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Structure and ecological aspects of zooplankton (Testate amoebae, Rotifera, Cladocera and Copepoda) in highland streams in southern Brazil

Estrutura e aspectos ecológicos do zooplâncton (Testate amoebae, Rotifera, Cladocera e Copepoda) em rios de montanha no sul do Brasil

Abstracts

Abstract

Aim: This study aimed to characterize the zooplankton structure in highland streams in southern Brazil, Pelotas River sub-basin, as well as the respective relationships with the environmental conditions in the different seasons.

Methods

Zooplankton was collected using a plankton net (68 µm mesh) and concentrated into a volume of 50 ml for later analysis in the laboratory. Sampling occurred during the winter (August 2013), spring (November 2013), summer (February 2014) and autumn (May 2014).

Results

Rotifers and testate amoebae were the predominant groups. Mean abundance, diversity and evenness varied considerably between the different seasons. The variability of zooplankton was correlated to environmental conditions (conductivity, suspended solids, pH, temperature and dissolved oxygen).

Conclusions

The seasonal variation of the zooplankton community made it possible to elucidate some questions involving the ecology of these organisms in highland streams in southern Brazil. These unique ecosystems warrant further research and monitoring efforts, including studies of their hydrological patterns, biological diversity and adaptive mechanisms of the zooplankton community.

Keywords:
driving variables; mountain; Pelotas River sub-basin; potamoplankton; taxonomic composition


Resumo

Objetivo: Este estudo teve como objetivo caracterizar a estrutura do zooplâncton em rios de montanha no sul do Brasil, sub-bacia do rio Pelotas, bem como, as respectivas relações com as condições ambientais nas diferentes estações do ano.

Métodos

O zooplâncton foi coletado usando uma rede de plâncton (malha de 68 μm) e concentrado em um volume de 50 ml para posterirormente ser analisado em laboratório. As amostragens ocorreram durante o inverno (agosto de 2013), primavera (novembro de 2013), verão (fevereiro de 2014) e outono (maio de 2014).

Resultados

Os rotíferos e as amebas testáceas foram os grupos predominantes. Os valores médios de abundância, diversidade e equitabilidade variaram consideravelmente entre as diferentes estações do ano. A variabilidade do zooplâncton foi correlacionada com as condições ambientais (condutividade, sólidos em suspensão, pH, temperatura e oxigênio dissolvido).

Conclusão

A variação sazonal da comunidade zooplanctônica possibilitou elucidar algumas questões que envolvem a ecologia desses organismos em rios de montanhas no sul do Brasil. Esses ecossistemas únicos merecem maiores esforços de pesquisa e monitoramento, incluindo estudos dos seus padrões hidrológicos, diversidade biológica e mecanismos adaptativos da comunidade zooplanctônica.

Palavras-chave:
variáveis condutoras; montanha; sub-bacia do rio Pelotas; potamoplâncton; composição taxonômica


1. Introduction

The highlands of southern Brazil contain remarkable freshwater resources, whose quality, chiefly in the headwater areas, is mostly acceptable ( Buckup et al., 2007 BUCKUP, L., BUENO, A.A.P., BOND-BUCKUP, G., CASAGRANDE, M. and MAJOLO, F. The benthic macroinvertebrate fauna of highland streams in southern Brazil: composition, diversity and structure. Revista Brasileira de Zoologia, 2007, 24(2), 294-301. http://dx.doi.org/10.1590/S0101-81752007000200005.
http://dx.doi.org/10.1590/S0101-8175200...
). These areas are of great biological importance ( Winckler-Sosinski et al., 2009 WINCKLER-SOSINSKI, L.T., SCHWARZBOLD, A. and SCHULZ, U. Fish assemblage structure in altitude rivers under the effect of exotic species introduction, northeast of Rio Grande do Sul, Brazil. Acta Limnologica Brasiliensia, 2009, 21(4), 473-482. ; Mazzoni et al., 2014 MAZZONI, A.C., LANZER, R. and SCHAFER, A. Tolerance of benthic macroinvertebrates to organic enrichment in highland streams of northeastern Rio Grande do Sul, Brazil. Acta Limnologica Brasiliensia, 2014, 26(2), 119-128. http://dx.doi.org/10.1590/S2179-975X2014000200003.
http://dx.doi.org/10.1590/S2179-975X201...
; Braun et al., 2014 BRAUN, M.B., PIRES, M.M., KOTZIAN, C.B. and SPIES, M.R. Diversity and ecological aspects of aquatic insect communities from montane streams in southern Brazil. Acta Limnologica Brasiliensia, 2014, 26(2), 186-198. http://dx.doi.org/10.1590/S2179-975X2014000200009.
http://dx.doi.org/10.1590/S2179-975X201...
). Several drainage basins have their headwaters in the highlands of southern Brazil; the largest is the Pelotas River, a tributary of the Uruguay River.

Water bodies of mountains are physically rigorous and ecologically demanding habitats for planktonic organisms, mostly because of a low buffering capacity and low nutrient levels ( Psenner, 2002 PSENNER, R. Alpine waters in the interplay of global change: complex links - simple effects. In: K.W. STEININGER and H. WECK-HANNEMANN, eds. Global environmental change in alpine region: recognition, impact, adaptation and mitigation. Northampton: Edward-Elgar Publishing, 2002. ; Williamson et al., 2008 WILLIAMSON, C.E., DODDS, W., KRATZ, T.K. and PALMER, M.A. Lakes and streams as sentinels of environmental change in terrestrial and atmospheric processes. Frontiers in Ecology and the Environment, 2008, 6(5), 247-254. http://dx.doi.org/10.1890/070140.
http://dx.doi.org/10.1890/070140 ...
). In addition, the high elevation leads to increased exposure to ultraviolet radiation as well as a shortened growing season that aggravates plankton populations due to both temperature and light limitations ( Williamson et al., 2008 WILLIAMSON, C.E., DODDS, W., KRATZ, T.K. and PALMER, M.A. Lakes and streams as sentinels of environmental change in terrestrial and atmospheric processes. Frontiers in Ecology and the Environment, 2008, 6(5), 247-254. http://dx.doi.org/10.1890/070140.
http://dx.doi.org/10.1890/070140 ...
). The extreme environmental conditions of these ecosystems lead to a relatively simple food web, which reacts more quickly and more sensitively to environmental changes than other environments, making mountain environments one of the most sensitive indicators of environmental change ( Sommaruga, 2001 SOMMARUGA, R. The role of solar UV radiation in the ecology of alpine lakes. Journal of Photochemistry and Photobiology, 2001, 62(1-2), 35-42. http://dx.doi.org/10.1016/S1011-1344(01)00154-3. PMid:11693365.
http://dx.doi.org/10.1016/S1011-1344(01...
; Kumar et al., 2012 KUMAR, P., WANGANEO, A., SONAULLAH, F. and WANGANEO, R. Limnological Study on two High Altitude Himalayan Ponds, Badrinath, Uttarakhand. International Journal of Ecosystem , 2012, 2(5), 103-111. http://dx.doi.org/10.5923/j.ije.20120205.04.
http://dx.doi.org/10.5923/j.ije.2012020...
).

