Nelson Creek is a stream located in O'Brien County, Iowa. It appears on the Paullina USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,316.58 feet (401.29 m) above sea level. The nearest populated place is Paullina, approximately 4.5 miles to the NW.