Arnold Branch is a stream located in Camden County, Missouri. It appears on the Decaturville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 836.61 feet (255.00 m) above sea level. The nearest populated place is Hugo, approximately 2.5 miles to the N.