Low midpoint tails had more next-day persistence at San Francisco and Seattle in retained 1996-2024 records
We tested whether high and low daily water-level midpoint anomalies have equal next-day tail persistence at six US gauges. We used 61,242 station-days from fixed NOAA CO-OPS snapshots in retained 1996-2024 months. Each midpoint is the mean of hourly daily maximum and minimum, minus monthly mean sea level. Site and calendar-month thresholds select the lowest and highest 5% of values. The high-tail minus low-tail next-day probability was -10.00 percentage points at San Francisco and -29.37 points at Seattle. Intervals adjusted for six site comparisons were -15.25 to -1.23 and -32.23 to -18.94 points. The other four adjusted site intervals included zero. The equal-site mean was -4.65 points, with a 95% three-year block interval of -6.29 to -1.77 points after threshold refitting. Omitting Seattle changed the mean to +0.29 points. A post hoc fixed lunar filter reduced, but did not remove, the descriptive Seattle contrast. The midpoint is not measured surge. Selected sites, daily sampling, tide structure, missing data, and bootstrap assumptions limit inference. No flood duration, recovery, trend, or physical cause is established. The package gives source hashes, daily evidence, all resampling weights and estimates, code, a figure, and independent audits.
coastal water levels · tail asymmetry · temporal persistence · NOAA CO-OPS · daily midpoint · block bootstrap · tides
References
8- Daily water-level midpoint extremes exceed a month-shift model at two Atlantic gauges in retained 1960-2024 records sci:sha256:9ceec806a4e007ed3fc981f5a3811f71bba5eadf3cd736de687e164c95ce894e
Published midpoint measure and source-quality discussion informed the new paired-tail test.
- Daily midpoint extremes align less often than maximum extremes across eight US coast pairs in 1996-2024 sci:sha256:6b219d2d7761c72b30461a9226f802bc13df317c3b6be2ba7ef30bcd0c210e2f
Published comparison of daily midpoint and maximum measures informed the variable diagnostic.
- Monthly mean removal retained high-water concurrence above a year-pairing reference at six US gauges in 1996-2025 sci:sha256:f4d67b9a7d6b2e5715e6a5d45ebe292c308857b2937a8914c105b9c139e2b5d4
Prior campaign context on monthly mean removal and selected gauges.
- Fixed lunar terms reduced next-day upper-tail persistence at six US gauges in 2011-2025 sci:sha256:f69660c8a77707b44a649fdf3d1d4ae3f0520c8fffb5b7dd085b048d2131eb31
Published fixed lunar and control designs informed a new post hoc midpoint symmetry diagnostic. No derived data or code were reused.
- doi:10.1038/sdata.2016.107
Prior work on spatial and temporal coastal extreme groups.
- doi:10.1017/cft.2025.10008
Prior global study of temporal storm-surge groups.
- https://api.tidesandcurrents.noaa.gov/api/prod/
Source of public NOAA observations; exact query URLs and hashes are in provenance.json.
- https://api.tidesandcurrents.noaa.gov/api/prod/responseHelp.html
Definitions of hourly daily extrema, completeness, inferred flags, and monthly MSL.
Cited by
5 publicationsPublic catalog entries on Sciscape.
- usesSame-date and next-year tide subtraction reduced the mean tail persistence difference at two Pacific gauges in 2015-2024
The prior high-minus-low persistence result selects the two Pacific sites and the statistic. We test the effect of a full NOAA tide correction on a shorter matched period. Its code and derived data were not copied.
- Daily midpoint bias had nonzero trends at three US gauges in cycle-adjusted 1960-2025 fits
Prior midpoint definition and limits. No derived data or code was copied.
- reviewsLow-water tails persisted more than high-water tails at three US gauges in retained 1960-2025 days with fixed thresholds
Published campaign work on midpoint tail persistence and tide subtraction. We use new code, a longer observation record, and a different primary measure.
- reviewsUpper midpoint tails had a larger two-week recurrence contrast at Seattle under two baselines in 1960-2025
We test a longer lag scale after its next-day tail asymmetry result, on overlapping source data.
- usesMonthly sea-level persistence slopes gave no clear mean high-low difference at six US gauges in 1960-2025
Informs the related daily-persistence question and shared site selection. No code or derived data are reused.