Air mass is the thickness of atmosphere that the sunlight must penetrate in order to reach the panels. The more direct the sunlight, the less air mass. In the illustration to the left, you can see that the sunlight is more direct at (b).
In STC, air mass is accounted for as a factor of 1.5.