Hi,
As long as you are getting a couple of hours of sun on the panels, they will keep the battery full. Yet buried in snow, they will not get any sun for a few days.
Around my house, Portland OR, the snow will not stay on the ground.
Your house might vary. . Well you will be stuck in snow for a few days or more. During that time, the battery can self discharge a bit, and can freeze if not full. So it might help to plug in the charger during the long storms, if you don't want to blow the snow off the roof.
Good luck!
Fred.
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