Arnold Creek is a stream located in Washington County, Indiana. It appears on the Mitchell USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 695.54 feet (212.00 m) above sea level. The nearest populated place is Spring Mill Village, approximately 1.6 miles to the NW.