The calculated distance (air line) between Yokohama and Shiraoka is approximately 40 miles respectively 65 kilometers.
By car or train, the actual journey to Shiraoka is certainly longer, as only the direct route (as the crow flies) between Yokohama and Shiraoka has been calculated here.