When Hurricane Sandy hit New York City in 2012, it brought along a flurry of photo hoaxes. The Atlantic magazine set up a live blog to distinguish genuine photos from hoaxes. Notable hoaxes included an image of an enormous supercell storm cloud hovering over the Statue of Liberty, a still from the disaster movie "The Day After Tomorrow" showing an enormous wave crashing into the statue and a photo composite of a shark fin in a flooded street.