Annex data to: Olivier Goux, Anthony Weaver, Selime Gürol, Oliver Guillet, Andrea Piacentini. On the impact of observation error correlations in data assimilation, with application to along-track altimeter data. 2025. ⟨hal-04985932⟩
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资源简介:
Data shown in the figures of Section 4 of:
Olivier Goux, Anthony Weaver, Selime Gürol, Oliver Guillet, Andrea Piacentini. On the impact of observation error correlations in data assimilation, with application to along-track altimeter data. 2025. ⟨hal-04985932⟩.
Statistical indicators describing the normalized analysis error variance at each iteration of the Conjugate Gradient algorithm. The analysis error is normalized by the background error variance. A full description of the experimental framework can be found in Section~3 of the publications.The folder with a suffix _rhoo150 refer to the experiments with rho_o = 150 km; the folder with a suffix _rhoo450 refer to the experiments with rho_o = 450 km.
The files stats_nondiagR.nc use an accuarte non-diagonal R for the assimilation.The files under the format stats_alphaXXX.nc refers to experiments with a diagonal R and a variance inflation factor alpha=XXX.The files stats_nondiagR_noise.nc and stats_nondiagR_recond.nc refers to the experiments shown in panels (a) and (b) of Figure 10, respectively (with additional white noise on the innovation vector).
Correspondance:goux@cerfacs.fr
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2025-03-18



