I take it you live in a climate not subject to the extremes of seasons?
I'm an all seasons kind of guy. Sometimes you just gotta put more clothes on. And gloves and a hat. Also boots. Winter walks can be the best walks.
Snow deadens sound quite a bit, and even rain adds white noise. Either is pleasant when you want to just walk and (not) think.