Township of Rutherford is a civil located in Martin County, Indiana. It appears on the Alfordsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 557.74 feet (170.00 m) above sea level. The nearest populated place is South Martin, approximately 1.0 miles to the SSE.