Spring Branch Bay is a swamp located in Columbus County, North Carolina. It appears on the Fair Bluff USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 71.33 feet (21.74 m) above sea level. The nearest populated place is Fair Bluff, approximately 3.2 miles to the N.