The purpose of Air Force is to monitor the skies, project power at a distance, and provide air superiority.

The purpose of Navy is to put a floating fortress off your shore and bombard your cities, carry around materiel, men, and aircraft, and patrol a vast volume of ocean.

So Navy structures fit the mission better, and this has been true since early SF.