Lead mostly likely from decades of leaded gas exhaust on Penn. Ave.
Born and raised in DC. Must agree. The back lawn is constantly surrounded by dense traffic on all sides, and tour buses, trucks, you name it; plus, the presidential helicopter lands right on the back lawn. Here is a photo of President Bush alighting behind the White House:
