After I use up all the materials in a mine or quarry, what happens to it? Does it just remain as an unusable chunk of land, or does it slowly recharge or decay, or something else entirely?
The buildings used by a mine and quarry can be removed, but the land they used will not be usable again. This is covered in the Help Menu of the game. The relevant sections are below.