Pseudodiaptomus marinus Sato, 1913, a new invasive copepod in Lake Faro (Sicily): observations on the swimming behaviour and the sex-dependent responses to food
© Sabia et al.; licensee Springer 2014
Received: 18 December 2013
Accepted: 22 July 2014
Published: 15 August 2014
The calanoid copepod Pseudodiaptomus marinus Sato, 1913 is an estuarine-coastal species, living in shallow eutrophic inshore waters. It is native of the Indo-Pacific region, but in the last 50 years, it has successfully colonized new areas worldwide. P. marinus, first recorded in Lake Faro (Messina, Italy) in October 2008, is now a stable component of the zooplankton assemblage of the lake. By means of video recordings, for the first time, the swimming behaviour of males and non-ovigerous and ovigerous females of P. marinus has been studied. The individuals were filmed in the presence and absence of food to evaluate how the presence of prey might affect the swimming behaviour.
The swimming motion showed marked sex-dependent features and responses to the presence of food. Mechanisms through which behaviour might influence the outcome of a new colonization were analysed. The behaviour of P. marinus was then compared with that of the congeneric Pseudodiaptomus annandalei showing the typical behaviour displayed by the representatives of the genus Pseudodiaptomus of living in proximity of the bottom.
Environmental and hydrological conditions in Lake Faro have likely provided the newly introduced P. marinus a suitable environment for settling, although normally the presence of an anoxic deep layer would be detrimental for a demersal species. In this case, the plasticity in the behaviour of P. marinus enhanced its capacity for colonising new environments. Switching from demersal to pelagic habitat or being fully planktonic allowed it to express its large individual variability in motion strategies and thus to successfully colonize the lake.
Despite the great number of studies on the modifications induced by non-indigenous species (e.g., Galil ) in invaded ecosystems, studies on the effects of invasive zooplankton are still scarce (e.g., Choi et al. ; Cordell et al. ). Nevertheless, there is a continuously growing number of alien species in coastal ecosystems, particularly in temperate areas, both due to environmental changes (Galil ) and to human activities, such as ballast water discharge and aquaculture (Galil ).
The Mediterranean is a site of intense invasions particularly by thermophilic species originating from the Indo-Pacific region (Galil ; Zenetos et al. ). The calanoid Pseudodiaptomus marinus is one of them, having entered the Mediterranean Sea in the last few years (De Olazabal and Tirelli ; Delpy et al. ; Zenetos et al. ). It is a typical estuarine-coastal copepod, living only in shallow inshore waters, often highly eutrophicated and is reported as herbivorous and detritivorous (Uye and Kasahara ). This species is known to live near the bottom during the day (Valbonesi and Harada ; Fleminger and Hendrix Kramer ; Liang and Uye ), feeding on detritus through the creation of feeding currents (Uye and Kasahara ), while at night, it moves along the water column likely exploiting different food sources (Uye and Kasahara ; Valbonesi and Harada ). The feeding behaviour is similar for both adult sexes but different from the copepodite and nauplii stages (Uye and Kasahara ).
P. marinus was first described by Sato () from embayment along the west coast of Japan, where it was found as a perennial species (Hirota ; Uye et al. ). It was studied for a long time in the Sea of Japan (Liang and Uye ) although it can also be found in the China Seas and in the nearby regions (Razouls et al. [2005–2013]; Brodskii ; Shen and Lee ; Tanaka ). Its invasion history started in the 1960s in Hawaii, arriving there through ballast water (Jones, ). Over the years, it has colonized several areas in the American and Australian regions (Choi et al. ; Fleminger and Hendrix Kramer ; Greenwood ; Orsi and Walter ).
P. marinus is now commonly found in several Pacific and Indian bays (e.g., Fleminger and Hendrix Kramer ; Grindley and Grice ; Islam and Tanaka ; Jones ; Walter ), and recently, its presence has been recorded in the North Sea (Brylinski et al. ; Jha et al. ).
