The influence of a thermal
discharge caused by the cooling system of a nuclear power station on benthic
diatom communities was assessed at the lower Ebro River (in Spain), and the
information generated could be useful to understand the effects of increasing
temperature on large Mediterranean rivers. Surveys conducted at sites before
and after the effluent and collected from natural and artificial substrate were
analyzed and, Non-metrical Multidimensional Scaling (NMDS), Similarity
Percentage Analysis (SIMPER) and 1-way Analysis of Similarities (ANOSIM) were
performed to assess changes in community structure. The relationship between
diatom assemblages and environmental variables was assessed with a multivariate
distance-based linear regression model (DISTLM) and the model was visualized
through a redundancy analysis (dbRDA). NMDS ordination was obtained with a
stress of 0.18 and 0.17 for natural and artificial substrates, respectively.
ANOSIM showed significant differences between Control and Impacted sites (p<0.05). Simper analysis showed that the mean dissimilarity between Control
and Impacted sites was of 42.22% for natural substrate and of 39.97% for
artificial substrate. DISTLM selected a set of explanatory variables (dissolved
oxygen, Tº?difference, total phosphorus, pH and
chlorophyll) with a 67.24% of fitted variation. Diatoms showed sensitivity to
thermal changes, even though when these did not exceed 3℃. The factors that seemed to influence
benthic assemblages the most were seasonal
variation and the thermal increase caused by the nuclear power station.
References
[1]
Hawkes, H.A. (1969) Ecological Changes of Applied Significance Induced by the Discharge of Heated Waters. In: Parker, F.L. and Krenkel, P., Eds., Engineering Aspects of Thermal Pollution, Vanderbilt University Press, Nashville Tennessee, 15-57.
[2]
Patrick, R. (1969) Some Effects of Temperature on Freshwater Algae. In: Krenkel, P.A. and Parker, F., Eds., Biological Aspects of Thermal Pollution, Vanderbilt University Press, Nashville, 161-198.
[3]
Patrick, R. (1971) Effects of Increasing Light and Temperature on the Structure of Diatom Communities. Limnology and Oceanography, 16, 405-421. https://doi.org/10.4319/lo.1971.16.2.0405
[4]
Chessman, B., Growns, I., Currey, J. and Plunkett-Cole, N. (1999) Predicting Diatom Communities at the Genus Level for the Rapid Biological Assessment of Rivers. Freshwater Biology, 41, 317-331. https://doi.org/10.1046/j.1365-2427.1999.00433.x
[5]
McCormick, P.V. and Cairns, J.R.J. (1994) Algae as Indicators of Environmental Change. Journal of Applied Phycology, 6, 509-526. https://doi.org/10.1007/BF02182405
[6]
Whitton, B.A. and Kelly, M.G. (1995) Use of Algae and Other Plants for Monitoring Rivers. Australian Journal of Ecology, 20, 45-56. https://doi.org/10.1111/j.1442-9993.1995.tb00521.x
[7]
De Nicola, D.M. (1996) Periphyton Responses to Temperature at Different Ecological Levels. In: Stevenson, R.J., Bothwell, M.L. and Lowe, R.L., Eds., Algal Ecology in Freshwater Benthic Ecosystems, Academic Press, San Diego, 149-181.
[8]
Kishi, D., Murakami, M., Nakano, S. and Maekawa, K. (2005) Water Temperature Determines Strength of Top-Down Control in a Stream Food Web. Freshwater Biology, 50, 1315-1322. https://doi.org/10.1111/j.1365-2427.2005.01404.x
[9]
Dallas, H. (2008) Water Temperature and Riverine Ecosystems: An Overview of Knowledge and Approaches for Assessing Biotic Responses, with Special Reference to South Africa. Water SA, 34, 393-404.
[10]
Raven, J.A. and Geider, R.J. (1988) Temperature and Algal Growth. New Phytologist, 110, 441-461. https://doi.org/10.1111/j.1469-8137.1988.tb00282.x
[11]
Caissie, D. (2006) The Thermal Regime of Rivers: A Review. Freshwater Biology, 51, 1389-1406. https://doi.org/10.1111/j.1365-2427.2006.01597.x
[12]
Ward, J.V. (1985) Thermal Characteristics of Running Waters. In: Davies, B.R. and Walmsley, R.D., Eds., Perspectives in Southern Hemisphere Limnology, Springer, Berlin, 31-46. https://doi.org/10.1007/978-94-009-5522-6_3
[13]
Verones, F., Hanafiah, M.M., Pfister, S., Huijbregts, M.A.J., Pelletier, G.J. and Koehler, A. (2010) Characterization Factors for Thermal Pollution in Freshwater Aquatic Environments. Environmental Science & Technology, 44, 9364-9369. https://doi.org/10.1021/es102260c
[14]
Kaushal, S.S., Likens, G.E., Jaworski, N.A., Pace, M.L., Sides, A.M., Seekell, D., Belt, K.T., Secor, D.H. and Wingate, R.L. (2010) Rising Stream and River Temperatures in the United States. Frontiers in Ecology and the Environment, 8, 461-466. https://doi.org/10.1890/090037
[15]
De Vries, P., Tamis, J.E., Murk, A.J. and Smit, M.G.D. (2008) Development and Application of a Species Sensitivity Distribution for Temperature-Induced Mortality in the Aquatic Environment. Environmental Toxicology and Chemistry, 27, 2591-2598. https://doi.org/10.1897/08-056.1
[16]
Langford, T. (1990) Ecological Effects of Thermal Discharges. Springer Science & Business Media, London.
