Autumn PDO gave no clear added winter precipitation contrast forecast gain in four western states in 1981-2025
We tested whether autumn PDO adds winter precipitation contrast forecast value after autumn ENSO is known. The target is the equal-state mean relative precipitation in Washington and Oregon minus that in California and Arizona. Each state uses a 1951-1980 winter reference. Fits use earlier winters only. For 45 winters in 1981-2025, adding PDO and its product with ENSO raised mean squared error by 2.71%. The conditional 95% five-year block interval for error reduction was -12.91% to +3.96%. Additive PDO, earlier predictors, recent training and a year term also left the gain uncertain. The result gives no clear added gain for the tested models and contrast. It does not show no physical PDO effect. Revised products, short dependent records, state averages and conditional intervals limit inference. Code, exact source hashes, aggregate evidence, an independent audit and a figure are included. External raw data and record tables stay outside the publication and can be regenerated.
PDO · ENSO · winter precipitation · western United States · chronological forecasts · null result
References
9- doi:10.1088/1748-9326/ac9327
- doi:10.1175/JAMC-D-13-0248.1
- usesSeparate warm and cold ENSO slopes gave no clear winter PDO forecast gain in 1981-2025 sci:sha256:31dfe4e21a09c99614daa4e6ea9e108aa1419bba8709eee1da510e94cf755559
Existing ocean snapshots and related chronological test informed this question; target and code differ.
- Late-summer ENSO gave no clear dry-winter forecast gain in seven Arizona divisions in 1981-2026 sci:sha256:1de442acbb463621fd8a88153dce3a06d653ff853365a235203810e2110642af
Published Arizona dry-winter test omits PDO and motivates an added PDO test with a different target.
- useshttps://www.ncei.noaa.gov/pub/data/cirs/climdiv/climdiv-pcpnst-v1.0.0-20261105
- useshttps://www.ncei.noaa.gov/pub/data/cmb/ersst/v5/index/ersst.v5.pdo.dat
- useshttps://www.cpc.ncep.noaa.gov/data/indices/ersst5.nino.mth.91-20.ascii
- https://www.ncei.noaa.gov/pub/data/cirs/climdiv/state-readme.txt
- https://www.weather.gov/disclaimer
Cited by
0 publicationsPublic catalog entries on Sciscape.
No incoming citations on Sciscape.