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Author

Qian Zhang

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Open access Oct 2026

Nonlinear Driving Mechanism of Multidimensional Urban Vitality Based on the GeoShapley Framework—A Case Study of Main Urban Area of Taiyuan, China

Urban vitality reflects a city’s capacity to support economic activities, social interactions, cultural participation, and ecological sustainability. This study presents an urban vitality evaluation system encompassing cultural, economic, social, and ecological dimensions, while considering Taiyuan City (China) as the...

Liu-Qing Yang, Qian Zhang, Dong-Jia Yan et al. · 0 citations

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