Explore details about location Manhattan Drive. Manhattan Drive is a location situated within the Bakersfield alongside other areas such as Bella Drive, Halter Court, Fruitvale Avenue. Additionally, some smaller parts of Manhattan Drive include specific areas like Ambassador Lane, Waldorf Way, Glenn Miller Court adding to the diversity of its landscape.