Pelican Bay is a bay located in Charlotte County, Florida. It appears on the Placida USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -2.12 feet (-0.65 m) above sea level. The nearest populated place is Cape Haze, approximately 0.6 miles to the NW.