The calculated distance (air line) between Yokohama and Tateyama is approximately 33 miles respectively 54 kilometers.
By car or train, the actual journey to Tateyama is certainly longer, as only the direct route (as the crow flies) between Yokohama and Tateyama has been calculated here.