The aircraft, which was a model from World War II, was part of an air show.
It was when the pilot tried to land that it was discovered that something was wrong.
The pilot then had to rethink and instead went towards Cocoa Beach and made an emergency landing in the water.
According to local organizations, no one was injured in the incident.
See the emergency landing in the clip above.