Elm Spring Branch is a stream located in Franklin County, Missouri. It appears on the Meramec State Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 580.73 feet (177.01 m) above sea level. The nearest populated place is Caseyville, approximately 0.8 miles to the E.