Rouse Creek is a stream located in Iron County, Wisconsin. It appears on the Upson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,343.06 feet (409.36 m) above sea level. The nearest populated place is Upson, approximately 3.5 miles to the E.