Filtering on Lorenz-96 10-dimensional
0.592RMSEEnKF
Evaluation results
| Method | Links | |
|---|---|---|
| EnKFEnsemble size N=10002026.03 | 0.592 | |
| EnKFEnsemble size N=5002026.03 | 0.729 | |
| DiffusionEnsemble size N=1000, Optimal Bandwidth sigma_x=0.05, Optimal Bandwidth sigma_y=0.50, Range of sampling steps=17 –192026.03 | 0.952 | |
| DiffusionEnsemble size N=500, Optimal Bandwidth sigma_x=0.10, Optimal Bandwidth sigma_y=0.50, Range of sampling steps=17 –192026.03 | 1.076 | |
| DiffusionEnsemble size N=250, Optimal Bandwidth sigma_x=0.10, Optimal Bandwidth sigma_y=0.50, Range of sampling steps=16 –192026.03 | 1.144 | |
| DiffusionEnsemble size N=100, Optimal Bandwidth sigma_x=0.20, Optimal Bandwidth sigma_y=0.50, Range of sampling steps=16 –192026.03 | 1.688 | |
| DiffusionEnsemble size N=50, Optimal Bandwidth sigma_x=0.20, Optimal Bandwidth sigma_y=0.75, Range of sampling steps=14 –172026.03 | 2.049 | |
| EnKFEnsemble size N=2502026.03 | 2.195 | |
| DiffusionEnsemble size N=20, Optimal Bandwidth sigma_x=0.20, Optimal Bandwidth sigma_y=1.00, Range of sampling steps=13 –172026.03 | 3.073 | |
| EnKFEnsemble size N=1002026.03 | 4.023 | |
| SIREnsemble size N=10002026.03 | 4.563 | |
| EnKFEnsemble size N=502026.03 | 4.664 | |
| SIREnsemble size N=1002026.03 | 4.675 | |
| SIREnsemble size N=5002026.03 | 4.732 | |
| SIREnsemble size N=2502026.03 | 4.742 | |
| SIREnsemble size N=502026.03 | 4.803 | |
| SIREnsemble size N=202026.03 | 4.806 | |
| EnKFEnsemble size N=202026.03 | 4.904 |