His scientific work in the United States included the perfection of plans for a national system of meteorological observations. Most of these were conducted under the Smithsonian Institution. His extensive meteorological observations led to the establishment of the United States Weather Bureau, and his "Meteorological and Physical Tables" (1852, revised ed. 1884) were long standard.