“…However, this is one of the least well-measured parameters and significant uncertainties in the measurements remain a barrier to making reliable prediction about future climate change. In the past, satellite measurements, namely, the Stratospheric Aerosol and Gas Experiment, the Television Infrared Observation Satellite (TIROS), operational vertical sounder, 6.7 µm brightness temperature from a single Geostationary Operational Environmental Satellite, Microwave Limb Sounder, and Atmospheric Infrared Sounder (AIRS) have contributed significantly to the retrieval of water vapour in the upper troposphere from the radiances and also to the understanding of its variabilities (Rind et al, 1993;Soden and Bretherton, 1993;Soden and Fu, 1995;Liao and Rind, 1997;Gettelman et al, 2006). These humidity observations from satellites are important data sources for humidity assimilation in global data assimilation systems (Chen et al, 1999).…”