Ancient Dragon Prayer Book Location. As you can see from the map image above, this spellbook (Ancient Prayer Dragon Book) is in Crumbling Farum Azula (The Floating Island).

This Somber Ancient Dragon Smithing Stone in Elphael, Brace of the Haligtree is also located not far from the Prayer Room Site of Grace, but is much more fiercely guarded.