The calculated distance (air line) between Matsubara and Yokohama is approximately 180 miles respectively 290 kilometers.
By car or train, the actual journey to Yokohama is certainly longer, as only the direct route (as the crow flies) between Matsubara and Yokohama has been calculated here.