This wasn't WMD, it was known stockpiles of yellowcake that were from Iraqs nuclear power program, primarily from the eighties. It had been inventoried, sealed, and secured under UN inspectors for decades. It really wasn't even deemed paricularly valuable for a dirty bomb, you can buy it by the to. On the open market-essentially, every country that mines uranium produces it.