Soft Maple Creek is a stream located in Rusk County, Wisconsin. It appears on the Fireside Lakes USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,055.93 feet (321.85 m) above sea level. The nearest populated place is Island Lake, approximately 3.3 miles to the SW.