In October 2008, P. marinus was first recorded in Lake Faro (Zagami, personal observations) a small coastal lake along the North-Eastern Sicilian coast (southern Tyrrhenian Sea). Since its first introduction in this basin, the copepod has become the fourth most abundant copepod species. It occurrs (on average, 0.5% of the copepod assemblage), with a maximum of 3.9 × 103 individuals (ind.) per cubic metre representing an annual average of 0.5% of a copepod assemblage dominated by Acartidae and Oithonidae (Pansera ).
The lake has peculiar hydrological features, with a quasi-permanent anoxic layer in its deepest part. The depth of this layer varies during the year with a maximum summertime extension of the epilimnion of 15 m (Pansera  and references therein). Owing to the presence of oxygen-depleted layer, in the central part of Lake Faro, P. marinus has changed its habit, becoming truly planktonic. Abundances are much higher in the water column in the centre of the lake than expected for a demersal copepod during light hours (Pansera ). Consequently, studying the swimming behaviour of adult stages is an important step towards the understanding of the biology of P. marinus in its new habitat.
This work is aimed at analysing the swimming behaviour of P. marinus in order to improve our knowledge of its biological and ecological traits. For the first time, using video recordings, the swimming behaviour of males, females and ovigerous females of P. marinus freely moving in a microcosm has been studied. P. marinus was filmed in the presence and absence of food to evaluate if the presence of prey might affect its swimming motion. The analysis of individual behaviour has been extensively used in the literature to investigate different aspects of copepod biology and ecology, such as searching for a mate and/or food or their responses under different conditions (e.g. Fields and Yen ; Henriksen et al. ; Hwang and Turner ; Jiang and Paffenhöfer ; Kazutaka and Tiselius ; Svensen and Kiørboe ; Uttieri et al. , ). The strategies adopted by a copepod to encounter food, to avoid predators, to encounter and recognize mates and to move through the water column determine the probability of survival for each individual, with consequences affecting the whole population (Alcaraz et al. ). Swimming behaviour thus becomes fundamental for the comprehension of the ecology of a species (Visser ). However, only a few studies have focused on the motion of males, females and ovigerous females of the same species (e.g. Dur et al. ; Michalec et al. , ). Our results show significant sex-dependent differences in the swimming behaviour of P. marinus, in contrast to the feeding modes that are similar between males and females (Uye and Kasahara ). In addition, our outcomes underline the different behavioural response to the presence of food, probably due to different dispersal and hiding strategies among males, females and ovigerous females.
The copepods used for the experiments came from a population sampled in Lake Faro (38° 16′ N, 15° 38′ E) through a gentle sampling performed with a WP2 net in May 2011. Animals were kept in plastic jars, with a variable rearing volume, thought to maintain an animal concentration not exceeding approximately 25 ind. per litre, in sterilized seawater at salinity of approximately 33. Samples were kept at an environmental temperature, ranging between 15°C and 25°C throughout the rearing period and aeration of the volume was provided through gentle air bubbling. The animals where fed twice a week with Porphiridium cruentum at concentration of about 25 × 103 cells per litre. Typical total body lengths ranged between 1.2 and 1.6 mm for females and 0.8 and 1.2 mm for males.
The swimming behaviour of P. marinus was observed at the Laboratory of Oceanology and geosciences-Marine Station of Wimereux (France) between May and July 2011. Video recordings were performed using the same protocol described in Michalec et al. (). The copepods were sorted from the batch culture during the morning, and each individual was controlled under the microscope to verify its morphological integrity. All the observations were performed at the same time of the day to avoid any possible effect induced by different endogenous rhythms. Video recordings were carried out at a constant temperature of 19°C in a dark room to avoid any possible phototaxis. The copepods were acclimatised in the dark room at least 5 min before the recording began. The aquarium used for the observations (10 × 10 × 10 cm, 1 l volume) was big enough to avoid a substantial side wall effect, and was lit from the bottom using a near infrared (IR) LED array (emitting at 880 nm). The copepods were then filmed for 25 min. At the beginning of each filming session, a reference grid was recorded to estimate a pixel-to-millimetre conversion factor.
