POI-based land use datasets generated and shared by the [Geospatial Science and Human Security Division in Oak Ridge National Laboratory](
mapspace.ornl.gov).
This dataset classifies land use into three classes: residential, non-residential and open space.
The dataset has a spatial resolution of 500 meters and covers all countries and regions of the world except for the US and Greenland.