A novel framework integrating GeoAI and human perceptions to estimate walkability in Wuhan, China

Abstract Evidence shows enhanced walking environment promotes overall physical activities and further alleviates the risk of chronic diseases and mental disorders. Current walkability research is limited by traditional GIS methods that fail to capture micro-level details and human perceptions. Addit...

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Bibliographic Details
Main Authors: Xue Yang, Tianyu Li, Yanjia Cao, Xiaoyun Zheng, Luliang Tang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-09779-1
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