The calculated distance (air line) between Fujishiro and Yokohama is approximately 42 miles respectively 68 kilometers.
By car or train, the actual journey to Yokohama is certainly longer, as only the direct route (as the crow flies) between Fujishiro and Yokohama has been calculated here.