Abstract
Diel vertical migration exposes zooplankton to fluctuating environmental conditions. In our study, we investigated the physiological costs of diel temperature fluctuations of vertical migration in the neritic marine copepod Centropages typicus, and checked whether the direct effects of fluctuating temperature on copepod performance may differ from those of average temperature conditions (Jensen’s inequality). We determined the rates of egestion, egg production, and respiration of copepods exposed to four temperature regimes including one treatment that simulated diel vertical migration (DVM, 10 h at 14 °C and 14 h at 19 °C) and three treatments with constant temperature (14, 17 and 19 °C). We found that the physiological performance of C. typicus was not significantly different between fluctuating (DVM) and average (17 °C) temperature conditions, thus indicating that differences between varying and average temperature effects might not emerge in migrant zooplankton exposed to thermal variations of moderate magnitude (5 ºC). The copepods exposed to fluctuating temperature mimicking vertical migration (DVM) showed better performance (e.g. higher egg production) than those exposed to constant depth conditions (14 °C); however, no significant differences were detected when compared to constant surface conditions (19 °C). Our study indicates that neritic marine copepods experiencing daily moderate temperature fluctuations through vertical migration may not suffer physiological costs due to temperature associated with this behaviour. In this sense, these animals might have physiological mechanisms to compensate diel temperature fluctuations, which would represent a particularly relevant preadaptation to cope with the increased thermal variability predicted in future climates.
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Introduction
Zooplankton represent a vital trophic link between primary producers and fish in aquatic ecosystems (Turner 2004; Sommer and Sommer 2006). Many species of zooplankton conduct diel vertical migrations, frequently staying in upper waters at night and moving to deeper, darker layers during the daytime (Haney 1988). This migratory behaviour results in adaptive benefits such as a lower mortality risk from visual predation, or the protection against damaging UV radiation during daylight hours (Bollens and Frost 1989, 1991; Williamson et al. 2011). However, migrant zooplankton typically face different conditions of temperature and food availability through the water column that might affect their fitness (Geller 1986; Loose and Dawidowicz 1994; Pearre 2003). McLaren (1963) and Enright (1977) initially suggested that feeding in upper, warmer layers at night and resting in deeper, colder waters during the daytime could provide an energy bonus to invest in growth and reproduction. Experimental studies, however, demonstrated that fluctuating environmental conditions experienced by diel migrators (mostly Daphnia) usually imply detrimental metabolic costs compared to non-migrating conditions in upper layers (Swift 1976; Orcutt and Porter 1983; Stich and Lampert 1984; Lampert et al. 1988; Loose and Dawidowicz 1994). In this respect, migrant zooplankton might be better adapted to cope with fluctuating conditions of vertical migration than non-migrants, thus optimizing the trade-offs derived from their migratory behaviour (Stich and Lampert 1984).
Changes in temperature during vertical migration could have even a more significant impact than varying food conditions on the life history traits of zooplankton (Loose and Dawidowicz 1994; Winder et al. 2003). Generally, zooplankton exposed to diel temperature fluctuations show a physiological performance that is intermediate between the performances at the lower and upper thermal limits (Vuorinen 1987; Reichwaldt et al. 2005). The effects of fluctuating temperature on animals, however, might not be necessarily inferred from the study of average temperature effects according to the mathematical property of nonlinear averaging known as Jensen’s inequality (Ruel and Ayres 1999). The differences between fluctuating and average temperature effects predicted by Jensen’s inequality have indeed been confirmed for a wide variety of physiological processes in animals, particularly in insects (Colinet et al. 2015), but still remain poorly documented in aquatic organisms facing wide temperature fluctuations on a daily basis, such as migrant zooplankton. In this regard, Orcutt and Porter (1983) found that the life history parameters of Daphnia parvula could be positively affected by fluctuating temperature of vertical migration in comparison to constant mean temperature conditions. Lock and McLaren (1970), however, reported that the female lengths of the copepod Pseudocalanus minutus did not show any significant difference between varying and average temperature regimes. The recent increasing awareness of Jensen’s inequality among biologists has certainly improved our capability to determine the physiological performance of organisms under natural conditions of short-term temperature fluctuations (Denny 2017; Morash et al. 2018). Despite the growing number of studies, most of the recent literature about the effects of fluctuating temperature on zooplankton has focused on freshwater cladocerans (Mikulski et al. 2017; Isanta Navarro et al. 2019; Hahn and von Elert 2020), whereas such effects remain largely unexplored in other important zooplankton groups like copepods (Zhou and Sun 2017).
Copepods are among the most abundant mesozooplankton worldwide, particularly in pelagic systems (Longhurst 1985; Boxshall and Defaye 2008). Many copepod species face temperature fluctuations through vertical migration in both freshwater and marine environments (Roe 1984; Geller 1986; Atkinson et al. 1992). It is well known that temperature can affect copepod fitness regarding their rates of growth and development (Vidal 1980; Huntley and Lopez 1992), feeding (Kiørboe et al. 1982; Durbin and Durbin 1992), egg production (Hirche et al. 1997; Koski and Kuosa 1999), and oxygen consumption (Hirche 1987; Ikeda et al. 2001). Considering the current lack of records, the study of the effects of temperature fluctuations on copepod performance is essential knowledge to improve our capability to estimate energy fluxes within aquatic food webs, as well as provide insights about the susceptibility of copepods to future climate change scenarios (Vasseur et al. 2014).
In our study, we aimed to determine the physiological costs of diel temperature fluctuations involved in vertical migration in the neritic marine copepod Centropages typicus, and examine the different effects that might emerge between varying and average temperature conditions (Jensen’s inequality). We exposed this copepod species to four temperature regimes simulating different migratory patterns and analysed functional traits related to feeding, reproduction, and basal metabolism. C. typicus represents one of the dominant copepod species in coastal waters of the Mediterranean Sea, the North Sea, and different areas of the East and North Atlantic Ocean, reaching abundances of several hundreds of individuals per cubic meter (Ianora and Buttino 1990; Calbet et al. 2001; Halsband-Lenk et al. 2002; Bonnet et al. 2007). In the NW Mediterranean C. typicus populations show strong seasonal fluctuations in abundance with peaks in spring-early summer, and around 7 generations per year (Ianora and Buttino 1990; Saiz et al. 2014). The range of temperatures used in our experiments corresponded to those experienced by C. typicus populations in the NW Mediterranean throughout the extent of their vertical migration from surface waters (night hours) down to 50–90 m deep during the daytime (Alcaraz 1985; Saiz and Alcaraz 1990; Saiz et al. 1992, 1999). Additionally, we checked whether the physiological performance of copepods under fluctuating temperature conditions could be predicted accurately from their performance in the upper and lower thermal limits.
