I like winter, it's soothing & it looks fine with my town.
My favourite season is spring though because it's the prettiest and suits my town tne most, there's plenty of opportunity to catch things without those annoying cicadas, the saplings that bloom are the best too.
I dislike autumn. Looks quite plain, the greenery is fine but when the ground turns red it doesn't look great.
I know what you mean. I don't like the snow either. I wish that the snow could melt and then fall again, like in real life, to give the same sort of "wow, there's snow on the ground!" instead of carpeting our towns all the time for 3 months.