I have travelled the Tokaido Shinkansen (bullet train) many times from Shin-Yokohama to Osaka - but never had such a great view of Mt Fuji (or more respectfully, Fuji-san). The volcano creates its own weather system and usually has its head in the clouds. Photo taken from the train at 35°09'11.5"N 138°43'39.3"E.
