I've noticed that on Ceres there are certain tiles (tiles with crater like textures) that don't show the resource cubes on them. However the resource is actually there and you can build on the tile and get the benefit.
Yes, those tiles are Caves, and they give access to the resources in the tiles that surround them.
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