This site uses a neural network to build a vector embedding representation of the world which can be queried via pgvector. This interface lets you perform a spatial similiarity search to look up locations nearby with similar patterns of land use / land cover.
How to Use
Move the circle around to query different areas. The circle's center is the query point.
Shrink or expand the circle for a smaller or bigger search area. Only sites within the circle will be included in the search
Adjust the coverage fraction slider to tweak the sensitivity.
Use the download button to get the embedding vectors in CSV format for the search region.