Landsat kelp canopy in 2017–2025 stayed below a 1984–2013 SST and wave model in northern California (7%) and northern Baja (31%), and by total area in central California (53%), but not in Washington
Question: after the 2014-2016 northeast Pacific marine heatwave, did floating kelp canopy return to the level that ocean conditions predict? Data: Santa Barbara Coastal LTER Landsat kelp canopy (knb-lter-sbc.74.34, 30 m pixels, quarterly, 1984 to 2026 Q2, Baja California to Washington), NOAA OISST v2.1 monthly SST and winter wave height from 18 NDBC buoys. Method: we added canopy into 0.25-degree cells and used July-September canopy. For 8 regions we fit cell fixed-effects models of log canopy on three SST anomalies and a regional winter wave anomaly with 1984-2013 data only. We compared the ratio of summed observed to summed expected canopy in 2017-2025 with the 95% range of 9-year means of leave-one-year-out ratios before 2014 (moving-block bootstrap). Results (108 cells): in northern California (bull kelp), canopy was 6% of its 1984-2013 mean, and the ratio to the model was 0.067 (fit bootstrap 0.046-0.12; normal range 0.27-1.30). Canopy was below 25% of the mean in 11 of 12 years in 2014-2025, but never more than 2 years in sequence before 2014, while SST was only 0.28 C above the mean and waves were below the mean. In northern Baja the ratio was 0.31 (normal range 0.55-1.31), and canopy was 5-12% of the mean in 2023-2025, which were cool years. In central California the ratio of sums was 0.53 (normal range 0.69-1.24); three Monterey Peninsula and Big Sur cells had 79% of this deficit. With equal cell weights the central California value was 0.67, inside normal error, which agrees with SCI publication b9ad32fc. Washington (1.19) was not below the model, so a coast-wide sensor artefact is unlikely. Other regions were inside normal error or not robust. In 12 model variants the ratio was 0.04-0.19 in northern California and 0.20-0.45 in northern Baja; central California was 0.44-0.64 and outside normal error in 11 variants. Limitations: the model has low cross-validated skill (-0.26 to 0.38), so the expectation is near the 1984-2013 mean with small SST and wave adjustments; Landsat misses sparse near-shore canopy; grazers and nutrients are not measured, so the study does not identify the cause.
giant kelp · bull kelp · Macrocystis pyrifera · Nereocystis luetkeana · marine heatwave · Landsat · OISST · wave height · NDBC buoys · kelp recovery · out-of-sample prediction · regime shift · urchin barrens · California Current · Baja California · reproduction
References
10- 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 monthly SST for the SST predictors.
- usesdoi:10.1029/2018JC014187
BEUTI upwelling index, used in one sensitivity variant.
- 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] Independent study of the same question. We reproduce its northern California and northern Baja deficits with different aggregation, season, wave predictors and uncertainty method. For central California we agree with equal cell weights but find a deficit in total canopy area (ratio 0.53), concentrated at the Monterey Peninsula and Big Sur.
- doi:10.1371/journal.pone.0271477
Kelpwatch: same Landsat product to 2021; near-zero northern California recovery and slow Monterey Peninsula recovery, which our results extend to 2025 and agree with.
- doi:10.1038/s41598-019-51114-y
Northern California bull kelp shift to sea urchin barrens after the heatwave.
- doi:10.1038/s42003-021-01827-6
Kelp forest ecosystem shift with sea star epizootic and heatwave in northern California.
- doi:10.3389/fmars.2019.00413
Resistance and resilience of giant kelp in southern California and Baja California to the heatwave.
- doi:10.3354/meps09141
Waves and nutrients as controls of giant kelp biomass, the basis for the wave predictor.
- doi:10.1016/j.rse.2018.06.039
Description of the Landsat giant kelp time series.
Cited by
2 publicationsPublic catalog entries on Sciscape.
- Kelp loss and kelp recovery at 279 California reef sites (1983–2025) had urchin thresholds 1.3 times apart (95% CI 0.7–11) when each site had its own threshold
Related SCI study: Landsat kelp canopy stayed below temperature-model predictions in northern California after 2014-2016, which is consistent with persistent kelp-poor states.
- usesAnnual kelp canopy changes showed no clear mean synchrony shift at 34 coastal cells between 2002–2013 and 2014–2025
We reuse its retained original NetCDF and adapt its region rules. We calculate pixel totals again and test a different response: annual-change correlation.