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Author SHA1 Message Date
grabowski ba781465a9 feat: in-memory HII gap-fill in the ML data loader
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load_measurements() (DB path) patches missing station-hours from the
hii_waterlevel mirror telemetry: exact mirrors (P.1/P.103/P.20/P.4A/P.67/
P.75/P.82/P.84/P.92) plus bias-corrected P.81 (+9,340 h). Per-station
MSL->gauge offset is derived from >=168 h of series overlap, which
reproduces the published offsets for exact mirrors and absorbs P.81's
bias; P.76/P.77/P.85/P.87 HII twins are different physical sensors and
stay excluded. Training and serving share the loader, so both sides see
identical filled series; water_measurements is never written.
2026-08-13 10:29:54 +07:00