The calculated distance (air line) between Tokyo and Shiroi is approximately 22 miles respectively 36 kilometers.
By car or train, the actual journey to Shiroi is certainly longer, as only the direct route (as the crow flies) between Tokyo and Shiroi has been calculated here.