Walchensee wind: forecast and measurements
30 days of forecast vs. what actually happened at the lake. Click a single day to see its details.
Last 30 days
Rule-based forecast (actually used)
ML-based forecast โ logistic (experimental)
ML-based forecast โ HistGradientBoosting (black-box model, experimental)
Actual measurements (session โฅ 1 h)
Mon Oct 12
Tue Nov 10
session (โฅ 1 h โฅ 11 kt)
marginal (โฅ 1 h โฅ 8 kt)
no wind
no data
thunderstorm (forecast rows: predicted ยท actual row: observed)
Nov 5, 2026
avg wind
gust
ignition (8 kt)
session (11 kt)
For Nov 5, 2026 ยท
as written at the time
MAYBE
dew-point spread 2.3ยฐC โ air too moist, solar energy lost to evaporation
๐ค ML โ logistic
experimental
GO
GO 50% ยท
MAYBE 29% ยท
NO GO 21%
Strongest inputs โ
(+) Bolzano pressure; (โ) morning solar, pressure ฮ (thermik).
๐ค ML โ HGB ยท black box
experimental
NO GO
GO 29% ยท
MAYBE 13% ยท
NO GO 58%
Most distinctive inputs: morning solar, Innsbruck pressure, Bolzano pressure.
Experimental shadow models โ they never drive the verdict.
How good are they? โ
How the day was forecast at the time, before the rules were recalibrated โ shown for comparison only.