Rankin Spring is a spring located in Greene County, Indiana. It appears on the Koleen USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 537.96 feet (163.97 m) above sea level. The nearest populated place is Koleen, approximately 0.9 miles to the N.