Some sources in the Libraries are found in print or on CD. Use Search Our Collections to find these:
World Weather Records
Engineering Weather Data
GHCN Global Daily
World Survey of Climatology
Weather Almanac
NCDC Summary of the Day
Many sites exist on the web which contain atmospheric, oceanic, and other earth science data. The links below can get you started.