For me it is not necessarily the humidity - it's the change in barometric pressure, which happens when the weather changes.

Also for me, when the pressure is on the high side or on the low side I also flare - even if there have been no changes in pressure - but if it gets 'stuck' at high or low then I flare until it goes back to normal.