Skip to main content
Log in

Ecological relationships between phytoplankton communities and different spatial scales in European reservoirs: implications at catchment level monitoring programmes

  • Primary research paper
  • Published:
Hydrobiologia Aims and scope Submit manuscript

Abstract

Phytoplankton communities are structured by factors acting over temporal and spatial scales. Identifying which factors are driving spatial patterns in aquatic communities is the central aim of ecology. In this study, data sets of phytoplankton communities and environmental data of two Portuguese reservoirs types (lowland “riverine reservoirs” and higher altitude “artificial lake reservoirs”) were used to determine the importance of environmental variables at different spatial (geographical, regional and local) and time scales (seasons, years) on the community structure. In all the data sets, the multivariate ordination technique Canonical Correspondence Analysis (CCA) showed that regional and local scales explained the majority (9–18% and 13–19%, respectively) of the taxa variance. However, for “riverine reservoirs”, time variables were more important, explaining 27% of the variability in phytoplankton assemblages. Variance partitioning was used to assess the individual importance of the three spatial scales and time for the community structure of the two reservoir types. The majority of among-site variability (5.9–21.4%) was accounted for by time variables, with local, regional, and geographical scale variables accounting for 3.3–5.6%, 3.7–4.5% and 2.6–2.9%, respectively. The effects of different spatial scales on phytoplankton communities were clearly interrelated; thus, implying that phytoplankton assemblages are capable of detecting stress from catchment to site scales.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • APHA, 1995. Standard Methods for the Examination of Water and Wastewater, 19th ed. American Public Health Association, Washington, DC.

    Google Scholar 

  • Borcard, D., P. Legendre & P. Drapeau, 1992. Partialling out the spatial component of ecological variation. Ecology 73: 1045–1055.

    Article  Google Scholar 

  • Borges, P. A. F., S. Train & L. C. Rodrigues, 2008. Spatial and temporal variation of phytoplankton in two subtropical Brazilian reservoirs. Hydrobiologia 607: 63–74.

    Article  Google Scholar 

  • Brazner, J. C., N. P. Danz, G. J. Niemi, R. R. Regal, A. S. Trebitz, R. W. Howe, J. M. Hanowski, L. B. Johnson, J. J. H. Ciborowski, C. A. Johnston, E. D. Reavie, V. J. Brady & G. V. Sgro, 2007. Evaluation of geographic, geomorphic and human influences on Great Lakes wetland indicators: a multi-assemblage approach. Ecological Indicators 7: 610–635.

    Article  Google Scholar 

  • Buck, O., D. K. Niyogi & C. R. Townsend, 2004. Scale-dependence of land use effects on water quality of streams in agricultural catchments. Environmental Pollution 130: 287–299.

    Article  PubMed  CAS  Google Scholar 

  • Cabecinha, E., R. Cortes, J. A. Cabral, T. Ferreira, M. Lourenço & M. A. Pardal, 2009. Multi-scale approach using phytoplankton as a first step towards the definition of the ecological status of reservoirs. Ecological Indicators 9(2): 240–255.

    Article  CAS  Google Scholar 

  • Çelik, K. & T. Ongun, 2007. The relationships between certain physical and chemichal variables and the seasonal dynamics of phytoplankton assemblages of two inlets of a shallow hypertrophic lake with different nutrient inputs. Environmental Monitoring and Assessment 124: 321–330.

    Article  PubMed  Google Scholar 

  • Çelik, K. & T. Ongun, 2008. Spatial and temporal dynamics of the steady-state phytoplankton assemblages in a temperate shallow hypertrophic lake (Lake Manyas, Turkey). Limnology 9: 115–123.

    Article  Google Scholar 

  • Chen, L. D., B. J. Fu, S. R. Zhang, J. Qiu, X. D. Guo & F. L. Yang, 2002. A comparative study on nitrogen-concentration dynamics in surface water in a heterogeneous landscape. Environmental Geology 42: 424–432.

    Article  CAS  Google Scholar 

  • Clarke, G., M. Kerman, A. Marchetto, S. Sorvari & J. Catalan, 2005. Using diatoms to assess geographical patterns of change in high-altitude European lakes from pre-industrial times to the present day. Aquatic Sciences 67: 224–236.

    CAS  Google Scholar 

  • Danz, N. P., G. J. Niemi, R. R. Regal, T. P. Hollenhorst, L. B. Johnson, J. M. Hanowski, R. P. Axler, J. J. H. Ciborowski, T. Hrabik, V. J. Brady, J. R. Kelly, J. C. Brazner, R. W. Howe, C. A. Johnston & G. E. Host, 2007. Integrated gradients of anthropogenic stress in the U.S. Great Lakes basin. Environmental Management 39: 631–647.

