The Valley A. is mistakenly sought somewhere in Syria in the kingdom of Damascus, perhaps on the road from Damascus to Palmyra [Amos 1:5 ]. Most likely, it is not a geographical term at all!
Biblical Dictionary of Adolf Novotný