Explore details about location Admiral Cove. Admiral Cove is a location situated within the Tarpon Springs alongside other areas such as East Spruce Street, Suwanee Street, Hickory Lane. Additionally, some smaller parts of Admiral Cove include specific areas like Anclote Drive adding to the diversity of its landscape.