Peter Cave Ridge is a ridge located in Scott County, Tennessee. It appears on the Robbins USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,555.12 feet (474.00 m) above sea level. The nearest populated place is New River, approximately 1.2 miles to the NNE.