Watermelon Lake is a lake located in Tensas County, Louisiana. It appears on the Newellton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 70.89 feet (21.61 m) above sea level. The nearest populated place is Notnac, approximately 1.6 miles to the N.