Blue Hole Spring is a spring located in Jackson County, Florida. It appears on the Marianna USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 124.67 feet (38.00 m) above sea level. The nearest populated place is Marianna, approximately 3.3 miles to the SSE.