Joe Kemp Key is a island located in Monroe County, Florida. It appears on the Pavilion Key USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.85 feet (0.26 m) above sea level. The nearest populated place is Chokoloskee, approximately 4.5 miles to the N.