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...

Full description

Saved in:
Bibliographic Details
Main Authors: Yuanzheng Cui, Guixiang Zha, Qiuting Wang, Yunxiao Dang, Kaifang Shi, Xuejun Duan, Dong Xu, Bo Huang
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:GIScience & Remote Sensing
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/15481603.2025.2451335
Tags: Add Tag
No Tags, Be the first to tag this record!