South Scalp Creek is a stream located in Gregory County, South Dakota. It appears on the South Scalp Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,367.43 feet (416.79 m) above sea level. The nearest populated place is Wheeler (historical), approximately 6.1 miles to the NW.