Lake Discovery is a lake located in Humphreys County, Mississippi. It appears on the Belzoni USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 97.15 feet (29.61 m) above sea level. The nearest populated place is Honey Island, approximately 1.5 miles to the SE.