Evaluating the community commercial vitality using multi-source data: a case study of Hangzhou, China
“Urban vitality” is a crucial component in evaluating urban quality. However, current research rarely establishes specific vitality evaluation frameworks using multi-source data. Commercial activities at the community scale play a pivotal role in urban development. Therefore, this paper selected Han...
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Main Authors: | Yuanzheng Cui, Guixiang Zha, Qiuting Wang, Yunxiao Dang, Kaifang Shi, Xuejun Duan, Dong Xu, Bo Huang |
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Format: | Article |
Language: | English |
Published: |
Taylor & Francis Group
2025-12-01
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Series: | GIScience & Remote Sensing |
Subjects: | |
Online Access: | https://www.tandfonline.com/doi/10.1080/15481603.2025.2451335 |
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