Township of Rock Creek is a civil located in Bartholomew County, Indiana. It appears on the Grammer USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 698.82 feet (213.00 m) above sea level. The nearest populated place is Burnsville, approximately 1.0 miles to the NNE.