Nelson Creek is a stream located in Doniphan County, Kansas. It appears on the Sparks USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 867.14 feet (264.30 m) above sea level. The nearest populated place is Severance, approximately 2.2 miles to the SW.