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Microorganisms 2013, 1(1), 58-70; doi:10.3390/microorganisms1010058
Published: 25 October 2013
Abstract: Among the planktonic dinoflagellates, the species-rich genus Neoceratium has particularly remarkable features that include its easily recognizable outline and large size. This ubiquitous genus shows consistent presence in all plankton samples and has been a model for numerous studies since the end of the 19th century. It has already been described as a good candidate to monitor water masses and describe ocean circulation. We argue that the sensitivity displayed by Neoceratium to water temperature also makes it relevant as an indicator of ocean warming. The advantages and interests of using Neoceratium species to monitor climate change on a large scale are reassessed in view of recent advances in understanding their biology and ecology.
1. A Species-Rich Genus of Historical Importance
Most scientists who have had the opportunity to observe marine phytoplankton under a microscope describe Ceratium as curious anchor-shaped or three-horned organisms. Of the dinoflagellates, the most famous genera are probably Ceratium Schrank and Protoperidinium Bergh, emend Balech, 1974, the history of which is very similar. As for Protoperidinium, the first descriptions of Ceratium taxa are very ancient and for both genera, the marine species have only recently been separated from freshwater ones and grouped under a different genus name, after studies provided morphological evidence favoring such a division . Thus, the new genus name, Neoceratium, proposed by Gómez et al. , identifies the marine species that once belonged to the genus Ceratium.
Prior to 1987, most bibliographic records correspond to studies focusing directly on Neoceratium. An observed increase in the number of records during the last 25 years of the 20th century likely corresponded more to an increasing trend in the number of publications in all fields. Indeed, numerous studies that both do or do not focus on phytoplankton, mention, cite or list Neoceratium species (Table 1).
|Table 1. Results of Web of Knowledge bibliographic search for “Neoceratium” or “Ceratium” entries within the title or main text.|
|Number of Bibliographic Records for Neoceratium or Ceratium Entries|
Two remarkable features could explain the recurrent citations of Neoceratium: worldwide distribution and species richness. The ubiquitous presence of this genus within the equatorial seas up to the polar ecosystems, in oceanic as well as neritic waters [3,4], explain why Neoceratium species are commonly observed in phytoplankton samples. Indeed, whatever the sampling methodology, absence of Neoceratium species within the microplankton sample is extremely rare. In addition the genus is characterized by a remarkably specific and also infraspecific richness  and includes more than 120 morphological taxa describing different species, infraspecific forms and varieties  that exhibit a great variety of shapes. As fairly large cells (from around 50 μm long up to 1 mm) that are typically outlined and widely distributed, they were logically among the very first described taxa of the microplankton.
The first illustrations of Neoceratium species by Müller  date from the end of the 18th century and the first monograph of the genus was provided by Jörgensen in 1911 . Since then, numerous studies and descriptions of Neoceratium taxa have followed leading to profuse literature but also an inextricable jumble of taxonomic designations. Indeed, while some authors interpreted the high morphological variability as criteria for species delineation, others viewed it as the expression of infraspecific variability. This resulted in a multiplication of taxonomic names and synonyms. In the 1980s, Sournia considered that there were 120 reliable names, 85 uncertain names and as many invalid names of infraspecific taxa . This observation led to the author proposing a non-conventional nomenclature in his own monograph of the genus, to identify and characterize the high morphological variability with the most plausible accuracy . From his observations and the analysis of former studies, he suggested that water temperature was a constraining factor for Neoceratium species, and that the morphological variability observed within the genus may be explained by the environmental conditions resulting from the effect of temperature on the physical property of water, i.e., viscosity of the medium. Indeed, for several Neoceratium species, certain cells exhibit a slender general aspect traducing a trend to extension (thin and long horns, and the occurrence of numerous expansions or inflated horns) whereas others show a robust outline (shorter and wider horns and central body, the occurrence of crests, and thicker theca) tending towards compactness. The slender forms may thus reflect an adaptation of a species to improve their floatability in warmer waters characterized by lower viscosity. On the other hand, the higher viscosity of colder waters would offer better floatability to cells thus allowing the development of compact and robust forms (Figure 1). According to Sournia, the analysis of the seasonal and biogeographical occurrence of several taxa based on the compilation of several observations corroborates this hypothesis and supports the infraspecific level of the morphological variability in Neoceratium genus . To clarify the taxonomic identifications within this genus, he developed a totally new nomenclature which reconsidered several species as extreme infraspecific forms adapted to opposite temperature conditions, and characterized cells with intermediate shapes which seemed to constitute transition adaptations between the extreme varieties of a species (see Sournia for nomenclature criteria ). Although this nomenclature has been rarely used since, it nevertheless provides a very useful tool to describe without confusion the amazing morphological variability in this genus, and represents a first attempt to relate the taxonomic descriptions in the literature to each other and clarify the corresponding taxonomic designations.
