Cherry Creek is a stream located in Woodson County, Kansas. It appears on the Yates Center SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 934.08 feet (284.71 m) above sea level. The nearest populated place is Cookville, approximately 2.3 miles to the SSW.