Rock Creek is a stream located in Leavenworth County, Kansas. It appears on the Natoma USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,049.52 feet (624.69 m) above sea level. The nearest populated place is Laton, approximately 3.4 miles to the N.