DA Toolz - jejjohnson/research_journal_v2 GitHub Wiki
Walk-Through - PyDA
Dynamical Model
- Lorenz 63
- Lorenz 96 (single-level)
- Lorenz 96
- Kuramato Sivashinsky (K-S)
- Quasi-Geostrophic (QG) Approximate Circulation Model (ACM)
Linear 3DVar
- Model-Space (
Dx x Dx) - Model-Space Increment (
Dx x Dx) - Observation-Space Increment (
Dy x Dy)
Non-Linear 3DVar
- Taylor Expansion
- Sigma Points
- Moment-Matching
- Monte-Carlo
4DVar
- Strong-Constrained 4DVar
- Weak-Constrained 4DVar
- Latent-Space 4DVar
Kalman Filters
- Linear Kalman Filter
- Extended Kalman Filter
- (Stochastic) Ensemble Kalman Filter
- (Deterministic) Ensemble Kalman Filter