At what range were you shooting? Typically, a 10mph full value wind will blow a centerfire round about 1 MOA per 100 yards (1 inch at 100, 2 inches at 200, etc.). It varies some with different rounds, but 1 MOA / 100 yds is a good rule of thumb, or at least somewhere to start. I'm not sure about a 22lr, but at shorter ranges (25-50 yards), it could get tough to determine how much the point of impact was changed by the wind.
As for reading the wind, I've used a long knife with a streamer as a flag. You can also use the following:
3-5 mph: You can feel it on your face.
5-8 mph: leaves on any plants are blown continuously.
8-12mph: blows around lose paper, wrappers, larger leaves, raises dust.
12-15mph: small trees sway.
I know you said you didn't have any vegetation, so the above may not be that helpful. I put it out there just so you'll know a 20 mph wind is a pretty strong wind. I'm wondering if you over estimated it?