In most cases, it is not necessary to fertilize plants during winter, as they are usually in a dormant phase. However, some plants may benefit from a slow-release fertilizer application before winter to provide essential nutrients during the dormant period. It's best to research the specific requirements of your plants or seek advice from a local horticulturist or nursery.