    Article  PubMed  Google Scholar 

  • Death, R. G. & M. K. Joy, 2004. Invertebrate community structure in streams of the Manawatu-Wanganui region, New Zealand: the roles of catchment versus reach scale influences. Freshwater Biology 49: 982–997.

    Article  Google Scholar 

  • Dokulil, M. T. & K. Teubner, 2000. Cyanobacterial dominance in lakes. Hydrobiologia 438: 1–12.

    Article  CAS  Google Scholar 

  • Downes, B. J., L. A. Barmuta, P. G. Fairweather, D. P. Faith, M. J. Keought, P. S. Lake, B. D. Mapstone & G. P. Quinn, 2002. Monitoring Ecological Impacts Concepts and Practice in Flowing Waters. Cambridge University Press, Cambridge: 434.

    Google Scholar 

  • Dziock, F., K. Henle, F. Foeckler, K. Follner & M. Scholz, 2006. Biological indicator systems in floodplains–a review. International Review of Hydrobiology 91: 271–291.

    Article  Google Scholar 

  • European Commission, 2000. Directive 2000/60/EC of The European Parliament and of the Council—Establishing a Framework for Community Action in the Field of Water Policy. Brussels, Belgium, 23 October 2000.

  • Fallu, M. A., N. Allaire & R. Pienitz, 2002. Distribution of freshwater diatoms in 64 Labrador (Canada) lakes: species–environment relationships along latitudinal gradients and reconstruction models for water colour and alkalinity. Canadian Journal of Fisheries and Aquatic Sciences 59: 329–349.

    Article  Google Scholar 

  • Feld, C. K. & D. Hering, 2007. Community structure or function: effects of environmental stress on benthic macroinvertebrates at different spatial scales. Freshwater Biology 52: 1380–1399.

    Article  Google Scholar 

  • Frisell, C. A., W. L. Liss, C. E. Warren & M. D. Hurley, 1986. A hierarchical framework for stream habitat classification: viewing streams in a watershed context. Environmental Management 10: 199–214.

    Article  Google Scholar 

  • GIG, 2007. Lake Mediterranean GIG. Joint Research Centre, European Commission. URL: http://circa.europa.eu/Public/irc/jrc/jrc_eewai/library?l=/milestone_reports/milestone_reports_2007/lakes&vm=detailed&sb=Title.

  • Holopainen, A., L. Lepistö, R. Niinioja & A. Rämö, 2008. Spatiotemporal and long-term variation in phytoplankton communities in the oligotrophic Lake Pyhäjärvi on the Finnish-Russian border. Hydrobiologia 599: 135–141.

    Article  Google Scholar 

  • IGEOE, Instituto Geográfico do Exército (Geografic Military Institute), 2006. Corine Land Cover 1990 and 2000. http://www.igeoe.pt/.

  • INAG, Instituto Nacional da Água (National Water Institute), 2006. Relatório intercalar do projecto “Qualidade ecológica e gestão integrada de albufeiras”. (in Portuguese).

  • INE, Instituto Nacional de Estatística (National Statistics Institute), 2006. http://www.ine.pt.

  • Jonhson, R. K., M. Furse, D. Hering & L. Sandin, 2007. Ecological relationships between stream communities and spatial scale: implications for designing catchment level monitoring programmes. Freshwater Biology 52: 939–958.

    Article  Google Scholar 

  • Lancaster, J. & L. R. Belyea, 2006. Defining the limits to local density: alternative views of abundance–environment relationships. Freshwater Biology 51: 783–796.

    Article  Google Scholar 

  • Legendre, P. & L. Legendre, 1998. Numerical Ecology, 2nd ed. Elsevier, New York.

    Google Scholar 

  • Leira, M. & S. Sabater, 2005. Diatoms assemblages distribution in catalan rivers, NE Spain, in relation to chemical and physiographical factors. Water Research 39: 73–82.

    Article  PubMed  CAS  Google Scholar 

  • Li, J., A. Herlihy, W. Gerth, P. Kaufmann, S. Gregory, S. Urquhart & D. P. Larsen, 2001. Variability in stream macroinvertebrates at multiple spatial scales. Freshwater Biology 46: 87–97.

