Walnut Spring is a spring located in Sierra County, New Mexico. It appears on the Whiterock Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,662.73 feet (1,726.00 m) above sea level. The nearest populated place is Lake Valley, approximately 3.9 miles to the ENE.