Cherry Creek is a stream located in Montgomery County, Kansas. It appears on the Cherryvale USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 770.24 feet (234.77 m) above sea level. The nearest populated place is Cherryvale, approximately 1.7 miles to the ESE.