The map is derived from ESA Sentinel-2 imagery at 10m resolution. The LULC Map on Demand provides users with a custom map of land use/land cover for a user-specified area of interest and time period (2018-2022). ![]() Maps will be delivered to you for download within a few hours. Select a location and date range to order a map. Currently, IO Monitor can generate Land Use and Land Cover maps to help you monitor changes over any region in the United States. Order now Note: Introductory pricing available. Results have an average accuracy of 85% (compared to human expert labels). Impact Observatory uses a unique machine learning approach to classify land use and land cover (LULC) categories globally using Sentinel-2 imagery. Impact Observatory's Monitoring on Demand is available for your area of interest over user-specified time periods, beginning in 2018, and including the most recently available Sentinel-2 data. Land Use Land Cover (LULC) Maps on Demand for 2018-2022
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