library db update

I’m finding that when I remove an album (folder) from my filesystem and then run an UPDATE from the My Music page, I’m not seeing this reflected in the UI once the update has completed; the album still exists (but is unplayable). Is this expected behaviour? Do I need to RESCAN rather than UPDATE?