Blue Lake is a lake located in Bayfield County, Wisconsin. It appears on the Island Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,151.57 feet (351.00 m) above sea level. The nearest populated place is Winneboujou, approximately 8.6 miles to the NNW.