Blue Hole is a lake located in Desha County, Arkansas. It appears on the Catfish Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 144.64 feet (44.09 m) above sea level. The nearest populated place is Prentiss (historical), approximately 1.0 miles to the SE.