• Recent research emphasizes the uncertain dynamic response of mid-latitude winter precipitation due to climate factors.
• The North Atlantic Oscillation (NAO) significantly influences winter precipitation patterns.
• Attributing changes in precipitation to human influence is complex due to natural climate variability.