Well, I read the answers, so I know it's autumn. However, I thought maybe spring (certainly not summer or winter). Love is in the air (note the couple kissing) and that's something poets associate with spring🕊. Also rain on the ground. In my neck of the woods (USA, northeast) rain and spring go together. One detail that works against the spring answer--no buds on the trees. They start appearing rather early where I live. But then again, there are blossoming flowers.
So, it's not spring, but it could be :))