    Article  Google Scholar 

  • Lim, D. S., J. P. Smol & M. S. Douglas, 2007. Diatom assemblages and their relation ships to lakewater nitrogen levels and other limnological variables from 36 lakes and ponds on Banks Island, NWT Canadian Artic. Hydrobiologia 586(1): 191–211.

    Article  CAS  Google Scholar 

  • Liu, Q., 1997. Variation portioning by partial redundancy analysis (RDA). Environmetrics 8: 75–85.

    Article  CAS  Google Scholar 

  • Lund, J. W. G., C. Kipling & E. D. Le Cren, 1958. The invertited microscope methods of estimating algal numbers and the statistical basis of estimation by counting. Hydrobiologia 11: 143–170.

    Article  Google Scholar 

  • Meót, A., P. Legendre & D. Borcard, 1998. Partialling out the spatial component of ecological variation: questions and propositions in the linear modelling framework. Environmental and Ecological Statistics 5: 1–27.

    Article  Google Scholar 

  • Moss, B., S. Stephen, C. Alvarez, E. Becares, W. van de Bund, E. van Donk, E. de Eyto, T. Feldmann, C. Fernández-Aláez, M. Fernández-Aláez, R. J. M. Franken, F. García-Criado, E. Gross, M. Gyllstrom, L.-A. Hansson, K. Irvine, A. Järvalt, J.-P. Jenssen, E. Jeppesen, T. Kairesalo, R. Kornijow, T. Krause, H. Künnap, A. Laas, L. Lill, H. Luup, M. A. Miracle, P. Nõges, T. Nõges, M. Nykannen, O. Ott, E. T. H. M. Peeters, G. Phillips, S. Romo, J. Salujõe, M. Scheffer, K. Siewertsen, T. Tesch, H. Timm, L. Tuvikene, I. Tonno, K. Vakilainnen & T. Virro, 2003. The determination of ecological quality in shallow lakes—a tested expert system (ECOFRAME) for implementation of the European Water Framework Directive. Aquatic Conservation: Marine and Freshwater Systems 13: 507–550.

    Article  Google Scholar 

  • Negro, A. I. & C. De Hoyos, 2005. Relationships between diatoms and the environment in Spanish reservoirs. Limnetica 24: 133–144.

    Google Scholar 

  • Økland, R. H. & O. Eilertsen, 1994. Canonical correspondence analysis with variation partitioning: some comments and an application. Journal of Vegetation Science 5: 117–126.

    Article  Google Scholar 

  • Padisák, J., I. Grigorszky, G. Borics & É. Soróczki-Pintér, 2006. Use of phytoplankton assemblages for monitoring ecological status of lakes within the Water Framework Directive: the assemblage index. Hydrobiologia 553: 1–14.

    Article  Google Scholar 

  • Padisák, J., L. O. Crossetti & L. Naselli-Flores, 2009. Use and misuse in the application of the phytoplankton functional classification: a critical review with updates. Hydrobiologia 621(1): 1–19.

    Article  Google Scholar 

  • Pan, Y. D., A. T. Herlihy, P. R. Kaufmann, J. Wigington, J. van Sickle & T. Moser, 2004. Linkages among land-use water quality, physical habitat and lotic diatom assemblages: a multi-spatial scale assessment. Hydrobiologia 515: 59–73.

    Article  Google Scholar 

  • Podani, J., 2000. Introduction to the Exploration of Multivariate Biological Data. Backhuys Publishers, Leiden.

    Google Scholar 

  • Poff, N. L., 1997. Landscape filters and species traits: towards a mechanistic understanding and prediction in stream ecology. Journal of the North American Benthological Society 16: 391–409.

    Article  Google Scholar 

  • Reynolds, C. S. & A. C. Petersen, 2000. The distribution of planktonic Cyanobacteria in Irish lakes in relation to their trophic states. Hydrobiologia 424: 91–99.

    Article  CAS  Google Scholar 

  • Reynolds, C. S., V. Huszar, C. Kruk, L. Naselli-Flores & S. Melo, 2002. Towards a functional classification of the freshwater phytoplankton. Journal of Plankton Research 24: 417–428.

    Article  Google Scholar 

  • Rosenberg, D. M. & V. H. Resh, 1993. Introduction to freshwater biomonitoring and benthic macroinvertebrates. In Rosenberg, D. M. & V. H. Resh (eds), Freshwater Biomonitoring and Benthic Macroinvertebrates. Chapman and Hall, New York: 1–9.

    Google Scholar 

  • Sabater, S. & J. Nolla, 1991. Distributional patterns of phytoplankton in Spanish reservoirs. First results and comparison after fifteen years. Verhandlungen der internationale Vereinigung für Limnologie 24: 1371–1375.

