Green Bay is a swamp located in Clinch County, Georgia. It appears on the Du Pont USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 161.83 feet (49.33 m) above sea level. The nearest populated place is Magnolia, approximately 4.2 miles to the ESE.