Plank Shelf is a decorative piece of Furniture that can be placed on walls of the player's house. It has no player collision box and doesn't act as a storage unit despite its name. It is, however, still possible to drag items on top of it.
It can sometimes be confused with the Container Shelf, as they are both "shelves" made out of planks.