It means that the autumn season has passed. The specific meaning of autumn turning away and winter coming early, the frost frightening the birds, the silvery scenery disappearing, and the flying snow swaying means that the autumn season has passed and winter is coming. It describes the weather and seasons from autumn to winter as well as the scenes of nature. It also reflects a person's perception of life and inner helplessness.