Is there interest in having a Julian API for the NCDC's Climate Data Online (CDO)

If you’re ok with using GDAL and it’s GRIB driver, you could try going through GDAL.jl or the higher level ArchGDAL.jl.

http://www.gdal.org/frmt_grib.html