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Sampling Errors in the Estimation of Empirical Orthogonal Functions
Publisher: American Meteorological Society
Abstract: Empirical Orthogonal Functions (EOF's), eigenvectors of the spatial cross-covariance matrix of a meteorological field, are reviewed with special attention given to the necessary weighting factors for gridded data and the ...
Wavelet Compression Technique for High-Resolution Global Model Data on an Icosahedral Grid
Publisher: American Meteorological Society
Abstract: odern Earth modeling systems often use high-resolution unstructured grids to discretize their horizontal domains. One of the major challenges in working with these high-resolution models is to efficiently transmit and store ...
The Latitude Dependence of the Variance of Zonally Averaged Quantities
Publisher: American Meteorological Society
Abstract: Zonally averaged meteorological fields can have large variances in polar regions due to purely geometrical effects, because fewer statistically independent areas contribute to zonal means near the poles than near the ...
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