In autumn, it's best to use a fertilizer with a low nitrogen content and supplement it with phosphorus and potassium to promote foliage color, lignification of branches, and strengthening of the trunk, bark, and roots. Once the leaves have fallen, it's recommended to prune, even heavily, to remove branches that have grown in the wrong place and strengthen the useful ones for the upcoming vegetative recovery.