The tailwheel airplane sustained substantial damage when it ground-looped after landing off-airport. The pilot stated that he was landing on a north-south dirt road to the south. He stated that the winds were calm and the airplane rolled into a dust devil and directional control was lost. He said there were no ruts or ditches on the road. The pilot reported that all his flight experience was in tailwheel airplanes