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商品詳細
Data Assimilation : Methods, Algorithms, and Applications. データ同化
・ISBN 978-1-61197-453-9 paper GB£ 80.00
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お気に入り
★★★
| 著者・編者 | Asch, Mark / Bocquet, M. / Nodet, M., |
|---|---|
| シリーズ | Fundamentals of Algorithms |
| 出版社 | (SIAM, US) |
| 出版年月 | 2016 |
| ページ数 | 323 pp. |
| 言語 | ENG |
| ニュース番号 | ＜639-411 639-P896＞ |
解説
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:
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.
- The latest methods for advanced data assimilation, combining variational and statistical approaches.