Underground mining can be much more expensive than surface mining. There are limits on how much material can be removed in underground mining. Underground mining has a number of hazards not present...
Underground mining is very expensive, and "room and pillar" methods only permit removal of a portion of what is being mined- something had to hold up the roof.