Mount Asama
Tsumagoi is situated on the northwestern corner of Gunma Prefecture, touching Nagano Prefecture to the north, south, and west. Because of its elevated location and the ash deposits of Mount Asama, Tsumagoi is well known for growing cabbages. Parts of the village are within the borders of then Jōshin'etsu-kōgen National Park.