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Data Assimilation for the Geosciences
Language: en
Pages: 978
Authors: Steven J. Fletcher
Categories: Science
Type: BOOK - Published: 2017-03-10 - Publisher: Elsevier

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Data Assimilation for the Geosciences: From Theory to Application brings together all of the mathematical,statistical, and probability background knowledge need
Advanced Data Assimilation for Geosciences
Language: en
Pages: 609
Authors: Marc Bocquet
Categories: Science
Type: BOOK - Published: 2014 - Publisher: Lecture Notes of the Les Houch

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Data assimilation aims at determining as accurately as possible the state of a dynamical system by combining heterogeneous sources of information in an optimal
Data Assimilation: Methods, Algorithms, and Applications
Language: en
Pages: 310
Authors: Mark Asch
Categories: Mathematics
Type: BOOK - Published: 2016-12-29 - Publisher: SIAM

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Data assimilation is an approach that combines observations and model output, with the objective of improving the latter. This book places data assimilation int
Nonlinear Data Assimilation
Language: en
Pages: 130
Authors: Peter Jan Van Leeuwen
Categories: Mathematics
Type: BOOK - Published: 2015-07-22 - Publisher: Springer

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This book contains two review articles on nonlinear data assimilation that deal with closely related topics but were written and can be read independently. Both
Data Assimilation
Language: en
Pages: 285
Authors: Geir Evensen
Categories: Science
Type: BOOK - Published: 2006-12-22 - Publisher: Springer Science & Business Media

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This book reviews popular data-assimilation methods, such as weak and strong constraint variational methods, ensemble filters and smoothers. The author shows ho