Official outlook comparison — ONDJ 2026/27

Season 2026-10-01 to 2027-01-31 · areas: All Ethiopia; ONDJ R3 (Deyr) rainfall domain · built from reviewed extractions only (rules v2, 2026-10-11). Research reconstruction; not an official EMI or ICPAC forecast. The comparison describes agreement between outlooks, not which is more accurate.

Key findings — All Ethiopia

Key findings — ONDJ R3 (Deyr) rainfall domain

Key findings — Robustness of the extraction

Comparison maps

Comparison map
emi_bega_2026_27_outlook_anchors.png
EMI rainfall regions
EMI zones as homogeneous rainfall regions with the Bega (ONDJ) 2026/27 printed values; regions redrawn after Korecha, D., and A. Sorteberg (2013), Validation of operational seasonal rainfall forecast in Ethiopia, Water Resources Research, 49(11), 7681-7697, doi:10.1002/2013WR013760 (layout as published in 2013).
Comparison map
icpac_ond_2026_update_rainfall_comparison.png

ICPAC category agreement

Only where both outlooks show a favoured category.

AreaCompared area (share of the analysed area)Agreement within itOpposite within it
All Ethiopia46%93.6%5.6%
ONDJ R3 (Deyr) rainfall domain>99%99.8%0.0%

EMI zones: printed values and the platform

ZoneOfficial below / near / abovePlatform over the whole zone (region)Platform near the arrow (±0.5°)Relationship near the arrowArrow sample vs the ONDJ R3 (Deyr) rainfall domain
Zone III20% / 25% / 55%48% / 25% / 27%
Opposing categories
53% / 29% / 18%Opposing categoriesOutside the domain
Zone VI15% / 25% / 60%19% / 25% / 56%
Same category
19% / 24% / 57%Same categoryPartly overlaps the domain — 44% of sample cells
Zone VII25% / 15% / 60%22% / 26% / 52%
Same category
20% / 22% / 58%Same categoryPartly overlaps the domain — 69% of sample cells
Zone VIII10% / 15% / 75%16% / 25% / 59%
Same category
16% / 30% / 54%Same categoryEntire sample in the domain

Platform values are area means of local probabilities: over the whole zone (EMI homogeneous rainfall region as published in 2013, assumed unchanged) where reviewed, and over the ±0.5° sample around each arrow tip. Percentages are rounded to add up to 100%.

ICPAC: printed favoured category and interval vs the platform

LocationICPAC (favoured category, printed interval)Platform below / near / aboveRelationship
Near zone III arrow
Outside the domain
no forecast category shown
100% of the sample grey (no forecast category shown)
53% / 29% / 18%Not comparable: ICPAC shows no forecast category here
Near zone VI arrow
Partly overlaps the domain — 44% of sample cells
Above normal 70–80%
31% of the sample grey (no forecast category shown)
19% / 24% / 57%Same category
Near zone VII arrow
Partly overlaps the domain — 69% of sample cells
Above normal 60–70%20% / 22% / 58%Same category
Near zone VIII arrow
Entire sample in the domain
Above normal 70–80%
75% of shown cells; also Above normal 80–90% (25%)
16% / 30% / 54%Same category
All EthiopiaAbove normal (most often 70–80%)
shown on 46% of the area; 54% grey (no forecast category shown)
27% / 27% / 46%Same category (where both show a category)
ONDJ R3 (Deyr) rainfall domainAbove normal (most often 70–80%)
shown on >99% of the area; <1% grey (no forecast category shown)
16% / 26% / 58%Same category (where both show a category)

ICPAC publishes only the favoured category and its probability interval (the other two categories are not published), for 2026-10-01 to 2026-12-31; the platform covers 2026-10-01 to 2027-01-31. Locations are the EMI arrow-tip boxes or the digitized EMI zones; platform values are area means of local probabilities over each location or area.

Detailed interpretation

The platform favours below-normal rainfall near the arrow of EMI zone III, while the EMI outlook favours above-normal rainfall. This indicates disagreement in the favoured rainfall category. EMI prints 20% / 25% / 55% (below / near / above); the platform's area mean of local probabilities in the sampled neighbourhood is 53% / 29% / 18%. Over the whole zone (the EMI Southwest rainfall region), the platform area mean is 48% / 25% / 27%: opposing categories.

