The town was only five miles away as the crow flies, but it took an hour to drive there due to the winding roads.
The two cities were connected by a road that went straight as the crow flies.
If you were to walk as the crow flies, you would reach your destination much faster.
The quickest route from point A to point B was a straight line as the crow flies.