World Climate Data - Weather rainfall and temperature data with long-term monthly averages for over 20,000 weather stations worldwide. - http://www.worldclimate.com/
NCDC: Get/View OnLine Climate Data - Repository of U.S. weather observations and climate data, including maps, models, links and publications. - http://lwf.ncdc.noaa.gov/oa/climate/climatedata.html
Climate and Radiation - From the NASA/Goddard Space Flight Center. Includes information about aerosols, clouds, rainfall, remote sensing, current projects, publications and personnel. - http://climate.gsfc.nasa.gov/