Filtering on Lorenz-96 Arctangent Observation Operator
0.287RMSEL-FPPF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| L-FPPFState Dimension dx=50, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.287 | 0.156 | |
| L-FPPFState Dimension dx=500, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.293 | 0.158 | |
| L-FPPFState Dimension dx=1000, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.299 | 0.161 | |
| L-FPPFState Dimension dx=100, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.3 | 0.162 | |
| LETKFState Dimension dx=50, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.316 | 0.177 | |
| LETKFState Dimension dx=1000, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.318 | 0.177 | |
| LETKFState Dimension dx=100, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.319 | 0.178 | |
| LETKFState Dimension dx=500, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.319 | 0.177 | |
| LBPFState Dimension dx=50, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.366 | 0.212 | |
| LBPFState Dimension dx=100, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.37 | 0.213 | |
| LBPFState Dimension dx=500, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.372 | 0.213 | |
| LBPFState Dimension dx=1000, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.372 | 0.213 | |
| APFState Dimension dx=50, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.669 | 0.377 | |
| EnKFState Dimension dx=50, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.706 | 0.411 | |
| BPFState Dimension dx=50, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 0.743 | 0.439 | |
| APFState Dimension dx=100, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 1.082 | 0.707 | |
| EnKFState Dimension dx=100, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 1.187 | 0.755 | |
| BPFState Dimension dx=100, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 1.232 | 0.827 | |
| EnKFState Dimension dx=500, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 2.278 | 1.599 | |
| APFState Dimension dx=500, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 2.386 | 1.727 | |
| BPFState Dimension dx=500, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 2.421 | 1.757 | |
| EnKFState Dimension dx=1000, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 2.522 | 1.803 | |
| APFState Dimension dx=1000, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 2.732 | 2.021 | |
| BPFState Dimension dx=1000, Observation noise sigma_y=0.2, Observation operator=arctangent2026.07 | 2.776 | 2.058 |