Burring guns? Dumb idea. Hiding them in a shed? Dumb idea.
Get a safe. Attach it to the building in some way.
Also, keeping ammo outside where it is subject to more extreme temperature changes is not good for it.
Stopping power: The power some guns have to make you stop what you are doing and get your wallet out.