Materials and methods
Prey and copepod cultures
The dinoflagellate Oxyrrhis marina was used as copepod food in copepod cultures and experiments. O. marina was grown in 0.1-µm filtered seawater fed with the algae Rhodomonas salina. The stock culture of R. salina was grown in f/2 medium (Guillard 1983). The O. marina cultures were not supplied with food for 48 h before experiments to ensure the absence of R. salina cells during incubations. All the O. marina and R. salina cultures were kept in a temperature-controlled room at 19 ± 0.5 °C and a 10 h:14 h light:dark cycle.
Eggs from the calanoid copepod C. typicus were obtained from a copepod stock culture kept at the Institut de Ciències del Mar (ICM, CSIC). This copepod line was collected in waters off Barcelona and isolated in May 2017. Around 25,000 eggs were siphoned out from the tank bottom of the copepod stock culture and placed in a new tank with 15 L of 0.1-µm filtered seawater. The new copepod cohort was fed with O. marina and kept at the same temperature and photoperiod conditions as specified for the prey cultures. During the development process of the cohort, the volume of the copepod culture was increased from 15 L (nauplii) to 20–28 L (copepodites) and 32 L (adults). At the moment of the experiments, there were about 10,000–12,000 adults (1:1 sex ratio) in the tank.
Copepod acclimation to temperature regimes before experiments
Four open 72-L baths containing 33 L of filtered seawater were set at different temperature regimes using Teco water temperature conditioners (models TK2000 and TK500). The four temperature regimes were selected according to the typical temperatures that copepods (C. typicus) may experience in the Western Mediterranean in spring (Alcaraz 1985; Saiz et al. 1999). The temperature regimes included one treatment with fluctuating temperature that simulated diel vertical migration (DVM, 10 h at 14 °C during the daytime, and 14 h at 19 °C at night), and three treatments with constant temperatures: 14 °C (equivalent to 24 h at depth), 19 °C (equivalent to 24 h at the surface), and 17 °C (average DVM conditions considering the actual time spent at each temperature).
Four 4-L Nalgene bottles with filtered seawater were placed in each bath. In the case of fluctuating temperature treatment (DVM), the temperature of the Teco temperature-conditioner was manually switched to 14 and 19 °C at 8:30 and 18:30, respectively. Previous checks showed that the 5 °C temperature shifts in the temperature of the Nalgene bottle contents were fully reflected within a 2-h timeframe, with most of the variation (4 ºC) occurring within the first hour. Adult copepods were collected from the main copepod tank with a 335-µm mesh sieve, and 160 individuals (1:1 sex ratio) were added to each Nalgene bottle. The copepods were acclimated to the different temperature regimes and fed ad libitum with O. marina [> 5 ppm, van Someren Gréve et al. (2017)] for 5–7 days before the experiments (Hirche et al. 1997). The prey concentrations in the Nalgene bottles were controlled daily by removing 2 L from each bottle and adding new water and O. marina to reach concentrations of 11–11.5 ppm. The O. marina concentrations from stock cultures and Nalgene bottles were determined with a Multisizer III Coulter counter. During the acclimation period, copepods were under a 10 h: 14 h light: dark cycle.
Experimental setup and sample processing
Two consecutive experiments were conducted on 7 and 9 July 2019 at Institut de Ciències del Mar (ICM, CSIC) using copepods that were temperature-acclimated for 5 and 7 days, respectively. The experiments consisted of 24-h incubations to determine the carbon and nitrogen contents as well as the rates of feeding, egg production, and respiration of C. typicus at the four temperature regimes specified before (i.e. DVM, 14 °C, 17 °C, 19 °C). Before the incubations, the copepods were collected from the Nalgene bottles with a 335-µm mesh sieve and placed in 250-mL bottles with temperature-conditioned filtered seawater for ca. 2 h until been transferred to the experimental bottles.
The feeding activity of copepods was assessed according to their egestion (defecation) rates (Nejstgaard et al. 2001; Besiktepe and Dam 2002). The rates of egestion and egg production were analysed in the same incubation bottles (620 mL), whereas the respiration rates were determined in separate bottles (67 mL). For egestion and egg production rates, a suspension of O. marina (ESD: 18.7 ± 0.8 μm) at 8.5 ppm (ca. 2200–2800 cells mL−1) was prepared using the Coulter Counter. Sixteen 620-mL Pyrex bottles (four bottles per temperature treatment) were filled with the prey suspension, and eight females of C. typicus were added to each bottle using a wide-mouth glass pipette. The bottles were then incubated for 24 h in the corresponding temperature treatments. At the end of the incubations, the bottle contents were sieved through a 200-µm mesh to collect copepods, and then through a 20-µm mesh to collect eggs and faecal pellets. Copepod survival was checked under a stereomicroscope, and the number of dead animals was noted (only one dead copepod in two out of thirty-two bottles considering both experiments). Copepods, eggs and faecal pellets were then fixed in either 4% formalin solution (copepods) or 2% acidic Lugol’s solution (eggs and faecal pellets) for counting and size determination. The faecal pellets and eggs were counted using a stereomicroscope. Photos of ca. 15–20 copepod females and ca. 180–200 faecal pellets were taken for each temperature treatment using an inverted microscope. The prosome length of copepods, and the length and width of faecal pellets were measured with the software ImageJ (Schneider et al. 2012). An ellipsoidal shape was assumed to calculate average pellet volumes.