2. A Frequent Model in Marine Research Studies
Its frequent occurrence in water samples has made Neoceratium one of the preferred models in studies focusing on phytoplankton, in particular experimental studies investigating different aspects of dinoflagellate ecophysiology, including their bioluminescence [9,10], flagella mobility [11,12], cell division and growth rate [13,14,15], diurnal cycle , trophic relationships and mixotrophy [17,18,19]. The large size of the cells and the characteristic morphological features of the horns in Neoceratium constitute a great advantage in terms of enabling easy discrimination and isolation from a sample. Abundance, frequency and easy recognition are all important factors to consider when choosing a biological model as together they ensure a constant supply of cells and permit the reproduction of experiments and measurements. Accordingly, Neoceratium represents an ideal candidate as a biological model.
Neoceratium is also an interesting model for studying water masses and current regimes. For instance, analysis of the valuable time-series provided by the Continuous Plankton Recorder in the North Atlantic Sea has revealed a strong relationship between the occurrence of dinoflagellates, including numerous Neoceratium species, and the description of the water circulation . In the Pacific Ocean, the distribution patterns of dinoflagellates appear to reflect the development of El Niño events  as some species are indicators of different water masses affected by this phenomenon. One example is Neoceratium breve which is considered as an indicator of Equatorial Surface Waters [21,22].
In addition, several biogeographical investigations have confirmed that the majority of Neoceratium species are restricted to marine regions characterized by specific thermal conditions [4,23]. A large study performed in the North Atlantic Ocean based on numerous observations and bibliographic data proposed the categorization of the species into six groups presenting different biogeographical distributions and thermal affinities : an arctic-temperate group subjugated to temperatures less than 15 °C, a cosmopolitan group made up of the ubiquitous and frequently bloom-forming species, an intermediate group with species absent from the coldest and warmest waters, a temperate-tropical group subjugated to a lower temperature limit of 5–12 °C, a warm-temperate-tropical group with a lower thermic boundary of 14–15 °C, and a tropical group within which species are rarely found in waters with temperatures below 20 °C. A similar study based on the same approach was also conducted in the western Pacific Ocean but the multivariate analysis did not allow the constitution of logical groups of species, although biogeographical zones for Neoceratium could be defined by the analysis of sampling stations . In the Arctic Ocean, one Neoceratium species appears to be one of the rare dinoflagellates that can be considered as Arctic-boreal taxa .
3. Investigating the Potential of Neoceratium Species as Indicators of Ocean Warming
Together, the features describing Neoceratium, i.e., ubiquity, frequency, taxonomic richness and sensitivity to temperature, suggest this genus may provide interesting ecological indicators to monitor global warming. However, some prerequisites are needed to justify the relevancy of an ecological indicator. The selection of ecological indicators should ensure their meeting several criteria. They should be easy to measure, have high sensitivity and known response to stress, have predictable responses to stress, be anticipatory (warning signal of ecosystem change), display disturbance and changes over time (i.e., well-documented model), and show low variability in terms of responses . Numerous data in the literature provide evidence in support of Neoceratium meeting several of these conditions (Table 2); these are discussed below.