Ecological research on Brazilian highland water bodies is rare. Moreover, scientific knowledge of zooplankton diversity in these environments in southern Brazil is almost nonexistent. This is due to the exceptional topography, which restricts these montane ecosystems to regions which are difficult to access, and also because studies of these ecosystems are still in the early stages or have received little attention ( Santos-Wisniewski et al., 2002 SANTOS-WISNIEWSKI, M.J., ROCHA, O., GÜNTZEL, A.M. and MATSUMURA-TUNDISI, T. Cladocera Chydoridae of high altitude water bodies (Serra da Mantiqueira), in Brazil. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2002, 62(4A), 681-687. http://dx.doi.org/10.1590/S1519-69842002000400016. PMid:12659018.
http://dx.doi.org/10.1590/S1519-6984200...
; Eskinazi-Sant’Anna et al., 2011 ESKINAZI-SANT’ANNA, E.M., FREITAS, L.D. and MOREIRA, R.A. Ecossistemas lacustres montanos: biodiversidade e grau de vulnerabilidade à ação antrópica. MG-Biota, 2011, 4(1), 37-40. ; Moreira et al., 2016 MOREIRA, R.A., ROCHA, O., SANTOS, R.S., DIAS, E.S., MOREIRA, F.W.A. and ESKINAZI-SANT’ANNA, E.M. Composition, body-size structure and biomass of zooplankton in a high-elevation temporary pond (Minas Gerais, Brazil). Oecologia Australis, 2016, 20(2), 81-93. http://dx.doi.org/10.4257/oeco.2016.2002.06.
http://dx.doi.org/10.4257/oeco.2016.200...
). Consequently, determining the factors that control the abundance, diversity and distribution of zooplankton can be an important step to understand the ecology of rivers in these regions.

In lotic environments, zooplankton is found at low densities and is dominated by protozoans, small cladocerans, rotifers and copepoda nauplii ( Paggi & Paggi, 2007 PAGGI, S.J. and PAGGI, J.C. Zooplankton. In: M.H. IRIONDO, J.C. PAGGI and M.J. PARMA, eds. The Middle Paraná River: Limnology of a Subtropical Wetland. New York: Springer, 2007. http://dx.doi.org/10.1007/978-3-540-70624-3_9.
http://dx.doi.org/10.1007/978-3-540-706...
; Perbiche-Neves et al., 2012 PERBICHE-NEVES, G., SERAFIM-JÚNIOR, S., PORTINHO, J.L., SHIMABUKURO, E.M., GHIDINI, A.R. and BRITTO, L. Effect of atypical rainfall on lotic zooplankton: comparing downstream of a reservoir and tributaries with free stretches. Tropical Ecology , 2012, 53(2), 149-162. ). The dynamics of river zooplankton are often considered to be controlled by transport of populations ( Perbiche-Neves et al., 2012 PERBICHE-NEVES, G., SERAFIM-JÚNIOR, S., PORTINHO, J.L., SHIMABUKURO, E.M., GHIDINI, A.R. and BRITTO, L. Effect of atypical rainfall on lotic zooplankton: comparing downstream of a reservoir and tributaries with free stretches. Tropical Ecology , 2012, 53(2), 149-162. ; Lucena et al., 2015 LUCENA, L.C.A., MELO, T.X. and MEDEIROS, E.S.F. Zooplankton community of Parnaíba River, Northeastern Brazil. Acta Limnologica Brasiliensia, 2015, 27(1), 118-129. http://dx.doi.org/10.1590/S2179-975X3214.
http://dx.doi.org/10.1590/S2179-975X321...
; Picapedra et al., 2017 PICAPEDRA, P.H.S., FERNANDES, C. and LANSAC-TÔHA, F.A. Zooplankton in the Upper Parnaíba River (Northeastern Brazil). Brazilian Journal of Biology = Revista Brasileira de Biologia, 2017, 77(2), 402-412. http://dx.doi.org/10.1590/1519-6984.20215. PMid:27533733.
http://dx.doi.org/10.1590/1519-6984.202...
), although the factors regulating their spatial occurrence are not completely understood. Factors related to the transport and locomotion of plankton (hydrological factors: discharge, residence time) should be taken into consideration since plankton swimming capacity is inefficient and these factors act directly on development and reproduction ( Hynes, 1970 HYNES, H.B.N. The Ecology of Running Waters. Toronto: University of Toronto Press, 1970. ). In addition, there is also the influence of physical (light, temperature), chemical (nutrient concentration) and biotic factors (competition and predation) ( Reynolds, 1997 REYNOLDS, C.S. Vegetation processes in the pelagic: a model for ecosystem theory. In: O. KINNE, ed. Excellence in Ecology. Oldendorf: Ecology Institute, 1997. ; Viroux, 2002 VIROUX, L. Seasonal and longitudinal aspects of microcrustacean (Cladocera: Copepoda) dynamics in lowland river. Journal of Plankton Research, 2002, 24(4), 281-292. http://dx.doi.org/10.1093/plankt/24.4.281.
http://dx.doi.org/10.1093/plankt/24.4.2...
; Thorp & Mantovani, 2005 THORP, J.H. and MANTOVANI, S. Zooplankton of turbid and hydrologically dynamic prairie rivers. Freshwater Biology, 2005, 50(9), 1474-1491. http://dx.doi.org/10.1111/j.1365-2427.2005.01422.x.
http://dx.doi.org/10.1111/j.1365-2427.2...
; Williamson et al., 2008 WILLIAMSON, C.E., DODDS, W., KRATZ, T.K. and PALMER, M.A. Lakes and streams as sentinels of environmental change in terrestrial and atmospheric processes. Frontiers in Ecology and the Environment, 2008, 6(5), 247-254. http://dx.doi.org/10.1890/070140.
http://dx.doi.org/10.1890/070140 ...
), while seasonal variation is dependent on the hydrological regime (precipitation) ( Matsumura-Tundisi et al., 2015 MATSUMURA-TUNDISI, T., TUNDISI, J.G., SOUZA-SOARES, F. and TUNDISI, J.E.M. Zooplankton community structure of the lower Xingu River (PA) related to the hydrological cycle. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2015, 75(3), S47-S54. Supplement 1 http://dx.doi.org/10.1590/1519-6984.03814BM. PMid:26691075.
http://dx.doi.org/10.1590/1519-6984.038...
). Therefore, this study aimed to characterize the zooplankton structure (abundance, species richness, diversity and evenness) in highland streams of the Pelotas River sub-basin, as well as the respective relationships with the environmental conditions during the different seasons.

2. Material and Methods

2.1. Study area

Our study area is located on the border between the states of Santa Catarina and Rio Grande do Sul, Southern Brazil ( Figure 1 ). The climate is temperate (cfb) type, with annual average temperature around 14-16 °C, rainfall ranges from 1500 - 2100 mm and there is no dry period, frosts are frequent during the year and there is sporadic snow ( Brasil, 2006 BRASIL. MINISTÉRIO DO MEIO AMBIENTE. SECRETARIA DE RECURSOS HÍDRICOS. Caderno da Região Hidrográfica do Uruguai. Brasília: MMA, 2006. ; Buckup et al., 2007 BUCKUP, L., BUENO, A.A.P., BOND-BUCKUP, G., CASAGRANDE, M. and MAJOLO, F. The benthic macroinvertebrate fauna of highland streams in southern Brazil: composition, diversity and structure. Revista Brasileira de Zoologia, 2007, 24(2), 294-301. http://dx.doi.org/10.1590/S0101-81752007000200005.
http://dx.doi.org/10.1590/S0101-8175200...
). The area has an average height of around of 830-1,350 m, with many lotic ecosystems, forming narrow meander valleys, with a predominance of ritral zone in watercourses. The geological substrate is of basaltic origin ( Hasenack et al., 2009 HASENACK, H., CORDEIRO, J.L.P. and BOTH, R. Unidades de paisagem. In: BOLDRINI, I.I. ed. Biodiversidade dos campos do planalto das araucárias. Brasília: MMA, 2009. ) and vegetation comprises Mixed Rain Forest, interspersed with Deciduous Forest and grassland. Currently, the landscape is altered due to the expansion of farming and forestry of exotic species Pinus eliotii Engelm, Pinus taeda L. and Eucalyptus spp. ( Buckup et al., 2007 BUCKUP, L., BUENO, A.A.P., BOND-BUCKUP, G., CASAGRANDE, M. and MAJOLO, F. The benthic macroinvertebrate fauna of highland streams in southern Brazil: composition, diversity and structure. Revista Brasileira de Zoologia, 2007, 24(2), 294-301. http://dx.doi.org/10.1590/S0101-81752007000200005.
http://dx.doi.org/10.1590/S0101-8175200...
).

