Machine Learning-Driven Multimodal Feature Extraction and Optimization Strategies for High-Speed Railway Station Area

The construction of high-speed railway (HSR) station areas serves as a crucial catalyst for urban spatial evolution. However, the absence of targeted urban management theories has led to widespread spatial resource waste and post-construction abandonment phenomena in these areas. Existing research p...

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Bibliographic Details
Main Authors: Xiang Li, Fa Zhang, Ziyi Liu, Yao Wei, Runlong Dai, Zhiyue Qiu, Yuxin Gu, Hong Yuan
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Land
Subjects:
Online Access:https://www.mdpi.com/2073-445X/14/5/1039
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