Pelican Bayou is a stream located in Santa Rosa County, Florida. It appears on the Milton South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1.72 feet (0.52 m) above sea level. The nearest populated place is Bagdad, approximately 0.8 miles to the WSW.