Walnut Creek is a stream located in Chaves County, New Mexico. It appears on the Artesia NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,335.42 feet (1,016.64 m) above sea level. The nearest populated place is Lake Arthur, approximately 1.4 miles to the NNW.