Blue Lake is a lake located in Leflore County, Mississippi. It appears on the Greenwood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 120.93 feet (36.86 m) above sea level. The nearest populated place is Browning, approximately 1.4 miles to the ENE.