Lavender Lavandula is a mediterranean shrub grown for its fragrant leaves and flowers which are used in the production of essential oils for medicinal and culinary use. This easy to grow drought tolerant shrub will thrive in a sunny spot with well drained soil, As well as filling gardens with wonderful scent, the flowers are very attractive to bees and other pollinating insects.