Battery drains faster at lower temperature.
Suggest you buy a couple of batteries as backup.
Third-party Li-ion batteries are quite cheap on eBay (usually by Hong Kong or ShenZhen dealers).
When I went Everest Base Camp, which was like -10 to -20 deg celcius, I brought along 2 spare batteries...