Burnt Stump Lake is a lake located in Beauregard County, Louisiana. It appears on the Shoats Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 24.50 feet (7.47 m) above sea level. The nearest populated place is Salem, approximately 6.5 miles to the NW.