This theme applies AI to advance clean energy development and support the UAE's transition toward net-zero emissions. By combining satellite imagery, atmospheric dust profiles and meteorological data, it develops geospatial AI models for solar irradiance mapping and site selection, wind energy resource modeling and energy demand forecasting, while improving renewable energy integration with desalination systems through water-energy nexus solutions that enhance efficiency and reduce carbon impact. The theme's focus is on solar and wind energy assessment in the Gulf region using geospatial AI.