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Data Assimilation : The Ensemble Kalman Filter

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Cover of 'Data Assimilation : The Ensemble Kalman Filter'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Statistical definitions
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    Chapter 3 Analysis scheme
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    Chapter 4 Sequential data assimilation
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    Chapter 5 Variational inverse problems
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    Chapter 6 Nonlinear variational inverse problems
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    Chapter 7 Probabilistic formulation
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    Chapter 8 Generalized Inverse
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    Chapter 9 Ensemble methods
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    Chapter 10 Statistical optimization
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    Chapter 11 Sampling strategies for the EnKF
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    Chapter 12 Model errors
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    Chapter 13 Square Root Analysis schemes
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    Chapter 14 Rank issues
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    Chapter 15 An ocean prediction system
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    Chapter 16 Estimation in an oil reservoir simulator
Attention for Chapter 6: Nonlinear variational inverse problems
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