Manchun Li

Exploring non-linear influences of urban environment on urban vitality using multi-source geographic big data

Urban vitality (UV) is a crucial indicator of the prosperity, livability, and sustainability of cities, yet its complex and non-linear relationship with the urban environment (UE) remains underexplored. Therefore, taking Nanjing as the study area, this study integrated multi-sour...