I don't think so but don't rule out it being outside of the Middle East. The scriptures of many cultures have talked about the 'underworld' and the writings of the Sumerian's make you think it could have been their way of describing the Southern Hemisphere. Food for thought dude.
Thanks for reading and commenting buddy.