Rogue waves sinking a cargo ship, illustration. Rogue waves are relatively large and spontaneous ocean surface waves that occur far out at sea, and are a threat even to large ships and ocean liners. They occur where physical factors such as high winds and strong currents cause waves to merge to create a single exceptionally large wave.