|Table 2. Neoceratium features that match the prerequisites for ecological indicator validation.|
|Prerequisites for Ecological Indicators||Neoceratium Features|
|Easily measured||Quick identification within phytoplankton|
|Ubiquitous, all year round present|
|Sensitive to stress||Sensitive to change in water temperature|
|Predictable response to stress (water warming)||Appearance of warm-water species|
|Shift in seasonal pattern|
|Northward extension range|
|Anticipatory response to change||Fast response to change because of short generation time|
|Well-known response to natural and anthropogenic changes||Well-documented and well-studied genus|
|Profuse literature (biogeographical studies, presence/absence data, long-term series)|
|Low variability in response||Low variability in response at species level|
Monitoring one or several Neoceratium species represents a quite inexpensive and easy measurement process. As previously detailed, Neoceratium cells are easily recognizable within phytoplankton samples by virtue of their typical morphology, size and dominance in the dinoflagellates fraction. In addition, their all year round presence and cosmopolitan distribution lend to a potential use as an indicator on a world-ocean scale and in various climatic situations. Unlike the monitoring required for other diatoms or dinoflagellates species which is often laborious, that of Neoceratium implies quite simple logistics. First, Neoceratium species are preferentially obtained by harvesting in a phytoplankton net which allows the rapid collection of a significant number of cells to observe. Second a classic light microscope and a low magnification (100×) are sufficient to perform taxonomic identification of Neoceratium taxa . The identification of the majority of the thecate dinoflagellates is based on tabulation and necessitates fluorescent labeling of the theca or the delicate dissection of the cell. These time-consuming manipulations are not compatible for the monitoring of a species via the routine observations of cells. In contrast, the current taxonomic identification of Neoceratium is exclusively based on morphological criteria which mainly consider the global size and shape as well as the curvation of the horns . Recently developed, well-illustrated and accessible websites aiming to help taxonomists and non-taxonomists identify phytoplanktonic species are valuable tools for promoting this kind of monitoring. One website in particular is dedicated to the identification of Neoceratium taxa at the species and infraspecies levels . The use of such a website illustrating the infraspecies richness should prevent any confusion at the species level, and thus provide a reliable tool for the measurement of Neoceratium occurrence. Although phytoplankton have a short generation time, and should theoretically respond very quickly to environmental changes, their dynamics are driven by different ecological factors which results in large annual and inter-annual variability in terms of species assemblages . This makes highlighting any possible change in composition related to ocean warming very arduous. Although globally present at quite low abundances, Neoceratium species show consistent all year round and year-to-year presence [4,27,30]. This particularity decisively provides consistent time-series which allow the detection of a significant response to any environmental change. The sensitivity of Neoceratium species to water temperature and how they respond to temperature increase may therefore permit the anticipation of the likely response of the genus to future ocean warming. Numerous studies have thus investigated the response of Neoceratium to warming. In terms of abundance, warming seems to have a positive effect on the Neoceratium species, as with other dinoflagellates . In the laboratory, a recent experimental study focusing on the effect of warming on the transfer of carbon in the planktonic community highlighted that even a slight increase of temperature seemed to favor the development of Neoceratium species . This trend is supported by the results of many large-scale investigations. One study analyzing Continuous Plankton Recorder data found that the abundance of several Neoceratium species increased in the North Sea during the post-90s while the central point of the spatial distribution pattern of Neoceratium furca moved northward as a likely consequence of climate change . Phenological changes were also observed in the same area with an earlier occurrence of seasonal peak for several dinoflagellate genera, including Neoceratium . Warming had also affected Neoceratium composition during the last century, as shown by a study conducted in the northwestern Mediterranean Sea, based on comparing old data gathered in the literature to new data obtained from analysis of recent samples . Indeed, the warming of surface waters seemed to have subtly modified the seasonal assemblage of Neoceratium species in the Ligurian Sea, which tended to become closer to the assemblage characterizing the Tyrrhenian waters. In addition, a decrease in species richness was observed during the warm season in surface samples while it increased in vertical ones, suggesting that deeper localization may represent another possible phenological response of stenothermic taxa to warming. Clear patterns have thus been identified in the response of Neoceratium to increases in water temperatures, in terms of biomass, composition and phenology.
The choice of phytoplanktonic species like Neoceratium as ecological indicators is also relevant with regards the need to anticipate changes in the community structure and/or the environment due to climate change. Indeed, phytoplankton presents short generation times, which ensure their fast response to and thus our early detection of any modification or perturbation of the environment.
Neoceratium has been studied for decades and as such the literature provides a lot of information describing its response to natural perturbations and anthropic stresses. This is an important prerequisite to evaluate a target response to a specific change (here warming) from the established pattern of known responses . Thus, diverse biogeographical studies characterizing the thermal ranges of occurrence of Neoceratium species and clustering them according to their biogeographical affinities [3,4,23,24] provide valuable tools to detect possible biogeographical changes due to warming. In addition, there exist many checklists that record the occurrence of dinoflagellate species including Neoceratium species based on the review of phytoplankton studies [5,35,36,37,38,39,40]. These constitute a very useful database to assess the appearance or disappearance of Neoceratium species in the different marine basins, or to identify patterns of biogeographical extension.
