Explore details about location Bay Drive. Bay Drive is a location situated within the Harrison County alongside other areas such as Cherry Lane, Knollwood Drive, D'Iberville. Additionally, some smaller parts of Bay Drive include specific areas like West Wittman Road adding to the diversity of its landscape.