Validation of remotely sensed profiles of atmospheric state variables: strategies and terminology

T. von Clarmann
2006 Atmospheric Chemistry and Physics  
This technical note summarizes and classifies the various approaches to validation of remote measurements of atmospheric state variables, and tries to recommend a clear and unambiguous terminology. The following approaches have been identified: Intercomparison of single profiles for accuracy validation; statistical comparison of matched 5 pairs of measurements with respect to bias determination and precision validation; statistical intercomparison of randomly sampled measurements by two
more » ... nts, and comparison of a single measurement to an ensemble of measurements. Applicable statistics are shortly reviewed, and recipes for evaluation of the co-incidence error due to less than perfect co-incidences are presented. A rigorous approach is suggested 10 to quantitatively validate profile measurements when full covariance matrices are unavailable. We distinguish between "necessary validation" which is rejection of the null hypothesis that a difference between two measurements is significant, and "sufficient validation" which means to provide evidence that the probability that there is a significant difference is definitely small. 15 25 4974 ACPD 6, 2006
doi:10.5194/acp-6-4311-2006 fatcat:jhovyjqjxbhlvbsq66y6ij7b2a