Blue Hole is a lake located in Lee County, Arkansas. It appears on the Stubbs Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 167.32 feet (51.00 m) above sea level. The nearest populated place is Kincade Bayou (historical), approximately 2.5 miles to the NNE.