Spatiotemporal Differentiation and Associated Factors of Urban Vitality in a Linear River-Valley City: A Case Study of Central Lanzhou
This study analyzes the spatiotemporal patterns and driving factors of urban vitality in the linear river-valley city of Lanzhou, revealing that while vitality clusters centrally and fluctuates by time, it is primarily driven by transportation and functional facilities rather than proximity to the Yellow River.