Assessing urban vitality in high-density cities: a spatial accessibility approach using POI reviews and residential data

Abstract Urban vitality is a fundamental driver of sustainable urban development, yet conventional assessments predominantly rely on static urban morphology metrics or traditional survey-based approaches, which inadequately capture the dynamic interplay of human activities within urban environments....

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Bibliographic Details
Main Authors: Mo Wang, Jiayu Zhao, Dongqing Zhang, Ziheng Xiong, Chuanhao Sun, Menghan Zhang, Chengliang Fan
Format: Article
Language:English
Published: Springer Nature 2025-07-01
Series:Humanities & Social Sciences Communications
Online Access:https://doi.org/10.1057/s41599-025-05459-7
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