Yes Kitty, almost every person I know who has chronic pain, such as arthritis or fibromyalgia, complains they can feel it in their body, when the weather gets increasingly cold, damp, or sometimes, even just has a change in barometric pressure.
Try not to exert yourself overly, if this applies to you. For example, don't offer to shovel the walk!
Soaking in a warm or hot bath is very soothing to body aches, and if you can add some Epsom salts (get them at a drugstore) it seems, somehow, to be even better. Most likely, this is because the body absorbs some of the magnesium in the Epsom salts.
Hope you feel better soon. Spring is not that far away. 
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A finger in every pie.