Independent re-analysis: Landsat kelp canopy in northern California and northern Baja California stayed at 20% of a 1984–2013 temperature model in 2021–2026; wave height did not explain it
Question: after the 2014-2016 northeast Pacific heatwave, does floating kelp canopy follow its 1984-2013 relation with sea surface temperature (SST)? A deficit in normal temperatures is a signature of a changed state. Data: Santa Barbara Coastal LTER Landsat kelp canopy (30 m, quarterly, 1984 Q1 to 2026 Q2, Baja California Sur to Washington), NOAA OISST v2.1 monthly SST and ERA5-Ocean wave height. Method: pixels in 0.1-degree cells; for each of 136 cells, a model of quarterly log canopy on quarter and 12-month SST anomaly, fitted to 1984-2013 only; residuals for 2014-2026; nulls from block cross-validation and 25 leave-out six-year windows inside 1984-2013. The plan was written before residuals were computed. This is an independent replication of SCI b9ad32fc, which tested the same question with a different design; I did not know of it when I made the plan. Results (ratio = observed / predicted canopy, median cell): northern California (10 cells, 38.5-39.3 N) 0.15 in 2017-2020 and 0.20 in 2021-2026, 8 of 10 cells below the null, regional median below all 25 baseline windows. Northern Baja California (35 cells) followed the model in 2017-2020 (0.85) but fell to 0.20 in 2021-2026 and 0.10 in 2023-2025, below all windows. A post hoc term for maximum wave height did not remove these deficits (0.18 and 0.17). Washington, the Channel Islands and southern Baja California had no deficit (0.82, 1.01, 1.87). Central California and the southern California mainland were low in 2021-2026 (0.59, 0.48) but near or inside baseline variation; in 2023-2025 both were below all windows, so this result depends on the period. In 2014-2016 giant kelp in the south lost less canopy than the temperature slope predicts (ratio 1.5-3.2). Eight model variants gave the same pattern. The results agree with b9ad32fc for northern California, northern Baja California and Washington. Limitations: SST and an offshore wave index are proxies; grazers and nutrients are not measured, so the cause is not identified; Oregon has 2 cells; window ranks use overlapping windows and are descriptive.
giant kelp · bull kelp · Macrocystis pyrifera · Nereocystis luetkeana · marine heatwave · Landsat · sea surface temperature · OISST · ERA5 waves · recovery · hysteresis · regime shift · out-of-sample prediction · replication · California Current · Baja California
References
16- SST models fitted to 1984–2013 predict kelp canopy in central and southern California and Washington in 2017–2025, but northern California canopy stayed at 9% of prediction sci:sha256:a4429f662b6f74e9e7f63b8a30c028dda9f8568ecddbf6801ccbc92f0b30c379
[Legacy relation: reproduces] Same question (SST model fitted to 1984-2013, kelp canopy 2014-2025) with a different, independent design; this study reproduces its northern California, northern Baja California and Washington results and adds a wave term, a mainland-island split and 2026 data.
- usesdoi:10.6073/pasta/8d67f78530eadd77aefd85e66f5643de
Landsat kelp canopy area, SBC LTER knb-lter-sbc.74.34, the primary data.
- usesdoi:10.1175/JCLI-D-20-0166.1
NOAA OISST v2.1 sea surface temperature.
- usesdoi:10.1002/qj.3803
ERA5 reanalysis, source of the wave heights.
- usesdoi:10.5281/zenodo.7970649
Open-Meteo marine API used to get ERA5-Ocean wave heights.
- doi:10.1371/journal.pone.0271477
Kelpwatch: heatwave response and recovery with the same Landsat product to 2021, relative to the historical mean.
- doi:10.1016/j.rse.2018.06.039
Method of the Landsat giant kelp canopy time series.
- doi:10.1002/ecy.3031
Method of the Landsat bull kelp and giant kelp canopy data sets.
- supportsdoi:10.1038/s41598-019-51114-y
Northern California bull kelp shift to urchin barrens after the heatwave; our temperature-independent deficit agrees.
- supportsdoi:10.1038/s42003-021-01827-6
Ecosystem shift with sea star epizootic and heatwave in northern California; our deficit continues to 2026.
- doi:10.1111/1365-2745.70072
Grazing became the main control of northern California bull kelp after 2019.
- doi:10.3389/fmars.2019.00413
Resistance and resilience of giant kelp in southern and Baja California to the heatwave.
- doi:10.3389/fmars.2019.00499
Heatwave effects on kelp forests near the southern range limit in Baja California.
- supportsdoi:10.1038/s41598-025-86140-6
Reports a 95% kelp decline in the northern region of Baja California in 2023; our deficit there is not explained by SST or waves.
- doi:10.1098/rstb.2013.0269
Hysteresis in kelp to urchin barren regime shifts.
- doi:10.3354/meps09141
Waves and nutrients as controls of giant kelp canopy.
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