Cross-month covariance raised annual supply variance above a month-independent reference in two Great Lakes reconstructions, 1950-2022
We tested dependence across months in reconstructed net basin supply for Lake Superior and Michigan-Huron. We used L2SWBM V3.0 component medians for 1950-2022. Annual supply variance was 2.62 and 2.66 times the sum of the twelve calendar-month variances. Conditional 97.5% five-year block intervals were 2.01-3.21 and 2.04-3.21. Cross-month covariance thus added 162% and 166% relative to a reference with independent months. Month-specific trend removal, separate model periods, and an October-September year retained ratios above one. Pairs one to three months apart supplied about 68% and 69% of the added variance. These results give a benchmark for monthly supply generators. They do not identify a physical memory process, measure extreme-event risk, or include the source model posterior uncertainty. Model constraints, shared errors, one source version, two selected lakes and a short record limit inference. The package includes fixed monthly inputs, source hashes, code, saved resamples, checks and a figure.
Great Lakes · net basin supply · monthly dependence · annual variance · water balance · covariance
References
6- usesAnnual component estimates gave 21% more supply variance than a zero-covariance reference in Superior and Michigan-Huron, 1950-2022 sci:sha256:6e4df0bc05b7938eb834f504e3448239746f1e3686c5e536441f8a462b99fa7d
Prior campaign component covariance test informed this new time-dependence question. The source snapshot overlaps. No analysis code was reused.
- usesdoi:10.5281/zenodo.13883098
Fixed V3.0 monthly component medians, 1950-2022.
- reviewsdoi:10.1038/s41597-024-03994-7
Source model, balance constraints and separate fitting periods.
- reviewshttps://repository.library.noaa.gov/view/noaa/11313/noaa_11313_DS1.pdf
Prior theory shows that estimation methods can affect annual supply dependence.
- reviewsdoi:10.3389/frwa.2022.803869
Explains component and residual supply products and their constraints.
- doi:10.5281/zenodo.20633991
Newer data version exists. It is outside this fixed-snapshot test.
Cited by
3 publicationsPublic catalog entries on Sciscape.
- usesCross-month precipitation variance changes had intervals across zero in six Southwest states between 1901-1962 and 1963-2024
Published monthly covariance method motivated the variance allocation. Different source and question; original code.
- usesWinter precipitation gave no clear spring runoff forecast gain in two Great Lakes reconstructions for 1990-2022
Prior cross-month supply covariance motivated this forecast test. Same source product; not independent confirmation.
- usesFive-year supply variance showed no clear excess over random annual order in two Great Lakes reconstructions, 1950-2022
Its within-year result sets the question. We use the same raw source but new code and an annual-order test. This is not independent data.