In Arizona we've enjoyed staying at Karchner Caverns. We tour the caverns and stay in their camp ground. It's a desert area, but full of neat plants. Best not in the summer when the heat is brutal. We like it in Fall, winter or Spring.
One time we had the whole campground to ourselves during the fall.
http://azstateparks.com/parks/...