Figure 1
Study area and location of sampling sites in the Pelotas River sub-basin, states of Santa Catarina and Rio Grande do Sul.

This study was conducted in Pelotas River and in six of its tributaries (Contas, Loucos, Invernadinha, Silveira, Inferninho and Cerquinha rivers), belonging to the Uruguay basin. This basin is composed of several sub-basins, among these, the sub-basin of the Pelotas River. The Pelotas River is a tributary of the Uruguay River. It starts at approximately 1,822 m altitude in the São Joaquim National Park region (created by federal decree no 50,922 of July 1961), is 437 km long and has a drainage area of 13,222 km2 ( Brasil, 2006 BRASIL. MINISTÉRIO DO MEIO AMBIENTE. SECRETARIA DE RECURSOS HÍDRICOS. Caderno da Região Hidrográfica do Uruguai. Brasília: MMA, 2006. ).

2.2. Sampling and analysis

Zooplankton samples were taken in four quarterly collections: winter (August 2013), spring (November 2013), summer (February 2014) and autumn (May 2014). We sampled 8 sites located in the bed of the Pelotas River and at a site located in the mouth of each one of its tributaries: Contas, Loucos, Invernadinha, Silveira, Inferninho and Cerquinha rivers, totaling 14 sampling sites ( Figure 1 ). Some features of the streams are shown in Table 1 .

Table 1
Features of the sampled sites in seven streams of the Pelotas River sub-basin, states of Santa Catarina and Rio Grande do Sul.

Zooplankton was collected in the middle of the rivers using a suction pump to draw 600 liters of water per sample, which were filtered through a conical-cylindrical net (68 μm). The collected material was placed in a polyethylene bottle (500 ml), labeled and fixed in 4% formaldehyde solution buffered with sodium borate (Na3BO3). The following environmental variables were measured: water current velocity (m.s-1 ; mechanical flow meter), water transparency (cm-1; Secchi disk), water temperature (ºC; mercury bulb thermometer), dissolved oxygen (mg.L-1; portable oxymeter), electrical conductivity (μS.cm-1; portable conductivity meter), pH (portable pH meter), turbidity (NTU; portable turbidimeter), suspended solids (mg.L-1; Apha, 2005 AMERICAN PUBLIC HEALTH ASSOCIATION – APHA. Standard methods for the examination of water and wastewater. Washington: APHA, 2005. ) and chlorophyll-a (μg.L-1; Golterman et al., 1978 GOLTERMAN, H.L., CLYMO, R.S. and OHNSTADT, M.A.M. Methods for physical and chemical analysis of fresh waters. Oxford: Blackwell Scientific Publications, 1978. ).

In the laboratory, samples were concentrated to 50 ml and 10 sub-samples were taken with a Hensen-Stempell pipette (2.5 ml), evaluating 25 ml from each sample in total, and counted in a Sedgewick-Rafter chamber, using an Olympus CX 41 microscope, at a 10× to 100× magnification range. For the analysis of testate amoebae, only organisms with protoplasm stained with Rose Bengal were identified, assuming that the organisms were alive when the samples were taken. The total density was expressed in terms of individuals per m-3.

The identification was based on the following literature: Vucetich (1973) VUCETICH, M.C. Estudio de tecamebianos argentinos, en especial los del dominio pampasico. Revista del Museo de La Plata, 1973, 118(11), 287-322. , Koste (1978) KOSTE, W. Rotatoria die Rädertiere Mitteleuropas begründet von Max Voight - Monogononta. Berlin: Gebrüder Borntraeger, 1978. , Reid (1985) REID, J.W. Chave de identificação e lista de referências bibliográficas para as espécies continentais sul americanas de vida livre da ordem Cyclopoida (Crustacea, Copepoda). Boletim de Zoologia, 1985, 9(9), 17-143. http://dx.doi.org/10.11606/issn.2526-3358.bolzoo.1985.122293.
http://dx.doi.org/10.11606/issn.2526-33...
, Segers (1995) SEGERS, H. 1995. Rotifera: the Lecanidae (Monogonta) - Guides to the identification of the micro invertebrates of the continental water of the world. The Hague: SPB Academic, 1995. , Elmoor-Loureiro (1997 ELMOOR-LOUREIRO, M.A.L. Manual de identificação de cladóceros límnicos do Brasil. Brasília: Universa, 1997. ; 2010 ELMOOR-LOUREIRO, M.A.L. Cladóceros do Brasil: Famílias Chydoridae e Eurycercidae [online]. Brasília, 2010. [viewed 1 June 2014]. Available from: http://cladocera.wordpress.com/
http://cladocera.wordpress.com/ ...
) and Souza (2008) SOUZA, M.B.G. Guia das tecamebas - Bacia do rio Peruaçu - Minas Gerais: Subsídio para conservação e monitoramento da bacia do rio São Francisco. Belo Horizonte: Editora da UFMG, 2008. .

2.3. Data processing

We carried out a Principal Component Analysis (PCA) to determine the different environmental characteristics between the seasons. The data used for this analysis were previously log-transformed (x + 1), except for pH. The selection of the significant axes used the Broken-Stick criteria ( Jackson, 1993 JACKSON, D.A. Stopping rules in principal component analysis a comparison on of heuristic and statistical approaches. Ecology, 1993, 74(8), 2204-2214. http://dx.doi.org/10.2307/1939574.
http://dx.doi.org/10.2307/1939574 ...
). The axes significance was verified by Analysis of Variance (ANOVA) ( Sokal & Rohlf, 1991 SOKAL, R.R. and ROHLF, F.J. Biometry: the principles and practice of statistics in biological research. New York: W. H. Freeman and Company, 1991. ).

Species richness (number of species), Shannon diversity index (H’) and evenness (E) were calculated from the sample data for each site ( Magurran, 1988 MAGURRAN, A.E. Ecological diversity and its measurement. London: Croom Helm, 1988. http://dx.doi.org/10.1007/978-94-015-7358-0.
http://dx.doi.org/10.1007/978-94-015-73...
). To investigate the differences in the zooplankton structure between seasons, the abundance, richness, diversity and evenness of zooplankton communities were evaluated by ANOVA, with level of significance of p < 0.05. Normality and homoscedasticity (homogeneity of variance) were previously checked by the Shapiro-Wilk and Levene tests, respectively.

The relationship between environmental variables and zooplankton species was explored by means of a Canonical Correspondence Analysis (CCA) ( Ter Braak, 1986 TER BRAAK CJF. Canonical correspondence analysis: a new eigenvector technique for multivariate direct gradient analysis. Ecology 1986; 67(5): 1167-1179. http://dx.doi.org/10.2307/1938672.
http://dx.doi.org/10.2307/1938672 ...
). For this analysis the most common species (≥ 25% occurrence) in the samples were used. The data used for this analysis were previously log-transformed (x + 1). The statistical significance of eigenvalues and species-environment correlations for the axes generated by the CCA were tested with the Monte Carlo method based on 999 permutations ( Legendre et al., 2011 LEGENDRE, P., OKSANEN, J. and TER-BRAAK, C.J.F. Testing the significance of canonical axes in redundancy analysis. Methods in Ecology and Evolution, 2011, 2(3), 269-277. http://dx.doi.org/10.1111/j.2041-210X.2010.00078.x.
http://dx.doi.org/10.1111/j.2041-210X.2...
), with level of significance of p < 0.05.

