The calculated distance (air line) between Barreiro and Oeiras is approximately 13 miles respectively 21 kilometers.
By car or train, the actual journey to Oeiras is certainly longer, as only the direct route (as the crow flies) between Barreiro and Oeiras has been calculated here.