    Google Scholar 

  • Soininen, J., 2007. Environmental and spatial control of freshwater diatoms–a review. Diatom Research 22: 473–490.

    Google Scholar 

  • Snyder, C. D., J. A. Young, R. Villella & D. P. Lemarie, 2003. Influences of upland and riparian land use patterns on stream biotic integrity. Landscape Ecology 18: 647–664.

    Article  Google Scholar 

  • Statzner, B., B. Bis, S. Dolédec & P. Usseglio-Polatera, 2001. Perspectives for biomonitoring at large spatial scales: a unified measure for the functional composition of invertebrate communities in European running waters. Basic and Applied Ecology 2: 73–85.

    Article  Google Scholar 

  • Tavassi, M., S. S. Barinova, O. V. Anissimova, E. Nevo & S. P. Wasser, 2004. Algal indicators of environment in the Nahal Yarqon basin, Central Israel. International Journal on Algae 6: 355–382.

    Article  Google Scholar 

  • ter Braak, C. J. F., 1986. Canonical correspondence analysis: a new eigenvector technique for multivariate direct gradient analysis. Ecology 67: 1167–1179.

    Article  Google Scholar 

  • ter Braak, C. J. F., 1987. Ordination. In Jongman, R. H. G., C. J. F. ter Braak & O. F. R. van Tongeren (eds), Data Analysis in Community and Landscape Ecology. Pudoc, Wageningen: 91–173.

    Google Scholar 

  • ter Braak, C. J. F. & P. Šmilauer, 2002. CANOCO Reference Manual and User’s Guide to Canoco for Windows Software for Canonical Community Ordination (Version 4.5). Microcomputer Power, Ithaca, NY: 352.

    Google Scholar 

  • Tolotti, M., M. Manca, N. Angeli, G. Morabito, B. Thaler, E. Rott & E. Stuchilk, 2006. Phytoplankton and zooplankton associations in set of Alpine high altidude lakes: geographic distribution and ecology. Hydrobiologia 562: 99–122.

    Article  CAS  Google Scholar 

  • Van Dam, H., A. Mertens & J. Sinkeldam, 1994. A coded checklist and ecological indicator values of freshwater diatoms from the Nederlands. Nederlands Journal Aquatic Ecology 28(1): 117–133.

    Article  Google Scholar 

  • Van den Brink, P. J. & B. J. Kater, 2006. Chemichal and biological evaluation of sediments from the Wadden Sea, The Netherlands. Ecotoxicology 15: 451–460.

    Article  PubMed  CAS  Google Scholar 

  • Van den Brink, P. J., J. Hattink, F. Bransen, E. Van Donk & T. Brock, 2000. Impact of the fungicide carbendazim in freshwater microcosms. II. Zooplankton, primary producers and final conclusions. Aquatic Toxicology 48: 251–264.

    Article  PubMed  Google Scholar 

  • Vasconcelos, V. M., 2001. Toxic freshwater cyanobacteria and their toxins in Portugal. In Chorus, I. (ed.), Cyanotoxins—Occurrence, Effects, Controlling Factors. Springer Publishers, Heidelberg: 64–69.

    Google Scholar 

  • Venrick, E. L., 1978. How many cells to count? In Sournia, A. (ed.), Phytoplankton Manual. UNESCO: 167–180.

  • Wiley, M. J., S. L. Kohler & P. W. Seelbach, 1997. Reconciling landscape and local views of aquatic communities: lessons from Michigan trout streams. Freshwater Biology 37: 133–148.

    Article  Google Scholar 

Download references

Acknowledgements

This study was carried out within the framework of collaboration agreements between INAG (National Water Institute) and other universities, namely the UTAD (University of Trás-os-Montes e Alto Douro) for the study of Portuguese reservoirs. We would like to thank the LABELEC staff for the environmental and phytoplankton data, namely to Engº. Lourenço Gil. The authors also thank the anonymous reviewers, and the Editor who helped to improve the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Edna Cabecinha.

Additional information

Handling editor: J. Padisak

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (PDF 97 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Cabecinha, E., Van den Brink, P.J., Cabral, J.A. et al. Ecological relationships between phytoplankton communities and different spatial scales in European reservoirs: implications at catchment level monitoring programmes. Hydrobiologia 628, 27–45 (2009). https://doi.org/10.1007/s10750-009-9731-y

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10750-009-9731-y

Keywords

Navigation