The yeast is facultatively anaerobic, so it can live with or without oxygen. The bacteria is aerobic, so it can't live (or at least, can't function, multiply, etc.) without oxygen. If you try to use an airlock you'll probably end up with tea wine. I've considered trying it!
Peak oil, peak ocean, peak soil, peak water... we're all going to die. Party while you can :)