Blue 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 1,821.88 feet (555.31 m) above sea level. The nearest populated place is Mercer, approximately 4.3 miles to the SSE.