Finally, an ecological indicator should preferentially show a low variability in response, in order to isolate the effective response to a change from the natural background variability. One may consider that Neoceratium does not really meet this criterion as variability of morphology is one of its features known to be influenced by several parameters, including water temperature. Some of these morphological changes reflect physiological processes that have, until recently, been completely ignored. For example, the successful cultures of Neoceratium ranipes revealed that the variations in the number and length of digitations at the extremities of the antapical horns (Figure 2) were the consequence of their deployment/retraction following a diurnal cycle . While the presence and size of these appendages were previously considered as possible adaptations to improve the floatability in lower viscosity conditions, the results from this study suggest for the first time that these spectacular morphological changes could in fact reflect an adaptation of pigment content to light conditions, or a process to control sinking speed and circadian vertical migrations. This remarkable case and another on the seasonal cycle of Neoceratium taxa  thus confirm that additional parameters other than water temperature may influence the great variability observed in the Neoceratium genus. However, this variability may be mainly related to an intraspecific plasticity as was suggested by the first phylogenetic study of the genus . Each sequenced species constituted a distinct clade in accordance with their morphological differences and was represented by a single sequence which could not express possible infraspecific polymorphism. At the species level, Neoceratium should therefore provide good indicators of water warming, at the condition that their infraspecific variability is identified, clearly documented and accessible to ensure a reliable taxonomic identification. A better illustration of this infraspecific variability in identification tools which still often neglect this aspect is first required . More phylogenetic analyses including several sequences of both specific and infraspecific taxa would then confirm the status of morphologically distinct species and clarify the taxonomic level of variability.
4. Potential Neoceratium Metrics for Monitoring of Ocean Warming
While enriching the old bibliography, the recent advances in Neoceratium ecology and biology reinforce the relevancy of using Neoceratium species to monitor ocean warming. The genus could thus provide different kinds of metrics for use as ecological indicators that consider either the species assemblage or one target species.
First, monitoring the total abundance of Neoceratium taxa should constitute an easy-to-acquire measurement that reflects the change in phytoplankton assemblage. For instance, this metric could provide a good indication of dinoflagellate evolution with climate change since increasing temperatures have been shown to favor their net growth rate [41,42,43]. This can result in the shifting of phytoplankton composition and functioning, sometimes at the expense of other phytoplanktonic groups, like diatoms . In the context of ecosystems management and health status monitoring, phytoplankton is usually employed as an indicator of nutrient conditions in aquatic and coastal ecosystems, the assessment of which is required by several legislations . Currently, chlorophyll a constitutes the metric most commonly used to describe phytoplankton community evolution , since it provides a simple and integrative measure of phytoplankton biomass . Nonetheless, this kind of indicator does not take into account heterotrophic species which play an important trophic role in the planktonic ecosystem . Consequently, new metrics depicting phytoplankton composition are required by legislations such as the Water Framework Directive (WFD, 2000/60/EC) . Assuming that Neoceratium dynamics would reflect those of other dinoflagellates characterized by the same ecophysiological requirements, a metric based on Neoceratium species abundance monitoring in coastal and marine ecosystems could meet such requirements.
Monitoring total Neoceratium assemblage on a regional scale may reveal a trend towards northward extension in response to regional warming. Indeed, since planktonic organisms are primarily subjugated by water masses and currents, the first and most obvious consequence of a change in their environmental conditions is the modification of their distribution range . In fact, the latitudinal changes of distribution related to sea warming, and/or the change in seasonal patterns of abundances, have already been documented for other planktonic groups, e.g., copepods  and ciliates . In Europe, a northward movement of species in open ecosystems in response to warming is expected, while in semi-enclosed ones (e.g., Black Sea and Mediterranean Sea), the decline of endemic species is likely to be compensated by the arrival of species from adjacent seas . As an example, special attention could be given to the appearance in the western Mediterranean of warm-water Neoceratium (N. breve, N. egyptiacum, N. reflexum) that extended their distribution range from the eastern basin and the Atlantic with warming .
