Data Assimilation

Tools for Modelling the Ocean in a Global Change Perspective

Nonfiction, Science & Nature, Science, Earth Sciences, Oceanography
Cover of the book Data Assimilation by , Springer Berlin Heidelberg
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Author: ISBN: 9783642789397
Publisher: Springer Berlin Heidelberg Publication: June 29, 2013
Imprint: Springer Language: English
Author:
ISBN: 9783642789397
Publisher: Springer Berlin Heidelberg
Publication: June 29, 2013
Imprint: Springer
Language: English

Data assimilation is considered a key component of numerical ocean model development and new data acquisition strategies. The basic concept of data assimilation is to combine real observations via estimation theory with dynamic models. Related methodologies exist in meteorology, geophysics and engineering. Of growing importance in physical oceanography, data assimilation can also be exploited in biological and chemical oceanography. Such techniques are now recognized as essential to understand the role of the ocean in a global change perspective.
The book focuses on data processing algorithms for assimilation, current methods for the assimilation of biogeochemical data, strategy of model development, and the design of observational data for assimilation.

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Data assimilation is considered a key component of numerical ocean model development and new data acquisition strategies. The basic concept of data assimilation is to combine real observations via estimation theory with dynamic models. Related methodologies exist in meteorology, geophysics and engineering. Of growing importance in physical oceanography, data assimilation can also be exploited in biological and chemical oceanography. Such techniques are now recognized as essential to understand the role of the ocean in a global change perspective.
The book focuses on data processing algorithms for assimilation, current methods for the assimilation of biogeochemical data, strategy of model development, and the design of observational data for assimilation.

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