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Data Assimilation Fundamentals A Unified Formulation of the State and Parameter Estimation Problem

Paperback • 2023 • English • 1. edition

Data Assimilation Fundamentals A Unified Formulation of the State and Parameter Estimation Problem

By Geir Evensen, Femke C. Vossepoel, Peter Jan van Leeuwen

0 Ratings • 0.0 of 5

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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

Data science and analysis: general
Decision theory: general
Decolonisation of knowledge / Decoloniality

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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