Monitoring the long-term trends in the richness of specific species can also constitute a good indicator of warming. In particular, some stenotherm species have been shown to disappear from surface waters in warmer conditions . This type of metric would provide interesting insights into changes in phytoplankton diversity in response to temperature increase.
Surveying one or a small number of specific also is able to reflect a trend in the response to warming with the advantage of considerably limiting the monitoring effort. For such a survey, the selection of the target species should depend on geographical location and consider the species’ biogeographical characteristics as well as any local Neoceratium assemblage previously described. The thermal range of a species may differ from one basin to another. For instance, one recent study focusing on the annual cycle of Neoceratium in the Ligurian Sea underlined some discrepancies with the thermal ranges of occurrence previously described in biogeographical analyses conducted in other oceanic regions than the Mediterranean Sea, especially with regards to some warm-water species occurring in colder waters than expected . The numerous checklists that have now been published should offer a useful basis on which to select appropriate species indicators according to location.
These recent data provide new insights into the diversity and taxonomic richness of Neoceratium and reinforce the interest in using this genus as a biological model in marine research studies. Finally, the monitoring of Neoceratium species as an indicator of ocean warming offers undisputable advantages including moderate counting effort as the only genus which is both cosmopolitan and perennial with easily recognizable cells for easy isolation from samples. In addition, current literature provides a rich database made up of regional species checklists and biogeographical resources. This biological model may also meet the requirements of new ecological indicators by reflecting the phytoplankton composition rather than being solely based on chlorophyll-derived biomass.
The development of digitization tools over the last few decades will also provide new perspectives for plankton surveys on ocean or even worldwide scales . For instance, the FlowCAM (Flow Cytometer And Microscope), was designed to specifically detect and digitize particles in the size range of phytoplankton (2–3000 μm) . The use of such an instrument will greatly benefit the analysis of very large numbers of samples required for a biogeographical study. It should also prove valuable in the detection and monitoring of phytoplanktonic indicators, such as Neoceratium species, in the context of modern oceanographic campaigns aiming to assess marine biodiversity on a global scale. One example would be the 2.5 year Tara Oceans expedition undertaken to explore the complex properties of the planktonic ecosystems .
This work was supported by the MarBEF European Network of Excellence “Marine Biodiversity and Ecosystem Functioning” in the MARPLAN program for European integration of marine microplankton research. Financial support was provided by the French ANR AQUAPARADOX. We thank the anonymous reviewers for their valuable advice which helped greatly improve the quality of our manuscript.
Conflict of Interest
The authors declare no conflict of interest.
- Balech, E. El genero Protoperidinium Bergh, 1881 (Peridinium Ehrenberg, 1831, partim). In Rev. Mus. Argent. Cienc. Nat. Bernardino Rivadavia Inst. Nac. Invest. Cienc. Nat.; 1974; Volume 4, pp. 1–79.(in Spanish). [Google Scholar]
- Gómez, F.; Moreira, D.; López-García, P. Neoceratium gen. nov., a new genus for all marine species currently assigned to Ceratium (Dinophyceae). Protist 2010, 161, 35–54. [Google Scholar] [CrossRef]
- Sournia, A. Le genre Ceratium (péridinien planctonique) dans le Canal de Mozambique: Contribution à une révision mondiale. Vie Milieu A 1967, 18, 375–499.(in French). [Google Scholar]
- Dodge, J.D.; Marshall, H.G. Biogeographic analysis of the armored planktonic dinoflagellate Ceratium in the North Atlantic and adjacent seas1. J. Phycol. 1994, 30, 905–922. [Google Scholar]
- Gómez, F. A list of free-living dinoflagellate species in the world’s oceans. Acta Bot. Croat. 2005, 64, 129–212. [Google Scholar]
- Müller, O.F. Animalcula Infusoria Fluviatilia et Marina: Quae Detexit, Systematice Descripsit et ad Vivum Delineari Curavit; Nicholae Molleri: Copenhagen, Denmark, 1786. [Google Scholar]
- Jörgensen, E. Die Ceratien: Eine kurze Monographie der Gattung Ceratium Schrank. Int. Revue ges. Hydrobiol. Hydrogr. 1911, 4, 1–124. [Google Scholar] [CrossRef]
- Sournia, A. Classe des Dinophycées. In Atlas du Phytoplancton Marin; (in French). Sournia, A., Ed.; Centre National de la Recherche Scientifique: Paris, France, 1986; pp. 26–98. [Google Scholar]
- Sullivan, J.M.; Swift, E. Photoenhancement of bioluminescence capacity in natural and laboratory populations of the autotrophic dinoflagellate Ceratium fusus (Ehrenb.) Dujardin. J. Geophys. Res. 1995, 100, 6565–6574. [Google Scholar] [CrossRef]
- Latz, M.I.; Nauen, J.C.; Rohr, J. Bioluminescence response of four species of dinoflagellates to fully developed pipe flow. J. Plankton Res. 2004, 26, 1529–1546. [Google Scholar] [CrossRef]
- Brokaw, C.J.; Wright, L. Bending waves of the posterior flagellum of Ceratium. Science 1963, 142, 1169–1170. [Google Scholar]
- Sato, H.; Greuet, C.; Cachon, M.; Cosson, J. Analysis of the contraction of an organelle using its birefringency: The R-fibre of the Ceratium (Dinoflagellate) flagellum. Cell Biol. Int. 2004, 28, 387–396. [Google Scholar] [CrossRef]
- Elbrächter, M. Population dynamics of Ceratium in coastal waters of the Kiel Bay. Oikos 1973, 15, 43–48. [Google Scholar]
- Weiler, C.S.; Eppley, R.W. Temporal pattern of division in the dinoflagellate genus Ceratium and its application to the determination of growth rate. J. Exp. Mar. Biol. Ecol. 1979, 39, 1–24. [Google Scholar] [CrossRef]
- Weiler, C.S. Population structure and in situ division rates of Ceratium in oligotrophic waters of the North Pacific central gyre. Limnol. Oceanogr. 1980, 25, 610–619. [Google Scholar] [CrossRef]
- Pizay, M.D.; Lemée, R.; Simon, N.; Cras, A.L.; Laugier, J.P.; Dolan, J.R. Night and day morphologies in a planktonic dinoflagellate. Protist 2009, 160, 565–575. [Google Scholar] [CrossRef]
- Smalley, G.W.; Coats, D.W.; Adam, E.J. A new method using fluorescent microspheres to determine grazing on ciliates by the mixotrophic dinoflagellate Ceratium furca. Aquat. Microb. Ecol. 1999, 17, 167–179. [Google Scholar] [CrossRef]
- Smalley, G.W.; Coats, D.W.; Stoecker, D.K. Feeding in the mixotrophic dinoflagellate Ceratium furca is influenced by intracellular nutrient concentrations. Mar. Ecol. Prog. Ser. 2003, 262, 137–151. [Google Scholar] [CrossRef]
- Skovgaard, A.; Hansen, P.J.; Stoecker, D.K. Physiology of the mixotrophic dinoflagellate Fragilidium subglobosum. I. Effects of phagotrophy and irradiance on photosynthesis and carbon content. Mar. Ecol. Prog. Ser. 2000, 201, 129–136. [Google Scholar] [CrossRef]
- Raine, R.; White, M.; Dodge, J.D. The summer distribution of net plankton dinoflagellates and their relation to water movements in the NE Atlantic Ocean, west of Ireland. J. Plankton Res. 2002, 24, 1131–1147. [Google Scholar] [CrossRef]
