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Climate Explorer · Yabelo, Borena

Thirty-three short rains. One honest record.

October–December rainfall at one ERA5 grid cell in southern Ethiopia, compared with its own 1991–2020 normal of 234.0 mm.

Retrospective replay. Not a live drought alert. Testnet funds only.

Oct–Dec · Hagaya short rains · retrospective replay

October–December rainfall, 1991–2023 · seasonal total, mm

ERA5 · 5° N 38° E

Baseline seasonReplay seasonSelected · OND 20211991–2020 normal · 234.0 mm60 % of normal · illustrative threshold

OND 2021: 78.7 mm, 33.63 % of the 1991–2020 normal of 234.0 mm.

Source: ERA5 via Open-Meteo (CC BY 4.0) · Copernicus C3S. models=era5, daily precipitation_sum, Africa/Addis_Ababa days. Baseline percentages are shown for context only.

Show the data as a table
OND seasonal rainfall totals at the ERA5 cell
Seasonmm% of normalKind
1991157.067.10Baseline
1992176.875.56Baseline
199392.839.66Baseline
1994193.582.70Baseline
1995225.396.29Baseline
1996129.255.21Baseline
1997442.1188.95Baseline
199878.633.59Baseline
1999166.671.20Baseline
2000258.2110.35Baseline
2001183.778.51Baseline
2002246.1105.18Baseline
2003133.857.18Baseline
2004268.5114.75Baseline
2005164.270.17Baseline
2006325.2138.98Baseline
200793.539.96Baseline
2008323.8138.38Baseline
2009195.983.72Baseline
2010108.846.50Baseline
2011525.9224.76Baseline
2012191.781.93Baseline
2013244.7104.58Baseline
2014296.1126.55Baseline
2015334.6143.00Baseline
2016149.463.85Baseline
2017375.4160.44Baseline
2018130.455.73Baseline
2019467.7199.89Baseline
2020339.8145.22Baseline
202178.733.63Replay
2022104.444.61Replay
2023498.9213.22Replay
Location of the study point in EthiopiaYabelo, Borena, Oromia, Ethiopia: requested point 4.88° N, 38.08° E, inside the ERA5 0.25° grid cell centred at 5° N, 38° E.EthiopiaKenyaSomaliaYabelo100 km

Grid cells, magnified

ERA5 cell (decision source)
0.25° ≈ 28 km, centred 5° N, 38° E
CHIRPS v3 cell (cross-check only)
0.05° ≈ 5.5 km, centred 4.875° N, 38.075° E
Requested point
4.88° N, 38.08° E
Outline: Natural Earth 1:50m (public domain). A grid cell is not a farm, a household or Borena Zone.

Evidence for OND 2021

OND 2021 · % of 1991–2020 normal

33.63 %

78.7 mm fell (2021-10-01 → 2021-12-31) against a normal of 234.0 mm.

At or below 60 % → condition metA valid attestation would release the escrow to the beneficiary.

60 % of normal is an illustrative hackathon rule, not an official drought definition.

Deficit vs normal
155.3 mm below
Days with data
92 / 92any missing day → INVALID
Baseline seasons
30 / 30
Index (basis points)
3363floor(787 × 10000 × 30 / 70193)
z-score (informational)
-1.34
CHIRPS v3 cross-check
52.5 % · 88.9 mminformational, never used for eligibility

Evidence digest (keccak256)

0xde7fdf48a6a608f3702848d95643440ceac87c4f411ccd64fc7776653be94f50

Spec hash

0xf1f503df82d576ee2fef554aa4bbfad0253a9612304dc1e915643abb9075bf8b

ProvenanceSaved ERA5 snapshots (historical observations), retrieved 2026-10-19, SHA-256 verified against the manifest (4 files).

Files and hashes

Recompute in your browser

Rebuilds the evidence hash from the committed ERA5 snapshot, then re-fetches Open-Meteo live to compare.

Rainfall estimate from ERA5 reanalysis (a model, not a rain gauge) for one ~28 km grid cell. It does not measure drought impact or financial loss.

CHIRPS: Funk et al., CHIRPS v3.0, Climate Hazards Center, UCSB, cited from CLIMATE_DATA.md §3.2 (accessed 2026-10-19).

Two datasets. Same seasons. Different answers.

ERA5 and CHIRPS v3 disagree for some seasons (e.g. MAM 2021: 55 % vs 101 % of normal). Rilva shows both and uses ERA5 for the rule, because it can be re-fetched and re-hashed byte-for-byte. Disagreement is shown, not hidden.

ERA5 (decides the rule)CHIRPS v3 (cross-check)
  • OND 2021

    ERA5 33.63 % · CHIRPS 52.5 %Both meet the 60 % rule

  • OND 2022

    ERA5 44.61 % · CHIRPS 54.8 %Both meet the 60 % rule

  • OND 2023

    ERA5 213.22 % · CHIRPS 140.9 %Both miss the 60 % rule

  • MAM 2021counter-example, not a campaign

    ERA5 54.68 % · CHIRPS 101.4 %Rule met on ERA5, missed on CHIRPS

60 % illustrative threshold100 % = each dataset's own 1991–2020 mean

ERA5 values are recomputed from the committed snapshots. CHIRPS: Funk et al., CHIRPS v3.0, Climate Hazards Center, UCSB, single 0.05° pixel, cited from CLIMATE_DATA.md §3.2 (accessed 2026-10-19). CHIRPS never feeds eligibility, the index, the evidence hash or the contract.

Where and what

Place
Yabelo, Borena Zone, Oromia, Ethiopia
Requested point
4.88° N, 38.08° E
Resolved ERA5 cell
5° N, 38° E · 1891 m
Day boundary
Africa/Addis_Ababa (UTC+3)
Variable
precipitation_sum, mm/day (0.1 mm steps)
Model
ERA5 reanalysis, pinned (models=era5)
Season
Oct 1 – Dec 31 (Hagaya short rains)
Baseline
1991–2020, 30 seasons

What this cell is, and is not

One ~28 km ERA5 grid cell over Yabelo. It is a model estimate, not a rain gauge, and it does not represent Borena Zone, a farm or a household. A different baseline period would shift every percentage.