Meet CRACUNS: a submersible UAV that can be launched from a fixed position underwater or from an unmanned underwater vehicle. Researchers at the John Hopkins University Applied Physics Laboratory in Laurel, Maryland are behind the Corrosion Resistant Aerial Covert Unmanned Nautical System.
Such a drone can perform in water and air. It stays beneath the water and launches into the air to perform missions. More information is available here.