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Data Assimilation: Making Sense of Observations

Data Assimilation: Making Sense of Observations

Paperback

Environmental StudiesGeology

ISBN10: 364242273X
ISBN13: 9783642422737
Publisher: Springer Nature
Published: Nov 11 2014
Pages: 718
Weight: 2.23
Height: 1.47 Width: 6.14 Depth: 9.21
Language: English

Data assimilation methods were largely developed for operational weather forecasting, but in recent years have been applied to an increasing range of earth science disciplines. This book will set out the theoretical basis of data assimilation with contributions by top international experts in the field. Various aspects of data assimilation are discussed including: theory; observations; models; numerical weather prediction; evaluation of observations and models; assessment of future satellite missions; application to components of the Earth System. References are made to recent developments in data assimilation theory (e.g. Ensemble Kalman filter), and to novel applications of the data assimilation method (e.g. ionosphere, Mars data assimilation).

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Geology