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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

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References

10
  1. 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.

  2. 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.

  3. doi:10.1029/2020GL091447
  4. doi:10.1029/2024GL110326
  5. doi:10.1175/JAMC-D-13-0248.1
  6. 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.

  7. 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.

  8. https://www.ncei.noaa.gov/pub/data/cirs/climdiv/state-readme.txt
  9. https://www.weather.gov/disclaimer
  10. https://www.ncei.noaa.gov/archive

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