Chances are that most of what is thought to be "abandoned mines", are not. Some are patented and some are unpatented claims. The local county courthouse can tell one the ownership/status. Just because there is no sign of recent activity does not mean abandoned ground. Either patented or unpatented, the removal of such things is considered stealing.