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Towards a Comprehensive Framework for Regional Transportation Land Demand Forecasting: Empirical Study from Yangtze River Economic Belt, China

Author

Listed:
  • Ke Wang

    (Key Laboratory of Remote Sensing and Digital Earth, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100101, China)

  • Li Wang

    (Key Laboratory of Remote Sensing and Digital Earth, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100101, China)

  • Jianjun Zhang

    (School of Land Science and Technology, China University of Geosciences, 29, Xueyuan Road, Haidian District, Beijing 100083, China
    Key Laboratory of Land Consolidation and Rehabilitation, Ministry of Natural Resources, Beijing 100083, China)

Abstract

China is currently experiencing rapid expansion in its transportation land. To promote sustainable land use, accurately estimating transportation land demand is crucial. This study aims to develop a comprehensive framework for urban transportation land forecasting within the Yangtze River Economic Belt (YREB), providing support for optimizing regional land allocation. Employing methods such as meta-analysis, statistical analysis, and BP neural network analysis, this study forecasts the transportation land demand of 127 cities in the YREB. The study findings indicate that cities with high transportation land demand are mainly distributed in the middle and upper reaches of the Yangtze River. Moreover, the growth rate of transportation land in the upper reaches significantly outstrips that in the middle and lower reaches, suggesting a focus shift in transportation infrastructure construction toward the upper regions. Additionally, some cities within the YREB face a mismatch between the supply and demand of transportation land, necessitating proactive adjustments to their land supply plans to achieve a balance between supply and demand. The main contribution of this study is the development of a comprehensive and adaptable framework that guides the development of future strategies for optimal land allocation by forecasting transportation land demand at a regional level.

Suggested Citation

  • Ke Wang & Li Wang & Jianjun Zhang, 2024. "Towards a Comprehensive Framework for Regional Transportation Land Demand Forecasting: Empirical Study from Yangtze River Economic Belt, China," Land, MDPI, vol. 13(6), pages 1-22, June.
    • Handle: RePEc:gam:jlands:v:13:y:2024:i:6:p:847-:d:1414444
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    References listed on IDEAS

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    1. Zander, P. & Kachele, H., 1999. "Modelling multiple objectives of land use for sustainable development," Agricultural Systems, Elsevier, vol. 59(3), pages 311-325, March.
    2. Myung-Jin Jun, 2005. "Forecasting Urban Land-Use Demand Using a Metropolitan Input-Output Model," Environment and Planning A, , vol. 37(7), pages 1311-1328, July.
    3. Liddle, Brantley, 2009. "Long-Run Relationship among Transport Demand, Income, and Gasoline Price for the US," MPRA Paper 52080, University Library of Munich, Germany.
    4. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    5. Eda Ustaoglu & Filipe Batista e Silva & Carlo Lavalle, 2020. "Quantifying and modelling industrial and commercial land-use demand in France," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(1), pages 519-549, January.
    6. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    7. Schuckmann, Steffen W. & Gnatzy, Tobias & Darkow, Inga-Lena & von der Gracht, Heiko A., 2012. "Analysis of factors influencing the development of transport infrastructure until the year 2030 — A Delphi based scenario study," Technological Forecasting and Social Change, Elsevier, vol. 79(8), pages 1373-1387.
    8. William F. Laurance & Gopalasamy Reuben Clements & Sean Sloan & Christine S. O’Connell & Nathan D. Mueller & Miriam Goosem & Oscar Venter & David P. Edwards & Ben Phalan & Andrew Balmford & Rodney Van, 2014. "A global strategy for road building," Nature, Nature, vol. 513(7517), pages 229-232, September.
    9. William F. Laurance & Gopalasamy Reuben Clements & Sean Sloan & Christine S. O’Connell & Nathan D. Mueller & Miriam Goosem & Oscar Venter & David P. Edwards & Ben Phalan & Andrew Balmford & Rodney Van, 2014. "Correction: Corrigendum: A global strategy for road building," Nature, Nature, vol. 514(7521), pages 262-262, October.
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