The Rikuu East Line (陸羽東線), across the spine of Tohoku from Kogota (near Sendai) to Shinjo (near Yamagata), runs through some surreal scenery, all hot springs and vertiginous gorges. On average one train every two hours:
http://www.jreast-timetable.jp/0911/...1/1131011.html