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A Novel GNN-Based Approach for Determining Land use Functions in Urban Renewal Areas: Considering Human Mobility and its Relationships with Land use Performance

Crossref DOI link: https://doi.org/10.1007/s12061-026-09821-3

Published Online: 2026-02-25

Published Print: 2026-03

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Qin, Xiao

Wu, Ruotong

Zhang, Shanqi

Zhen, Feng
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (52478060)

National Natural Science Foundation of China (52478061)

Key Program of the National Natural Science Foundation of China (42330510)
License Information

Text and Data Mining valid from 2026-02-25

Version of Record valid from 2026-02-25
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Article History

Received: 2 December 2025

Accepted: 6 February 2026

First Online: 25 February 2026

Declarations

:

: The authors declare no competing interests.

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