Panther Bay is a swamp located in Robeson County, North Carolina. It appears on the Rennert USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 178.03 feet (54.26 m) above sea level. The nearest populated place is Buie, approximately 2.1 miles to the SW.