Statistical analyses were performed in the statistical environment R version 3.0.2 ( R Development Core Team, 2011 R DEVELOPMENT CORE TEAM R: A Language and Environment for Statistical Computing . Vienna: R Foundation for Statistical Computing, 2011. [viewed 1 June 2014]. Available from: http://vegan.r-forge.r-project.org/
http://vegan.r-forge.r-project.org/ ...
) using the Vegan R package version 2.0-6 ( Oksanen et al., 2012 OKSANEN, J., BLANCHET, F.G. and KINDT, R. Vegan: Community Ecology Package, R package version 2.0-6. Vienna: R Foundation for Statistical Computing, 2012 [viewed 1 June 2014]. Available from: http://vegan.r-forge.r-project.org/
http://vegan.r-forge.r-project.org/ ...
).

3. Results

3.1. Environmental variables

The environmental variables changed with differential responses for the different seasons ( Table 2 ). The first two PCA axes were significant (p < 0.05) and explained 47.7% (axis 1, 31.3%; axis 2, 16.4%) of the environmental variability. The following environmental associations were shown: Axis 1, positive correlation to dissolved oxygen and water transparency in the winter and autumn; negative correlation to electrical conductivity, pH, suspended solids, water temperature and turbidity in the spring and summer. Axis 2, positive correlation to chlorophyll-a and turbidity in the spring and summer; negative correlation to electrical conductivity and pH in the winter and autumn ( Figure 2 ).

Table 2
Mean values (±standard deviation) of environmental variables during the seasons in the Pelotas River sub-basin.
Figure 2
Principal Component Analysis (PCA) ordination showing the environmental differences for each season in the Pelotas River sub-basin (abbreviations: Trans, water transparency; DO, dissolved oxygen; SS, Suspended solids; Chlor, chlorophyll-a ; Cond, electrical conductivity; Temp, water temperature; Turb, turbidity).

3.2. Zooplankton community

The zooplankton community was composed of 97 species. Rotifera were the most species-rich group (46 species), followed by testate amoebae (38 species), Cladocera (12 species) and Copepoda (1 species). Testate amoebae were represented by 8 families: Difflugiidae was the richest with 15 species. The rotifers were distributed in 14 families, of which Brachionidae (13 species) and Lecanidae (8 species) were species-richest. Among microcrustaceans, cladocerans were represented by 4 families, Chydoridae was the richest family, with 7 species, and copepods were represented by only one species of the family Cyclopidae. The most frequent taxa of zooplankton (≥ 25% occurrence) were: Testate amoebae, Arcella dentata, A. hemisphaerica gibba, A. megastoma , A. vulgaris, Centropyxis aculeata , C. constricta, C. ecornis, Difflugia cylindrus and Difflugia sp.; Rotifera, Kellicottia bostoniensis, Keratella cochlearis, Platyias quadricornis, Euchlanis dilatata , Lecane bulla, L. lunaris, Lepadella ovalis, L. patella, Cephalodella sp., Dissotrocha sp., Trichocerca similis , Trichotriia tetractis and Filinia opoliensis; Cladocera, Bosmina hagmanni and Alona glabra; Copepoda, young stages (nauplii and copepodids) ( Table 3 ).

Table 3
Composition, frequency of occurrence (FO %) and mean abundance (ind. m-3 ) of zooplankton during the seasons in the Pelotas River sub-basin, with abbreviation (Ab.) of taxa used in CCA.

The mean abundance values of the zooplankton community changed during the seasons, especially testate amoebae (F(3;52) = 3.74; p = 0.016), rotifers (F(3;52) = 4.06; p = 0.011) and copepods (F(3;52) = 4.54; p = 0.006). Testate amoebae and rotifers contributed the most to the total abundance of the zooplankton community, with copepods being the least abundant group in the community, represented mainly by the younger stages (nauplii and copepodids) ( Figure 3 A; Table 3 ). Significant differences in species richness between the seasons were recorded only for cladocerans (F(3;52) = 8.6; p < 0.001). Richness values were driven by the significant contribution of testate amoebae and rotifer species across the seasonal variation ( Figure 3 B). Data on zooplankton community diversity indicated that there was variation in the composition of the species throughout the seasons, driven mainly by testate amoebae (F(3;52) = 4.38; p = 0.008), rotifers (F(3;52) = 4.06; p = 0.011) and cladocerans (F (3;52) = 6.41; p < 0.001) ( Figure 3 C). Finally, the equitability of the community also showed variation between seasons, testate amoebae (F(3;52) = 5.29; p = 0.002), rotifers (F(3;52) = 4.97; p = 0.004) and cladocerans (F(3;52) = 5.2; p = 0.003) ( Figure 3 D).

Figure 3
Mean values (±standard error) of (A) abundance, (B) species richness, (C) diversity and (D) evenness of Testate amoebae, Rotifera, Cladocera and Copepoda during the seasons in the Pelotas River sub-basin.

3.3. Environmental variables and their relationship with the zooplankton community

The Canonical Correspondence Analysis (CCA) summarized 70% of total data variability on the first two axes (axis 1, 55.3%; axis 2, 14.7%). The species-environment correlation in the first two axes were significant in the Monte Carlo permutation test (axis 1, p = 0.001; axis 2, p = 0.005). Some taxa were associated with environmental variables: (i) Arcella vulgaris, A. megastoma, Centropyxis aculeata, Difflugia cylindrus, Platyias quadricornis , Euchlanis dilatata, Lecane bulla, L. lunaris, Lepadella patella, Trichocerca similis and Trichotriia tetractis were positively correlated with water velocity, electrical conductivity, suspended solids and pH; (ii) Centropyxis constricta, C. ecornis and Filinia opoliensis were positively correlated with dissolved oxygen and water transparency, and negatively correlated with water temperature, turbidity and chlorophyll-a; (iii) Arcella dentata, A. hemisphaerica gibba, Cephalodella sp., Alona glabra and copepodids of copepods were positively correlated with water temperature, turbidity and chlorophyll- a, and negatively correlated with dissolved oxygen and water transparency; (iv) Difflugia sp., Lesquereusia spiralis, Kellicottia bostoniensis, Keratella cochlearis, Lepadella ovalis, Dissotrocha sp., Bosmina hagmanni and nauplii of copepods were negatively correlated with water velocity, electrical conductivity, suspended solids and pH ( Figure 4 ).

Figure 4
Canonical Correspondence Analysis (CCA). (A) Correlation of the environments and seasons in the Pelotas River sub-basin; (B) Correlation of zooplankton taxa and environmental variables (Abbreviations: Trans, water transparency; DO, dissolved oxygen; SS, Suspended solids; Chlor, chlorophyll-a; Cond, electrical conductivity; Temp, water temperature; Turb, turbidity; Veloc, water velocity). See Table 3 for abbreviation of zooplankton taxa used in CCA.

4. Discussion

Our results showed that local environmental conditions were important to structure the zooplankton community in the Pelotas River sub-basin. In general, the zooplankton structure responded differently during the seasons. The environmental conditions did not cause evident variability between seasons in terms of species richness (except for cladocerans), but this was clearly important for the variability in abundance, diversity and evenness of the communities.

