Turtle Bay is a swamp located in Columbia County, Florida. It appears on the Deep Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 130.92 feet (39.90 m) above sea level. The nearest populated place is Greenfield, approximately 1.9 miles to the SE.