Arnold Creek is a stream located in Clark County, Wisconsin. It appears on the Hatfield USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 876.74 feet (267.23 m) above sea level. The nearest populated place is Hatfield, approximately 0.8 miles to the SW.