The respiration rates of copepods were estimated based on the decrease of water oxygen saturation in the incubation bottles. Oxygen concentration in the water was measured with a PreSens 4-channel oxygen meter fitted with PSt3 probes. Temperature-conditioned filtered seawater at 89–98% oxygen saturation was used to fill thirty-two 67-mL incubation bottles (eight bottles per treatment). Half of the bottles (four per treatment) served as control bottles (only water), and the other half as experimental bottles (water with copepods). Twelve females of C. typicus were pipetted into each experimental bottle and all the bottles were incubated for 24 h. The copepod densities in the bottles should not affect the respiration rates of copepods (Nival et al. 1972; Svetlichny et al. 2012). After the incubations, the oxygen saturation in the water was measured for each bottle. The final oxygen saturations in the experimental bottles (i.e. bottles with copepods) were on average 84% and never fell below 77%. The copepods from the bottles were then sieved with a 200-µm mesh and their survival was checked under a stereomicroscope (one dead copepod in three out of thirty-two bottles in the two experiments). Subsequently, the copepods were fixed in formalin (4%) for counting, photographing and size measurements.
Finally, the carbon and nitrogen contents of copepods were determined using twenty-one pre-combusted GF/C filters in each experiment: one filter served as the filter blank (only filter), four filters as the water blanks (filter with water, one replicate per temperature treatment), and sixteen filters as the filters with copepods (ten females per filter, four replicates per temperature treatment). The filters were kept in Eppendorf vials, let dry at 60 °C for 48 h, and the carbon and nitrogen contents were determined with a FlashEA1112 Elemental Analyser.
Data analysis and statistics
The Q10 coefficients for the rates of egestion, egg production, and respiration of C. typicus were estimated based on the rates measured in the three temperature-fixed treatments (i.e., 14, 17, and 19 °C). The Q10 coefficients were calculated through the equation \(Q_{10} = e^{{\left( {\frac{{10E_{a} }}{{{\text{RT}}^{2} }}} \right)}}\) (Raven and Geider 1988), where Ea is the activation energy (J mol−1), R is the constant gas (8.3145 J K−1 mol−1), and T is the mean temperature (K) of the temperature range used to determine the Q10 coefficient. The activation energies of the different processes were obtained following the steps specified in Alcaraz et al. (2013). The rates of egg production and respiration of copepods were converted into carbon units using the conversion factor 29 ng C egg−1 by Saiz (unpubl.) and a respiratory quotient of 0.97 (Omori and Ikeda 1984) to determine ratios of egg production to respiration.
Statistical tests were performed using the software IBM SPSS Statistics 26. Randomized block design (RBD) ANOVA tests (carbon contents, nitrogen contents, molar C:N ratios, and egg production to respiration ratios of copepods), and a RBD MANOVA test (rates of egestion, egg production, and respiration) with experiment as block factor were applied to detect significant differences among temperature treatments. When temperature had a significant effect, Dunnett’s tests were run to check for significant differences between DVM (i.e. treatment with diel temperature fluctuations) and the other treatments with fixed temperature. All the datasets met the assumptions of normality and homogeneity of variance according to Shapiro–Wilk and Levene’s tests, respectively.
Finally, the rates of egestion, egg production, and respiration of copepods in the treatments with fixed temperature of 14 and 19 °C were used to predict the expected copepod physiological performance in the DVM treatment (i.e. diel fluctuations between 14 and 19 °C). For that purpose, the rates at 14 °C and those at 19 °C were weighted, respectively, by the time lengths of the day and night periods (10 and 14 h, respectively). Z tests were then run to check for significant differences between the predicted and the observed rates of egestion, egg production, and respiration of copepods in DVM conditions. The Z tests were run independently for each experiment based on the observed four replicates and using propagation of error to calculate the variances of the predicted means.
Results
Table 1 shows the prosome lengths, the carbon and nitrogen contents, and the molar C:N ratios of C. typicus in the different temperature treatments. As expected, the prosome lengths were very similar in all the treatments (overall mean: 1019 ± 3.5 μm), as the copepods originated from the same cohort and developed until adults under the same conditions. The average carbon contents seemed to decrease with temperature from 7.2 ± 0.23 μg C cop−1 at 14 °C to 6.4 ± 0.36 μg C cop−1 at 19 °C, although no significant differences were detected among temperature treatments (RBD ANOVA, F(3, 27) = 1.326, p > 0.05). The average nitrogen contents showed significant differences among treatments (RBD ANOVA, F(3, 27) = 3.535, p < 0.05) with higher values at 14 °C (ca. 2.0 μg N cop−1) than in the other treatments (ca. 1.7 μg N cop−1). The nitrogen contents were significantly different between DVM (i.e. fluctuating temperature of vertical migration) and 14 °C (Dunnett’s test, p < 0.05), but not between DVM and 17 or 19 °C (Dunnett’s tests, p > 0.05). The average molar C:N ratios of copepods ranged 4.2–4.6 and showed significant differences among temperatures (RBD ANOVA, F(3, 27) = 7.605, p < 0.001). The C:N ratios in DVM (4.6 ± 0.07) were significantly higher than at 14 °C (4.2 ± 0.05) (Dunnett’s test, p < 0.001), but no significant differences were detected compared to 17 or 19 °C (Dunnett’s tests, p > 0.05).
The faecal pellet volumes, and the rates of egestion, egg production, and respiration of copepods in the experiments are shown in Table 2. The egestion rates were significantly different among temperature treatments (RBD MANOVA, F(3, 27) = 2.960, p < 0.05), and increased about 20% from 14 to 17–19 °C (Q10 = 1.4) (Fig. 1a). However, no significant differences were detected between DVM and the other temperatures (Dunnett’s tests, p > 0.05) (Fig. 1a). The egg production rates showed significant differences among treatments (RBD MANOVA, F(3, 27) = 18.723, p < 0.001), increasing with temperature from 60 ± 3.9 eggs cop−1 day−1 at 14 °C to 91 ± 3.4 eggs cop−1 day−1 at 19 °C (Q10 = 2.3) (Fig. 1b). The egg production rates in DVM (85 ± 2.1 eggs cop−1 day−1) were significantly higher than those at 14 °C (Dunnett’s test, p < 0.001), but not statistically different to those at 17 or 19 °C (Dunnett’s tests, p > 0.05) (Fig. 1b). The respiration rates also showed significant differences among temperature treatments (RBD MANOVA, F(3, 27) = 9.445, p < 0.001) and increased from 0.129 ± 0.007 μmol O2 cop−1 day−1 at 14 °C to 0.179 ± 0.008 μmol O2 cop−1 day−1 at 19 °C (Q10 = 2.0) (Fig. 1c). The patterns of respiration rates were similar to those of egg production: the respiration rates in DVM (0.175 ± 0.010 μmol O2 cop−1 day−1) were significantly higher than at 14 °C (Dunnett’s test, p < 0.001), but no statistical differences were detected compared to the rates at 17 or 19 °C (Dunnett’s tests, p > 0.05) (Fig. 1c). When considering the carbon contents of copepods (i.e. weight-specific rates), the dependence on temperature was stronger in all the physiological processes with Q10 coefficients of 1.8 for egestion, 2.9 for egg production, and 2.5 for respiration. The egg production to respiration ratios of copepods were 1.24 ± 0.09 in DVM, 1.18 ± 0.08 at 14 °C, 1.10 ± 0.05 at 17 °C, and 1.28 ± 0.07 at 19 °C, and showed no statistical differences among temperatures treatments (RBD ANOVA, F(3,27) = 0.976, p > 0.05).