The video recordings were performed with a SONY digital IR sensitive video camera recorder (DCR-HC96E, Tokyo, Japan) operating at a frequency of 25 frames per second and equipped with a Carl Zeiss lens (Oberkochen, Germany). The camera covered the entire volume of the aquarium from the side, filming the motion in a xz plane along the horizontal and vertical axes. The aquarium was covered with a Plexiglas lid to avoid any disturbance that could alter the motion of the animals.
Each set of experiments was performed for males, females and ovigerous females separately, both in the presence and absence of food to investigate the sex-specific motion features. In both sets of experiments, 25 copepods of the same sex and stage were gently placed in the aquarium. The number allowed the observation of several copepods moving in the aquarium, whilst overcoming the boundary-sticking tendency of P. marinus at the same time (as reported for Pseudodiaptomus annandalei by Michalec et al. ), and without inducing excessive stress due to overcrowding. In the second set of experiments, a quantity in excess (50 × 103 cells per litre) of P. cruentum was added to the water. Filming durations were deliberately short enough to disregard the sedimentation of food, while at the same time guaranteeing an effective recording of the motion behaviour.
Three replicates were performed for each experiment, for a total of 75 females, 75 males and 75 ovigerous females for each treatment. Animals were not fed for several hours before the beginning of the experiments. Animals used for video observations were not put into the culture again. Each time, new copepods were sorted with the aim of testing different individuals for each replicate and each experimental condition.
Digitalization and extraction of the trajectories
The trajectories were recorded on miniDV cassettes and then digitalized and imported into Adobe Premiere Pro 2.0 (Adobe Systems Incorporated, San Jose, CA, USA) video editing software. Each session was divided into 5-min sequences to allow the analysing software (LabTrack version 2.1, BioRAS ApS, Copenhagen, Denmark) to extract the two-dimensional coordinates of the swimming tracks. Only the central area of the video image was taken into account to avoid the reflection of light from the sides of the aquarium and to avoid tracking animals moving on the walls. It should be noted that the software was only able to follow moving animals, thus losing the ones who were stationary for a time longer than a few seconds.
Before track analysis, data were filtered to remove spikes and noise: all trajectories shorter than 50 frames (=2 s) were discarded and when the distance between two successive steps was higher than 20 pixels along x or z axes, a single track was divided into two tracks and then inspected again. All resulting trajectories were singularly plotted and assessed visually, disregarding excessively noisy tracks. The tracks were analysed following the protocol of Dur et al. () in order to allow a comparison between P. marinus and P. annandalei (Dur et al. ). In particular, the motion of the copepods was quantitatively analysed evaluating the speed and the swimming/rest time, and using symbolic analysis (Dur et al. ; Moison et al. ; Schmitt et al. ; Vandromme et al. ).
where (x t , z t ) and (x t+1, z t+1) were the positions of the copepod at time t and t + 1, respectively. The total displacement between the start and the end of the track was then calculated as the sum of the instantaneous displacements d t . d t values were then multiplied by the camera frame rate (f = 25 Hz) to retrieve instantaneous swimming speeds V in millimetres per second. Speed components along x (V x ) and z (V z ) directions were also calculated.
A symbolic analysis was performed on the instantaneous velocities of each track to elucidate possible patterns in the swimming behaviour (Schmitt et al. ). Following the same approach used by other authors for copepod behavioural studies (e.g., Dur et al., [2011a]; Michalec et al.  and references therein), the activity of P. marinus was divided into four possible modalities on the basis of swimming speed magnitude and the direction of motion:
Breaking, when resting without actively moving, or when hovering (V ≤ 1 mm s−1);
Cruising, when moving slowly in every direction with a moderate velocity (1 < V < 20 mm s−1);
Jumping, instantaneous high velocity movements in every direction (V ≥ 20 mm s−1);
Sinking, when there was no motion along the horizontal axis (V x = 0) and the motion was directed downward at a maximum speed V z =3 mm s−1.
where T i = −1/log P ii is the characteristic time of the exponential decrease given by the earlier relation. This means that in a Markovian process, there should be an exponential fall off of the residence time (Dur et al. ; Gillespie ; Schmitt et al. ); however, if this condition is not satisfied, the process displays a longer memory and the movement cannot be described by a Markovian, memory-free process.
