The calculated distance (air line) between Matsubushi and Yokohama is approximately 35 miles respectively 56 kilometers.
By car or train, the actual journey to Yokohama is certainly longer, as only the direct route (as the crow flies) between Matsubushi and Yokohama has been calculated here.
Air line (approximately)
56 kilometers
30 nautical miles