Blackburn Bay is a swamp located in Holmes County, Florida. It appears on the Esto USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 154.20 feet (47.00 m) above sea level. The nearest populated place is Holland Crossroads, approximately 2.2 miles to the NNE.