Mean swimming speeds were analysed through a Kolmogorov-Smirnov test to verify whether they were normally distributed or not. A preliminary analysis of the results obtained by the symbolic analysis revealed that approximately half of the time was spent in the breaking state. To avoid a bias in the calculation, mean swimming speeds were calculated as the average of the non-zero instantaneous values for each individual track. Maximum swimming speeds were calculated along the x and along the z axes, and the total mean speed was calculated for each track.
In addition, a non-parametric test (Mann and Whitney ) was used to compare the mean swimming speeds of each group in filtered water versus feeding conditions: a null h value indicated that samples were statistically similar, whereas the significance of the test was reported with a P value, with P < 0.05 indicating statistically different values.
Six groups of data will be considered in the following sections: males, females and ovigerous females swimming in filtered water; males, females and ovigerous females swimming in water enriched with a high concentration of food.
Preliminary laboratory observations revealed that most individuals of P. marinus were usually located near the bottom of the aquarium, creating feeding currents, making short movements in proximity to the bottom and swimming along the water column at night, similarly to other demersal species such as P. annandalei (Dur et al. ) or Oithona colcarva (Ohlhorst ).
Adult stages of P. marinus
Number of tracks obtained
Trajectory duration (s) (mean ± SD)
Trajectory length (mm) (mean ± SD)
15 ± 40
90 ± 40
29 ± 32
100 ± 50
20 ± 36
110 ± 50
20 ± 17
90 ± 40
24 ± 31
130 ± 60
12 ± 17
90 ± 50
Mean speed values (±standard deviation, SD) in millimetres per second
V x (mean ± SD) (mm s−1)
V z (mean ± SD) (mm s−1)
V(mean ± SD) (mm s−1)
V x max (mean ± SD) (mm s-1)
V z max (mean ± SD) (mm s−1)
6 ± 3
6 ± 3
6 ± 3
16 ± 18
20 ± 21
7 ± 6
7 ± 6
8 ± 5
22 ± 24
31 ± 30
6 ± 5
6 ± 5
8 ± 5
21 ± 23
24 ± 23
6 ± 3
6 ± 5
7 ± 3
20 ± 62
21 ± 54
8 ± 7
7 ± 6
9 ± 8
36 ± 23
45 ± 25
7 ± 6
6 ± 4
8 ± 5
27 ± 26
24 ± 20
Mann-Whitney test results
5.889 × 10−6
1.595 × 10−1
7.52 × 10−2
Non-ovigerous females scored the highest jumping rate (5% in presence of food) of the entire set, with a general tendency to switch into cruising, except when in filtered water, where they switched more frequently into breaking.
