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Impacts of the Urban Form Structure on Carbon Emission Efficiency in China’s Three Major Urban Agglomerations: A Study from an Urban Economic Activities Perspective

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  • Xiaolong Shi

    (College of Geography and Environment, Shandong Normal University, Jinan 250358, China)

  • Yu Cheng

    (College of Geography and Environment, Shandong Normal University, Jinan 250358, China
    Shandong Sustainable Development Research Center, Shandong Normal University, Jinan 250358, China)

  • Jianing Zhang

    (College of Geography and Environment, Shandong Normal University, Jinan 250358, China)

  • Yue Zhang

    (College of Geography and Environment, Shandong Normal University, Jinan 250358, China)

  • Lijie Wei

    (College of Geography and Environment, Shandong Normal University, Jinan 250358, China)

  • Yaping Wang

    (College of Geography and Environment, Shandong Normal University, Jinan 250358, China)

Abstract

Urban activities are a significant source of global carbon emissions. Balancing economic development and environmental protection during urban construction and development has become a common concern worldwide. The urban form structure, as the spatial foundation of urban activities, is critical for both current and future urban development. In this study, an urban economic activities perspective is taken to examine the relationship between the urban form structure and carbon emission efficiency in 63 prefecture-level cities within China’s three major urban agglomerations from 2013 to 2022. Two dimensions are considered: land resource development and the urban spatial layout. The research findings indicate that (1) the built-up areas of the three major urban agglomerations in China generally exhibit a pattern of “core cities expanding outwards and peripheral cities emerging sporadically”. (2) Various urban form structure indicators have different effects on carbon emission efficiency, with interaction detection via geographic detectors showing a dual-factor enhancement effect. (3) Urban form structure influences carbon emission efficiency through the mediating pathway of economic agglomeration. This study enriches empirical research on the impact of the urban form structure on carbon emission efficiency from an economic activities perspective and provides empirical evidence for urban spatial planning and achieving sustainable development.

Suggested Citation

  • Xiaolong Shi & Yu Cheng & Jianing Zhang & Yue Zhang & Lijie Wei & Yaping Wang, 2025. "Impacts of the Urban Form Structure on Carbon Emission Efficiency in China’s Three Major Urban Agglomerations: A Study from an Urban Economic Activities Perspective," Sustainability, MDPI, vol. 17(9), pages 1-23, April.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:9:p:3984-:d:1644976
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    References listed on IDEAS

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    1. Wu, Jianxin & Wu, Yanrui & Guo, Xiumei & Cheong, Tsun Se, 2016. "Convergence of carbon dioxide emissions in Chinese cities: A continuous dynamic distribution approach," Energy Policy, Elsevier, vol. 91(C), pages 207-219.
    2. Wan Li & Bindong Sun & Tinglin Zhang, 2019. "Spatial structure and labour productivity: Evidence from prefectures in China," Urban Studies, Urban Studies Journal Limited, vol. 56(8), pages 1516-1532, June.
    3. Tang, Tingfeng & Li, Zhigang & Ni, Jinlan & Yuan, Jia, 2020. "Land costs, government intervention, and migration of firms: The case of China," China Economic Review, Elsevier, vol. 64(C).
    4. Fang, Chuanglin & Wang, Shaojian & Li, Guangdong, 2015. "Changing urban forms and carbon dioxide emissions in China: A case study of 30 provincial capital cities," Applied Energy, Elsevier, vol. 158(C), pages 519-531.
    5. Narducci, Jenna & Quintas-Soriano, Cristina & Castro, Antonio & Som-Castellano, Rebecca & Brandt, Jodi S., 2019. "Implications of urban growth and farmland loss for ecosystem services in the western United States," Land Use Policy, Elsevier, vol. 86(C), pages 1-11.
    6. Reza Eslamipoor & Abbas Sepehriyar, 2024. "Promoting green supply chain under carbon tax, carbon cap and carbon trading policies," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 4901-4912, July.
    7. Wang, Shaojian & Liu, Xiaoping & Zhou, Chunshan & Hu, Jincan & Ou, Jinpei, 2017. "Examining the impacts of socioeconomic factors, urban form, and transportation networks on CO2 emissions in China’s megacities," Applied Energy, Elsevier, vol. 185(P1), pages 189-200.
    8. Kaza, Nikhil, 2020. "Urban form and transportation energy consumption," Energy Policy, Elsevier, vol. 136(C).
    9. Kiyohiro Ikeda & Kazuo Murota & Yuki Takayama, 2017. "Stable Economic Agglomeration Patterns In Two Dimensions: Beyond The Scope Of Central Place Theory," Journal of Regional Science, Wiley Blackwell, vol. 57(1), pages 132-172, January.
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