Data Assimilation (PDF)
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...
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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).
Boris Khattatov' primary area of expertise involves applications of optimal control, estimation, and inverse problem theory to problems in the numerical modelling of the Earth's atmosphere and satellite data analysis. Boris led a US Air Force sponsored effort on advancing modelling capabilities for nowcasting and forecasting ionospheric "weather". He has numerous publications in leading scientific journals, and has contributed to books and patents.
Richard Ménard has been involved in data assimilation for nearly 20 years. Thereafter, he joined the NASA Global Modeling and Assimilation Office and then joined Environment Canada in 2000. He was awarded his Ph.D. on Kalman filtering of Burgers' equation (Roger Daley, advisor). He has made several contributions in the field of Kalman filtering, chemical data assimilation, covariance modelling, validation of assimilation systems, and chemical-dynamical coupling.
- 2010, 2010, 718 Seiten, Englisch
- Herausgegeben: William Lahoz, Boris Khattatov, Richard Menard
- Verlag: Springer-Verlag GmbH
- ISBN-10: 3540747036
- ISBN-13: 9783540747031
- Erscheinungsdatum: 23.07.2010
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- Dateiformat: PDF
- Grösse: 18 MB
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“Data Assimilation … is a collection of 25 review and research articles in a 700-page volume. … discuss a very broad range of topics, including all aspects of atmospheric data assimilation science as well as applications beyond the Earth’s atmosphere. … There are several audiences that would find Data Assimilation particularly useful. … The volume would also be quite helpful as an introduction to geophysical applications of assimilation for students or researchers with training in the technical aspects of state estimation … .” (Jeffrey Anderson, Bulletin of the American Meteorological Society, May, 2012)
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