The water is borated and heavily purified. You don’t want stuff growing inside, but at the same time you don’t want to have chlorinated water slowly corroding the metal components.
On the picture, the fuel rods are indeed protected by a huge quantity of water above them. But what happens below them ? They seem to be in direct contact with the ground...
