AUTHOR=Fang Chuanglin , He Sanwei , Wang Lei TITLE=Spatial Characterization of Urban Vitality and the Association With Various Street Network Metrics From the Multi-Scalar Perspective JOURNAL=Frontiers in Public Health VOLUME=Volume 9 - 2021 YEAR=2021 URL=https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2021.677910 DOI=10.3389/fpubh.2021.677910 ISSN=2296-2565 ABSTRACT=In the context of rapid urbanisation in developing countries, the spatial organisation of cities has been progressively restructured over the past decades. However, little has been done to understand how the physical expansion affected the reorganisation of socio-economic spaces in cities. This study explores the association between various street network metrics and urban vitality and how it changes across different scales using geographic big data through a case study of Wuhan, China. Urban vitality is characterised by four components: concentration, accessibility, liveability, and diversity. The new technique of spatial design network analysis (sDNA) is employed to characterise street network metrics, including connectivity, closeness, betweenness, severance, and efficiency, with 16 localised network variables. Furthermore, the stratified spatial heterogeneity between street network metrics at multiple scales and the four components of urban vitality are investigated using the Geodetector tool. First, concentration, accessibility, and diversity decline with distance from the urban centre, whereas liveability has a fluctuating upward trend with distance from the urban core. Second, the correlation between street network characteristics and urban vitality is sensitive to different spatial scales. Third, connectivity explains the largest amount of the variance in urban vitality (over 40%), while both betweenness and closeness explain roughly 28% of urban vitality. Efficiency and severance contribute 22% and 10% to the spatial heterogeneity of urban vitality, respectively. The study sheds light on the mechanisms between street configurations and urban vitality from the multi-scalar perspective. Some implications are provided for the improvement of the streets’ urban vitality.