Explore details about location Lakeshore Drive. Lakeshore Drive is a location situated within the Santa Cruz County alongside other areas such as Alameda Avenue, Michael Lane, Bahr Drive. Additionally, some smaller parts of Lakeshore Drive include specific areas like West Drive adding to the diversity of its landscape.