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Discrete Inverse and State Estimation Problems : With Geophysical Fluid Applications (Hardcover)

Author: Wunsch, Carl

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Product Overview

The problems of making inferences about the natural world from noisy observations and imperfect theories occur in almost all scientific disciplines. This book addresses these problems using examples taken from geophysical fluid dynamics. It focuses on discrete formulations, both static and time-varying, known variously as inverse, state estimation or data assimilation problems. Starting with fundamental algebraic and statistical ideas, the book guides the reader through a range of inference tools including the singular value decomposition, Gauss-Markov and minimum variance estimates, Kalman filters and related smoothers, and adjoint (Lagrange multiplier) methods. The final chapters discuss a variety of practical applications to geophysical flow problems. Discrete Inverse and State Estimation Problems is an ideal introduction to the topic for graduate students and researchers in oceanography, meteorology, climate dynamics, and geophysical fluid dynamics. It is also accessible to a wider scientific audience; the only prerequisite is an understanding of linear algebra.

Specifications

Publisher Cambridge Univ Pr
Mfg Part# 9780521854245
SKU 202546145
Format Hardcover
ISBN10 0521854245
Release Date 4/16/2012
Product Attributes
eBooks Kobo
Book Format Hardcover
Number of Pages 0371
Publisher Cambridge University Press
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