Blue Lake is a swamp located in Natchitoches County, Louisiana. It appears on the Cloutierville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 91.86 feet (28.00 m) above sea level. The nearest populated place is Pollockville, approximately 0.5 miles to the WNW.