Ginzan Onsen is an Onsen town in Yamagata prefecture off the coast and towards the inland. Its name means "silver mine hot spring". In the wintertime there is deep mountain snow in the valley surrounding the shinkansen tracks making for a beautiful, photo worthy ride into Yamagata from Tokyo.