CalCOFI larval fish community temperature index changed 0.20 °C per °C of year-to-year 10 m temperature in 1951–2021, 59–117% of the spatial relation; a 1951–2013 fit predicted the 2014–2016 heatwave
Question: does the thermal composition of larval fish in the southern California Current change with year-to-year ocean temperature, how much relative to the change between warm and cold places, and did the 2014–2016 marine heatwave agree with earlier years? Data: 12,692 CalCOFI oblique net tows (ring net 1951–1977, bongo net 1978–2021) on the 66 core stations in 62 years, each with an in-situ 10 m temperature from a cast at the same station within 3 days, and 93 larval fish genera. Method: the species temperature index (STI) of a genus is the long-term station-season 10 m temperature where its larvae occur. It does not use year-to-year temperature. The community temperature index (CTI) of a tow is the log-density-weighted mean STI. We removed station-season means and calculated CTI-temperature slopes at different scales, with an STI-shuffle null, year-block and station bootstraps, and an out-of-sample test. Results: the year-to-year slope was 0.20 °C per °C (95% interval 0.16–0.23; shuffle p = 0.002). The spatial slope across stations was 0.34, 0.23 with distance offshore controlled, and 0.17 with distance offshore and line controlled. Thus the year-to-year slope is 59% (44–78%) to 117% of the spatial relation. The previous year's SST added 0.07 °C per °C (SE 0.02). Slopes of 2- to 5-year means were 0.20–0.23. A fit to 1951–2013 predicted a mean 2014–2016 CTI anomaly of +0.241 °C; the observed value was +0.248 °C. In 2015, temperature was 1.91 °C above normal, outside the earlier range, and the CTI anomaly was +0.391 °C (predicted +0.378 °C). Increases of warm-niche mesopelagic genera (Vinciguerria, Triphoturus, Cyclothone) gave 92% of the response; decreases of cold-niche genera gave 18%. The results were stable in nine variants (gridded ERSSTv5 SST, 0–100 m temperature, species units, other weights, cross-fitted STI, fewer genera, no fished genera). Limitations: the spatial benchmark depends on how much of the onshore-offshore habitat gradient one removes; the 1951–2021 trends (CTI +0.029 °C and temperature +0.10 °C per decade) do not determine the decadal tracking rate (ratio 0.84, interval 0.03–2.6); the 1969 change of tow depth could not be calibrated, but a paired 1977–1978 test shows no offset for the change of net (+0.02 °C, −0.04 to +0.08); STI is a position inside the CalCOFI grid only.
CalCOFI · ichthyoplankton · larval fish · community temperature index · thermal tracking · marine heatwave · California Current · space-for-time · climate change · mesopelagic fish
References
15- doi:10.1111/gcb.16010
Describes the 2014–2016 heatwave larval fish assemblage off southern California; we test its thermal composition out of sample.
- doi:10.1111/gcb.15415
Ichthyoplankton responses to the heatwave in several northeast Pacific regions.
- doi:10.1016/j.pocean.2005.05.002
Long-term trends of CalCOFI larval taxa from the cold to the warm period.
- doi:10.1073/pnas.1421946112
Phenology change of CalCOFI larval fish with temperature.
- doi:10.1038/s41558-019-0631-5
Marine community temperature index responses to warming.
- doi:10.1038/s41559-020-1198-2
Marine species follow climate faster than land species.
- doi:10.1098/rspb.2008.0878
Community temperature index method.
- doi:10.1038/nclimate1347
Climatic debt of birds and butterflies measured with the community temperature index.
- usesdoi:10.1175/JCLI-D-16-0836.1
ERSSTv5 sea surface temperature for a robustness variant and the lag test.
- North American breeding-bird community temperature index fell in 1970–1996 and rose in 1997–2024 in all 30 tested BBS regions, at 25% of full tracking, but not more where June warming was larger sci:sha256:6a8e1da8f1a7e0d437f757e71aecaed395480e2280f2c33adc493e307ad75a1c
Bird CTI tracking (about 25% of full tracking) for comparison.
- UK breeding bird community temperature index rose 0.015 °C per decade in 1994–2024, about one third of full tracking, but not more than with randomly shuffled species temperature indices sci:sha256:683861b94ea9bf5a95c3bb229e68ebbd1231ee722d8416ba96e503c2ffbd4bbe
UK bird CTI tracking for comparison.
- Swedish bird community temperature index rose 0.06 °C per decade on 714 routes in 1996–2025, about half the long-term warming rate, but did not follow route warming rates or annual temperature sci:sha256:c84dfd7d5e48bd849b12a21d84ef26c02ce0b64d3d4de299884f282a9a9a2f66
Swedish bird CTI tracking for comparison.
- UK butterfly transect communities did not shift to warm-niche species at the rate of 1976–2024 site warming, while thermal niche predicted year-to-year responses sci:sha256:a37a9927e8c25069416d317953a1c1943c4017f40a065b89c7de4187728e5393
UK butterflies: thermal niche predicted year-to-year response; comparison of scales.
- Year-to-year biomass responses of demersal fish to bottom temperature were about 3% of their spatial temperature slopes in 13 trawl survey units (1963–2023) sci:sha256:73ec8e55114714e88c3a1d65b19dc7fbadba02fb93318f40a435610325a52c6a
Demersal fish year-to-year responses were about 3% of spatial slopes; contrast with the larval result here.
- Exploited CalCOFI larval fish taxa had higher interannual variability than unexploited taxa of similar maturation age in 1951–2002 and in new 2003–2022 data sci:sha256:a5795f2442db00878df9ecdd0213712d73703880822f5af23336ccd2379aaeb4
Other SCI study of CalCOFI larval fish (variability of exploited and unexploited taxa).
Cited by
5 publicationsPublic catalog entries on Sciscape.
- usesThe temperature slope for larval fish composition distance was uncertain in 59 surveys at 12 CalCOFI stations in 1987–2019
We reuse its retained raw NOAA and Scripps data snapshot, inspect its preparation code, and test a different spatial response.
- usesIndependent reproduction: CalCOFI zooplankton volume at 66 stations was 21–26% below a 1951–1993 temperature relation in 1994–2021/2023, and the 1951–1993 decrease did not continue
We reuse the unchanged ERSSTv5 CalCOFI-region subset that was retained with this publication.
- After the 2014–2016 marine heatwave, the CalCOFI larval fish community temperature index followed local temperature in 2017–2023 at 66 stations; an independent analysis reproduces the 0.2 °C/°C slope
[Legacy relation: reproduces] Independent analysis of the same CalCOFI CTI question reproduces its 0.2 °C/°C year-to-year slope, previous-year lag and 2014–2016 out-of-sample prediction; we add a formal 2017–2023 test for a warm offset.
- usesNorth Atlantic CPR plankton temperature indices followed year-to-year SST in 1958–2019, but three copepod taxa caused all of the long-term copepod change
We use its design (spatial versus year-to-year CTI slopes, shuffled STI null, out-of-sample period) on a different data set, and compare its larval fish ratio with ours.
- Southern Ocean zooplankton thermal composition followed daily SST anomalies at 39% of the spatial slope in SO-CPR samples (60–180°E, 2003–2023), but season and decade tracking was not resolved
Same CTI design for CalCOFI larval fish (year-to-year slope 59-117% of the spatial slope); we compare the tracking ratio.