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.
"No, it's not a silencer. This little doodad is my own invention. I call it a loudener." --Sledge Hammer