Explore details about location Rich Cove. Rich Cove is a location situated within the Memphis alongside other areas such as Brown Avenue, Thistledown Drive, Dorsey Avenue. Additionally, some smaller parts of Rich Cove include specific areas like East Normandy Road, Melvin Road, North Yates Road adding to the diversity of its landscape.