The zooplankton of Pelotas River was dominated by Neotropical or cosmopolitan species, with an invasive species, the rotifer Kellicottia bostoniensis, also being found. The low species richness in the zooplankton community compared to other Neotropical rivers (e.g., Lansac-Tôha et al., 2009 LANSAC-TÔHA, F.A., BONECKER, C.C., VELHO, L.F.M., SIMÕES, N.R., DIAS, J.D., ALVES, G.M. and TAKAHASHI, E.M. Biodiversity of zooplankton communities in the Upper Paraná River floodplain: interannual variation from long-term studies. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2009, 69(2), 539-549, Supplement. http://dx.doi.org/10.1590/S1519-69842009000300009. PMid:19738961.
http://dx.doi.org/10.1590/S1519-6984200...
; Matsumura-Tundisi et al., 2015 MATSUMURA-TUNDISI, T., TUNDISI, J.G., SOUZA-SOARES, F. and TUNDISI, J.E.M. Zooplankton community structure of the lower Xingu River (PA) related to the hydrological cycle. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2015, 75(3), S47-S54. Supplement 1 http://dx.doi.org/10.1590/1519-6984.03814BM. PMid:26691075.
http://dx.doi.org/10.1590/1519-6984.038...
; Picapedra et al., 2017 PICAPEDRA, P.H.S., FERNANDES, C. and LANSAC-TÔHA, F.A. Zooplankton in the Upper Parnaíba River (Northeastern Brazil). Brazilian Journal of Biology = Revista Brasileira de Biologia, 2017, 77(2), 402-412. http://dx.doi.org/10.1590/1519-6984.20215. PMid:27533733.
http://dx.doi.org/10.1590/1519-6984.202...
) is probably related to a number of factors acting simultaneously, with geographic isolation being only of these factors. According to Tavernini et al. (2009) TAVERNINI, S., PRIMICERIO, R. and ROSSETTI, G. Zooplankton assembly in mountain lentic waters is primarily driven by local processes. Acta Oecologica, 2009, 35(1), 22-31. http://dx.doi.org/10.1016/j.actao.2008.07.004.
http://dx.doi.org/10.1016/j.actao.2008....
, there is a linear decrease in species richness among the zooplankton as altitude increases. Also, according to the Theory of Island Biogeography ( Rosindell & Phillimore, 2011 ROSINDELL, J. and PHILLIMORE, A.B.A. Unified model of island biogeography sheds light on the zone of radiation. Ecology Letters, 2011, 14(6), 552-560. http://dx.doi.org/10.1111/j.1461-0248.2011.01617.x. PMid:21481125.
http://dx.doi.org/10.1111/j.1461-0248.2...
), the more isolated the habitat, the lower the probability of colonization by other species, especially for zooplankton species that are passively dispersed ( Adamowicz et al., 2009 ADAMOWICZ, S.J., PETRUSEK, A., COLBOURNE, J.K., HEBERT, P.D.N. and WITT, J.D.S. The scale of divergence: A phylogenetic appraisal of intercontinental allopatric speciation in a passively dispersed freshwater zooplankton genus. Molecular Phylogenetics and Evolution, 2009, 50(3), 423-436. http://dx.doi.org/10.1016/j.ympev.2008.11.026. PMid:19124080.
http://dx.doi.org/10.1016/j.ympev.2008....
; Moreira et al., 2016 MOREIRA, R.A., ROCHA, O., SANTOS, R.S., DIAS, E.S., MOREIRA, F.W.A. and ESKINAZI-SANT’ANNA, E.M. Composition, body-size structure and biomass of zooplankton in a high-elevation temporary pond (Minas Gerais, Brazil). Oecologia Australis, 2016, 20(2), 81-93. http://dx.doi.org/10.4257/oeco.2016.2002.06.
http://dx.doi.org/10.4257/oeco.2016.200...
).

Rotifers constituted the group with the highest species richness and population density in the Pelotas River, a recurrent pattern in tropical freshwater environments (e.g., Lansac-Tôha et al., 2009 LANSAC-TÔHA, F.A., BONECKER, C.C., VELHO, L.F.M., SIMÕES, N.R., DIAS, J.D., ALVES, G.M. and TAKAHASHI, E.M. Biodiversity of zooplankton communities in the Upper Paraná River floodplain: interannual variation from long-term studies. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2009, 69(2), 539-549, Supplement. http://dx.doi.org/10.1590/S1519-69842009000300009. PMid:19738961.
http://dx.doi.org/10.1590/S1519-6984200...
; Perbiche-Neves et al., 2012 PERBICHE-NEVES, G., SERAFIM-JÚNIOR, S., PORTINHO, J.L., SHIMABUKURO, E.M., GHIDINI, A.R. and BRITTO, L. Effect of atypical rainfall on lotic zooplankton: comparing downstream of a reservoir and tributaries with free stretches. Tropical Ecology , 2012, 53(2), 149-162. ; Matsumura-Tundisi et al., 2015 MATSUMURA-TUNDISI, T., TUNDISI, J.G., SOUZA-SOARES, F. and TUNDISI, J.E.M. Zooplankton community structure of the lower Xingu River (PA) related to the hydrological cycle. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2015, 75(3), S47-S54. Supplement 1 http://dx.doi.org/10.1590/1519-6984.03814BM. PMid:26691075.
http://dx.doi.org/10.1590/1519-6984.038...
; Lucena et al., 2015 LUCENA, L.C.A., MELO, T.X. and MEDEIROS, E.S.F. Zooplankton community of Parnaíba River, Northeastern Brazil. Acta Limnologica Brasiliensia, 2015, 27(1), 118-129. http://dx.doi.org/10.1590/S2179-975X3214.
http://dx.doi.org/10.1590/S2179-975X321...
; Picapedra et al., 2017 PICAPEDRA, P.H.S., FERNANDES, C. and LANSAC-TÔHA, F.A. Zooplankton in the Upper Parnaíba River (Northeastern Brazil). Brazilian Journal of Biology = Revista Brasileira de Biologia, 2017, 77(2), 402-412. http://dx.doi.org/10.1590/1519-6984.20215. PMid:27533733.
http://dx.doi.org/10.1590/1519-6984.202...
). The Rotifera families with the most species were Brachionidae and Lecanidae. Brachionidae is considered one of the most important taxa of freshwater zooplankton, whose species usually have planktonic habit, while Lecanidae is related to the benthic and littoral zones, especially in places rich in vegetation, occurring in plankton only as occasional migrants ( Lucena et al., 2015 LUCENA, L.C.A., MELO, T.X. and MEDEIROS, E.S.F. Zooplankton community of Parnaíba River, Northeastern Brazil. Acta Limnologica Brasiliensia, 2015, 27(1), 118-129. http://dx.doi.org/10.1590/S2179-975X3214.
http://dx.doi.org/10.1590/S2179-975X321...
). These organisms are crucial in continental food webs because they occupy the niche of small filter feeders and transfer the energy of the producers to higher trophic levels ( Almeida et al., 2009 ALMEIDA, V.L.S., DANTAS, Ê.W., MELO-JÚNIOR, M., BITTENCOURT-OLIVEIRA, M.C. and MOURA, A.N. Zooplanktonic community of six reservoirs in northeast Brazil. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2009, 69(1), 57-65. http://dx.doi.org/10.1590/S1519-69842009000100007. PMid:19347146.
http://dx.doi.org/10.1590/S1519-6984200...
). The success of rotifer populations in freshwater environments is due to its limnetic origin, its ability to adapt to changes in the water’s physical-chemical variables and the resistance of several taxa to conditions of hypoxia and anoxia. Parthenogenetic reproduction, a short life cycle and the ability to form resistant cysts also favors the group’s success ( Lansac-Tôha et al., 2009 LANSAC-TÔHA, F.A., BONECKER, C.C., VELHO, L.F.M., SIMÕES, N.R., DIAS, J.D., ALVES, G.M. and TAKAHASHI, E.M. Biodiversity of zooplankton communities in the Upper Paraná River floodplain: interannual variation from long-term studies. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2009, 69(2), 539-549, Supplement. http://dx.doi.org/10.1590/S1519-69842009000300009. PMid:19738961.
http://dx.doi.org/10.1590/S1519-6984200...
; Almeida et al., 2009 ALMEIDA, V.L.S., DANTAS, Ê.W., MELO-JÚNIOR, M., BITTENCOURT-OLIVEIRA, M.C. and MOURA, A.N. Zooplanktonic community of six reservoirs in northeast Brazil. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2009, 69(1), 57-65. http://dx.doi.org/10.1590/S1519-69842009000100007. PMid:19347146.
http://dx.doi.org/10.1590/S1519-6984200...
).

