Blue Lake is a lake located in Leflore County, Mississippi. It appears on the Itta Bena USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 116.01 feet (35.36 m) above sea level. The nearest populated place is Berclair, approximately 0.5 miles to the WNW.