Blue Hole Creek is a stream located in Clay County, Kentucky. It appears on the Beverly USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,025.11 feet (312.45 m) above sea level. The nearest populated place is Queendale, approximately 1.3 miles to the NNE.