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ResearchFormerly WizWand

Filtering on Lorenz-96 Arctangent Observation Operator

0.287RMSEL-FPPF
0.187440.859471.53152.20353Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
L-FPPFState Dimension dx=50, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.2870.156
L-FPPFState Dimension dx=500, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.2930.158
L-FPPFState Dimension dx=1000, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.2990.161
L-FPPFState Dimension dx=100, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.30.162
LETKFState Dimension dx=50, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.3160.177
LETKFState Dimension dx=1000, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.3180.177
LETKFState Dimension dx=100, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.3190.178
LETKFState Dimension dx=500, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.3190.177
LBPFState Dimension dx=50, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.3660.212
LBPFState Dimension dx=100, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.370.213
LBPFState Dimension dx=500, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.3720.213
LBPFState Dimension dx=1000, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.3720.213
APFState Dimension dx=50, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.6690.377
EnKFState Dimension dx=50, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.7060.411
BPFState Dimension dx=50, Observation noise sigma_y=0.2, Observation operator=arctangent2026.070.7430.439
APFState Dimension dx=100, Observation noise sigma_y=0.2, Observation operator=arctangent2026.071.0820.707
EnKFState Dimension dx=100, Observation noise sigma_y=0.2, Observation operator=arctangent2026.071.1870.755
BPFState Dimension dx=100, Observation noise sigma_y=0.2, Observation operator=arctangent2026.071.2320.827
EnKFState Dimension dx=500, Observation noise sigma_y=0.2, Observation operator=arctangent2026.072.2781.599
APFState Dimension dx=500, Observation noise sigma_y=0.2, Observation operator=arctangent2026.072.3861.727
BPFState Dimension dx=500, Observation noise sigma_y=0.2, Observation operator=arctangent2026.072.4211.757
EnKFState Dimension dx=1000, Observation noise sigma_y=0.2, Observation operator=arctangent2026.072.5221.803
APFState Dimension dx=1000, Observation noise sigma_y=0.2, Observation operator=arctangent2026.072.7322.021
BPFState Dimension dx=1000, Observation noise sigma_y=0.2, Observation operator=arctangent2026.072.7762.058