Amount and range shadow · Probability calibration · September initialization · ONDJ and its months

Amount and range shadow · September initialization · ONDJ and its months

Not a published forecast. Since 2026-10-14, each cycle also runs the EMOS distribution model (censored shifted gamma, fitted on the cycle's reference years) and records its median and 10–90% range for every target next to the MVS-corrected ensemble. In Phase 2 the EMOS 10-90% intervals held 76-84% of observed totals where the MVS-corrected ensemble's held 46-76% (80% is calibrated), and EMOS was confirmed better in CRPS for the January-initialized FMAM season and JJAS September. The shadow builds independent evidence season by season before any amount or range product is considered. Each season is scored once its CHIRPS observations exist; any change to what is published is a separate decision after several seasons.

2026 forecast · 0 of 5 targets observed so far

Forecast 2026: national area-weighted means over the modelled cells (fitted on 1993–2024)
TargetClimatology (mm)Shadow: median (10–90%), mmMVS ensemble: median (10–90%), mmRange width / climatology (shadow / MVS)
Oct9278 (30–170)87 (38–160)1.72 / 1.56
Nov4455 (18–127)55 (17–133)2.77 / 2.90
Jan1717 (6–41)15 (9–40)2.17 / 1.83
Dec1512 (3–37)12 (5–39)2.32 / 2.40
ONDJ163176 (90–306)181 (94–313)1.43 / 1.49

Awaiting CHIRPS observations.

Oct 2026: maps
Shadow amounts and ranges, Oct 2026.
Shadow amounts and ranges, Oct 2026.
Nov 2026: maps
Shadow amounts and ranges, Nov 2026.
Shadow amounts and ranges, Nov 2026.
Jan 2026: maps
Shadow amounts and ranges, Jan 2026.
Shadow amounts and ranges, Jan 2026.
Dec 2026: maps
Shadow amounts and ranges, Dec 2026.
Shadow amounts and ranges, Dec 2026.
ONDJ 2026: maps
Shadow amounts and ranges, ONDJ 2026.
Shadow amounts and ranges, ONDJ 2026.

Run at commit a2437e2.

All cycles together: Amount and range shadow.

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