 As a result of the Baghdad Security Plan, in early 2007 Al Qaeda in Iraq forces withdrew from Baghdad in large numbers and began furthering operations in Diyala province.Emma Sky describes it as, at that time, the most violent part of Iraq.The insurgents fortified the province with observation posts, fighting positions, mines, and booby-trapped houses, as well as establishing supply bases and training camps.