Minecraft wiki entry for Leaves, associated text: Leaves appear as snow-covered during snowfall, however, these appearances are exclusive to frozen ocean, deep frozen ocean, frozen river, snowy beach, snowy plains, and snowy taiga biomes and their variants. Leaves are snow-covered only during snowfalls when fancy graphics are enabled. In mountains biomes and variants leaves do not become frost covered during snowfall.