The advanced sounding capability of high spectral resolution infrared satellite measurement is briefly described. The retrieval methods for thermodynamic parameters are reviewed with the current satellite and aircraft data. The highlight is given to the eigenvector regression method and the physical retrieval method for the AIRS (Atmospheric InfraRed Sounder) onboard the second Earth Observing System of NASA.