Nelson Lake is a lake located in McLean County, North Dakota. It appears on the Peterson Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,845.21 feet (562.42 m) above sea level. The nearest populated place is Turtle Lake, approximately 5.0 miles to the SSW.