Watermelon Lake is a lake located in De Soto County, Louisiana. It appears on the Evelyn USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 122.94 feet (37.47 m) above sea level. The nearest populated place is Pleasant Hill, approximately 1.3 miles to the SSE.