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Data Assimilation: Methods, Algorithms, and Applications (Fundamentals of Algorithms) - Asch, Mark, Bocquet, Marc, Nodet, Maëlle
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Asch, Mark, Bocquet, Marc, Nodet, Maëlle:

Data Assimilation: Methods, Algorithms, and Applications (Fundamentals of Algorithms) - Livres de poche

2017, ISBN: 9781611974539

Society for Industrial and Applied Mathematics, Paperback, 320 Seiten, Publiziert: 2017-02-02T00:00:01Z, Produktgruppe: Book, Verkaufsrang: 1651500, Investments & Securities, Professional… Plus…

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Data Assimilation - Mark Asch
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Mark Asch:

Data Assimilation - Livres de poche

ISBN: 9781611974539

Paperback, [PU: Society for Industrial & Applied Mathematics,U.S.], Placing data assimilation into the broader context of inverse problems and the theory, methods, and algorithms that are… Plus…

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Data Assimilation - Mark Asch
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Mark Asch:
Data Assimilation - Livres de poche

ISBN: 9781611974539

Paperback, [PU: Society for Industrial & Applied Mathematics,U.S.], Placing data assimilation into the broader context of inverse problems and the theory, methods, and algorithms that are… Plus…

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Data Assimilation - Mark Asch; Marc Bocquet; Maëlle Nodet
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Mark Asch; Marc Bocquet; Maëlle Nodet:
Data Assimilation - Livres de poche

2017, ISBN: 9781611974539

Methods, Algorithms, and Applications, Buch, Softcover, [PU: Society for Industrial & Applied Mathematics,U.S.], Society for Industrial & Applied Mathematics,U.S., 2017

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Data Assimilation - Mark Asch; Marc Bocquet; Maelle Nodet
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Mark Asch; Marc Bocquet; Maelle Nodet:
Data Assimilation - Livres de poche

2017, ISBN: 9781611974539

Methods, Algorithms, and Applications, Buch, Softcover, [PU: Society for Industrial & Applied Mathematics,U.S.], Society for Industrial & Applied Mathematics,U.S., 2017

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Data Assimilation
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ISBN:

9781611974539


Data assimilation is an approach that combines observations and model output, with the objective of improving the latter. This book places data assimilation into the broader context of inverse problems and the theory, methods, and algorithms that are used for their solution. It provides a framework for, and insight into, the inverse problem nature of data assimilation, emphasizing 'why' and not just 'how.' Methods and diagnostics are emphasized, enabling readers to readily apply them to their own field of study.

Readers will find a comprehensive guide that is accessible to nonexperts; numerous examples and diverse applications from a broad range of domains, including geophysics and geophysical flows, environmental acoustics, medical imaging, mechanical and biomedical engineering, economics and finance, and traffic control and urban planning; and the latest methods for advanced data assimilation, combining variational and statistical approaches.

Audience: The core audience is advanced undergraduate and early graduate students in applied mathematics, environmental sciences, and any domain (engineering, social science, biology, etc.) that deals with inverse problems related to physical measurements. A strong potential audience is practicing researchers and engineers engaged in (partial) differential equation based data assimilation, inverse problems, optimization, and optimal control.

Contents: Part I: Basic Methods and Algorithms for Data Assimilation; Chapter 1: Introduction to Data Assimilation and Inverse Problems; Chapter 2: Optimal Control and Variational Data Assimilation; Chapter 3: Statistical Estimation and Sequential Data Assimilation; Part II: Advanced Methods and Algorithms for Data Assimilation; Chapter 4: Nudging Methods; Chapter 5: Reduced Methods; Chapter 6: The Ensemble Kalman Filter; Chapter 7: Ensemble Variational Methods; Part III: Applications and Case Studies; Chapter 8: Applications in Environmental Sciences; Chapter 9: Applications in Atmospheric Sciences; Chapter 10: Applications in Geosciences; Chapter 11: Applications in Medicine, Biology, Chemistry, and Physical Sciences; Chapter 12: Applications in Human and Social Sciences.

Informations détaillées sur le livre - Data Assimilation


EAN (ISBN-13): 9781611974539
ISBN (ISBN-10): 1611974534
Livre de poche
Date de parution: 2016
Editeur: Society for Industrial & Applied Mathematics,U.S.

Livre dans la base de données depuis 2017-03-19T07:15:55+01:00 (Paris)
Page de détail modifiée en dernier sur 2024-04-03T00:29:55+02:00 (Paris)
ISBN/EAN: 9781611974539

ISBN - Autres types d'écriture:
1-61197-453-4, 978-1-61197-453-9
Autres types d'écriture et termes associés:
Auteur du livre: asch, ascher, mark, bocquet, nodet
Titre du livre: assimil, asch, ascher, assche, fun

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