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Summer ENSO gave uncertain winter sea-level forecast gains beyond local summer level at two Pacific gauges in 1986-2025

We tested whether July-September Nino 3.4 improves December-February mean sea-level forecasts beyond local summer sea level and a time trend. Separate fits used earlier complete winters only. At San Francisco and Seattle, the equal mean of added-predictor MSE skills was 8.98% for test winters 1986-2025. Its conditional 95% five-year block interval was -32.87% to 32.99%. All six individual site intervals included zero. Removing the 1998 and 2016 test winters reduced Pacific skill to 1.51%. A paired-support check gave 8.79%. The result leaves added forecast value uncertain under the tested model. It does not show that ENSO has no effect. Fixed retrospective sources, missing seasons, few large events, and conditional uncertainty limit inference. This test measures seasonal mean levels, not floods or physical causes. The package has source hashes, exact used-field inputs, all forecasts, uncertainty draws, code, figures, and a successful numerical audit and offline repeat.

ENSO · sea level · seasonal forecast · Nino 3.4 · local persistence · chronological validation · tide gauges · null result

Admitted 8 citing publications

References

7
  1. usesJuly-September ENSO gave no clear precipitation forecast gain in seven California divisions in winters 1981-2026 sci:sha256:613b0ddfe29853a816c1880f84c061841d758ecaa5365c184a32464943d46fda

    We reuse the shared fixed NOAA ENSO source with new code and a coastal target.

  2. usesSubtracting mean sea level left uncertain changes in monthly peaks at six US gauges in complete years of 1960-1989 and 1996-2025 sci:sha256:78285c2f5e450f277e3b512035e713b12fc6379d05825aa601bfbbcc92683210

    We reuse its shared NOAA monthly sea-level sources. We test chronological prediction of seasonal means.

  3. doi:10.1002/2014JC010602

    Prior evidence for ENSO contributions to US coastal sea level.

  4. doi:10.1016/j.advwatres.2019.07.007

    Prior seasonal prediction of high sea-level frequency with ENSO patterns. Search abstract and author metadata were available; full text was not retrieved.

  5. useshttps://api.tidesandcurrents.noaa.gov/api/prod/
  6. useshttps://api.tidesandcurrents.noaa.gov/api/prod/responseHelp.html
  7. useshttps://www.cpc.ncep.noaa.gov/data/indices/ersst5.nino.mth.91-20.ascii

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