Blue Hole is a bay located in Marion County, Tennessee. It appears on the Wauhatchie USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 734.91 feet (224.00 m) above sea level. The nearest populated place is Elder Mountain, approximately 1.9 miles to the SE.