Regarding testate amoebae, the families richest in species were Difflugiidae, Arcellidae and Centropyxidae. The predominance of these families is also reported in other studies in various aquatic habitats ( Lansac-Tôha et al., 2014 LANSAC-TÔHA, F.A., VELHO, L.F.M., SIMÕES, N.R., COSTA, D.M. and ALVES, G.M. Structure of the testate Amoebae community in different habitats in a Neotropical Floodplain. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2014, 74(1), 181-190. http://dx.doi.org/10.1590/1519-6984.24912. PMid:25055100.
http://dx.doi.org/10.1590/1519-6984.249...
; Maia-Barbosa et al., 2014 MAIA-BARBOSA, P.M., MENENDEZ, R.M., PUJONI, D., BRITO, S.L., AOKI, A. and BARBOSA, F.A.R. Zooplankton (Copepoda, Rotifera, Cladocera and Protozoa: Amoeba Testacea) from natural lakes of the middle Rio Doce basin, Minas Gerais, Brazil. Biota Neotropica , 2014, 14(1), 1-20. http://dx.doi.org/10.1590/S1676-06034040.
http://dx.doi.org/10.1590/S1676-0603404...
; Matsumura-Tundisi et al., 2015 MATSUMURA-TUNDISI, T., TUNDISI, J.G., SOUZA-SOARES, F. and TUNDISI, J.E.M. Zooplankton community structure of the lower Xingu River (PA) related to the hydrological cycle. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2015, 75(3), S47-S54. Supplement 1 http://dx.doi.org/10.1590/1519-6984.03814BM. PMid:26691075.
http://dx.doi.org/10.1590/1519-6984.038...
; Rosa et al., 2017 ROSA, F.R., ORIKASSA, T.N.F., LOPES, I.R. and SILVA, W.M. Checklist de tecamebas (Testacea) do estado de Mato Grosso do Sul, Brasil. Iheringia. Série Zoologia , 2017, 107, Supplement. ; Picapedra et al., 2018 PICAPEDRA, P.H.S., FERNANDES, C., BAUMGARTNER, G. and LANSAC-TÔHA, F.A. Effect of slackwater areas on the establishment of plankton communities (testate amoebae and rotifers) in a large river in the semi-arid region of northeastern Brazil. Limnetica , 2018, 37(1), 19-31. ). Although testate amoebae are associated with sediment and littoral vegetation, they are considered common in plankton, being transported to the water column with the suspension of sediment caused by water turbulence ( Alves et al., 2012 ALVES, G.M., VELHO, L.F., DE MORAIS COSTA, D. and LANSAC-TÔHA, F.A. Size structure of testate amoebae (Arcellinida and Euglyphida) in different habitats from a lake in the upper Paraná River floodplain. European Journal of Protistology, 2012, 48(3), 169-177. http://dx.doi.org/10.1016/j.ejop.2011.10.004. PMid:22261279.
http://dx.doi.org/10.1016/j.ejop.2011.1...
; Lansac-Tôha et al., 2014 LANSAC-TÔHA, F.A., VELHO, L.F.M., SIMÕES, N.R., COSTA, D.M. and ALVES, G.M. Structure of the testate Amoebae community in different habitats in a Neotropical Floodplain. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2014, 74(1), 181-190. http://dx.doi.org/10.1590/1519-6984.24912. PMid:25055100.
http://dx.doi.org/10.1590/1519-6984.249...
; Picapedra et al., 2018 PICAPEDRA, P.H.S., FERNANDES, C., BAUMGARTNER, G. and LANSAC-TÔHA, F.A. Effect of slackwater areas on the establishment of plankton communities (testate amoebae and rotifers) in a large river in the semi-arid region of northeastern Brazil. Limnetica , 2018, 37(1), 19-31. ). Moreover, the presence of gas vacuoles to float and low density of the shells enable the persistence of the organisms in the plankton ( Lansac-Tôha et al., 2014 LANSAC-TÔHA, F.A., VELHO, L.F.M., SIMÕES, N.R., COSTA, D.M. and ALVES, G.M. Structure of the testate Amoebae community in different habitats in a Neotropical Floodplain. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2014, 74(1), 181-190. http://dx.doi.org/10.1590/1519-6984.24912. PMid:25055100.
http://dx.doi.org/10.1590/1519-6984.249...
; Schwind et al., 2016 SCHWIND, L.T.F., ARRIEIRA, R.L., MANTOVANO, T., BONECKER, C.C. and LANSAC-TÔHA, F.A. Temporal influence on the functional traits of testate amoebae in a floodplain lake. Limnetica, 2016, 35(2), 355-364. ).

