Whaleback Key is a island located in Monroe County, Florida. It appears on the Blackwater Sound USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -0.59 feet (-0.18 m) above sea level. The nearest populated place is Key Largo Park, approximately 3.6 miles to the ESE.