Ratio limits · Bias correction · May initialization · JJAS and its months

Ratio limits · May initialization · JJAS and its months

The operational correction limits the spread ratio r = σobs/σmodel to 0.5–2. This study runs the same screening and confirmation for that correction with wider limits (1/3–3, 1/4–4) and none, all with the same fallback (r = 1 where the model spread is below 1 mm), to see whether the limits are worth changing. ✓ = better than the operational limits with Holm-adjusted p < 0.05 across the 3 alternatives × 5 targets and not worse over the test years. Run at commit fb7425f.

Confirmed better than the operational limits — published (blended) probabilities: none; rainfall amounts: MVS, ratio limits 1/3-3 (Jul, Aug, Sep), MVS, ratio limits 1/4-4 (Jul, Aug, Sep) and Variance Scaling (unbounded) (Jul, Aug, Sep).

Probabilities

Blended tercile RPSS through the full pipeline, outer leave-one-year-out 1993–2016
MethodJunJulAugSepJJAS
Mean-Variance Scaling (operational, 0.5–2)-0.000+0.014+0.012+0.003+0.027
MVS, ratio limits 1/3-3-0.000+0.015+0.012+0.003+0.027
MVS, ratio limits 1/4-4-0.001+0.015+0.012+0.003+0.027
Variance Scaling (unbounded)-0.001+0.015+0.012+0.004+0.027

Amounts

Amount CRPSS, leave-one-year-out 1993–2016
MethodJunJulAugSepJJAS
Mean-Variance Scaling (operational, 0.5–2)-0.096-0.007-0.028-0.060-0.028
MVS, ratio limits 1/3-3-0.094-0.004 ✓-0.025 ✓-0.059 ✓-0.027
MVS, ratio limits 1/4-4-0.093-0.003 ✓-0.024 ✓-0.059 ✓-0.027
Variance Scaling (unbounded)-0.093-0.000 ✓-0.021 ✓-0.058 ✓-0.027

Where the operational limits act

Share of the corrected area, mean over the leave-one-year-out folds, 1993–2016
TargetLower limit active (r would be < 0.5)Upper limit active (r would be > 2)Spread–error, operationalSpread–error, no limits
Jun7%8%0.820.82
Jul32%5%0.920.93
Aug28%2%0.930.93
Sep14%1%0.890.89
JJAS14%1%0.830.83

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