Cave Coulee is a valley located in Burleigh County, North Dakota. It appears on the Burnt Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,710.53 feet (521.37 m) above sea level. The nearest populated place is Wogansport, approximately 3.5 miles to the N.