Walnut Creek is a stream located in Socorro County, New Mexico. It appears on the San Antonio USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,564.03 feet (1,391.12 m) above sea level. The nearest populated place is San Antonio, approximately 0.3 miles to the S.