Chestnut Ridge is a ridge located in Clearfield County, Pennsylvania. It appears on the Elliott Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,880.92 feet (573.30 m) above sea level. The nearest populated place is Bridgeport, approximately 1.8 miles to the S.