Study on Subway Station Street Block-Level Land Use Pattern and Plot Ratio Control Based on Machine Learning

As urbanization accelerates, megacities are facing challenges such as inefficient land use and traffic congestion, particularly in the context of rail transit-oriented development, where land use optimization remains a significant research gap. Current urban planning still relies heavily on the expe...

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Bibliographic Details
Main Authors: Mingyi Kuang, Fei Fu, Fangzhou Tian, Liwei Lin, Can Du, Yuesong Zhang
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Land
Subjects:
Online Access:https://www.mdpi.com/2073-445X/14/2/416
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