Locust Bay is a lake located in Cameron County, Louisiana. It appears on the Catfish Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -2.30 feet (-0.70 m) above sea level. The nearest populated place is Grand Chenier, approximately 9.3 miles to the SW.