Can snow and cold weather affect internet connection?

i have notice that my internet keeps disconecting every 10 seconds seriously. i have also noticed that only this happens from evening night time all the way to early morning. IN THE DAY TIME the internet works well. its winter here so night time is freeeezing.
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