That would be a mounted image, those need to be ejected by either dragging the icon to the trash (which turns into the eject symbol) or from selecting the image and pressing the keystroke Command (⌘) E.
The downloaded file will still be on your Machine though, most of the time its in the downloads folder.
EDIT: Beaten to it 😀