It can express admiration for the beautiful scenery in autumn and emotion for the seasonal changes. Such expressions often appear in poems, songs and literary works to describe the beauty and changes in autumn.
"See Maple Leaf Red" is a rhetorical device, and its meaning may be different according to the context. In specific works, it may have more specific meanings and emotional expressions.