While there are some copper deposits in Gandor, a proper miner would venture a bit eastward into the mountains to find many more deposits. They must be harvested using a Pickaxe type tool.
They can be used to craft Bronze Bar, needed for most metallic type equipment.
Known Recipes:
Smithing: 5 Copper Ore -> 1 Bronze Bar