Fat Deer Key is a island located in Monroe County, Florida. It appears on the Marathon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2.46 feet (0.75 m) above sea level. The nearest populated place is Valhalla, approximately 1.6 miles to the E.