The predicted rates of egestion, egg production and respiration in DVM based on the rates observed at 14 and 19 °C and the times spent at each temperature were similar to the actual rates observed in the DVM treatment (Table 3). In the case of egg production and respiration rates, the average predicted values were a bit lower than those observed, although such small differences were not statistically significant (Z tests, p > 0.05).
Discussion
The temperature range used in our experiments (14–19 °C) represented the typical thermal conditions that the copepod C. typicus may experience during vertical migration in the north-western Mediterranean (Alcaraz 1985; Saiz et al. 1999). The Q10 coefficients that we obtained for the rates of egg production and respiration (2.3 and 2.0, respectively) were similar to those reported in previous studies for this species (Fernández 1978; Halsband-Lenk et al. 2002). In the case of the egestion rates, however, the dependence on temperature was lower than expected (Q10 = 1.4). The pellet production rates in our experiments might appear a bit low according to the values reported in the compilation by Dam and Peterson (1988). However, it is known that the egestion rates of marine copepods can be highly variable across prey types (Traboni et al. 2020). We think that the use of the naked dinoflagellate O. marina as prey, which lacks hard body parts, led to lower egestion rates compared to previous studies where other prey organisms with hard body parts (e.g. diatoms) were used as the main food source. This is because hard body parts are difficult to digest by copepods and they lead to a quicker gut filling and shorter gut passage times. Regarding the low Q10 value found for the egestion rates of copepods, a temperature difference of 5 °C should be enough to observe differences in the copepod feeding activity (Sell et al. 2001). It is surprising the little effect found here, as there is an extensive bulk of literature about the significant correlation between temperature and rates of ingestion and gut evacuation in planktonic copepods (Fernández 1978; Kiørboe et al. 1982; Dam and Peterson 1988; Durbin and Durbin 1992). In this sense, the egestion rates of copepods are documented as a good proxy for their ingestion rates (Nejstgaard et al. 2001; Besiktepe and Dam 2002). However, temperature can also affect the absorption efficiency of copepods (i.e. the portion of ingested food that is digested and absorbed; Almeda et al. (2011)), likely affecting the degree of packaging of the non-absorbed food remains. This fact could cause that egestion rates relate to temperature differently than ingestion rates. Therefore, it appears that the ingestion rates would have been a more appropriate parameter to determine the temperature dependence of copepod feeding activity. For that reason, egestion rates are not further considered in the discussion, even though these results do not contradict any of our conclusions.
In our study, we did not detect differences between varying and average temperature effects on copepod performance predicted by Jensen’s inequality, as the rates of egg production and respiration of C. typicus exposed to fluctuating temperature (10 h at 14 °C and 14 h at 19 °C) were similar to those at 17 °C. Even though Lock and McLaren (1970) also found no evidence of Jensen’s inequality when analysing changes in the female lengths of P. minutus in the thermal range 8–12 °C, other studies with zooplankton indicate that different outcomes between varying and average temperature regimes may appear upon wider temperature fluctuations (Orcutt and Porter 1983). The existing literature on this matter is still scarce, but it seems that the physiological performance of migrant zooplankton under temperature variations could be estimated through the study of average temperature effects as long as the amplitude of thermal variations is moderate. This finding is particularly relevant considering that studying the effects of constant temperature is simpler and requires less effort than using temperature fluctuations. Moreover, according to our results, average estimates based on the physiological performances at the upper and lower thermal limits and the times spent at each temperature would prove also suitable (even if statistically significant differences between the predicted and observed rates did not emerge due to low replication, both estimates differed on average less than 10%). Although migrant zooplankton may experience diel temperature fluctuations of relatively small amplitude (i.e. up to 5–6 °C) (Saiz and Alcaraz 1990; Cooke et al. 2008; Almén et al. 2014), other diel migrators from both marine and freshwater environments face temperature changes of 10 °C or more when moving between layers (Loose and Dawidowicz 1994; Svetlichny et al. 2000; Al-Mutairi and Landry 2001). In that case, differences between fluctuating and average temperature effects might emerge, and estimating the temperature-dependent performance of migrant zooplankton through the study of fixed temperature effects may become more challenging.
In our experiments, the copepods exposed to the regime of temperature fluctuations experienced through diel vertical migration showed a better performance (e.g. higher egg production) than those at constant, deep-water temperature (14 °C), but no differences were detected compared to those kept at constant surface temperature (19 °C). Also, the egg production to respiration ratios, as an indicator of physiological cost, were not statistically different among temperature treatments. Our results indicate that copepods do not necessarily suffer physiological costs from daily temperature fluctuations involved in vertical migration, at least those species like C. typicus that may experience a moderate range of temperature variation. In this respect, migrant zooplankton may have adaptive physiological mechanisms to compensate diel temperature fluctuations. Recent proteomic analyses indicate that migrant copepods experience distinct physiological shifts derived from their migratory behaviour (Maas et al. 2018). In our study, the carbon and nitrogen contents of copepods under temperature fluctuations did not differ from those at 17 or 19 °C, indicating that any temperature-induced adjustment in the copepod physiology might imply the expression of alternative protein variants, or the modulation of the protein environment (Clarke 2003). In copepods of relatively small size such as Centropages spp., changes in the synthesis and accumulation of small amounts of triglycerides might also happen upon temperature variations (Båmstedt 1986), although we think that such modifications in the lipid content would barely affect the copepod carbon: nitrogen ratios. In larger copepods with a greater capacity to accumulate lipid reserves (e.g. seasonal migrators), however, temperature-induced changes in the storage and composition of lipid compounds may play an important role to cope with temperature and pressure variations during vertical migration (Pond et al. 2014). In this regard, Zhou and Sun (2017) reported that diel temperature fluctuations could promote lipid accumulation in Calanus sinicus, and Hassett and Crockett (2009) found that Calanus finmarchicus was the only copepod among five species that showed changes in cholesterol levels across different temperatures.
