P. Prunet et al., Infrared atmospheric sounding interferometer data information content; instrument characterization and the impact of a priori information, TELLUS A, 53(3), 2001, pp. 380-402
Citations number
45
Categorie Soggetti
Earth Sciences
Journal title
TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY
The use of linear estimation for the study of the information content of a
given satellite radiance data set for temperature and humidity profile retr
ievals is first reviewed. A particular formulation of the retrieval approac
h is then used to obtain an intrinsic characterisation of the infrared Atmo
spheric Sounding Interferometer (IASI) data set, in terms of accuracy versu
s vertical resolution of retrieved profiles. The performance of the IASI in
strument alone is analysed and compared to that of the currently-used WIRS-
TOVS. The problem is then regularization by addition of a priori independen
t information to the initial data set. The potential use of IASI data for s
ome particular choices of the a priori information associated with practica
l problems such as profile inversion or data assimilation for weather forec
asting is analysed. The approach is finally used to derive an "empirical" o
bjective framework to definite the vertical discretization adapted to these
problems.