This article explains quite well the effect of temperature on battery performance
So at around -10 deg C you will loose up to 50% of battery capacity. Whatever you do, do not try to charge lithium ion batteries in sub zero temperatures. Could cause the battery to explode. Bring it indoors to warm up first.