Cherry Lake is a lake located in Sheridan County, North Dakota. It appears on the Pelican Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,900.41 feet (579.24 m) above sea level. The nearest populated place is Mercer, approximately 9.3 miles to the SSW.