Both outlooks favour wetter-than-normal conditions near the arrow of EMI zone VI. EMI prints 15% / 25% / 60% (below / near / above); the platform's area mean of local probabilities in the sampled neighbourhood is 19% / 24% / 57%. Over the whole zone (the EMI South Highland rainfall region), the platform area mean is 19% / 25% / 56%: same category.

Both outlooks favour wetter-than-normal conditions near the arrow of EMI zone VII. EMI prints 25% / 15% / 60% (below / near / above); the platform's area mean of local probabilities in the sampled neighbourhood is 20% / 22% / 58%. Over the whole zone (the EMI South rainfall region), the platform area mean is 22% / 26% / 52%: same category.

Both outlooks favour wetter-than-normal conditions near the arrow of EMI zone VIII. EMI prints 10% / 15% / 75% (below / near / above); the platform's area mean of local probabilities in the sampled neighbourhood is 16% / 30% / 54%. Over the whole zone (the EMI South-Southeast lowlands rainfall region), the platform area mean is 16% / 25% / 59%: same category.

For every EMI zone, the platform value near the arrow is the area mean of local probabilities within ±0.5° of the arrow tip, not the complete EMI zone: the figure publishes no zone boundaries and no reference period, so exact zone probability differences are not calculated.

Above-normal rainfall is the predominant tendency in both outlooks over their shared displayed area in Ethiopia, with localized disagreement. ICPAC shows a favoured category on 46% of Ethiopia and no forecast category shown (the legend does not explain the grey areas) on 54%; where it shows one it favours above normal on >99%, most often at 70-80% and 80-90%. The platform favours above normal on 69% and below normal on 16% of Ethiopia. There is category agreement of 93.6% within the compared area, which covers 46% of the analysed national area; opposite categories (above vs below) on 6% of the compared area. ICPAC publishes only the favoured category and its probability interval, so probabilities are not differenced. The official outlook covers Oct 2026–Dec 2026 and the platform Oct 2026–Jan 2027 (Jan 2027 only in the platform), so this compares spatial tendencies, not probabilities for the same seasonal event.

Above-normal rainfall is the predominant tendency in both outlooks over their shared displayed area in the ONDJ R3 (Deyr) rainfall domain, with localized disagreement. ICPAC shows a favoured category on >99% of the ONDJ R3 (Deyr) rainfall domain and no forecast category shown (the legend does not explain the grey areas) on <1%; where it shows one it favours above normal on 100%, most often at 70-80% and 80-90%. The platform favours above normal on >99% and below normal on 0% of the ONDJ R3 (Deyr) rainfall domain. There is category agreement of 99.8% within the compared area, which covers >99% of the analysed domain. ICPAC publishes only the favoured category and its probability interval, so probabilities are not differenced. The official outlook covers Oct 2026–Dec 2026 and the platform Oct 2026–Jan 2027 (Jan 2027 only in the platform), so this compares spatial tendencies, not probabilities for the same seasonal event.

Not calculated: rainfall-anomaly differences, because no official rainfall-amount anomaly product was found in the checked ICPAC and EMI products; which forecast is more accurate, because that needs observations and a separate verification design (see Verification); same-event probability differences, because the target windows or spatial supports differ and ICPAC publishes only favoured-category intervals.

Source: ICPAC — OND 2026 (update)

ProductRainfall forecast - October - December 2026_Update - IGAD Region
Target period2026-10-01 to 2026-12-31
Issue datenot stated by the provider
Reference periodnot stated
Retrieved2026-10-09
Latest checkChecked 2026-10-09: unchanged
Content hash (SHA-256)38789cddd2e31c49b72ec97b821856d1d82d100e75971aef173b8f28d276afa6
Extractionvalidated
Reviewvalidated by Yonas 1, 2026-10-09
Source pagehttps://www.icpac.net/seasonal-forecast/october-december-2026_update/?region=1&resource_type=27
Original filehttps://www.icpac.net/media/images/GHA-PRCP.original.png
Above-normal rainfall is likely across most of the region, with the highest probabilities over north-eastern Kenya, central to southern Somalia and south-eastern Ethiopia.
Across much of the remaining region, the probability of above-normal rainfall is generally in the range of 50–70%.
— ICPAC
Rainfall forecast - October - December 2026_Update - IGAD Region
Rainfall forecast - October - December 2026_Update - IGAD Region (original figure)

