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Characterizing China's road network development from a spatial entropy perspective

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  • Pan, Jiamin
  • Zhao, Xia
  • Guo, Weisi
  • Feng, Yuhao
  • Liu, Yu
  • Zhu, Jiangling
  • Fang, Jingyun

Abstract

Understanding the spatial characteristics of road networks is crucial for the planning of road networks. Although road networks have been frequently evaluated in combination with various socioeconomic factors, the current road network development in developing countries still needs to be better understood. Combining road network density and spatial entropy for 2728 counties in China, we provide a comprehensive assessment of road networks and their key influencing factors. Our results indicate a significant spatial heterogeneity of the road network development, especially on both sides of the Heihe-Tengchong line. Demographic-economic and topographic variables jointly explained 54.2% and 65.1% of the spatial variations in road network density and entropy, respectively. Road entropy increases with road network density in line with a saturation curve from provincial to national scales, which offers guidance for future road planning. Using a K-means clustering analysis, we categorized China's road networks into four groups corresponding to the development stages. Our findings improve the current understanding of road network development in China and provide important implications for national road network planning in the future.

Suggested Citation

  • Pan, Jiamin & Zhao, Xia & Guo, Weisi & Feng, Yuhao & Liu, Yu & Zhu, Jiangling & Fang, Jingyun, 2024. "Characterizing China's road network development from a spatial entropy perspective," Journal of Transport Geography, Elsevier, vol. 116(C).
  • Handle: RePEc:eee:jotrge:v:116:y:2024:i:c:s0966692324000577
    DOI: 10.1016/j.jtrangeo.2024.103848
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    References listed on IDEAS

    as
    1. Geoff Boeing, 2020. "A multi-scale analysis of 27,000 urban street networks: Every US city, town, urbanized area, and Zillow neighborhood," Environment and Planning B, , vol. 47(4), pages 590-608, May.
    2. Iacono, Michael & Levinson, David, 2016. "Mutual causality in road network growth and economic development," Transport Policy, Elsevier, vol. 45(C), pages 209-217.
    3. Jingxin Sun & Zhinong Li & Jiaqiang Lei & Dexiong Teng & Shengyu Li, 2018. "Study on the Relationship between Land Transport and Economic Growth in Xinjiang," Sustainability, MDPI, vol. 10(1), pages 1-17, January.
    4. Coombes, Emma & Jones, Andrew P. & Hillsdon, Melvyn, 2010. "The relationship of physical activity and overweight to objectively measured green space accessibility and use," Social Science & Medicine, Elsevier, vol. 70(6), pages 816-822, March.
    5. Demir, Murat, 2007. "Impacts, management and functional planning criterion of forest road network system in Turkey," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(1), pages 56-68, January.
    6. Guoliang Zhao & Xinqi Zheng & Zhiyuan Yuan & Lulu Zhang, 2017. "Spatial and Temporal Characteristics of Road Networks and Urban Expansion," Land, MDPI, vol. 6(2), pages 1-19, April.
    7. Zhikai Wang, 2015. "The Imbalance in Regional Economic Development in China and Its Reasons," Palgrave Macmillan Books, in: Private Sector Development and Urbanization in China, chapter 0, pages 53-75, Palgrave Macmillan.
    8. Boeing, Geoff, 2018. "Measuring the Complexity of Urban Form and Design," SocArXiv bxhrz, Center for Open Science.
    9. Chomitz, Kenneth M & Gray, David A, 1996. "Roads, Land Use, and Deforestation: A Spatial Model Applied to Belize," The World Bank Economic Review, World Bank, vol. 10(3), pages 487-512, September.
    10. Ge Shi & Jie Shan & Liang Ding & Peng Ye & Yang Li & Nan Jiang, 2019. "Urban Road Network Expansion and Its Driving Variables: A Case Study of Nanjing City," IJERPH, MDPI, vol. 16(13), pages 1-16, June.
    11. Fritz Kleinschroth & Nadine Laporte & William F. Laurance & Scott J. Goetz & Jaboury Ghazoul, 2019. "Road expansion and persistence in forests of the Congo Basin," Nature Sustainability, Nature, vol. 2(7), pages 628-634, July.
    12. Alice Shiu, Raymond Li, and Chi-Keung Woo, 2016. "Economic Growth and Infrastructure Investments in Energy and Transportation: A Causality Interpretation of Chinas Western Development Strategy," The Energy Journal, International Association for Energy Economics, vol. 0(China Spe).
    13. Jiao, Jingjuan & Wang, Jiaoe & Zhang, Fangni & Jin, Fengjun & Liu, Wei, 2020. "Roles of accessibility, connectivity and spatial interdependence in realizing the economic impact of high-speed rail: Evidence from China," Transport Policy, Elsevier, vol. 91(C), pages 1-15.
    14. Michael Batty & Robin Morphet & Paolo Masucci & Kiril Stanilov, 2014. "Entropy, complexity, and spatial information," Journal of Geographical Systems, Springer, vol. 16(4), pages 363-385, October.
    15. Karlström, Anders & Ceccato, Vania, 2000. "A new information theoretical measure of global and local spatial association," MPRA Paper 6848, University Library of Munich, Germany.
    16. Chakrabarti, Sandip, 2018. "Can highway development promote employment growth in India?," Transport Policy, Elsevier, vol. 69(C), pages 1-9.
    17. Lin, Yatang, 2017. "Travel costs and urban specialization patterns: Evidence from China’s high speed railway system," Journal of Urban Economics, Elsevier, vol. 98(C), pages 98-123.
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