In the country it's also easier to be raided by people who know or suspect you have food and water. One house with nothing around it for miles vs an apartment in a huge building, is basically hiding in a crowd.
If you shoot often, and have multiple guns in multiple calibers, 50k rounds is not difficult at all, especially if you have anything "weird" where you will likely buy as much of the ammo as you can find.