The Iraqis managed to hide an entire Squadron of fighters by burying them in the desert, I can't see any reason why they wouldn't have done the same with all the WMDs.
http://news.bbc.co.uk/1/hi/world/mid...st/3116259.stm
Now, if only the CIA can find that lap-top with all the grid references....