Keene is a census-designated place located in Kern County, California, situated within the foothills of the Tehachapi Mountains at the southern extreme of the San Joaquin Valley. It lies approximately eight and a half miles northwest of Tehachapi at an elevation of 2,602 feet. The community occupies a total area of 9.