Cherry Lake is a lake located in McLean County, North Dakota. It appears on the Turtle Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,821.95 feet (555.33 m) above sea level. The nearest populated place is Turtle Lake, approximately 2.7 miles to the E.