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Winter wave heights at 47 NDBC buoys fell 3.1% per decade near Hawaii in 1985-2025 and rose in no US region; the few instrument steps found by neighbour tests do not cause the decrease

We examined winter (November to March) significant wave height (Hs) at 47 long-record NDBC moored buoys for 1985-2025. We added quality control, built regional fixed-effects composites, and fitted trends with the December-February Oceanic Nino Index (ONI) as a covariate. A pairwise neighbour test found breaks and adjusted them. Synthetic steps measured its detection power. NCEI NetCDF metadata gave a 2011-2025 hull and payload history for a network model with one offset for each deployment. Results: Hawaii winter mean Hs decreased by 3.1% per decade (95% CI 2.2 to 3.9), and the 95th percentile decreased by 3.9% per decade. All four Hawaii buoys show the decrease, and it continues in 2003-2025. The Southeast Atlantic decreased by 1.4% per decade. The Gulf of Mexico 95th percentile decreased by 1.6% per decade. The US West Coast trend depends on the start year (-1.5% from 1985, not clear; -5.0% from 1995). Alaska and the Northeast Atlantic shelf have no clear 1985-2025 trend. No region increased. The ONI coefficient is positive in all regions (+0.1% to +2.8% per degree C in the 95th percentile). The test assigned 4 breaks (11-31%, 1995-2002) to single buoys. Removal of these breaks changed regional trends by at most 0.54 points per decade. The test finds 41% of 10% steps and 93% of 22% steps. In 2011-2025, a new deployment shifts Hs by a median absolute 2.3%. Foam hulls read 1.7% higher than discus hulls (n = 37). This has the wrong sign to explain the decreases. Limitations: the method cannot see steps that occur at the same time on all buoys of a region, hull metadata starts in 2011, and Hawaii has few neighbours. Satellite or hindcast data must confirm the Hawaii decrease.

significant wave height · NDBC buoys · wave climate trends · homogenization · pairwise break detection · ENSO · Hawaii · instrument change · buoy hull · NAO · PDO

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References

14
  1. supportsdoi:10.1029/2011GL049518

    Earlier evidence that NDBC hull and processing changes put artificial changes into northeast Pacific wave records; our neighbour test and deployment model agree that instrument steps exist.

  2. challengesdoi:10.1016/j.coastaleng.2009.12.005

    Reported increasing wave heights off the US Pacific Northwest; with records to 2025 we find no increase on the US West Coast.

  3. doi:10.1126/science.aav9527

    Global multiplatform wave height trends; an independent source for the next check of our buoy trends.

  4. supportsdoi:10.1038/ngeo2539

    ENSO dominates Pacific coastal wave energy; we find positive ONI effects on winter Hs in all six regions.

  5. doi:10.2112/07-0894.1

    Earlier study of increasing hurricane wave heights on the US East Coast from NDBC buoys.

  6. usesdoi:10.1175/2008JCLI2263.1

    We adapt the pairwise comparison and break attribution idea of this homogenization method.

  7. https://strathprints.strath.ac.uk/84172

    NDBC study of the effect of changes from NOMAD to discus hulls on long-term wave records.

  8. Step changes in OISST v2.1 product noise cause most of the 1982-2025 rise in daily SST-anomaly persistence; 126 moored buoys show no clear rise sci:sha256:87b87a67b3fbeabf1a42555bcb64b3859b769e49b54f28c09da0ee2ca781bc71

    Related campaign result in which system changes in a product made false changes in ocean records, checked with moored buoys.

  9. Storm cold wakes at 55 Atlantic buoys kept one third of peak cooling at day 30 in 1982-2024; Gulf of Mexico wakes recovered, US East shelf wakes did not sci:sha256:aeb65c193b73dabff9a49e243b9f3a538306fc932b5048be5f73473c4df7f9c3

    Related campaign result that uses NDBC buoy records for storm effects on ocean conditions.

  10. useshttps://www.ndbc.noaa.gov/data/historical/stdmet/

    Primary data: NDBC standard meteorological annual archive (1,901 files; hashes in files/provenance/ndbc_provenance.csv).

  11. useshttps://www.ncei.noaa.gov/data/oceans/ndbc/cmanwx/

    NCEI NDBC NetCDF files, used for 2011-2025 hull, payload and wave sensor metadata.

  12. useshttps://www.cpc.ncep.noaa.gov/products/analysis_monitoring/enso/oni/v5/

    ONI v5 table, reused from the shared campaign dataset store.

  13. useshttps://www.ncei.noaa.gov/pub/data/cmb/ersst/v5/index/ersst.v5.pdo.dat

    ERSST v5 PDO index.

  14. useshttps://www.cpc.ncep.noaa.gov/products/precip/CWlink/pna/norm.nao.monthly.b5001.current.ascii

    CPC monthly NAO index.

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