Explore details about location Lakeshore Drive. Lakeshore Drive is a location situated within the Kern County alongside other areas such as Violette Court, Dennis Mc Carthy Drive, Boron Avenue. Additionally, some smaller parts of Lakeshore Drive include specific areas like Mulberry, Maple Lane, Bourbon Street adding to the diversity of its landscape.