Qiwei Ma

Projecting the response of ecological risk to land use/land cover change in ecologically fragile regions

Energy consumption prediction and household feature analysis for different residential building types using machine learning and SHAP: Toward energy-efficient buildings

Integrating ecological correlation into cellular automata for urban growth simulation: A case study of Hangzhou, China

Classifying Street Spaces with Street View Images for a Spatial Indicator of Urban Functions