Water will destroy an earth oven. Your oven needs to be protected from the elements. The only ovens I've seen that were not protected were the ones in the American southwest. Here are two simple roof possibilities:
custom made copper cover that can easily be lifted on or off by one person
corrugated metal roof held in place with bungee cords