I seem to find that if I don't have any Copper handy, as soon as I finish researching IW, finding Iron, settling on/near/seizing it from an AI, one of my mines will just happen to find it. "Hey, Boss, guess what we just found? Shame we couldn't find this stuff a thousand years ago, huh?".