Library deletion

If I download a book from my public library, and it shows up on my bookshelf in Digital Edition, how do I delete it from the bookshelf once I have synced it to my KOBO?   I highlight the book, and hit delete, and the book IS deleted.   However, the next time I go onto Digital Edition, the book shows up again