Understanding nonlinear and spatially heterogeneous effects of urban residential morphology on land surface temperature: Integrating SOM, XGBoost-SHAP, and GWR models

Publication date: 1 January 2026

Source: Sustainable Cities and Society, Volume 136

Author(s): Xinyang Liu, Siyuan Wang, Guangxi Tang