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Andrew S. Jones and Steven J. Fletcher, Colorado State University, Cooperative Institute for Research in the Atmosphere
Chapter Outline
13.1. Introduction
13.2. DA Methods and Their Use
13.2.1. Overview
13.2.2. Major NWP DA Centers
13.2.3. Data Cycling
13.2.4. Data Quality Control
13.2.5. Data Thinning
13.2.6. Performance Metrics
13.3. How does DA Work?
13.3.1. Bayesian Theory
13.3.2. DA Components: Forward Models, Mathematical Adjoints, Operators, and Cost Function
13.3.3. Variational DA
13.3.4. Incremental Variational DA
13.3.5. Ensemble DA
13.3.6. Particle Filters
13.4. Solar-Energy DA Challenges
13.4.1. Nonlinear Physics
13.4.2. Non-Gaussian Physics
13.4.3. Noncontinuous ...