Katherine Island is a island located in Freeborn County, Minnesota. It appears on the Albert Lea East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,214.01 feet (370.03 m) above sea level. The nearest populated place is Albert Lea, approximately 0.4 miles to the SW.