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Vainio's earliest works dealt with phytogeography — elucidating and enumerating flora and its distribution—in the Finnish language. In these publications he demonstrated an attention to detail and thoroughness that became characteristic of his later work.

Vainio described about 1700 new taxa, and published more than 100 scientific works. He made significant scientific collections of lichens