Assessing urban spatial vitality in post-port areas: a multimodal data analysis of Shanghai, Liverpool, and Marseille

The redevelopment of historical port areas

With the development of industrialization and containerization and the increase in total maritime cargo volume, port-city relationships have undergone significant changes. Researchers have increasingly…