Township of Rosenthal is a civil located in McPherson County, South Dakota. It appears on the Eureka East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,939.50 feet (591.16 m) above sea level. The nearest populated place is Eureka, approximately 5.1 miles to the SW.