In relation to microcrustaceans, there was predominance of the family Chydoridae for cladocerans. Most families of cladocerans are typically planktonic, with species having swimming appendages that make them independent from the substrate, while the majority of littoral and benthic species are found in the family Chydoridae, with morphological adaptations that allow individuals to live in the interstitial environment, generally being common in rivers with high current flow ( Dole-Olivier et al., 2001 DOLE-OLIVIER, M.J., GALASSI, D.M.P., MARMONIER, P. and CREUZÉ DES CHÂTELLIERS, M. The biology and ecology of lotic microcrustaceans. Freshwater Biology , 2001, 44(1), 63-91. http://dx.doi.org/10.1046/j.1365-2427.2000.00590.x.
http://dx.doi.org/10.1046/j.1365-2427.2...
; Lansac-Tôha et al., 2009 LANSAC-TÔHA, F.A., BONECKER, C.C., VELHO, L.F.M., SIMÕES, N.R., DIAS, J.D., ALVES, G.M. and TAKAHASHI, E.M. Biodiversity of zooplankton communities in the Upper Paraná River floodplain: interannual variation from long-term studies. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2009, 69(2), 539-549, Supplement. http://dx.doi.org/10.1590/S1519-69842009000300009. PMid:19738961.
http://dx.doi.org/10.1590/S1519-6984200...
; Debastiani-Júnior et al., 2016 DEBASTIANI-JÚNIOR, J.R., ELMOOR-LOUREIRO, L.M.A. and NOGUEIRA, M.G. Habitat architecture influencing microcrustaceans composition: a case study on freshwater Cladocera (Crustacea Branchiopoda). Brazilian Journal of Biology = Revista Brasileira de Biologia , 2016, 76(1), 93-100. http://dx.doi.org/10.1590/1519-6984.13514. PMid:26909628.
http://dx.doi.org/10.1590/1519-6984.135...
). Nevertheless, some authors state that these microcrustaceans are not well adapted to the unstable conditions of rivers and prefer sites with lentic waters ( Shiozawa, 1991 SHIOZAWA, D.K. Microcrustacean from the benthos of nine Minnesota streams. Journal of the North American Benthological Society, 1991, 10(3), 286-299. http://dx.doi.org/10.2307/1467602.
http://dx.doi.org/10.2307/1467602 ...
; Viroux, 2002 VIROUX, L. Seasonal and longitudinal aspects of microcrustacean (Cladocera: Copepoda) dynamics in lowland river. Journal of Plankton Research, 2002, 24(4), 281-292. http://dx.doi.org/10.1093/plankt/24.4.281.
http://dx.doi.org/10.1093/plankt/24.4.2...
). Among the copepods, most individuals found were at a young stage (nauplii and copepodids). This predominance of young stages of copepods was also reported by other authors in lotic environments (e.g., Dole-Olivier et al., 2001 DOLE-OLIVIER, M.J., GALASSI, D.M.P., MARMONIER, P. and CREUZÉ DES CHÂTELLIERS, M. The biology and ecology of lotic microcrustaceans. Freshwater Biology , 2001, 44(1), 63-91. http://dx.doi.org/10.1046/j.1365-2427.2000.00590.x.
http://dx.doi.org/10.1046/j.1365-2427.2...
; Nogueira et al., 2008 NOGUEIRA, M.G., OLIVEIRA, P.C.R. and BRITTO, Y.T. Zooplankton assemblages (Copepoda and Cladocera) in a cascade of reservoirs of a large tropical river (SE Brazil). Limnetica , 2008, 27(1), 151-170. ; Lansac-Tôha et al., 2009 LANSAC-TÔHA, F.A., BONECKER, C.C., VELHO, L.F.M., SIMÕES, N.R., DIAS, J.D., ALVES, G.M. and TAKAHASHI, E.M. Biodiversity of zooplankton communities in the Upper Paraná River floodplain: interannual variation from long-term studies. Brazilian Journal of Biology = Revista Brasileira de Biologia, 2009, 69(2), 539-549, Supplement. http://dx.doi.org/10.1590/S1519-69842009000300009. PMid:19738961.
http://dx.doi.org/10.1590/S1519-6984200...
; Perbiche-Neves e al., 2012; Paranhos et al., 2013 PARANHOS, J.D.N., ALMEIDA, V.L.S., SILVA-FILHO, J.P., PARANAGUÁ, M.N., MELO-JÚNIOR, M. and NEUMANN-LEITÃO, S. The zooplankton biodiversity of some freshwater environments in Parnaíba basin (Piauí, Northeastern Brazil). Brazilian Journal of Biology = Revista Brasileira de Biologia, 2013, 73(1), 125-134. http://dx.doi.org/10.1590/S1519-69842013000100014. PMid:23644795.
http://dx.doi.org/10.1590/S1519-6984201...
) and is often related to three factors: (i) predation of adult forms by planktivorous fish; (ii) limited food sources due to increased discharge from the river carrying food resources downstream; (iii) limited reproduction due to difficulty in finding a sexual partner. Additionally, copepods rarely develop morphological adaptations in response to the hydrological instability of rivers, and the species with cylindrical body shape, like Cyclopoida, are common in rivers, as they are adapted for locomotion between the sediment particles ( Dole-Olivier et al., 2001 DOLE-OLIVIER, M.J., GALASSI, D.M.P., MARMONIER, P. and CREUZÉ DES CHÂTELLIERS, M. The biology and ecology of lotic microcrustaceans. Freshwater Biology , 2001, 44(1), 63-91. http://dx.doi.org/10.1046/j.1365-2427.2000.00590.x.
http://dx.doi.org/10.1046/j.1365-2427.2...
).

The variability of the zooplankton structure (mainly abundance, diversity and evenness) in streams can be attributed to its natural variability and to its temporal heterogeneity regarding physical and chemical patterns of the ecosystem ( Thorp & Mantovani, 2005 THORP, J.H. and MANTOVANI, S. Zooplankton of turbid and hydrologically dynamic prairie rivers. Freshwater Biology, 2005, 50(9), 1474-1491. http://dx.doi.org/10.1111/j.1365-2427.2005.01422.x.
http://dx.doi.org/10.1111/j.1365-2427.2...
). Supporting our findings, the CCA showed a strong association of environmental variables with the zooplankton taxa during the seasons. Some zooplankton taxa (Arcella hemisphaerica gibba, A. dentata, Cephalodella sp., Alona glabra and copepodids of copepods) were associated with higher temperatures during the spring. A drop in temperature during the winter possibly resulted in decreased metabolic rates of zooplankton and consequent low feeding rates in contrast to spring. Temperature is an environmental factor likely to significantly influence the growth, reproduction and succession of planktonic organisms ( Loiterton et al., 2004 LOITERTON, B., SUNDBOM, M. and VREDE, T. Separating physical and physiological effects of temperature on zooplankton feeding rate. Aquatic Sciences, 2004, 66(1), 123-129. http://dx.doi.org/10.1007/s00027-003-0668-3.
http://dx.doi.org/10.1007/s00027-003-06...
; Arrieira et al., 2015 ARRIEIRA, R.L., ALVES, G.M., SCHWIND, L.T.F. and LANSAC-TÔHA, F.A. Local factors affecting the testate amoebae community (Protozoa: Arcellinida; Euglyphida) in a Neotropical floodplain. Journal of Limnology, 2015, 74(3), 444-452. ; Arrieira et al., 2016 ARRIEIRA, R.L., SCHWIND, L.T.F., JOKO, C.Y., ALVES, G.M., VELHO, L.F.M. and LANSAC-TÔHA, F.A. Relationships between environmental conditions and the morphological variability of planktonic testate amoebae in four Neotropical floodplains. European Journal of Protistology, 2016, 56, 180-190. http://dx.doi.org/10.1016/j.ejop.2016.08.006. PMid:27682890.
http://dx.doi.org/10.1016/j.ejop.2016.0...
). The low temperatures measured in winter could limit the growth of aquatic organisms, such as testate amoebae and their food, resulting in less abundance possibly due to temperature variability.

This study has revealed some dependence between densities of some rotifer species and values of conductivity. As its values increased, a decrease was observed in densities of Keratella cochlearis, Kellicottia bostoniensis, Dissotrocha sp. and Lepadella ovalis, whereas the densities of Euchlanis dilatata, Lecane lunaris, L. bulla among others increased. Bielanska-Grajner & Gładysz (2010) BIELANSKA-GRAJNER, I. and GŁADYSZ, A. Planktonic rotifers in mining lakes in the Silesian Upland: Relationship to environmental parameters. Limnologica , 2010., 40(1), 67-72. http://dx.doi.org/10.1016/j.limno.2009.05.003.
http://dx.doi.org/10.1016/j.limno.2009....
suggests that most species and forms of rotifers tolerate a wide range of conductivity, and only a small group of taxa avoid waters with a high conductivity.

