Commit graph

3 commits

Author SHA1 Message Date
c12f8cf5ed
Use local solar time for time-of-day scoring, add PWAT factor and pressure refinements
Score time-of-day per grid point using longitude/15 solar offset instead of
hardcoded CST/CDT. Add PWAT as 10th scoring factor. Refine pressure thresholds.
Update ML model and training pipeline to use local solar time.
2026-04-01 08:58:21 -05:00
c9112b9280
Recalibrate refractivity thresholds for HRRR gradient distribution
Previous thresholds (-500 to -60) were calibrated for radiosonde data.
HRRR profiles have coarser vertical resolution, with gradients clustering
between -40 and -130 N/km (median -70). Nearly all grid points were
falling through to the default score of 42, wasting the refractivity
factor. New thresholds (-200 to -40) spread across HRRR percentiles.
2026-03-31 16:08:15 -05:00
2698f33cd3
Add propagation scoring algorithm with 9 weighted factors
Implements BandConfig (data-driven thresholds for 8 bands) and Scorer
module with humidity, time-of-day, TD depression, refractivity, sky
cover, season, wind, rain attenuation, and pressure trend scoring.
Composite score applies BandConfig weights (sum to 1.0) across all
factors, producing 0-100 score per band. 10 GHz uses beneficial
humidity/ducting model; 24 GHz+ uses harmful absorption model.
2026-03-30 16:57:38 -05:00