Explore details about location Harper Peak. Harper Peak is a location situated within the Kern County alongside other areas such as Piedmont Way, Sandy Street, 30th Street West. Additionally, some smaller parts of Harper Peak include specific areas like Carriage Drive adding to the diversity of its landscape.