Investigating the relationship between built environment and urban vitality using big data
Abstract Urban vitality reflects the dynamic interaction between residents’ activities and the urban environment, playing a pivotal role in fostering social and economic development. It enhances urban quality, competitiveness, and residents’ well-being. Despite extensive scholarly attention, previou...
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Main Authors: | Guifen Lyu, Niwat Angkawisittpan, Xiaoli Fu, Somchat Sonasang |
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Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2025-01-01
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Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-024-84279-2 |
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