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How Do Street Physical Environments Shape Pedestrian Safety Perception? Evidence from Street-View Imagery, Machine Learning, and Multiscale Geographically Weighted Regression

In high-density urban cores, pedestrian safety perception is shaped not only by street physical environments but also by pronounced spatial heterogeneity. However, existing studies often rely on global regression or small-sample surveys, making it difficult to simultaneously reveal city-scale regula...

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Bibliografiske detaljer
Principais autores: Zhongshan Huang, Kuan Lu, Wenming Cai, Xin Han
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-02-01
Serier:Buildings
Fag:
Online adgang:https://www.mdpi.com/2075-5309/16/5/920
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