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)
Oct 27, 2026
avg wind
gust
ignition (8 kt)
session (11 kt)
For Oct 27, 2026
MAYBE
ฮ=-1.6 hPa โ pressure gradient pushing against the thermal
๐ค ML โ logistic
experimental
GO
GO 50% ยท
MAYBE 29% ยท
NO GO 20%
Strongest inputs โ
(+) dew-point spread, Bolzano pressure; (โ) morning solar.
๐ค ML โ HGB ยท black box
experimental
MAYBE
GO 32% ยท
MAYBE 53% ยท
NO GO 15%
Most distinctive inputs: Innsbruck pressure, Bolzano pressure, Munich 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.