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portada Data Assimilation: Mathematical Concepts and Instructive Examples
Type
Physical Book
Author
Publisher
Year
2015
Language
English
Pages
135
Format
Paperback
Dimensions
23.6x15.5x0.7 cm
Weight
0.28 kg.
ISBN13
9783319224091
Edition No.
1
Categories

Data Assimilation: Mathematical Concepts and Instructive Examples

Rodolfo Guzzi (Author) · Springer · Paperback

Data Assimilation: Mathematical Concepts and Instructive Examples - Guzzi, Rodolfo

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Synopsis "Data Assimilation: Mathematical Concepts and Instructive Examples"

This book endeavours to give a concise contribution to understanding the data assimilation and related methodologies. The mathematical concepts and related algorithms are fully presented, especially for those facing this theme for the first time. The first chapter gives a wide overview of the data assimilation steps starting from Gauss' first methods to the most recent as those developed under the Monte Carlo methods. The second chapter treats the representation of the physical system as an ontological basis of the problem. The third chapter deals with the classical Kalman filter, while the fourth chapter deals with the advanced methods based on recursive Bayesian Estimation. A special chapter, the fifth, deals with the possible applications, from the first Lorenz model, passing trough the biology and medicine up to planetary assimilation, mainly on Mars. This book serves both teachers and college students, and other interested parties providing the algorithms andformulas to manage the data assimilation everywhere a dynamic system is present.

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