Nelson Creek is a stream located in Henry County, Missouri. It appears on the Calhoun East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 721.62 feet (219.95 m) above sea level. The nearest populated place is Hortense, approximately 2.6 miles to the SE.