it's possible. But it probably won't get any minerals etc in it because it never touches the ground or anything like it. Sure there could be some stuff that comes from the air but with decent protection (you know, like some glass there so that flies don't shit into the water etc) it should stay pretty pure.
But I guess there is only 1 way to find out!