Our study demonstrates that the temperature fluctuations involved in diel vertical migration might not imply metabolic disadvantages in marine copepods that experience temperature changes within a moderate range (5 °C). We cannot discard, however, that copepod species conducting larger migrations may suffer physiological costs from wider temperature fluctuations. Also, we did not consider diel changes in other environmental variables besides temperature that can also affect copepod performance. For instance, diel migrators may face important variations in food availability and oxygen saturation through the water column (Saiz et al. 1992; Atkinson et al. 1996; Saltzman and Wishner 1997; Wishner et al. 1998). In this regard, previous studies showed that the copepods C. typicus and Paracartia grani were capable to deal successfully with short-term fluctuations in food intake (Davis and Alatalo 1992; Calbet and Alcaraz 1996; Olivares et al. 2020). The effects of changing temperature on zooplankton, however, can covariate with those of other environmental variables (Koussoroplis and Wacker 2016), and the joint effects of varying temperature and other parameters during vertical migration might indeed translate into physiological costs compared to non-migrating conditions (Stich and Lampert 1984; Svetlichny et al. 2000). In addition, vertical displacements of diel migrators require an additional energetic investment for swimming activity (Alcaraz et al. 2007), although such energy requirements seem to be highly variable among zooplankton, and could represent from negligible to relatively high costs (Torres and Childress 1983; Morris et al. 1985; Dawidowicz and Loose 1992). Hence, the assessment of metabolic disadvantages of vertical migration in zooplankton goes beyond the study of the effects of diel temperature variations and will require further exploration to determine the overall energetic balance derived from this migratory behaviour.
The absence of physiological costs in C. typicus upon short-term temperature fluctuations is especially relevant within a climate change context, as an increased thermal variability in future climates is foreseen (Easterling et al. 2000; Wang and Dillon 2014). In fact, it is argued that higher temperature variability may represent a greater threat to species than global warming itself (Vasseur et al. 2014), although there might be certain groups such as copepods and other zooplankton that could benefit from increasing temperature variations in terms of higher population growth rates (Drake 2005). Still, former research that evaluated climate-driven temperature impacts on terrestrial and aquatic organisms mostly relied on the effects of mean temperatures (Thompson et al. 2013), and the influence of temperature fluctuations on their fitness remain understudied despite their critical role in future climates (Dowd et al. 2015).
As final remarks, our study provides novel evidence about how neritic marine copepods may not suffer physiological costs from diel temperature fluctuations involved in vertical migration. In this sense, marine copepods might have adaptive mechanisms to optimize the trade-offs derived from their migratory behaviour, thus diminishing the energetic costs traditionally associated to vertical migration. This potential capability of marine copepods may be useful to confront the negative impacts of the increased thermal variations expected with climate change.
Data availability
The datasets generated and/or analysed during the current study will be available in the Digital. CSIC repository after publication.
References
Alcaraz M (1985) Vertical distribution of zooplankton biomass during summer stratification in the Western Mediterranean. In: Gibbs PE (ed) Proceedings of the 19th European Marine Biology Symposium. Cambridge University Press, Cambridge, pp 135–143
Alcaraz M, Saiz E, Calbet A (2007) Centropages behaviour: swimming and vertical migration. Prog Oceanogr 72:121–136. https://doi.org/10.1016/j.pocean.2007.01.001
Alcaraz M, Almeda R, Saiz E et al (2013) Effects of temperature on the metabolic stoichiometry of Arctic zooplankton. Biogeosciences 10:689–697. https://doi.org/10.5194/bg-10-689-2013
Almeda R, Calbet A, Alcaraz M et al (2011) Trophic role and carbon budget of metazoan microplankton in northwest Mediterranean coastal waters. Limnol Oceanogr 56:415–430. https://doi.org/10.4319/lo.2011.56.1.0415
Almén AK, Vehmaa A, Brutemark A, Engström-Öst J (2014) Coping with climate change? Copepods experience drastic variations in their physicochemical environment on a diurnal basis. J Exp Mar Bio Ecol 460:120–128. https://doi.org/10.1016/j.jembe.2014.07.001
Al-Mutairi H, Landry MR (2001) Active export of carbon and nitrogen at station ALOHA by diel migrant zooplankton. Deep-Sea Res II 48:2083–2103. https://doi.org/10.1016/S0967-0645(00)00174-0
Atkinson A, Ward P, Williams R, Poulet SA (1992) Feeding rates and diel vertical migration of copepods near South Georgia: comparison of shelf and oceanic sites. Mar Biol 114:49–56
Atkinson A, Ward P, Murphy EJ (1996) Diel periodicity of subantarctic copepods: relationships between vertical migration, gut fullness and gut evacuation rate. J Plankton Res 18:1387–1405. https://doi.org/10.1093/plankt/18.8.1387
Båmstedt U (1986) Chemical composition and energy content. In: Corner EDS, O’Hara SCM (eds) The biological chemistry of marine copepods. Oxford University Press, Oxford, pp 1–58
Besiktepe S, Dam HG (2002) Coupling of ingestion and defecation as a function of diet in the calanoid copepod Acartia tonsa. Mar Ecol Prog Ser 229:151–164. https://doi.org/10.3354/meps229151
