Estate Pelican Cay is a civil located in St. Thomas County, United States Virgin Islands. It appears on the Charlotte Amalie OE N USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6.56 feet (2.00 m) above sea level. The nearest populated place is Peterborg, approximately 3.2 miles to the SSW.