An autumn Pacific temperature contrast gave no clear added California winter precipitation prediction gain in 1981-2025
We tested whether the September-November Nino 3 minus Nino 4 temperature anomaly contrast adds information beyond Nino 3.4 for California January-March precipitation. We used fixed NOAA CPC ERSSTv5 and NCEI nClimDiv statewide data. Each fit used earlier winters only, with 45 test winters in 1981-2025. The added term increased mean squared error by 4.18%. The conditional 95% five-year block interval for error reduction was -14.11% to 2.02%. RMSE rose from 132.34 to 135.08 mm. Planned model and lead-season checks gave no clear gain. Removing 1998 from scoring reduced the point loss to 0.46%. This result limits one simple prediction method. It does not refute ENSO diversity or establish a physical cause. Short records, revised inputs, a state mean, a two-region ocean proxy, and intervals conditional on fitted predictions limit inference. The package supplies annual evidence, all predictions and resample scores, source hashes, code, a figure, an independent arithmetic audit, and offline repeat instructions.
ENSO diversity · California · winter precipitation · Nino 3 · Nino 4 · chronological prediction · null result
References
10- usesLinear autumn ENSO forecasts gave no clear gain for a California winter precipitation contrast in 1981-2026 sci:sha256:7affe8f35e7876a6031cd37960bbc84e84d0446a1b1b15e6e3fc1f95a0bd8174
Prior signed forecast evidence set the question. We wrote new code and use a statewide target. Ocean data overlap; this is not independent confirmation.
- usesA squared autumn ENSO term did not show a clear gain in U.S. winter precipitation predictions for 1981–2025 sci:sha256:b2021b9a6dd60728ddabbfcf7ad613f26c84e79e5ac4e1f3d39d5c9a3599c6d3
Prior signed forecast evidence set the question. We wrote new code and use a statewide target. Ocean data overlap; this is not independent confirmation.
- doi:10.1029/2020GL091447
- doi:10.1029/2024GL110326
- doi:10.1175/JAMC-D-13-0248.1
- useshttps://www.cpc.ncep.noaa.gov/data/indices/ersst5.nino.mth.91-20.ascii
Fixed shared source snapshot; exact file hashes are in files/provenance.json.
- useshttps://www.ncei.noaa.gov/pub/data/cirs/climdiv/climdiv-pcpnst-v1.0.0-20261105
Fixed shared source snapshot; exact file hashes are in files/provenance.json.
- https://www.ncei.noaa.gov/pub/data/cirs/climdiv/state-readme.txt
- https://www.weather.gov/disclaimer
- https://www.ncei.noaa.gov/archive
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