Pelican Bay is a bay located in Box Elder County, Utah. It appears on the Gunnison Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,194.67 feet (1,278.54 m) above sea level. The nearest populated place is Lakeside, approximately 8.2 miles to the S.