Local Level Lab

Airborne measurements. Open methods.

Do the large linear changes survive the full model?

12/12 numerical diagnostics pass; 0/12 proposed calibrations satisfy nonlinear training constraints.

Processing Target direction Outcome Largest training change Later N / E / height change
Zero removal N − Rejected by nonlinear training 131.049 m 139.682 / -151.918 / -48.981 m
Zero removal N + Rejected by nonlinear training 113.714 m 387.477 / -62.506 / -64.487 m
Zero removal E − Rejected by nonlinear training 280.358 m -674.843 / -747.770 / 183.216 m
Zero removal E + Rejected by nonlinear training 377.256 m -775.961 / -590.986 / 171.998 m
Zero removal height − Rejected by nonlinear training 370.537 m -833.989 / -46.979 / 167.703 m
Zero removal height + Rejected by nonlinear training 325.274 m -709.794 / -115.057 / 176.975 m
Profiled removal N − Rejected by nonlinear training 1,448.235 m 1,551.880 / -3,290.637 / 557.264 m
Profiled removal N + Rejected by nonlinear training 1,119.252 m 1,238.552 / -2,335.837 / 392.960 m
Profiled removal E − Rejected by nonlinear training 1,737.923 m -795.899 / -3,990.738 / 760.323 m
Profiled removal E + Rejected by nonlinear training 1,808.588 m -1,769.949 / -3,749.007 / 794.921 m
Profiled removal height − Rejected by nonlinear training 1,245.998 m -2,747.928 / -1,968.151 / 551.988 m
Profiled removal height + Rejected by nonlinear training 912.192 m -2,038.198 / -1,855.730 / 403.599 m

Every proposal was selected from saved Jacobians, checked exactly, contracted by the fixed 0.99 factor and saved before the nonlinear outcome. The training check uses only the 292 earlier positions and the unchanged ±1 m allowance. The later displacement cannot decide that label.

This is a generated-data diagnostic around the saved zero-expansion reference, not an aircraft fit or the separate long-record run’s perturbed training data. Rejected sampled points do not prove unique prediction or permit removal of unexamined parameter regions. No uncertainty coverage, observation-error law or scientific significance is established.

Frozen scope · Training-density results · Roadmap.