Pelican Bay is a bay located in Monroe County, Florida. It appears on the Alligator Bay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -1.97 feet (-0.60 m) above sea level. The nearest populated place is The Watson Place, approximately 4.8 miles to the N.