Mineral rights are the ownership rights of underground resources such as oil, natural gas and coal. : Mineral rights are the ownership rights of underground resources like oil, natural gas, gold, silver, copper, iron or uranium. Mineral rights differ from surface rights, which give the holder the right to improve upon or sell the surface of a tract of land.