Computational Methods for Data Evaluation and Assimilation - Tapa dura

Cacuci, Dan Gabriel; Navon, Ionel Michael; Ionescu-Bujor, Mihaela

 
9781584887355: Computational Methods for Data Evaluation and Assimilation
Tapa dura
ISBN 10: 1584887354 ISBN 13: 9781584887355
Editorial: Chapman and Hall/CRC, 2013

Sinopsis

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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Acerca del autor

Cacuci, Dan Gabriel; Navon, Ionel Michael; Ionescu-Bujor, Mihaela

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman and Hall/CRC
Año de publicación
2013
Idioma
Inglés
ISBN 10 
1584887354
ISBN 13 
9781584887355
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
374
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania

Otras ediciones populares con el mismo título

9780367379612: Computational Methods for Data Evaluation and Assimilation

Edición Destacada

ISBN 10:  0367379619 ISBN 13:  9780367379612
Editorial: Routledge, 2019
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