Official locations. The National Weather Service office in Chicago has one of the longest periods of official weather records, dating back to 1870, though all the 1870 and 1871 weather records taken at 181 West Washington Street were lost in the Great Chicago Fire.Of the two major airports located in Chicago, Midway Airport began observations in 1928, and O’Hare Airport began them in 1958.