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Spatiotemporal Evolution and Spatial Correlation Network Characteristics of Urban Land Green Use Efficiency in China: A Network Centrality Analysis Perspective

Author

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  • Mengba Liu

    (College of City Construction, Jiangxi Normal University, Nanchang 330022, China
    College of Land Management, Huazhong Agricultural University, Wuhan 430070, China)

  • Ping Hu

    (College of Land Management, Huazhong Agricultural University, Wuhan 430070, China)

  • Anlu Zhang

    (College of Land Management, Huazhong Agricultural University, Wuhan 430070, China)

Abstract

The coordinated improvement of urban land green use efficiency (ULGUE) requires an in-depth exploration of its spatial correlation network characteristics and impacts. However, the existing studies on the matter have not yet formed a unified evaluation index system, ignoring energy inputs and positive ecological outputs, and the spatial correlation analysis is limited to geographic proximity rather than revealing the characteristics of the network structure. Therefore, taking 283 Chinese cities as the research object, this investigation constructs an evaluation index system for ULGUE, based on its core attributes. It then examines the spatial correlation network structure and impact by conducting social network analysis and applying Pearson’s correlation coefficients. The results reveal the following: (1) Between 2003 and 2020, China’s overall ULGUE trended upward in stages, with reduced disparities among cities and a significant geospatial clustering phenomenon. (2) The spatial correlation network of China’s ULGUE increased gradually, transforming from a unipolar-dominant to a multi-core-led network structure centered around Beijing, Shanghai, Wuhan, and Chongqing. Moreover, the overall balanced development of ULGUE in eastern, central, and western China was strengthened. (3) The spatial equilibrium of the ULGUE was impeded by a more efficient hierarchical structure of the network, while improved degree centrality, betweenness centrality, and closeness centrality had significant positive impacts on the ULGUE. These findings can serve as a theoretical reference for strengthening the coordinated improvement of ULGUE in China, offering significant insights for other developing nations that are seeking to make similar improvements.

Suggested Citation

  • Mengba Liu & Ping Hu & Anlu Zhang, 2025. "Spatiotemporal Evolution and Spatial Correlation Network Characteristics of Urban Land Green Use Efficiency in China: A Network Centrality Analysis Perspective," Land, MDPI, vol. 14(6), pages 1-25, May.
  • Handle: RePEc:gam:jlands:v:14:y:2025:i:6:p:1164-:d:1666622
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    References listed on IDEAS

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    1. Yu, Junqing & Zhou, Kaile & Yang, Shanlin, 2019. "Land use efficiency and influencing factors of urban agglomerations in China," Land Use Policy, Elsevier, vol. 88(C).
    2. Xue, Dan & Yue, Li & Ahmad, Fayyaz & Draz, Muhammad Umar & Chandio, Abbas Ali & Ahmad, Munir & Amin, Waqas, 2022. "Empirical investigation of urban land use efficiency and influencing factors of the Yellow River basin Chinese cities," Land Use Policy, Elsevier, vol. 117(C).
    3. Federico Caprotti & Robert Cowley & Ayona Datta & Vanesa Castán Broto & Eleanor Gao & Lucien Georgeson & Clare Herrick & Nancy Odendaal & Simon Joss, 2017. "The New Urban Agenda: key opportunities and challenges for policy and practice," Urban Research & Practice, Taylor & Francis Journals, vol. 10(3), pages 367-378, July.
    4. David J. Zimmerman, 2003. "Peer Effects in Academic Outcomes: Evidence from a Natural Experiment," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 9-23, February.
    5. Xiao Lu & Yi Qu & Piling Sun & Wei Yu & Wenlong Peng, 2020. "Green Transition of Cultivated Land Use in the Yellow River Basin: A Perspective of Green Utilization Efficiency Evaluation," Land, MDPI, vol. 9(12), pages 1-22, November.
    6. Kun Ge & Shan Zou & Danling Chen & Xinhai Lu & Shangan Ke, 2021. "Research on the Spatial Differences and Convergence Mechanism of Urban Land Use Efficiency under the Background of Regional Integration: A Case Study of the Yangtze River Economic Zone, China," Land, MDPI, vol. 10(10), pages 1-20, October.
    7. Pastor, Jesus T. & Lovell, C.A. Knox, 2005. "A global Malmquist productivity index," Economics Letters, Elsevier, vol. 88(2), pages 266-271, August.
    8. Tan, Shukui & Hu, Bixia & Kuang, Bing & Zhou, Min, 2021. "Regional differences and dynamic evolution of urban land green use efficiency within the Yangtze River Delta, China," Land Use Policy, Elsevier, vol. 106(C).
    9. Jim Skea & Shuzo Nishioka, 2008. "Policies and practices for a low-carbon society," Climate Policy, Taylor & Francis Journals, vol. 8(sup1), pages 5-16, December.
    10. Hao Su & Shuo Yang, 2022. "Spatio-Temporal Urban Land Green Use Efficiency under Carbon Emission Constraints in the Yellow River Basin, China," IJERPH, MDPI, vol. 19(19), pages 1-28, October.
    11. Yang, Lisha & Ni, Mengying, 2022. "Is financial development beneficial to improve the efficiency of green development? Evidence from the “Belt and Road” countries," Energy Economics, Elsevier, vol. 105(C).
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