The calculated distance (air line) between Yokohama and Fukushima is approximately 166 miles respectively 268 kilometers.
By car or train, the actual journey to Fukushima is certainly longer, as only the direct route (as the crow flies) between Yokohama and Fukushima has been calculated here.