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Modern Approaches to Data Assimilation in Ocean Modeling

Modern Approaches to Data Assimilation in Ocean Modeling
Author: P. Malanotte-Rizzoli
Publisher: Elsevier
Total Pages: 469
Release: 1996-05-10
Genre: Science
ISBN: 0080536662

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The field of oceanographic data assimilation is now well established. The main area of concern of oceanographic data assimilation is the necessity for systematic model improvement and ocean state estimation. In this respect, the book presents the newest, innovative applications combining the most sophisticated assimilation methods with the most complex ocean circulation models. Ocean prediction has also now emerged as an important area in itself. The book contains reviews of scientific oceanographic issues covering different time and space scales. The application of data assimilation methods can provide significant advances in the understanding of this subject. Also included are the first, recent developments in the forecasting of oceanic flows. Only original articles that have undergone full peer review are presented, to ensure the highest scientific quality. This work provides an excellent coverage of state-of-the-art oceanographic data assimilation.


Data Assimilation in Ocean Models

Data Assimilation in Ocean Models
Author: Rebecca Woodgate
Publisher:
Total Pages: 0
Release: 1994
Genre: Ocean-atmosphere interaction
ISBN:

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Data Assimilation

Data Assimilation
Author: Pierre P. Brasseur
Publisher: Springer Science & Business Media
Total Pages: 303
Release: 2013-06-29
Genre: Science
ISBN: 3642789390

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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.


Data Assimilation in Ocean Models

Data Assimilation in Ocean Models
Author: Rebecca A. Woodgate
Publisher:
Total Pages: 474
Release: 1994
Genre: Oceanography
ISBN:

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Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. II)

Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. II)
Author: Seon Ki Park
Publisher: Springer Science & Business Media
Total Pages: 736
Release: 2013-05-22
Genre: Science
ISBN: 3642350887

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This book contains the most recent progress in data assimilation in meteorology, oceanography and hydrology including land surface. It spans both theoretical and applicative aspects with various methodologies such as variational, Kalman filter, ensemble, Monte Carlo and artificial intelligence methods. Besides data assimilation, other important topics are also covered including targeting observation, sensitivity analysis, and parameter estimation. The book will be useful to individual researchers as well as graduate students for a reference in the field of data assimilation.