Guang Ao

Explainable machine learning for identifying nonlinear associations between street vitality and the built environment in a Historic District

Historic districts exhibit fine-grained spatial variation, while street vitality may relate nonlinearly to the built environment. Using 213 micro-sampling points in the Lihuangpi Road Historic District, Wuhan, this study integrates heritage location, functional facilities, transp...