Burnett Bay is a swamp located in Columbia County, Florida. It appears on the Fairview USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 137.80 feet (42.00 m) above sea level. The nearest populated place is Fairview, approximately 1.0 miles to the W.