Joe Coulee is a valley located in Trempealeau County, Wisconsin. It appears on the Hegg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 837.05 feet (255.13 m) above sea level. The nearest populated place is Hegg, approximately 0.5 miles to the SW.