Gefei Kong

Introducing a deep learning-based rooftop solar model using open remote sensing data and OpenStreetMap. We will explain the design of the model and demonstrate its use in the Climate Action Navigator.

How dependent is your town on the electricity grid? How many buildings are supplied by rooftop solar panels? How much unused potential is there to leverage the power of the sun? We built a deep learning model using FOSS4G and open remote sensing data for Germany.