Joe Kemp Key is a island located in Monroe County, Florida. It appears on the Flamingo USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1.77 feet (0.54 m) above sea level. The nearest populated place is Flamingo, approximately 1.4 miles to the WNW.