EOF calculations and data filling from incomplete oceanographic datasets
Beckers, J.M.; Rixen, M.. 2003 EOF calculations and data filling from incomplete oceanographic datasets. Journal of Atmospheric and Oceanic Technology, 20 (12). 1839-1856. 10.1175/1520-0426(2003)020<1839:ECADFF>2.0.CO;2
Full text not available from this repository.Abstract/Summary
The paper presents a new self-consistent method to infer missing data from oceanographic data series and to extract the relevant empirical orthogonal functions. As a by-product, the new method allows for the detection of the number of statistically significant EOFs by a cross-validation procedure for a complete or incomplete dataset, as well as the noise level and interpolation error. Since the proposed filling and analysis method does not need a priori information about the error covariance structure, the method is self-consistent and parameter free
Item Type: | Publication - Article |
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Digital Object Identifier (DOI): | 10.1175/1520-0426(2003)020<1839:ECADFF>2.0.CO;2 |
Date made live: | 27 Apr 2004 +0 (UTC) |
URI: | https://nora.nerc.ac.uk/id/eprint/101277 |
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