Dashboard

Model performance, risk assessment, and weather overview

Best R²

0.730

Operational model (May-Oct)

Highest Risk

Victoria / Oats

Probability: 89%

Watch List

10 items

Crop-region combinations

Coverage

75.2%

Conformal prediction (α=0.2)

R² by Forecast Window

Model performance improves with more lead time

RMSE by Forecast Window

Lower is better — error decreases with more lead time

Risk Distribution

High Risk: 2Medium Risk: 5Low Risk: 5

Conformal Prediction

Prediction interval coverage & width

Regional Climate

Avg rainfall & temperature by region

Watch List — Top 10 At-Risk Combinations

#RegionCropProbabilityShortfall (t/ha)Status
1VictoriaOats89%0.45critical
2New South WalesLupins82%0.38critical
3Western AustraliaCanola76%0.28warning
4South AustraliaBarley71%0.30warning
5New South WalesWheat68%0.25watch
6VictoriaWheat65%0.45watch
7QueenslandWheat61%0.22watch
8South AustraliaCanola58%0.18watch
9TasmaniaOats52%0.15watch
10Western AustraliaLupins48%0.20watch