Much of downtown Yokohama used to be a network of canals that have since been filled-in. For example, near Bandobashi Station 阪東橋駅 there used to be a canal over which Yokohama Brige crossed, as seen in this old film.
See post: Yokohama-bashi from “Pale Flower” (1964)