How can I move aircraft to other continents?

Solution 1:

Either do one of two things:

  1. Establish a beachhead by conquering one of his cities and use it as a base to begin bombing others.
  2. Research and build an aircraft carrier and use it as a mobile base (of doom) to launch air strikes.