Assessing the potential and utilization of solar energy at the building-scale in Shanghai

•A grid scheme with buffer was proposed to estimate solar radiance at building-scale.•A four-quadrant based segmentation method was designed to distinguish rooftop type.•Two scenarios were set up to assess rooftop's solar energy utilization potential.•A successful application in Shanghai revealed the details of solar energy potential.