Saint Joseph Coulee is a valley located in La Crosse County, Wisconsin. It appears on the Saint Joseph USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 739.75 feet (225.48 m) above sea level. The nearest populated place is Saint Joseph, approximately 2.8 miles to the SSE.