Explore details about location Cleveland Drive. Cleveland Drive is a location situated within the Portsmouth alongside other areas such as Woodbury Avenue, Hayes Place, Melcher Street. Additionally, some smaller parts of Cleveland Drive include specific areas like Lafayette Road adding to the diversity of its landscape.