This is one of the most stunning place I ever saw.
You go there by 4WD or bus, but not with the average renting car: this is forbidden mostly because of river crossings, as the track is quite OK.
There is a marvelous camping that even feature a natural hot spring, grass and flowers... All around are both short and long hiking trails in the desert, colored mountains, rivers and volcanic fumes.