Our sweeping AI-driven API is immersive and designed for large displays. The 3-D and raster data visualizations are best suited for desktop use and dissemination.
Changes in land use and landcover can result from human impacts and developments as well as environmental changes. The maps displayed here are derived from satellite imagery and AI models and show variability in land cover and land use for each year from 2015-2022. The AI model applied to produce this dataset uses thousands of satellite images to infer the most likely land cover and land use class for each year for every location in Saudi Arabia.