The "empty" midwest is all owned, though. $4000/acre, maybe? That's not much if you are trying to buy land to build a house. It's a lot if you're trying to acquire 1000 acres for a farm, though.

Alaska is largely government owned. It's empty, but that doesn't mean that you can take a chunk of land there.