Source: EMI — Bega (ONDJ) 2026/27

ProductKiremt 2026 Assessment and Bega 2026_27 Outlook Hydro met Bulletin
Target period2026-10-01 to 2027-01-31
Issue datenot stated by the provider
Reference periodnot stated
Retrieved2026-10-09
Latest checkChecked 2026-10-09: unchanged; a matching page without a document yet was skipped (Bega 2026/27 Seasonal Climate Forecast)
Content hash (SHA-256)d55c4d39500d13a9da842a575f735bd07cf2ed08ac924ec8012e197a66e921a1
Extractionvalidated
Reviewvalidated by yonas 1, 2026-10-09
Source pagehttps://www.ethiomet.gov.et/products/seasonal-hydromet-bulletin/kiremt-2026-assessment-and-bega-2026_27-hydro-met-bulletin/
Original filehttps://www.ethiomet.gov.et/documents/796/Kiremt_2026_Assesment_and_Bega_2026_27_Outlook_hydromet_Bulletin_pVHz8Fp.pdf
October: Humid to wet conditions across southern and southwestern catchments Baro-Akobo, Wabi Shebelle, Genale Dawa, Ogaden, and Abay support initial surface water accumulation.
November: Moisture shifts southward; wet to very wet conditions continue in Genale Dawa, Wabi Shebelle, Baro- Akobo, Ogaden, and parts of Abay Rift Valley, while northern areas dry out.
December: Dry to arid conditions dominate northern, central, and eastern basins Afar-Denakil, Aysha, middle upper Abay, Tekeze, and Awash. Sub-humid to wet levels persist in Omo-Gibe, Rift Valley, Baro-Akobo, Genale Dawa, Wabi Shebelle, and middle lower Ogaden.
January: Arid conditions expand across most northern, central, and eastern catchments. Sub-humid to wet conditions remain confined to Omo-Gibe, Rift Valley, and upper Genale Dawa.
— EMI
Kiremt 2026 Assessment and Bega 2026_27 Outlook Hydro met Bulletin, PDF page 21
Kiremt 2026 Assessment and Bega 2026_27 Outlook Hydro met Bulletin, PDF page 21 (original figure)

What is compared, and what is not

ComparisonWhereStatusReason
display official probabilitiesIIIavailable
favoured category relationshipIIIavailablereviewed visual (arrow-tip neighbourhood)
zone mean probabilityIIIavailableEMI homogeneous rainfall regions as published in 2013 (digitized)
same event probability differenceIIIunavailablezone geometry requires alignment; official reference period unknown
display official probabilitiesVIavailable
favoured category relationshipVIavailablereviewed visual (arrow-tip neighbourhood)
zone mean probabilityVIavailableEMI homogeneous rainfall regions as published in 2013 (digitized)
same event probability differenceVIunavailablezone geometry requires alignment; official reference period unknown
display official probabilitiesVIIavailable
favoured category relationshipVIIavailablereviewed visual (arrow-tip neighbourhood)
zone mean probabilityVIIavailableEMI homogeneous rainfall regions as published in 2013 (digitized)
same event probability differenceVIIunavailablezone geometry requires alignment; official reference period unknown
display official probabilitiesVIIIavailable
favoured category relationshipVIIIavailablereviewed visual (arrow-tip neighbourhood)
zone mean probabilityVIIIavailableEMI homogeneous rainfall regions as published in 2013 (digitized)
same event probability differenceVIIIunavailablezone geometry requires alignment; official reference period unknown
mapped category agreementAll Ethiopiaavailablereviewed digitization
mapped category agreementONDJ R3 (Deyr) rainfall domainavailablereviewed digitization
same event probability difference—unavailabletarget window mismatch; official publishes only favoured category interval
rainfall anomaly difference—unavailableofficial amount anomaly not found in checked products
forecast accuracy—unavailableout of scope: needs observations and a separate verification design (see the Verification section)

Notes