⛳ Cold Ashby – Course Closure Forecast

Predictive model based on soil moisture dynamics, rainfall accumulation & seasonal drainage

Generated: 2026-02-25T07:04:31 | Model trained on 116 labelled days

Forecast Days
16
Predicted Open
0
Predicted Partial
16
Predicted Closed
0
Avg Closure Risk
38%
Best Day
2026-03-07
Train Accuracy
100%
Train κ
1.00
📅 Daily Forecast
Wednesday 2026-02-25
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ 9–15°C 🌧️ 0.0mm 💨 20km/h ☁️ 72%
💧 Balance: 39mm 📊 Sat: 86% 🔄 Net 7d: +4.4mm
Playability: 62/100 Good
Thursday 2026-02-26
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ 9–12°C 🌧️ 3.8mm 💨 23km/h ☁️ 92%
💧 Balance: 41mm 📊 Sat: 90% 🔄 Net 7d: +2.5mm
Playability: 52/100 Playable
Friday 2026-02-27
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ 7–12°C 🌧️ 2.3mm 💨 27km/h ☁️ 72%
💧 Balance: 41mm 📊 Sat: 90% 🔄 Net 7d: +3.0mm
Playability: 42/100 Playable
Saturday 2026-02-28
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ 4–8°C 🌧️ 3.0mm 💨 15km/h ☁️ 74%
💧 Balance: 42mm 📊 Sat: 93% 🔄 Net 7d: +4.6mm
Playability: 47/100 Playable
Sunday 2026-03-01
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ 4–11°C 🌧️ 0.9mm 💨 26km/h ☁️ 80%
💧 Balance: 40mm 📊 Sat: 90% 🔄 Net 7d: +4.3mm
Playability: 47/100 Playable
Monday 2026-03-02
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ 4–14°C 🌧️ 0.0mm 💨 15km/h ☁️ 43%
💧 Balance: 38mm 📊 Sat: 84% 🔄 Net 7d: +2.1mm
Playability: 72/100 Good
Tuesday 2026-03-03
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ 5–15°C 🌧️ 0.0mm 💨 10km/h ☁️ 46%
💧 Balance: 36mm 📊 Sat: 79% 🔄 Net 7d: +1.7mm
Playability: 72/100 Good
Wednesday 2026-03-04
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ 5–10°C 🌧️ 0.0mm 💨 11km/h ☁️ 88%
💧 Balance: 34mm 📊 Sat: 74% 🔄 Net 7d: +1.8mm
Playability: 67/100 Good
Thursday 2026-03-05
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ 4–11°C 🌧️ 0.0mm 💨 12km/h ☁️ 97%
💧 Balance: 32mm 📊 Sat: 71% 🔄 Net 7d: -1.6mm
Playability: 67/100 Good
Friday 2026-03-06
⚠️ PARTIAL
Closure: 47% Moderate PARTIAL
🌡️ 2–10°C 🌧️ 1.5mm 💨 23km/h ☁️ 90%
💧 Balance: 32mm 📊 Sat: 71% 🔄 Net 7d: -1.5mm
Playability: 52/100 Playable
Saturday 2026-03-07
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ -0–5°C 🌧️ 0.2mm 💨 32km/h ☁️ 52%
💧 Balance: 31mm 📊 Sat: 68% 🔄 Net 7d: -4.5mm
Playability: 52/100 Playable
Sunday 2026-03-08
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ -2–4°C 🌧️ 0.4mm 💨 26km/h ☁️ 82%
💧 Balance: 30mm 📊 Sat: 66% 🔄 Net 7d: -4.8mm
Playability: 37/100 Grim
Monday 2026-03-09
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ -2–2°C 🌧️ 3.0mm 💨 13km/h ☁️ 68%
💧 Balance: 32mm 📊 Sat: 71% 🔄 Net 7d: -0.8mm
Playability: 62/100 Good
Tuesday 2026-03-10
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ -1–4°C 🌧️ 0.0mm 💨 12km/h ☁️ 89%
💧 Balance: 31mm 📊 Sat: 68% 🔄 Net 7d: 0.0mm
Playability: 47/100 Playable
Wednesday 2026-03-11
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ -1–6°C 🌧️ 0.0mm 💨 19km/h ☁️ 93%
💧 Balance: 30mm 📊 Sat: 66% 🔄 Net 7d: +0.4mm
Playability: 47/100 Playable
Thursday 2026-03-12
👍 PARTIAL
Closure: 37% Low PARTIAL
🌡️ -1–8°C 🌧️ 0.0mm 💨 21km/h ☁️ 38%
💧 Balance: 28mm 📊 Sat: 62% 🔄 Net 7d: -0.2mm
Playability: 62/100 Good
🔬 What Drives Course Closure

Feature importance from the trained model — these are the weather/soil factors most predictive of Cold Ashby closing.

Closure Score Lag1
0.3301
Soil Moisture 28 To 100Cm Mean 7D Avg
0.1782
Swb Avg 3D
0.1305
Precip Sum 14D
0.0655
Day Of Year
0.0487
Precip Max 3D
0.0424
Precip Max 5D
0.0368
Precip Sum 28D
0.0368
Month
0.0182
Soil Moisture 28 To 100Cm Mean
0.0092

Model: Histogram Gradient Boosted Regressor (ordinal: open → partial → closed)

Training data: 116 days (26 closed, 7 partial, 83 open)

Training fit: Accuracy 100% | κ 1.000 | R² 0.994

Cross-validation: 5-fold TimeSeriesSplit — R² -3.762 ± 2.556 (limited by seasonal data — improves with more winters)

Thresholds: OPEN < 0.20 | PARTIAL | 0.55 < CLOSED (auto-optimised)

Features: 25 selected from 71 candidates

Soil model: Clay bucket model (field capacity 45.0mm, drainage rate 0.03/day)

Note: Predictions improve significantly with more labelled closure data. Target: 60+ days for robust estimates.