Horseshoe Lake is a lake located in Morrison County, Minnesota. It appears on the Burtrum USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,198.88 feet (365.42 m) above sea level. The nearest populated place is Upsala, approximately 3.3 miles to the ENE.