Peeled Oak Creek is a stream located in Henderson County, Kentucky. It appears on the Preston USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 736.70 feet (224.55 m) above sea level. The nearest populated place is Chestnut Grove (historical), approximately 2.0 miles to the SSW.