Chapman Bay is a swamp located in Catahoula County, Louisiana. It appears on the Larto Lake North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 65.62 feet (20.00 m) above sea level. The nearest populated place is Larto, approximately 3.4 miles to the E.