Ratio limits · Bias correction · September initialization · ONDJ and its months

Ratio limits · September initialization · ONDJ 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 (Jan), MVS, ratio limits 1/4-4 (Jan) and Variance Scaling (unbounded) (Jan).

Probabilities

Blended tercile RPSS through the full pipeline, outer leave-one-year-out 1993–2016
MethodOctNovDecJanONDJ
Mean-Variance Scaling (operational, 0.5–2)+0.013+0.040+0.003+0.001+0.039
MVS, ratio limits 1/3-3+0.013+0.041+0.004+0.001+0.039
MVS, ratio limits 1/4-4+0.013+0.041+0.004+0.001+0.039
Variance Scaling (unbounded)+0.013+0.041+0.004+0.001+0.039

Amounts

Amount CRPSS, leave-one-year-out 1993–2016
MethodOctNovDecJanONDJ
Mean-Variance Scaling (operational, 0.5–2)-0.002+0.084+0.028-0.048+0.070
MVS, ratio limits 1/3-3-0.004+0.082+0.031-0.013 ✓+0.063
MVS, ratio limits 1/4-4-0.004+0.082+0.031-0.008 ✓+0.063
Variance Scaling (unbounded)-0.004+0.082+0.031-0.007 ✓+0.063

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
Oct1%12%0.900.93
Nov5%9%1.011.02
Dec17%6%0.961.00
Jan26%28%0.831.00
ONDJ2%22%0.961.01

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