A numismatist, Mease published "Description of Some of the Medals Struck in Relation to Important Events in North America" in the Collections of the New York Historical Society (vol. 3, 1821). Many of his papers were read before the American Philosophical Society, to which he was elected in 1802 and of which he was an officer, 1824-1836.