Weather plays a critical role in determining the intensity and timing of fall foliage. Adequate rainfall during spring and summer helps trees stay healthy, while warm days and cool nights in early fall enhance the production of anthocyanins, leading to brighter reds. Conversely, drought or extreme weather can dull colors or cause leaves to drop prematurely.