Chestnut Flat is a ridge located in Fulton County, Pennsylvania. It appears on the Big Cove Tannery USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,758.52 feet (536.00 m) above sea level. The nearest populated place is Websters Mill, approximately 2.0 miles to the ESE.