Bollens SM, Frost BW (1989) Zooplanktivorous fish and variable diel vertical migration in the marine planktonic copepod Calanus pacificus. Limnol Oceanogr 34:1072–1083. https://doi.org/10.4319/lo.1989.34.6.1072
Bollens SM, Frost BW (1991) Diel vertical migration in zooplankton: rapid individual response to predators. J Plankton Res 13:1359–1365. https://doi.org/10.1093/plankt/13.6.1359
Bonnet D, Harris R, Lopez-Urrutia A et al (2007) Comparative seasonal dynamics of Centropages typicus at seven coastal monitoring stations in the North Sea, English Channel and Bay of Biscay. Prog Oceanogr 72:233–248. https://doi.org/10.1016/j.pocean.2007.01.007
Boxshall GA, Defaye D (2008) Global diversity of copepods (Crustacea: Copepoda) in freshwater. Hydrobiologia 595:195–207. https://doi.org/10.1007/s10750-007-9014-4
Calbet A, Alcaraz M (1996) Effects of constant and fluctuating food supply on egg production rates of Acartia grani (Copepoda: Calanoida). Mar Ecol Prog Ser 140:33–39. https://doi.org/10.3354/meps140033
Calbet A, Garrido S, Saiz E et al (2001) Annual zooplankton succession in coastal NW Mediterranean waters: the importance of the smaller size fractions. J Plankton Res 23:319–331. https://doi.org/10.1093/plankt/23.3.319
Clarke A (2003) Costs and consequences of evolutionary temperature adaptation. Trends Ecol Evol 18:573–581. https://doi.org/10.1016/j.tree.2003.08.007
Colinet H, Sinclair BJ, Vernon P, Renault D (2015) Insects in fluctuating thermal environments. Annu Rev Entomol 60:123–140. https://doi.org/10.1146/annurev-ento-010814-021017
Cooke SL, Williamson CE, Leech DM et al (2008) Effects of temperature and ultraviolet radiation on diel vertical migration of freshwater crustacean zooplankton. Can J Fish Aquat Sci 65:1144–1152. https://doi.org/10.1139/F08-039
Dam HG, Peterson WT (1988) The effect of temperature on the gut clearance rate constant of planktonic copepods. J Exp Mar Bio Ecol 123:1–14. https://doi.org/10.1016/0022-0981(88)90105-0
Davis CS, Alatalo P (1992) Effects of constant and intermittent food supply on life-history parameters in a marine copepod. Limnol Oceanogr 37:1618–1639. https://doi.org/10.4319/lo.1992.37.8.1618
Dawidowicz P, Loose CJ (1992) Cost of swimming by Daphnia during diel vertical migration. Limnol Oceanogr 37:665–669. https://doi.org/10.4319/lo.1992.37.3.0665
Denny M (2017) The fallacy of the average: on the ubiquity, utility and continuing novelty of Jensen’s inequality. J Exp Biol 220:139–146. https://doi.org/10.1242/jeb.140368
Dowd WW, King FA, Denny MW (2015) Thermal variation, thermal extremes and the physiological performance of individuals. J Exp Biol 218:1956–1967. https://doi.org/10.1242/jeb.114926
Drake JM (2005) Population effects of increased climate variation. Proc R Soc B 272:1823–1827. https://doi.org/10.1098/rspb.2005.3148
Durbin EG, Durbin AG (1992) Effects of temperature and food abundance on grazing and short-term weight change in the marine copepod Acartia hudsonica. Limnol Oceanogr 37:361–378. https://doi.org/10.4319/lo.1992.37.2.0361
Easterling DR, Meehl GA, Parmesan C et al (2000) Climate extremes: observations, modeling, and impacts. Science 289:2068–2074. https://doi.org/10.1126/science.289.5487.2068
Enright JT (1977) Diurnal vertical migration: adaptive significance and timing. Part 1. Selective advantage: a metabolic model. Limnol Oceanogr 22:856–872. https://doi.org/10.4319/lo.1977.22.5.0856
Fernández F (1978) Metabolismo y alimentación en copépodos planctónicos del Mediterráneo: respuesta a la temperatura. Investig Pesq 42:97–139
Geller W (1986) Diurnal vertical migration of zooplankton in a temperate great lake (L. Constance): a starvation avoidance mechanism? Arch Hydrobiol 74:1–60
Guillard RRL (1983) Culture of phytoplankton for feeding marine invertebrates. In: Berg CJ Jr (ed) Culture of marine invertebrate animals: selected readings. Hutchinson Ross Publishing, Stroudsburg, pp 108–132 (pp 29–60)
Hahn MA, von Elert E (2020) The impact of diel vertical migration on fatty acid patterns and allocation in Daphnia magna. PeerJ 8:e8809. https://doi.org/10.7717/peerj.8809
Halsband-Lenk C, Hirche HJ, Carlotti F (2002) Temperature impact on reproduction and development of congener copepod populations. J Exp Mar Bio Ecol 271:121–153. https://doi.org/10.1016/S0022-0981(02)00025-4
Haney JF (1988) Diel patterns of zooplankton behavior. Bull Mar Sci 43:583–603
Hassett RP, Crockett EL (2009) Habitat temperature is an important determinant of cholesterol contents in copepods. J Exp Biol 212:71–77. https://doi.org/10.1242/jeb.020552
Hirche HJ (1987) Temperature and plankton—II. Effect on respiration and swimming activity in copepods from the Greenland Sea. Mar Biol 94:347–356. https://doi.org/10.1007/BF00428240
Hirche HJ, Meyer U, Niehoff B (1997) Egg production of Calanus finmarchicus: effect of temperature, food and season. Mar Biol 127:609–620. https://doi.org/10.1007/s002270050051
Huntley ME, Lopez MDG (1992) Temperature-dependent production of marine copepods: a global synthesis. Am Nat 140:201–242. https://doi.org/10.1086/285410
Ianora A, Buttino I (1990) Seasonal cycles in population abundances and egg production rates in the planktonic copepods Centropages typicus and Acartia clausi. J Plankton Res 12:473–481. https://doi.org/10.1093/plankt/12.3.473
Ikeda T, Kanno Y, Ozaki K, Shinada A (2001) Metabolic rates of epipelagic marine copepods as a function of body mass and temperature. Mar Biol 139:587–596. https://doi.org/10.1007/s002270100608
