Local Level Lab

Airborne measurements. Open methods.

What horizontal-only refitting established

All twelve reconstructions and all 24 individual fits passed. The IMU8 stretch passes all six repeat checks and favors globe under both processing cases. The IMU21 stretch passes three of six repeat checks and remains unresolved in this sensitivity study; its primary and repeat costs both favor globe. The original 53-stretch findings remain unchanged.

IMU Processing case Model Horizontal RMS (m) Unscored height RMS (m) Objective
8 bias1_unsubtracted sphere_rotating 0.3741 2.047e+04 5.21957
8 bias1_unsubtracted sphere_still 7.612 1.257e+04 1532.18
8 bias1_unsubtracted flat_still 33.78 1.104e+05 16881.2
8 bias1_profiled_removal sphere_rotating 0.3671 2.498e+04 5.11189
8 bias1_profiled_removal sphere_still 7.612 1.257e+04 1532.18
8 bias1_profiled_removal flat_still 17.46 1.104e+05 6777.58
21 bias1_unsubtracted sphere_rotating 0.01425 648.2 0.0807978
21 bias1_unsubtracted sphere_still 0.3009 2.477e+04 5.56418
21 bias1_unsubtracted flat_still 16.82 1.965e+04 3645.61
21 bias1_profiled_removal sphere_rotating 0.01425 648.2 0.0807978
21 bias1_profiled_removal sphere_still 0.3009 2.477e+04 5.56418
21 bias1_profiled_removal flat_still 9.013 1.968e+04 1774.11

The large unscored height errors are an important consequence of removing the vertical constraint. These solutions do not reconstruct plausible full three-dimensional flight paths. The successful IMU8 comparison shows that the score advantage persists without scoring height; it does not establish altitude or datum independence, isolate the gyroscope, or calibrate statistical significance.

Stretch Case Model Repeat passed Timing difference (ms) Relative cost difference
b365bdf39150ee6afc303ac1 bias1_unsubtracted sphere_rotating True 3.24973e-05 3.26781e-10
b365bdf39150ee6afc303ac1 bias1_unsubtracted sphere_still True 0 4.57425e-12
b365bdf39150ee6afc303ac1 bias1_unsubtracted flat_still True 0 2.70588e-12
b365bdf39150ee6afc303ac1 bias1_profiled_removal sphere_rotating True -1.21767e-08 2.39833e-10
b365bdf39150ee6afc303ac1 bias1_profiled_removal sphere_still True 0 2.87448e-11
b365bdf39150ee6afc303ac1 bias1_profiled_removal flat_still True 0 1.14908e-12
7df21c836bec5751f83c0cce bias1_unsubtracted sphere_rotating True -5.04531e-05 1.6966e-10
7df21c836bec5751f83c0cce bias1_unsubtracted sphere_still False -18.9589 0.00159649
7df21c836bec5751f83c0cce bias1_unsubtracted flat_still False 0 1.62327e-09
7df21c836bec5751f83c0cce bias1_profiled_removal sphere_rotating True -2.50803e-06 4.39009e-10
7df21c836bec5751f83c0cce bias1_profiled_removal sphere_still False -18.9589 0.00159649
7df21c836bec5751f83c0cce bias1_profiled_removal flat_still True 0 5.70641e-12

The saved audit completed 48 affine solves across all 24 endpoints, with no original-recording reads, native predictions or optimizer starts. Its linear predictions cannot establish actual improvement or relabel any fit.

Frozen audit scope · Detailed interpretation · Metrics CSV · Observed study.