LCZ-based city-wide solar radiation potential analysis by coupling physical modeling, machine learning, and 3D buildings

Xiana Chen, Wei Tu, Junxian Yu, Rui Cao, Shengao Yi, Qingquan Li

Abstract: Highlights•Hybrid approach for efficient building solar radiation potential mapping•Coupling physical computing model and machine learning•LCZ-based analysis reveals patterns of building PV potential.•Quantifying carbon reduction potential of BIPV installations in cities•Supporting decision-making for green cities with GeoAI