Maple Spring is a spring located in Houston County, Tennessee. It appears on the Stewart USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 426.74 feet (130.07 m) above sea level. The nearest populated place is New Hope, approximately 1.3 miles to the S.