Stenulson Coulee is a valley located in Jackson County, Wisconsin. It appears on the Stenulson Coulee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 882.50 feet (268.99 m) above sea level. The nearest populated place is Charter Oak Mills (historical), approximately 4.0 miles to the ESE.