PCA determination of the radiometric noise of high spectral resolution infrared observations from spectral residuals: Application to IASI

•Characterization of IASI radiometric noise based on direct Earth observations from space.•Characterization of the full non-diagonal observational covariance matrix.•Case study based on one year long record of IASI soundings.•Comparison with blackbody in flight calibrations.