In most places mineral rights and land rights are separate. I may own land but if diamonds are found under it by somebody else, I have no particular right to extract them. It appears the US may be different though.
[NB I come from somewhere with quite remarkable land ownership issues, so perhaps I'm introducing complexities where they don't exist].
http://images3.wikia.nocookie.net/__cb20120427144332/simpson...