Yeah, they're leggings, although some would call them gaiters or puttees. Puttees are actually wound around the lower leg, I believe.

Now you know why they were used: they work great. Even Boy Scouts wore them in the old days (before my time) for the same reason. Tromping about in the woods require something like that for best effect.

BTW, they really do look pretty smart.