Rock Creek is a stream located in Pottawatomie County, Kansas. It appears on the Belvue USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 962.47 feet (293.36 m) above sea level. The nearest populated place is Belvue, approximately 3.5 miles to the ESE.