Coal Tar Bay is a bay located in Lafourche County, Louisiana. It appears on the Pelican Pass USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -1.53 feet (-0.47 m) above sea level. The nearest populated place is Leeville, approximately 5.8 miles to the E.