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