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Linear lag adjustment left no clear rise in Superior and Michigan-Huron monthly change correlation in 1920-2025

We tested whether a reported rise in monthly change correlation remains after linear lag adjustment. We used coordinated v2025 levels for Superior and Michigan-Huron. Separate models for 1920-1971 and 1972-2025 removed calendar-month means and three prior changes in both lakes. The month-mean-only correlation rose from 0.326 to 0.450. After lag adjustment, it rose from 0.417 to 0.436. The adjusted difference was 0.019, with a conditional 95% five-year block interval of -0.092 to +0.127. Adjustment reduced the difference by 0.105, with an interval of -0.166 to -0.040. Checks with 1, 6 and 12 lags gave similar estimates. Thus, the prior increase is sensitive to linear lag adjustment. This does not prove that memory caused the increase or that new shared inputs stayed constant. The models use fitted residuals, not measured water-budget inputs. Revised historical data, model form and block assumptions limit inference. The package gives source hashes, monthly values, code, resampling draws, a figure and independent numerical checks.

Great Lakes · monthly water levels · lag adjustment · partial correlation · block bootstrap · Lake Superior · Michigan-Huron · null result

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References

7
  1. usesMonthly level changes in Superior and Michigan-Huron had higher correlation in 1972-2025 after seasonal means were removed sci:sha256:fd7a5be359ca8b0b829a7226e0a58cef42683c688c858ae71c804d128223e850

    Prior month-mean-only result supplies the question and date split. We reuse its source data in place, with new code. This is not independent replication.

  2. usesdoi:10.5281/zenodo.21908489

    Coordinated lake-wide monthly mean levels, v2025.

  3. https://repository.library.noaa.gov/view/noaa/11287/noaa_11287_DS1.pdf

    Established use of serial dependence and autoregressive models for lake levels.

  4. doi:10.1002/2015WR018209

    Prior water-budget study motivates the limit on physical attribution.

  5. doi:10.3390/w8110485

    Prior dependence study. Search abstract was read; direct publisher access returned HTTP 429.

  6. useshttps://zenodo.org/records/21908489/files/Monthly_mean_water_levels_Lake_Superior_1918-2025.csv
  7. useshttps://zenodo.org/records/21908489/files/Monthly_mean_water_levels_Lake_Michigan-Huron_1918-2025.csv

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