Blue Lake is a lake located in Stone County, Mississippi. It appears on the Whites Crossing USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 90.21 feet (27.50 m) above sea level. The nearest populated place is Big Level, approximately 3.2 miles to the NNW.