The dragon that was shot down with an icicle spear by the White Night went underwater. The walkers are supposed to be afraid of water. Remember they were waiting in a huge circle for the ice to hardened.

Warning: Huge, enormous spoilers, if you have not seen the "Game of Thrones" season seven finale. Seriously, very big spoilers. In the final scene of the epic, nearly 90 minute long "Game