Cherry Creek is a stream located in Cherokee County, Kansas. It appears on the Chetopa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 779.40 feet (237.56 m) above sea level. The nearest populated place is Chetopa, approximately 3.1 miles to the SSW.