Isanta Navarro J, Fromherz M, Dietz M et al (2019) Dietary polyunsaturated fatty acid supply improves Daphnia performance at fluctuating temperatures, simulating diel vertical migration. Freshw Biol 64:1859–1866. https://doi.org/10.1111/fwb.13377
Kiørboe T, Møhlenberg F, Nicolajsen H (1982) Ingestion rate and gut clearance in the planktonic copepod Centropages hamatus (Lilljeborg) in relation to food concentration and temperature. Ophelia 21:181–194. https://doi.org/10.1080/00785326.1982.10426586
Koski M, Kuosa H (1999) The effect of temperature, food concentration and female size on the egg production of the planktonic copepod Acartia bifilosa. J Plankton Res 21:1779–1789. https://doi.org/10.1093/plankt/21.9.1779
Koussoroplis AM, Wacker A (2016) Covariance modulates the effect of joint temperature and food variance on ectotherm life-history traits. Ecol Lett 19:143–152. https://doi.org/10.1111/ele.12546
Lampert W, Schmitt RD, Muck P (1988) Vertical migration of freshwater zooplankton: test of some hypotheses predicting a metabolic advantage. Bull Mar Sci 43:620–640
Lock AR, McLaren IA (1970) The effect of varying and constant temperatures on the size of a marine copepod. Limnol Oceanogr 15:638–640. https://doi.org/10.4319/lo.1970.15.4.0638
Longhurst AR (1985) The structure and evolution of plankton communities. Prog Oceanogr 15:1–35
Loose CJ, Dawidowicz P (1994) Trade-offs in diel vertical migration by zooplankton: the costs of predator avoidance. Ecology 75:2255–2263. https://doi.org/10.2307/1940881
Maas AE, Blanco-Bercial L, Lo A et al (2018) Variations in copepod proteome and respiration rate in association with diel vertical migration and circadian cycle. Biol Bull 235:30–42. https://doi.org/10.1086/699219
McLaren IA (1963) Effects of temperature on growth of zooplankton, and the adaptive value of vertical migration. J Fish Res Board Can 20:685–727. https://doi.org/10.1139/f63-046
Mikulski A, Grzesiuk M, Rakowska A et al (2017) Thermal shock in Daphnia: cost of diel vertical migrations or inhabiting thermally-unstable waterbodies. Fundam Appl Limnol 190:213–220. https://doi.org/10.1127/fal/2017/0989
Morash AJ, Neufeld C, MacCormack TJ, Currie S (2018) The importance of incorporating natural thermal variation when evaluating physiological performance in wild species. J Exp Biol 221:jeb164673. https://doi.org/10.1242/jeb.164673
Morris MJ, Gust G, Torres JJ (1985) Propulsion efficiency and cost of transport for copepods: a hydromechanical model of crustacean swimming. Mar Biol 86:283–295. https://doi.org/10.1007/BF00397515
Nejstgaard JC, Naustvoll LJ, Sazhin A (2001) Correcting for underestimation of microzooplankton grazing in bottle incubation experiments with mesozooplankton. Mar Ecol Prog Ser 221:59–75. https://doi.org/10.3354/meps221059
Nival P, Nival S, Palazzoli I (1972) Données sur la respiration de différents organismes communs dans le plancton de Villefranche-sur-Mer. Mar Biol 17:63–76. https://doi.org/10.1007/BF00346954
Olivares M, Calbet A, Saiz E (2020) Effects of multigenerational rearing, ontogeny and predation threat on copepod feeding rhythms. Aquat Ecol 54:697–709. https://doi.org/10.1007/s10452-020-09768-8
Omori M, Ikeda T (1984) Methods in marine zooplankton ecology. Wiley
Orcutt JD, Porter KG (1983) Diel vertical migration by zooplankton: constant and fluctuating temperature effects on life history parameters of Daphnia. Limnol Oceanogr 28:720–730. https://doi.org/10.4319/lo.1983.28.4.0720
Pearre S (2003) Eat and run? The hunger/satiation hypothesis in vertical migration: history, evidence and consequences. Biol Rev Camb Philos Soc 78:1–79. https://doi.org/10.1017/S146479310200595X
Pond DW, Tarling GA, Mayor DJ (2014) Hydrostatic pressure and temperature effects on the membranes of a seasonally migrating marine copepod. PLoS ONE 9:e111043. https://doi.org/10.1371/journal.pone.0111043
Raven JA, Geider RJ (1988) Temperature and algal growth. New Phytol 110:441–461. https://doi.org/10.1111/j.1469-8137.1988.tb00282.x
Reichwaldt ES, Wolf ID, Stibor H (2005) Effects of a fluctuating temperature regime experienced by Daphnia during diel vertical migration on Daphnia life history parameters. Hydrobiologia 543:199–205. https://doi.org/10.1007/s10750-004-7451-x
Roe HSJ (1984) The diel migrations and distributions within a mesopelagic community in the North East Atlantic. 4. The Copepods. Prog Oceanogr 13:353–388. https://doi.org/10.1016/0079-6611(84)90013-2
Ruel JJ, Ayres MP (1999) Jensen’s inequality predicts effects of environmental variation. Trends Ecol Evol 14:361–366. https://doi.org/10.1016/S0169-5347(99)01664-X
Saiz E, Alcaraz M (1990) Pigment gut contents of copepods and deep phytoplankton maximum in the Western Mediterranean. J Plankton Res 12:665–672. https://doi.org/10.1093/plankt/12.3.665
Saiz E, Rodriguez V, Alcaraz M (1992) Spatial distribution and feeding rates of Centropages typicus in relation to frontal hydrographic structures in the Catalan Sea (Western Mediterranean). Mar Biol 112:49–56. https://doi.org/10.1007/BF00349727
Saiz E, Calbet A, Irigoien X, Alcaraz M (1999) Copepod egg production in the western Mediterranean: response to food availability in oligotrophic environments. Mar Ecol Prog Ser 187:179–189. https://doi.org/10.3354/meps187179
Saiz E, Sabatés A, Gili JM (2014) The zooplankton. The Mediterranean sea: its history and present challenges. Springer, Dordrecht, pp 183–211
Saltzman J, Wishner KF (1997) Zooplankton ecology in the eastern tropical Pacific oxygen minimum zone above a seamount: 2. Vertical distribution of copepods. Deep-Sea Res I 44:931–954. https://doi.org/10.1016/S0967-0637(97)00006-X
