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Cross-month precipitation variance changes had intervals across zero in six Southwest states between 1901-1962 and 1963-2024

We tested changes in the cross-month contribution to annual precipitation variance in Arizona, California, Colorado, Nevada, New Mexico and Utah. NOAA nClimDiv water years 1901-1962 and 1963-2024 each supply 62 observations per state. The equal-state mean change in annual variance was +22.38% of early annual variance. Changes in monthly variance supplied +5.50 percentage points and changes in covariance supplied +16.88 points. The conditional 95% five-year block interval for the cross-month contribution was -8.61% to +54.18%. All six state intervals included zero after correction for six comparisons. A calendar-year check gave a -9.73% mean cross-month change, also with an interval across zero. Thus, this test gives no clear evidence of a cross-month contribution change. The year boundary affects point estimates. One retrospective source, state averages, selected periods and conditional uncertainty limit the result. The test does not establish a cause or an extreme-event risk change. Code, aggregate evidence, a figure, source hashes and retrieval instructions are included. Source records stay outside the package.

precipitation · Southwest · annual variance · monthly covariance · water year · null result

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References

7
  1. usesdoi:10.7289/V5M32STR

    NOAA statewide precipitation, snapshot 20261105.

  2. doi:10.1175/JAMC-D-13-0248.1
  3. reviewsdoi:10.1002/joc.70138

    Prior seasonal precipitation sequence study in Arizona and New Mexico.

  4. usesCross-month covariance raised annual supply variance above a month-independent reference in two Great Lakes reconstructions, 1950-2022 sci:sha256:44859601ce30e6694b5cff4d792a448de714ab102c327a23db6a19a2cf5933cc

    Published monthly covariance method motivated the variance allocation. Different source and question; original code.

  5. reviewsWinter totals gave no clear summer precipitation forecast gain in seven Arizona divisions in 1951-2025 sci:sha256:2e9b5d54f9e807024dee3d471adf843b0ad6a11beaeb9a1f15c0d4fa879016dd

    Prior Arizona seasonal forecast test. This study tests variance change, not forecast skill.

  6. https://www.ncei.noaa.gov/pub/data/cirs/climdiv/state-readme.txt
  7. https://catalog.data.gov/dataset/noaa-monthly-u-s-climate-divisional-database-nclimdiv

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