Josephs Bay is a swamp located in Hancock County, Mississippi. It appears on the Dead Tiger Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 25.76 feet (7.85 m) above sea level. The nearest populated place is Wiehe, approximately 3.4 miles to the NNE.