Forecast Error Correction using Dynamic Data Assimilation

Part I. Introduction to Forward Sensitivity Method

1. Introduction
Sivaramakrishnan Lakshmivarahan, John M. Lewis, Rafal Jabrzemski

2. Forward Sensitivity Method: Scalar Case
Sivaramakrishnan Lakshmivarahan, John M. Lewis, Rafal Jabrzemski

3. On the Relation Between Adjoint and Forward Sensitivity
Sivaramakrishnan Lakshmivarahan, John M. Lewis, Rafal Jabrzemski

4. Forward Sensitivity Method: General Case
Sivaramakrishnan Lakshmivarahan, John M. Lewis, Rafal Jabrzemski

5. Forecast Error Correction Using Optimal Tracking
Sivaramakrishnan Lakshmivarahan, John M. Lewis, Rafal Jabrzemski

Part II. Applications of Forward Sensitivity Method

6. The Gulf of Mexico Problem: Return Flow Analysis
Sivaramakrishnan Lakshmivarahan, John M. Lewis, Rafal Jabrzemski

7. Lagrangian Tracer Dynamics
Sivaramakrishnan Lakshmivarahan, John M. Lewis, Rafal Jabrzemski

Avainsanat: Computer Science, Data Mining and Knowledge Discovery, Simulation and Modeling, Models and Principles, Atmospheric Sciences, Quantitative Geology