The movement points of an aircraft are TOTAL movement.  They must take off AND land within the alloted total movement points.

So in your example, a FIG could non-combat move to land in Land 2, but could not attack it because it takes 4 points to get there, the FIG has to be able to land, and you cannot land in newly captured territory.

Krieghund is 100% correct.