Evaluation of comprehensive vitality of Shanghai’s commercial centers using multi-dimensional geospatial big data
Crossref DOI link: https://doi.org/10.1038/s41598-025-95594-7
Published Online: 2025-07-01
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Hu, Hengzhi
Yan, Jingbo
Wang, Bolin
Sun, Xuefei
Text and Data Mining valid from 2025-07-01
Version of Record valid from 2025-07-01
Article History
Received: 21 November 2024
Accepted: 21 March 2025
First Online: 1 July 2025
Declarations
:
: The authors declare no competing interests.