Residence times in different states
Breaking (mean ± SD) (s)
Cruising (mean ± SD) (s)
Jumping (mean ± SD) (s)
0.12 ± 0.79
0.08 ± 0.08
0.05 ± 0.02
0.23 ± 0.91
0.06 ± 0.04
0.04 ± 0.02
0.20 ± 1.36
0.07 ± 0.06
0.06 ± 0.05
0.10 ± 0.12
0.08 ± 0.07
0.04 ± 0.02
0.14 ± 0.39
0.07 ± 0.05
0.05 ± 0.03
0.11 ± 0.11
0.07 ± 0.06
0.03 ± 0.02
Pseudodiaptomus marinus in Lake Faro
This work outlined the different aspects of swimming behaviour in the copepod P. marinus, pointing out the differences existing between males and females as a response to their biological and ecological roles. Males tend to have a more marked explorative behaviour, associated with more active swimming and lower speed than females (Table 1 and Figure 3). Tracks are less convoluted and tended to explore the whole aquarium. Lower swimming speeds can be intended as a strategy to avoid being predated (Visser et al. ). Males and females respond differently to the presence of food. Male behaviour is almost unaffected by the presence of food, as shown by the similar values in the speeds and residence times in the two tested conditions. This behaviour is probably driven by different factors rather than food, such as those associated with the search for females. For females, instead, food was a much more important forcing factor shaping their behaviour, leading them to move for a longer time in search for food when it was not present, while reducing search time to a minimum when in presence of plentiful food to better exploit these resources. Ovigerous females, more than non-ovigerous ones, in conditions of abundance of food tend to hide on the bottom motionless and feeding. This tendency may be explained by the higher visibility to predators due to the presence of the egg sac and the marked colour. P. marinus generally has a pale colour, but ovigerous females are more reddish due to their high lipid content (32%) (Fancett and Kimmerer ).
A common anti-predator strategy amongst copepods (and zooplankters in general) is the adoption of daily vertical migrations. These are generally induced by the presence of predators, often signalled by the occurrence of kairomone, which stimulate an avoidance reaction (Cohen and Forward ). As a common response, copepods generally move to the deeper layers or to the bottom during the day. For P. marinus, this tendency is still marked, with the animals being more abundant near the bottom along the coast where the bottom is not anoxic (Sabia ) and in the deepest layer (8 to 12 m) above the anoxic barrier in the centre of the lake (Pansera ).
The general result of the present investigation shows a notable plasticity in the behaviour of P. marinus, which in the centre of the lake has switched to a fully planktonic behaviour to counteract for the anoxic deeper layers. The typical epibenthic behaviour of the species, however, is maintained by those individuals living along the shores of Lake Faro, where the bottom is oxygenated and the species showed highest abundances during the warm season with respect to all the other ones (Sabia et al. ).
The active motion behaviour of males and females is characterized by a high percentage of time spent cruising, which is considered optimal when foraging at low turbulence levels (Visser et al. ), a condition likely encountered in Lake Faro with its almost stable stratification (Leonardi et al.  and references therein). In addition, the high abundance of food resources, together with a modest mixing rate and appropriate temperature (between 10°C and 28°C) and salinity ranges in Lake Faro (between 34 and 37, Pansera ), have likely provided the newly introduced P. marinus a suitable environment for settling. At the same time, although other demersal species are present in Lake Faro, P. marinus is the only demersal copepod species displaying motion alternated with long pauses and detritivorous feeding (Zagami and Brugnano, ).
Taken together, these factors may allow an efficient niche separation from the other competing copepods present in the system and may represent a proficient ecological mechanism enhancing the capability of P. marinus of invading new areas.
P. marinus and P. annandalei: a comparison of their behavioural patterns
Comparative data of the swimming behaviour of the two congeneric species by Dur et al.
Prosome length (mm)
Mean speed (mm/s)
8.0 ± 5.2
6.4 ± 2.8
7.5 ± 4.7
2.53 ± 1.21
2.77 ± 1.27
2.87 ± 1.09
Lower swimming speeds and longer time spent swimming in males may also indicate a possible common mating strategy for the two species. Mating experiments performed on P. annandalei (Dur et al. [2011b], ; Lee et al. ) showed that this species perceives stimuli from the mate mainly through chemical cues. Morphological analyses of the antennulae (A1) of male P. marinus revealed the presence of numerous aesthetascs. The presence of aesthetascs is common in copepod males and suggests that the species relies on chemical cues to find a mate (Mauchline ). Both in P. marinus and in P. annandalei, breaking is the dominant state, with similar values for males but with more time spent breaking by females of P. marinus (Dur et al. ; present work). Both the species, and for all reproductive stages, the displacement does not follow a Brownian motion.
