Arnwine Spring is a spring located in McMinn County, Tennessee. It appears on the Niota USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 951.44 feet (290.00 m) above sea level. The nearest populated place is Barton Mill, approximately 0.2 miles to the SE.