Chautauqua County is mostly covered with rocky, oak-covered hills. Big valleys, particularly the valley of the Caney River, have rich and fertile farms and some of the hills are clear and home to thousands of grazing cattle. The spectacular beauty and ruggedness of the countryside make it a great place for outdoor vacations.