Press, vol. 18(1), pages 52-75, February.
    13. Shuohua Liu & Xiao Zhang & Yifan Zhou & Shunbo Yao, 2021. "Spatiotemporal Evolution and Influencing Factors of Carbon Sink Dynamics at County Scale: A Case Study of Shaanxi Province, China," IJERPH, MDPI, vol. 18(24), pages 1-18, December.
    14. Li, Hai-ling & Zhu, Xue-hong & Chen, Jin-yu & Jiang, Fei-tao, 2019. "Environmental regulations, environmental governance efficiency and the green transformation of China's iron and steel enterprises," Ecological Economics, Elsevier, vol. 165(C), pages 1-1.
    15. Xin Wang & Fei Teng & Shaojie Zhou & Bofeng Cai, 2017. "Identifying the industrial sectors at risk of carbon leakage in China," Climate Policy, Taylor & Francis Journals, vol. 17(4), pages 443-457, May.
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    Cited by:

    1. Ziqiang Zhang & Jie He & Ming Huang & Wei Zhou, 2023. "Is Regulation Protection? Forest Logging Quota Impact on Forest Carbon Sinks in China," Sustainability, MDPI, vol. 15(18), pages 1-24, September.
    2. Luhao Jia & Mingya Wang & Shili Yang & Fan Zhang & Yidong Wang & Penghao Li & Wanqi Ma & Shaobo Sui & Tong Liu & Mingshi Wang, 2024. "Analysis of Agricultural Carbon Emissions and Carbon Sinks in the Yellow River Basin Based on LMDI and Tapio Decoupling Models," Sustainability, MDPI, vol. 16(1), pages 1-26, January.
    3. Guangyue Xu & Peter Schwarz & Xiaojing Shi & Nathan Duma, 2023. "Scenario Paths of Developing Forest Carbon Sinks for China to Achieve Carbon Neutrality," Land, MDPI, vol. 12(7), pages 1-19, June.

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    More about this item

    Keywords

    Forest carbon sinks; Spatial correlation; Spatial spillover effect; Carbon neutrality;
    All these keywords.

    JEL classification:

    • Q23 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Forestry
    • Q57 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Ecological Economics
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

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