Yinshan Liu

City-Scale Assessment of Rooftop Photovoltaic Carbon Mitigation in China Using Semantic Segmentation and Interpretable Machine Learning

Urban rooftop photovoltaics (URPV) are crucial for decarbonizing China’s building sector, yet large-scale assessment remains limited by difficulties in rooftop extraction, cross-city generalization, and linkage to forward-looking decarbonization strategies. This study developed a...