Explore details about location Cave Avenue. Cave Avenue is a location situated within the Kern County alongside other areas such as Midland Trail, Clemlee Trail, Kid Place. Additionally, some smaller parts of Cave Avenue include specific areas like Moss Street, Paul Avenue, Courtney Street adding to the diversity of its landscape.