Walnut Ridge is a ridge located in Allegany County, Maryland. It appears on the Patterson Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 971.13 feet (296.00 m) above sea level. The nearest populated place is Twiggtown, approximately 2.6 miles to the N.