- Ochoa, N.; Gómez, O. Dinoflagellates as indicators of water masses during El Niño, 1982–1983. J. Geophys. Res. Oceans 1987, 92, 14355–14367. [Google Scholar] [CrossRef]
- Sanchez, G.; Calienes, R.; Zuta, S. The 1997–98 El Ninõ and its effects on the coastal marine ecosystem off Peru. CalCOFI Rep. 2000, 41, 62–86. [Google Scholar]
- Semina, H.J.; Levashova, S.S. The biogeography of tropical phytoplankton species in the Pacific Ocean. Int. Revue ges. Hydrobiol. Hydrogr. 1993, 78, 243–262. [Google Scholar] [CrossRef]
- Dodge, J.D. Biogeography of the planktonic dinoflagellate Ceratium in the western Pacific. Korean J. Phycol. 1993, 8, 109–119. [Google Scholar]
- Okolodkov, Y.B.; Dodge, J.D. Biodiversity and biogeography of planktonic dinoflagellates in the Arctic Ocean. J. Exp. Mar. Biol. Ecol. 1996, 202, 19–27. [Google Scholar] [CrossRef]
- Dale, V.H.; Beyeler, S.C. Challenges in the development and use of ecological indicators. Ecol. Indic. 2001, 1, 3–10. [Google Scholar] [CrossRef]
- Tunin-Ley, A.; Labat, J.P.; Gasparini, S.; Mousseau, L.; Lemée, R. Annual cycle and diversity of species and infraspecific taxa of Ceratium (Dinophyceae) in the Ligurian Sea, northwest Mediterranean. J. Phycol. 2007, 43, 1149–1163. [Google Scholar] [CrossRef]
- Tunin-Ley, A.; Vaugelas, J.D.; Garcia, D.; Marro, S.; Lemée, R. A new collaborative web site to improve the accuracy of dinoflagellate identification: Focus on the morphologically-variable genus Neoceratium (Schrank) Gomez, Moreira et Lopez-Garcia. Cryptogam. Algol. 2012, 33, 399–404. [Google Scholar] [CrossRef]
- Margalef, R. Life-forms of phytoplankton as survival alternatives in an unstable environment. Oceanol. Acta 1978, 1, 493–509. [Google Scholar]
- Tunin-Ley, A.; Ibañez, F.; Labat, J.P.; Zingone, A.; Lemée, R. Phytoplankton biodiversity and NW Mediterranean Sea warming: Changes in the dinoflagellate genus Ceratium in the 20th century. Mar. Ecol. Prog. Ser. 2009, 375, 85–99. [Google Scholar] [CrossRef]
- Li, T.; Liu, S.; Huang, L.; Huang, H.; Lian, J.; Yan, Y.; Lin, S. Diatom to dinoflagellate shift in the summer phytoplankton community in a bay impacted by nuclear power plant thermal effluent. Mar. Ecol. Prog. Ser. 2011, 424, 75–85. [Google Scholar] [CrossRef]
- Vázquez-Domínguez, E.; Vaqué, D.; Gasol, J.M. Temperature effects on the heterotrophic bacteria, heterotrophic nanoflagellates, and microbial top predators of the NW Mediterranean. Aquat. Microb. Ecol. 2012, 67, 107–121. [Google Scholar] [CrossRef]
- Edwards, M.; Johns, D.G.; Leterme, S.C.; Svendsen, E.; Richardson, A.J. Regional climate change and harmful algal blooms in the northeast Atlantic. Limnol. Oceanogr. 2006, 51, 820–829. [Google Scholar] [CrossRef]
- Edwards, M.; Richardson, A.J. Impact of climate change on marine pelagic phenology and trophic mismatch. Nature 2004, 430, 881–884. [Google Scholar] [CrossRef]
- Taylor, F.J. A preliminary annotated check list of dinoflagellates from New Zealand coastal waters. J. R. Soc. N. Z. 1974, 4, 193–201. [Google Scholar] [CrossRef]
- Okolodkov, Y.B. A checklist of dinoflagellates recorded from the Russian Arctic seas. Sarsia 1998, 83, 267–292. [Google Scholar]
- Gómez, F. Checklist of Mediterranean free-living dinoflagellates. Bot. Mar. 2003, 46, 215–242. [Google Scholar]
- Gómez, F.; Boicenco, L. An annotated checklist of dinoflagellates in the Black Sea. Hydrobiologia 2004, 517, 43–59. [Google Scholar] [CrossRef]
- Hoppenrath, M. A revised checklist of planktonic diatoms and dinoflagellates from Helgoland (North Sea, German Bight). Helgol. Mar. Res. 2004, 58, 243–251. [Google Scholar] [CrossRef]
