If you refer to someone's disappearance, you are referring to the fact that nobody knows where they have gone.

If you refer to the disappearance of an object, you are referring to the fact that it has been lost or stolen.

The disappearance of a type of thing, person, or animal is a process in which it becomes less common and finally no longer exists.