Patricia Cay is a island located in St. Thomas County, United States Virgin Islands. It appears on the Cruz Bay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 22.97 feet (7.00 m) above sea level. The nearest populated place is Nadir, approximately 1.1 miles to the NNW.

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