Katherine Lake is a lake located in Gogebic County, Michigan. It appears on the Black Oak Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,794.30 feet (546.90 m) above sea level. The nearest populated place is Beaton, approximately 4.1 miles to the NNW.