Magnolia campbellii was described based on trees seen in Sikkim, today a part of India, by naturalist, Sir Joseph Hooker, the future Director of the Royal Botanic Garden, Kew. He named the species after Dr. Archibald Campbell, the first superintendent of Darjeeling, India (1840-1862). In 1849 Archibald traveled with Hooker throughout Sikkim on an expedition during which they were imprisoned for over a month. In the wild M. campbellii grows at elevation between 2,100-3,330 m.