Cherry Valley is a valley located in Clayton County, Iowa. It appears on the Turkey River USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 626.48 feet (190.95 m) above sea level. The nearest populated place is Millville, approximately 0.1 miles to the NNW.