They couldn’t fly over the land or someone would’ve spotted them, obviously

Of course planes can’t fly over land! A famous example of this is in the Japanese RPG Final Fantasy VII, where you fly the Tiny Bronco (definitely not briefly over land) across waters. It cannot go on land.