Impact Observatory uses a unique machine learning approach to classify land use and land cover (LULC) categories globally through automation. Custom 10 m/pixel maps can be available for any area of interest in the world, from a specific site to an entire country, allowing users to monitor the status and changes in areas they care about.Map Details
AI-powered algorithms map the world at previously unobtainable scale and speed. Understand the historical trends impacting your areas of interest.Map Details
Near real-time mapping customized for your area of interest. Get on-demand data to better understand the places you care about.
Accurate detection of land use changes over time at scale. Monitor natural and human impacts across any areas of interest.