Tupelo Bay is a swamp located in Georgetown County, South Carolina. It appears on the Yauhannah USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 25.03 feet (7.63 m) above sea level. The nearest populated place is Rice Crossroads, approximately 2.0 miles to the NNW.