Could indeed be seasonal, there have been studies and it's a registered disorder[0] called SAD (Seasonal Affective Disorder), usually it lasts up until spring/summer. Light therapy might work as a non-drug cure.

[0]https://www.nimh.nih.gov/health/topics/seasonal-affective-di...