Stump Lake is a lake located in Tangipahoa County, Louisiana. It appears on the Chesbrough USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 99.64 feet (30.37 m) above sea level. The nearest populated place is Hostetter (historical), approximately 1.3 miles to the SSW.