Stearn is known for his work in botanical taxonomy and botanical history, particularly classical botanical literature, botanical illustration and for his studies of the Swedish scientist Carl Linnaeus. His best known books are his Dictionary of Plant Names for Gardeners, a popular guide to the scientific names of plants, and his Botanical Latin for scientists.