- Guilloux, L.; Rigaut Jalabert, F.; Jouenne, F.; Ristori, S.; Viprey, M.; Not, F.; Vaulot, D.; Simon, N. An annotated checklist of Marine Phytoplankton taxa at the SOMLIT-Astan time series off Roscoff (Western English Channel, France): Data collected from 2000 to 2010. Cah. Biol. Mar. 2013, 54, 247–256. [Google Scholar]
- Nagasoe, S.; Kim, D.I.; Shimasaki, Y.; Oshima, Y.; Yamaguchi, M.; Honjo, T. Effects of temperature, salinity and irradiance on the growth of the red tide dinoflagellate Gyrodinium instriatum Freudenthal et Lee. Harmful Algae 2006, 5, 20–25. [Google Scholar] [CrossRef]
- Baek, S.H.; Shimode, S.; Kikuchi, T. Growth of dinoflagellates, Ceratium furca and Ceratium fusus in Sagami Bay, Japan: The role of temperature, light intensity and photoperiod. Harmful Algae 2008, 7, 163–173. [Google Scholar] [CrossRef]
- Xu, N.; Duan, S.; Li, A.; Zhang, C.; Cai, Z.; Hu, Z. Effects of temperature, salinity and irradiance on the growth of the harmful dinoflagellate Prorocentrum donghaiense Lu. Harmful Algae 2010, 9, 13–17. [Google Scholar] [CrossRef]
- Garmendia, M.; Borja, A.; Franco, J.; Revilla, M. Phytoplankton composition indicators for the assessment of eutrophication in marine waters: Present state and challenges within the European directives. Mar. Pollut. Bull. 2013, 66, pp. 7–16. Available online: http://dx.doi.org/10.1016/j.marpolbul.2012.10.005 (accessed on 15 January 2013). [Google Scholar]
- Devlin, M.; Best, M.; Coates, D.; Bresnan, E.; O’Boyle, S.; Park, R.; Silke, J.; Cusack, C.; Skeats, J. Establishing boundary classes for the classification of UK marine waters using phytoplankton communities. Mar. Pollut. Bull. 2007, 55, 91–103. [Google Scholar] [CrossRef]
- Domingues, R.B.; Barbosa, A.; Galvão, H. Constraints on the use of phytoplankton as a biological quality element within the Water Framework Directive in Portuguese waters. Mar. Pollut. Bull. 2008, 56, 1389–1395. [Google Scholar] [CrossRef]
- Henriksen, P. Reference conditions for phytoplankton at Danish Water Framework Directive intercalibration sites. Hydrobiologia 2009, 629, 255–262. [Google Scholar] [CrossRef]
- Hays, G.C.; Richardson, A.J.; Robinson, C. Climate change and marine plankton. Trends Ecol. Evol. 2005, 20, 337–344. [Google Scholar] [CrossRef]
- Beaugrand, G.; Reid, P.C.; Ibanez, F.; Lindley, J.A.; Edwards, M. Reorganisation of North Atlantic marine copepod biodiversity and climate. Science 2002, 296, 1692–1694. [Google Scholar] [CrossRef]
- Hinder, S.L.; Manning, J.E.; Gravenor, M.B.; Edwards, M.; Walne, A.W.; Burkill, P.H.; Hays, G.C. Long-term changes in abundance and distribution of microzooplankton in the NE Atlantic and North Sea. J. Plankton Res. 2012, 34, 83–91. [Google Scholar] [CrossRef]
- Philippart, C.J.; Anadón, R.; Danovaro, R.; Dippner, J.W.; Drinkwater, K.F.; Hawkins, S.J.; Oguz, T.; O’Sullivan, G.; Reid, P.C. Impacts of climate change on European marine ecosystems: Observations, expectations and indicators. J. Exp. Mar. Biol. Ecol. 2011, 400, 52–69. [Google Scholar] [CrossRef]
- Benfield, M.C.; Grosjean, P.; Culverhouse, P.F.; Irigoien, X.; Sieracki, M.E.; Lopez-Urrutia, A.; Dam, H.G.; Hu, Q.; Davis, C.S.; Hansen, A.; et al. RAPID: Research on automated plankton identification. Oceanography 2007, 20, 12–26. [Google Scholar]
- Sieracki, C.K.; Sieracki, M.E.; Yentsch, C.S. An imaging-in-flow system for automated analysis of marine microplankton. Mar. Ecol. Prog. Ser. 1998, 168, 285–296. [Google Scholar] [CrossRef]
- Karsenti, E. Towards an “Oceans Systems Biology”. Mol. Syst. Biol. 2012. Available online: http://www.nature.com/msb/journal/v8/n1/full/msb20128.html (accessed on 27 March 2012). [Google Scholar] [CrossRef]
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