Schneider CA, Rasband WS, Eliceiri KW (2012) NIH Image to ImageJ: 25 years of image analysis. Nat Methods 9:671–675. https://doi.org/10.1038/nmeth.2089
Sell AF, van Keuren D, Madin LP (2001) Predation by omnivorous copepods on early developmental stages of Calanus finmarchicus and Pseudocalanus spp. Limnol Oceanogr 46:953–959. https://doi.org/10.4319/lo.2001.46.4.0953
Sommer U, Sommer F (2006) Cladocerans versus copepods: the cause of contrasting top–down controls on freshwater and marine phytoplankton. Oecologia 147:183–194. https://doi.org/10.1007/s00442-005-0320-0
Stich HB, Lampert W (1984) Growth and reproduction of migrating and non-migrating Daphnia species under simulated food and temperature conditions of diurnal vertical migration. Oecologia 61:192–196. https://doi.org/10.1007/BF00396759
Svetlichny LS, Hubareva ES, Erkan F, Gucu AC (2000) Physiological and behavioral aspects of Calanus euxinus females (Copepoda: Calanoida) during vertical migration across temperature and oxygen gradients. Mar Biol 137:963–971. https://doi.org/10.1007/s002270000405
Svetlichny L, Khanaychenko A, Hubareva E, Aganesova L (2012) Partitioning of respiratory energy and environmental tolerance in the copepods Calanipeda aquaedulcis and Arctodiaptomus salinus. Estuar Coast Shelf Sci 114:199–207. https://doi.org/10.1016/j.ecss.2012.07.023
Swift MC (1976) Energetics of vertical migration in Chaoborus trivittatus larvae. Ecology 57:900–914. https://doi.org/10.2307/1941056
Thompson RM, Beardall J, Beringer J et al (2013) Means and extremes: building variability into community-level climate change experiments. Ecol Lett 16:799–806. https://doi.org/10.1111/ele.12095
Torres JJ, Childress JJ (1983) Relationship of oxygen consumption to swimming speed in Euphausia pacifica—1. Effects of temperature and pressure. Mar Biol 74:79–86. https://doi.org/10.1007/BF00394278
Traboni C, Calbet A, Saiz E (2020) Effects of prey trophic mode on the gross-growth efficiency of marine copepods: the case of mixoplankton. Sci Rep 10:12259. https://doi.org/10.1038/s41598-020-69174-w
Turner JT (2004) The importance of small planktonic copepods and their roles in pelagic marine food webs. Zool Stud 43:255–266
van Someren GH, Almeda R, Lindegren M, Kiørboe T (2017) Gender-specific feeding rates in planktonic copepods with different feeding behavior. J Plankton Res 39:631–644. https://doi.org/10.1093/plankt/fbx033
Vasseur DA, DeLong JP, Gilbert B et al (2014) Increased temperature variation poses a greater risk to species than climate warming. Proc R Soc B 281:20132612. https://doi.org/10.1098/rspb.2013.2612
Vidal J (1980) Physioecology of zooplankton. II. Effects of phytoplankton concentration, temperature, and body size on the development and molting rates of Calanus pacificus and Pseudocalanus sp. Mar Biol 56:135–146. https://doi.org/10.1007/BF00397130
Vuorinen I (1987) Vertical migration of Eurytemora (Crustacea, Copepoda): a compromise between the risks of predation and decreased fecundity. J Plankton Res 9:1037–1046. https://doi.org/10.1093/plankt/9.6.1037
Wang G, Dillon ME (2014) Recent geographic convergence in diurnal and annual temperature cycling flattens global thermal profiles. Nat Clim Change 4:988–992. https://doi.org/10.1038/nclimate2378
Williamson CE, Fischer JM, Bollens SM et al (2011) Toward a more comprehensive theory of zooplankton diel vertical migration: integrating ultraviolet radiation and water transparency into the biotic paradigm. Limnol Oceanogr 56:1603–1623. https://doi.org/10.4319/lo.2011.56.5.1603
Winder M, Boersma M, Spaak P (2003) On the cost of vertical migration: are feeding conditions really worse at greater depths? Freshw Biol 48:383–393. https://doi.org/10.1046/j.1365-2427.2003.00995.x
Wishner KF, Gowing MM, Gelfman C (1998) Mesozooplankton biomass in the upper 1000 m in the Arabian Sea: overall seasonal and geographic patterns, and relationship to oxygen gradients. Deep-Sea Res II 45:2405–2432. https://doi.org/10.1016/S0967-0645(98)00078-2
Zhou K, Sun S (2017) Effect of diurnal temperature difference on lipid accumulation and development in Calanus sinicus (Copepoda: Calanoida). Chin J Oceanol Limnol 35:745–753. https://doi.org/10.1007/s00343-017-6039-z
Acknowledgements
We would like to thank Kaiene Griffell for assisting with the maintenance of phytoplankton cultures. This research was funded by Fondo Europeo de Desarrollo Regional (FEDER)/Ministerio de Ciencia, Innovación y Universidades-Agencia Estatal de Investigación [CTM2017–84288-R], and is a contribution of the Marine Zooplankton Ecology Group (2017SGR 87). With the institutional support of the ‘Severo Ochoa Centre of Excellence’ accreditation (CEX2019-000928-S). Manuel Olivares is supported financially by a FPU Grant (FPU15/01747) from the Spanish Ministry of Education, Culture and Sport.
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This study was framed within the project ZOOTHERM (CTM2017-84288-R, MICIU/AEI/FEDER, UE), and Manuel Olivares was supported financially by an FPU grant (FPU15/01747) from the Spanish Ministry of Education, Culture and Sport.
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Olivares, M., Calbet, A. & Saiz, E. The neritic marine copepod Centropages typicus does not suffer physiological costs from diel temperature fluctuations associated with its vertical migration. Aquat Sci 84, 9 (2022). https://doi.org/10.1007/s00027-021-00841-4
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DOI: https://doi.org/10.1007/s00027-021-00841-4