BMR for cold vs warm weather?

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The temperature has taken a serious decline and it started to make me wonder. I was outside all day today in <20 degree weather, single digits with wind chill. Of course I'm not going to assume I can now eat whatever I want, but I am curious for the sake of science. How many extra calories does one burn in extremely cold weather?

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