By contrast, P. marinus moves at a much higher mean speed and does not display sinking and looping, contrary to P. annandalei (Dur et al. ). P. annandalei thus seems to possess more pronounced ‘swimming abilities’, (Dur et al. ) than the simpler behaviour of P. marinus.
The differences in the behaviour of the two Pseudodiaptomus species may be induced by the differences in the environment in which they live and by the different habits of the two species. Though not being exclusively pelagic, P. annandalei thrives in areas characterized by fluctuating turbulent conditions (Lee et al.  and references therein), where it has to move actively in the water column. P. marinus, instead, is usually considered a demersal species, living in highly eutrophic areas of internal sea, bays, harbours and brackish lakes (Razouls et al. [2005–2013]), often characterized by moderate hydrodynamic conditions. Attaching to the substrate, a typical behaviour of the Pseudodiaptomus genus (Fancett and Kimmerer ) is less pronounced in P. marinus, likely owing to experience less turbulent conditions, in comparison to P. annandalei.
Although the two congeneric species originated from the same region (Walter ) and share several habitats, only P. marinus is becoming one of the invasive species conquering new areas today. The environmental features of Lake Faro seem optimal for the establishment and successful proliferation of P. marinus. Other copepods of the same genus are well known for their invasive ability, i.e. Pseudodiaptomus inopinus and P. forbesi (Cordell et al. ). These species live in a more restricted salinity range, between freshwater and brackish (Cordell et al. ; Razouls et al. [2005–2013]), compared to P. marinus. Together with P. marinus and P. annandalei, they also share the tendency to live in proximity of the bottom. The tendency of P. annandalei to attach to the substrate in presence of strong currents (Beyrend-Dur et al. ; Shang et al. ) was described for P. inopinus as well (Cordell et al. ). At present, however, the knowledge of the behavioural traits of P. inopinus and P. forbesi is not sufficient to depict common features with P. marinus, which would allow them to successfully invade new areas.
The study of swimming behaviour of P. marinus explains how the peculiar hydrological and bathymetric features of Lake Faro allowed this species to successfully survive in such lake. To tackle this strong environmental constraint, the copepod has evolved a fully pelagic attitude in correspondence to the deoxygenated part of Lake Faro, avoiding the bottom and living in the water column all day (Sabia et al. ), though preserving its benthic behaviour along the shores. The presence of individual variations in the behaviour of individuals within a population is an important factor favouring the outcome of a new invasion (Wolf and Weissing ), and provides a basis to predict potential invasiveness (Carere and Gherardi ). The plasticity in the behaviour of P. marinus can be considered as a major factor, enhancing its capacity of colonising new environments.
The more specialized behaviour displayed by P. annandalei may be detrimental for the colonization of new habitats, although more details in the explanation of the non-invasivity of P. annandalei and the invasiveness of P. marinus, P. forbesi and P. inopinus should also be searched in their biological traits.
This paper is a part of the PhD thesis of L. Sabia defended in March 2012. We thank all members of Animal Biology and Marine Ecology Laboratory in Messina, in particular Prof. L. Guglielmo, Dr. M. Pansera and Dr. C. Brugnano for useful information and their help during the course of L.S. PhD, and all members of S. S's team in Wimereux for their help during the experiments and in maintaining the copepod cultures. This work was supported by a doctoral fellowship of the University of Messina [to L. S.], by the PRES ‘Université Lille Nord de France’ [to L. S.], by the MOKA project (Modelling and Observation of zooplanKtonic orgAnisms) financed by the Italian Ministry of Education, University and Research [ID: RBFR10VF6M to M. U.]. This paper is a contribution to the COPEFISH project (coordinated by S. S.) and funded by the Conseil Régional Nord Pas de Calais. The authors are grateful to Prof. G. Boxshall, Dr. A. Visser, Dr. M. G. Mazzocchi and an anonymous Reviewer for useful comments and suggestions. M. U. acknowledges M. Pottek for the design of the MOKA cartoon. L.S. is grateful to Dr. S. Batenburg for useful suggestion and a final check of this paper.
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