Explore details about location Santa Rosa Avenue. Santa Rosa Avenue is a location situated within the Kern County alongside other areas such as Clear Canyon Road, Bena Road, Clear Creek. Additionally, some smaller parts of Santa Rosa Avenue include specific areas like Gregory Avenue adding to the diversity of its landscape.