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Computational Methods for Data Evaluation and Assimilation
Engelsk
Bogcover for Computational Methods for Data Evaluation and Assimilation af Mihaela Ionescu-Bujor, Ionel Michael Navon, Dan Gabriel Cacuci, 9780367379612
Specifikationer
Sprog:
Engelsk
Sider:
374
ISBN-13:
9780367379612
Indbinding:
Paperback
ISBN-10:
0367379619
Kategori:
Udg. Dato:
19 sep 2019
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
19 sep 2019

Computational Methods for Data Evaluation and Assimilation

Engelsk
Paperback 2019
Format:

Bog beskrivelse

Data evaluation and data combination require the use of a wide range of probability theory concepts and tools, from deductive statistics mainly concerning frequencies and sample tallies to inductive inference for assimilating non-frequency data and a priori knowledge. Computational Methods for Data Evaluation and Assimilation presents interdisciplinary methods for integrating experimental and computational information. This self-contained book shows how the methods can be applied in many scientific and engineering areas.

After presenting the fundamentals underlying the evaluation of experimental data, the book explains how to estimate covariances and confidence intervals from experimental data. It then describes algorithms for both unconstrained and constrained minimization of large-scale systems, such as time-dependent variational data assimilation in weather prediction and similar applications in the geophysical sciences. The book also discusses several basic principles of four-dimensional variational assimilation (4D VAR) and highlights specific difficulties in applying 4D VAR to large-scale operational numerical weather prediction models.

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Specifikationer
Sprog:
Engelsk
Sider:
374
ISBN-13:
9780367379612
Indbinding:
Paperback
ISBN-10:
0367379619
Kategori:
Udg. Dato:
19 sep 2019
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
19 sep 2019
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