Oakhurst, Fresno County, California. Oakhurst is a former settlement in Fresno County, California. It was located on the Atchison, Topeka and Santa Fe Railroad 5.25 miles (8.4 km) southwest of Piedra, at an elevation of 436 feet (133 m). It still appeared on maps as of 1923.