Cherry Creek is a stream located in Madison County, Iowa. It appears on the Cumming USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 847.78 feet (258.40 m) above sea level. The nearest populated place is Cumming, approximately 2.4 miles to the E.