Blue Lake is a lake located in Sunflower County, Mississippi. It appears on the Drew USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 114.83 feet (35.00 m) above sea level. The nearest populated place is Powell Bayou, approximately 0.9 miles to the E.