Blue Lake is a lake located in Prairie County, Arkansas. It appears on the Gregory SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 177.17 feet (54.00 m) above sea level. The nearest populated place is Little Dixie, approximately 2.3 miles to the SSE.