August 8, 2025Applied SciencesOpen Access

Research on Spatial Characteristics and Influencing Factors of Urban Vitality at Multiple Scales Based on Multi-Source Data: A Case Study of Qingdao

View Full Paper

Ask AI

Bookmark

Authors

Discussion

Research uncovers factors affecting urban vitality in Qingdao, suggesting optimal planning strategies for sustainable development.

Urban vitality in Qingdao shows significant spatial clustering, revealing strong central areas and weak east-west connections.
Key determinants include factors like functional density, commercial facilities accessibility, and public facilities accessibility.
Analysis utilized Optimal Parameter Geographic Detector and Multi-Scale Geographically Weighted Regression models to explore effects at different scales.
Future urban planning should focus on enhancing high-vitality areas and optimizing population distribution for sustainable growth.

Wang et al. (2025) studied this question.

View Full Paper

Ask AI

Bookmark