Applying a mathematical model to the period 1982–2016, in PNAS Gobler et al. (1) propose that ocean warming has expanded the niche for harmful algal blooms (HABs) of the species Dinophysis acuminata and Alexandrium fundyense, which can generate shellfish toxicity and pose risks to human health. The authors’ model predicts an increase in the growth rate and in the duration of the bloom season for these species, with a “hot spot” being the North Eastern Atlantic (NEA) and North Sea (NS) waters surrounding the United Kingdom. Using ships of opportunity, the Continuous Plankton Recorder (CPR) has surveyed offshore phytoplankton populations (including Dinophysis, but not Alexandrium) in this region since 1958 (2). We used Dinophysis spp. data to evaluate the model’s predictions, as species data were not available before 2004.
Growth rate is not easily calculated from in situ data, but one might reasonably expect enhanced growth to lead to increased cell abundance. We therefore determined the annual mean CPR surveyed Dinophysis concentration in the NEA and NS. Using the modified Chelton method to remove serial autocorrelation (3), we found that over the modeled period (1982–2015) and the whole CPR time series (1958–2015) there was no statistically significant positive relationship between Dinophysis abundance and sea-surface temperature (4) in the modeled area over either the whole year or the April to September growth season, a result consistent with a previous study (5).
Dinophysis-generated shellfish toxicity is related to short-term “bloom” events of elevated abundance. Harm from Dinophysis could therefore increase despite annual abundance decreases, should more frequent or larger blooms occur. Fig. 1 shows that, while there have been periods of large Dinophysis blooms in the region, these mostly occurred during the early 1970s and the late 1980s, and have been followed by a period of briefer bloom events from the mid-2000s until 2014. In Fig. 2, by calculating the percentage of days per year that Dinophysis abundance was greater than two SDs above the mean of the whole series, we also show that there is no increasing trend in number or annual duration of blooms.
Fig. 1.
Heatmap of periods of large Dinophysis blooms in the modeled region by month and year.
Fig. 2.
The percentage of days in each year that the abundance of Dinophysis spp., as detected by the CPR in the modeled region, was greater than two SD above the mean.
Understanding the long-term trends of Dinophysis concentrations is important in NEA waters as significant increases in shellfish aquaculture are planned in the region. The work of Gobler et al. (1) is valuable in demonstrating the potential for increasing water temperature to increase the associated HAB risk. However, our data indicate that the modeled increases in D. acuminata growth rate are not evident in terms of increases in the annual mean, number of Dinophysis blooms, or their duration. Gobler et al. used empirical laboratory evidence of increasing D. acuminata growth rate with increasing temperature to parameterize an individual-based model. Dinophysis populations exist within a complex planktonic food web and are often comprised of more than one species, with different environmental preferences. Our results suggest that other factors, such as prey availability, predation, or ecological interactions are currently limiting any temperature-driven increase in Dinophysis in the region. It will be necessary to incorporate these factors within models to fully evaluate climate-driven HAB risk.
Supplementary Material
Acknowledgments
This work was accomplished as part of a PhD studentship funded by the European Social Fund and Scottish Funding Council, which is part of Developing Scotland's Workforce in the Scotland 2014–2020 European Structural and Investment Fund Programme.
Footnotes
The authors declare no conflict of interest.
References
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