Minecraft wiki entry for Flower, associated text: Generation of dandelions and poppies in jungle variants and savanna variants (but not shattered savanna variants) are twice as common as in other biomes. Some other biomes, such as deserts and their respective biome variants require bone meal to grow poppies and dandelions.