Nelson Creek is a stream located in Brule County, South Dakota. It appears on the Red Lake East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,555.45 feet (474.10 m) above sea level. The nearest populated place is Pukwana, approximately 3.7 miles to the NNE.