Walnut Spring is a spring located in Smith County, Texas. It appears on the Lindale USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 512.24 feet (156.13 m) above sea level. The nearest populated place is Hide-A-Way Lake, approximately 2.0 miles to the SSW.