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A guide to empirical orthogonal functions for climate data analysis

Author: A Navarra; V Simoncini
Publisher: Dordrecht ; New York : Springer, 2010.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Climatology and meteorology have basically been a descriptive science until it became possible to use numerical models, but it is crucial to the success of the strategy that the model must be a good representation of the real climate system of the Earth. Models are required to reproduce not only the mean properties of climate, but also its variability and the strong spatial relations between climate variability in  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Navarra, A. (Antonio), 1956-
Guide to empirical orthogonal functions for climate data analysis.
Dordrecht ; New York : Springer, 2010
(OCoLC)462919781
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: A Navarra; V Simoncini
ISBN: 9789048137022 9048137020
OCLC Number: 663093953
Description: 1 online resource (vi, 151 pages) : illustrations
Contents: 1. Introduction .--
2. Elements of Linear Algebra .--
3. Basic Statistical Concepts.--
4. Empirical Orthogonal Functions.--
5. Generalizations: Rotated, Complex, Extended and Combined EOF.--
6. Cross-covariance and the Singular Value Decomposition.--
7. The Canonical Correlation Analysis.--
8. Multiple Linear Regression Methods.--
Bibliography.--
Index.
Responsibility: Antonio Navarra and Valeria Simoncini.

Abstract:

A Guide to Empirical Orthogonal Functions for Climate Data Analysis introduces the reader to a practical application of the methods used in the field, including data sets from climate simulations and  Read more...

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