The calculated distance (air line) between Karlsruhe and Rheinau is approximately 14 miles respectively 22 kilometers.
By car or train, the actual journey to Rheinau is certainly longer, as only the direct route (as the crow flies) between Karlsruhe and Rheinau has been calculated here.