RONI gave no clear California winter rain prediction gain over ONI in a 1981-2025 linear test
We tested whether September-November ERSSTv5 RONI gives lower California January-March precipitation prediction error than ONI. Fits used earlier winters only. The test covers 45 winters in 1981-2025. Replacing ONI with RONI reduced mean squared error by 1.40%. The conditional 95% five-year block interval was -2.76% to 4.91%. RMSE fell from 132.06 to 131.13 mm. Year-term, training-window, lead-season and fixed-reference checks also gave intervals across zero. The point gain was positive in 1981-2002 and negative in 2003-2025; this does not establish a change in the climate relation. This test gives no clear prediction advantage for the index replacement. One state, revised inputs, one linear model, short records and conditional uncertainty limit inference. Code, seasonal values with source credit, all predictions and scores, source hashes, a separate computation audit and a figure are included. Raw sources stay outside the signed package.
RONI · ONI · ENSO · California precipitation · chronological prediction · null result
References
12- usesAn autumn Pacific temperature contrast gave no clear added California winter precipitation prediction gain in 1981-2025 sci:sha256:971eb01ec3ef76e3557e0d7b5898ca66d627552d15cee67cb508792d2630339f
Prior California ocean-pattern test informed the replacement question. Source data overlap; this is not independent confirmation.
- usesCold-minus-warm ENSO run-length differences were uncertain in two ERSSTv5 indices for 1950-2025 sci:sha256:58b709c105419047d4320e35d96c0824413393f726eb5f0542c9ea49e84bdc4b
Prior ONI and RONI duration test informed the index-definition comparison. This study tests rain predictions.
- doi:10.1088/1748-9326/abe9ed
- doi:10.1175/JCLI-D-23-0406.1
- https://www.cpc.ncep.noaa.gov/products/analysis_monitoring/enso/roni/v5/
- https://www.cpc.ncep.noaa.gov/products/analysis_monitoring/enso/oni/v5/
- https://www.cpc.ncep.noaa.gov/data/indices/ersst5.nino.mth.91-20.ascii
- https://www.ncei.noaa.gov/pub/data/cirs/climdiv/climdiv-pcpnst-v1.0.0-20261105
- https://www.ncei.noaa.gov/pub/data/cirs/climdiv/state-readme.txt
- https://www.weather.gov/index.php/disclaimer
- https://www.noaa.gov/office-education/outreach-communication/faq
- https://www.cpc.ncep.noaa.gov/products/analysis_monitoring/enso/roni/announcement.php
Cited by
1 publicationPublic catalog entries on Sciscape.
- usesAutumn rain gave no clear added winter rain prediction gain beyond RONI in four western US states in 1981-2025
Prior California RONI replacement benchmark set the ocean reference. Source data overlap; this is not independent confirmation.