Hi there,
There is only one App Store, so I'm not sure how you would switch locations for it. It may have been a temporary problem. Have you tried since to see if it is working now? Make sure you enter you Apple ID and password correctly too--sometimes it's not obvious if you're blocked due to misspelling your password.