have a look at the thermals they sell in ski shops, they are worn when outside in cold weather but also when exercising!!
I like the look of some of these Finish shelters which have a silver coated interior to reflect the heat...
http://www.scandinavianoutdoorstore.com/en/teltat-ja-majoittuminen/laavut-ja-louteet/
eg
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or
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