Our fighter bases are located based on the Cold War threat. I agree that it can be very difficult for our aircraft to get to our major cities in time to address a threat. So the United States would have to address that threat and go over our border. So, yes, it probably would make sense to relocate that base closer to the urban centre.
On April 12th, 2016. See this statement in context.