Horseshoe Lake is a lake located in Pearl River County, Mississippi. It appears on the Bogalusa East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 81.08 feet (24.71 m) above sea level. The nearest populated place is Riceville (historical), approximately 3.3 miles to the S.