Stony Coulee is a valley located in Pierce County, Wisconsin. It appears on the Nerike Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 763.93 feet (232.85 m) above sea level. The nearest populated place is Nerike, approximately 1.7 miles to the SSW.