You can loot a Bubbling Stone by fishing. It can be used as a decorative item or as a component to craft a Fish Tank.
Edit: Bubbling Stone obtained by fishing is not the same as the one you get with the Bubbling Rock Collection
The first picture is the Bubbling Rock, the second is the Bubbling Stone