 The use of weather charts in a modern sense began in the middle portion of the 19th century in order to devise a theory on storm systems.The development of a telegraph network by 1845 made it possible to gather weather information from multiple distant locations quickly enough to preserve its value for real-time applications.The Smithsonian Institution developed its network of observers over much of the central and eastern United States between the 1840s and 1860s.