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An analysis of spatial vitality distribution and formation mechanisms in historical urban areas based on multi-source big data:A case study of Changsha

Yiyu Long Sheng Jiao Yan Yu Kaiyin Xiao

建筑学研究前沿（英文版）2025，Vol.14Issue(6)：1727-1749,23.

建筑学研究前沿（英文版）2025，Vol.14Issue(6)：1727-1749,23.DOI:10.1016/j.foar.2025.03.005

An analysis of spatial vitality distribution and formation mechanisms in historical urban areas based on multi-source big data:A case study of Changsha

Yiyu Long ¹Sheng Jiao ¹Yan Yu ¹Kaiyin Xiao¹

作者信息

1. School of Architecture and Planning,Hunan University,Changsha 410082,China||Engineering Technology Research Center for Smart Disaster Prevention and Resilient City Construction of Hunan Province,Changsha 410000,China
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摘要

关键词

Street view images/Deep learning/Sentiment prediction/Historical urban areas/Spatial vitality

Key words

Street view images/Deep learning/Sentiment prediction/Historical urban areas/Spatial vitality

引用本文复制引用

Yiyu Long,Sheng Jiao,Yan Yu,Kaiyin Xiao..An analysis of spatial vitality distribution and formation mechanisms in historical urban areas based on multi-source big data:A case study of Changsha[J].建筑学研究前沿（英文版）,2025,14(6):1727-1749,23.

基金项目

This work was funded by the National Natural Science Foundation of China(Grant No.52278059)and the Natural Science Foundation of Hunan Province of China(Grant No.2024JJ8316). （Grant No.52278059）

建筑学研究前沿（英文版）

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