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Paperback • 2023 • English • 1. edition
By Geir Evensen, Femke C. Vossepoel, Peter Jan van Leeuwen
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About the book
This open-access textbook's significant contribution is the unified derivation of data-assimilation techniques from a common fundamental and optimal starting point, namely Bayes' theorem. Unique for this book is the "top-down" derivation of the assimilation methods. It starts from Bayes theorem and gradually introduces the assumptions and approximations needed to arrive at today's popular data-assimilation methods. This strategy is the opposite of most textbooks and reviews on data assimilation ...Show more
Book details
ISBN
9783030967116
Publisher
Springer International Publishing
Published year
2023
Language
English
Edition
1
Original title
Data Assimilation Fundamentals A Unified Formulation of the State and Parameter Estimation Problem
Format
Paperback
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