Stove Lake is a lake located in Caldwell County, Louisiana. It appears on the Mason USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 45.54 feet (13.88 m) above sea level. The nearest populated place is Buie, approximately 3.4 miles to the NE.