Blue Lake is a lake located in Aitkin County, Minnesota. It appears on the Iron Hub USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,266.63 feet (386.07 m) above sea level. The nearest populated place is Aitkin, approximately 2.9 miles to the NE.