1 INTRODUCTION Numerical weather prediction (NWP) centers routinely assimilate hyperspectral infrared radiance observations from the Atmospheric Infrared Sounder (AIRS), the Infrared Atmospheric Sounding Interferometer (IASI) and the Cross Track Infrared Sounder (CrIS).