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 nearest populated place is Peterborg, approximately 3.2 miles to the SSW.

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