The results also show that pH was linked to several species, especially species of littoral rotifers (e.g. Lecane bulla, L. lunaris, Lepadella patella, L. ovalis, Platyias quadricornis , Trichocerca similis and Trichotriia tetractis). This supports the view that rotifers are generalists and play an important role in the colonization of these extreme environments based on their broad pH tolerance ( Deneke, 2000 DENEKE, R. Review of rotifers and crustaceans in highly acidic environments of pH values ≤ 3. Hydrobiologia, 2000, 433(1/3), 167-172. http://dx.doi.org/10.1023/A:1004047510602.
http://dx.doi.org/10.1023/A:10040475106...
), especially acid pH environments. According to Berzins & Pejler (1987) BERZINS, B. and PEJLER, B. Rotifer occurrence in relation to pH. Hydrobiologia , 1987, 147(1), 107-116. http://dx.doi.org/10.1007/BF00025733.
http://dx.doi.org/10.1007/BF00025733 ...
, rotifers found in acidic waters are often non-planktonic or semi-planktonic. The low pH values (mean pH 6.4 ± 0.3) observed in the water of Pelotas River sub-basin reinforce the role of the altitudinal aquatic ecosystems as early warning ecosystems for natural or anthropogenic impacts ( Thompson et al., 2009 THOMPSON, R., VENTURA, M. and CAMARERO, L. On the climate and weather of mountain and sub-arctic lakes in Europe and their susceptibility to future climate change. Freshwater Biology , 2009, 54(12), 2433-2451. http://dx.doi.org/10.1111/j.1365-2427.2009.02236.x.
http://dx.doi.org/10.1111/j.1365-2427.2...
; Eggermont et al., 2010 EGGERMONT, H., VERSHUREN, D., AUDENAERT, L., LENS, L., RUSSELL, J., KLAASSEN, G. and HEIRI, O. Limnological and ecological sensitivity of Rwenzori mountain lakes to climate warming. Hydrobiologia, 2010, 648(1), 123-142. http://dx.doi.org/10.1007/s10750-010-0140-z.
http://dx.doi.org/10.1007/s10750-010-01...
). Low pH values in the water can occur when intense decomposition of organic matter takes place ( Moreira et al., 2016 MOREIRA, R.A., ROCHA, O., SANTOS, R.S., DIAS, E.S., MOREIRA, F.W.A. and ESKINAZI-SANT’ANNA, E.M. Composition, body-size structure and biomass of zooplankton in a high-elevation temporary pond (Minas Gerais, Brazil). Oecologia Australis, 2016, 20(2), 81-93. http://dx.doi.org/10.4257/oeco.2016.2002.06.
http://dx.doi.org/10.4257/oeco.2016.200...
). In addition, mountainous water bodies are also very sensitive to atmospheric deposition of pollutants, and acidification is a very common effect of chemical deposition ( Camarero et al., 2009 CAMARERO, L., BOTEV, I., MURI, G., PSENNER, R., ROSE, N. and STUCHLIK, E. Trace elements in alpine and arctic lake sediments as a record of diffuse atmospheric contamination across Europe. Freshwater Biology, 2009, 54(12), 2518-2532. http://dx.doi.org/10.1111/j.1365-2427.2009.02303.x.
http://dx.doi.org/10.1111/j.1365-2427.2...
; Murphy et al., 2010 MURPHY, C., THOMPSON, P. and VINEBROOKE, R. Assessing the sensitivity of alpine lakes and ponds to nitrogen deposition in the Canadian Rocky Mountains. Hydrobiologia , 2010, 648(1), 83-90. http://dx.doi.org/10.1007/s10750-010-0146-6.
http://dx.doi.org/10.1007/s10750-010-01...
).

The predominance of rotifers and testate amoebae may be related to higher suspended solid values during the summer and autumn. In some cases, feeding on suspended particles may be more important for zooplankton species than the consumption of live biomass ( Melão & Rocha, 2006 MELÃO, M.G.G. and ROCHA, O. Life history, population dynamics, standing biomass and production of Bosminopsis deitersi (Cladocera) in a shallow tropical reservoir. Acta Limnologica Brasiliensia, 2006, 18(4), 433-450. ). Additionally, organic compounds or bacteria that are a suitable source of nutrients for zooplankton may adhere to the surface of suspended solids making digestion of the particles beneficial for zooplankton ( Lind & Davaloslind, 1991 LIND, O.T. and DAVALOSLIND, L. Association of turbidity and organic carbon with bacterial abundance and cell size in a large, turbid, tropical lake. Limnology and Oceanography , 1991, 36(6), 1200-1208. http://dx.doi.org/10.4319/lo.1991.36.6.1200.
http://dx.doi.org/10.4319/lo.1991.36.6....
). On the other hand, suspended solids had a negative effect on some species (e.g. Keratella cochlearis, Kellicottia bostoniensis, Dissotrocha sp. and Bosmina hagmanni). The suspended material in water scatters and absorbs light and creates a turbid environment. Changes in turbidity affect aquatic organisms at different trophic levels, but through different mechanisms. Filter-feeding zooplankton are affected through mechanical disturbance of the filtering apparatus, clogging the filtering appendages, making them less efficient and reducing the beat rate of the filtering appendages due to gut fullness, even if the material filling the gut is not food ( Claps et al., 2011 CLAPS, M.C., GABELLONE, N.A. and BENÍTEZ, H.H. Seasonal changes in the vertical distribution of rotifers in a eutrophic Shallow Lake with contrasting states of clear and turbid water. Zoological Studies, 2011, 50(4), 454-465. ; Jonsson et al., 2011 JONSSON, M., RANAKER, L., NICOLLE, A., LJUNGBERG, P., FAGERBERG, T., HYLANDER, S., JEPHSON, T., LEBRET, K., EINEM, J., HANSSON, L.-A., NILSSON, P.A., BALSEIRO, E. and MODENUTTI, B. Glacial clay affects foraging performance in a Patagonian fish and cladocerans. Hydrobiologia , 2011, 663(1), 101-108. http://dx.doi.org/10.1007/s10750-010-0557-4.
http://dx.doi.org/10.1007/s10750-010-05...
). Further, assimilation efficiency may decrease when food is mixed with suspended solids ( Arruda et al., 1983 ARRUDA, J.A., MARZOLF, G.R. and FAULK, R.T. The role of suspended sediments in the nutrition of zooplankton in turbid reservoirs. Ecology, 1983, 64(5), 1225-1235. http://dx.doi.org/10.2307/1937831.
http://dx.doi.org/10.2307/1937831 ...
). All these mechanisms may result in reduced growth and fitness in zooplankton even if phytoplankton are abundant in the water ( Jonsson et al., 2011 JONSSON, M., RANAKER, L., NICOLLE, A., LJUNGBERG, P., FAGERBERG, T., HYLANDER, S., JEPHSON, T., LEBRET, K., EINEM, J., HANSSON, L.-A., NILSSON, P.A., BALSEIRO, E. and MODENUTTI, B. Glacial clay affects foraging performance in a Patagonian fish and cladocerans. Hydrobiologia , 2011, 663(1), 101-108. http://dx.doi.org/10.1007/s10750-010-0557-4.
http://dx.doi.org/10.1007/s10750-010-05...
).

In conclusion, clear correlations were found between environmental conditions and the zooplankton community. The conductivity, suspended solids, pH, temperature and dissolved oxygen, were identified as possible factors governing the seasonal variability of zooplankton in the Pelotas River sub-basin. Thus, this study suggests that the broad range of environmental conditions found in this study plays a substantial role in determining the abundance, diversity and evenness of zooplankton. In addition, the results obtained here revealed the importance of such small humid areas for aquatic biodiversity and the need to expand our understanding of the adaptations and interactions of altitudinal tropical aquatic communities.

Acknowledgements

We thank the Grupo de Pesquisas em Recursos Pesqueiros e Limnologia (GERPEL) of the Universidade Estadual do Oeste do Paraná (UNIOESTE) for providing logistical support during collection. Special thanks go to the anonymous referee and the editor, whose constructive comments considerably improved an earlier version of the manuscript.

  • Cite as: Picapedra, P. H. S., Fernandes, C. and Baumgartner, G. Structure and ecological aspects of zooplankton (Testate amoebae, Rotifera, Cladocera and Copepoda) in highland streams in southern Brazil. Acta Limnologica Brasiliensia, 2019, vol. 31, e5.

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Publication Dates

  • Publication in this collection
    18 Feb 2019
  • Date of issue
    2019

History

  • Received
    10 Mar 2017
  • Accepted
    18 Dec 2018
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