Pennington Ridge is a ridge located in Casey County, Kentucky. It appears on the Clementsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,045.33 feet (318.62 m) above sea level. The nearest populated place is Scotts Chapel (historical), approximately 1.0 miles to the ENE.