Rock Creek is a stream located in Bourbon County, Kansas. It appears on the Marmaton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 806.50 feet (245.82 m) above sea level. The nearest populated place is Ronald, approximately 2.7 miles to the WSW.