[17]
Lardicci, C., Rossi, F. and Maltagliati, F. (1999) Detection of Thermal Pollution: Variability of Benthic Communities at Two Different Spatial Scales in an Area Influenced by a Coastal Power Station. Marine Pollution Bulletin, 38, 296-303. https://doi.org/10.1016/S0025-326X(98)00149-0
[18]
Teixeira, T.P., Neves, L.M. and Araújo, F.G. (2010) Thermal Impact of a Nuclear Power Plant in a Coastal Area in Southeastern Brazil: Effects of Heating and Physical Structure on Benthic Cover and Fish Communities. Hydrobiologia, 684, 161-175. https://doi.org/10.1007/s10750-011-0980-1
[19]
Laws, E.A. (1993) Aquatic Pollution: An Introductory Text. 2nd Edition, John Wiley & Sons, New York.
[20]
European Union (2006) Directive 2006/44/EC of the European Parliament and of the Council of 6 September 2006, on the Quality of Fresh Waters Needing Protection or Improvement in Order to Support Fish Life. Official Journal of the European Communities, L264, 20-31.
[21]
Potapova, M.G. and Charles, D.F. (2002) Benthic Diatoms in USA Rivers: Distributions along Spatial and Environmental Gradients. Journal of Biogeography, 29, 167-187. https://doi.org/10.1046/j.1365-2699.2002.00668.x
[22]
Perkins, D.M., Reiss, J., Yvon-Durocher, G. and Woodward, G. (2010) Global Change and Food Webs in Running Waters. Hydrobiologia, 657, 181-198. https://doi.org/10.1007/s10750-009-0080-7
[23]
Stevenson, R.J. and Sabater, S. (2010) Understanding Effects of Global Change on River Ecosystems: Science to Support Policy in a Changing World. Hydrobiologia, 657, 3-18. https://doi.org/10.1007/s10750-010-0392-7
[24]
Wrona, F.J., Prowse, T.D., Reist, J.D., Hobbie, J.E., Lévesque, L.M.J. and Vincent, W.F. (2006) Climate Change Effects on Aquatic Biota, Ecosystem Structure and Function. AMBIO: A Journal of the Human Environment, 35, 359-369. https://doi.org/10.1579/0044-7447(2006)35[359:CCEOAB]2.0.CO;2
[25]
Hein, M.K. and Koppen, J.D. (1979) Effects of Thermally Elevated Discharges on the Structure and Composition of Estuarine Periphyton Diatom Assemblages. Estuarine and Coastal Marine Science, 9, 385-401. https://doi.org/10.1016/0302-3524(79)90013-6
[26]
Hillebrand, H., Soininen, J. and Snoeijs, P. (2010) Warming Leads to Higher Species Turnover in a Coastal Ecosystem. Global Change Biology, 16, 1181-1193. https://doi.org/10.1111/j.1365-2486.2009.02045.x
[27]
Snoeijs, P.J.M. and Prentice, I.C. (1989) Effects of Cooling Water Discharge on the Structure and Dynamics of Epilithic Algal Communities in the Northern Baltic. Hydrobiologia, 184, 99-123. https://doi.org/10.1007/BF00014306
[28]
Boylen, C.W. and Brock, T.D. (1973) Effects of Thermal Additions from the Yellowstone Geyser Basins on the Benthic Algae of the Firehole River. Ecology, 54, 1282-1291. https://doi.org/10.2307/1934190
[29]
Hickman, M. and Klarer, D.M. (1975) The Effect of the Discharge of Thermal Effluent from a Power Station on the Primary Productivity of an Epiphytic Algal Community. British Phycological Journal, 10, 81-91. https://doi.org/10.1080/00071617500650081
[30]
Lamberti, G. and Resh, V. (1985) Distribution of Benthic Algae and Macroinvertebrates along a Thermal Stream Gradient. Hydrobiologia, 128, 13-21. https://doi.org/10.1007/BF00008935
[31]
Squires, L., Rushforth, S. and Brotherson, J. (1979) Algal Response to a Thermal Effluent: Study of a Power Station on the Provo River, Utah, USA. Hydrobiologia, 63, 17-32. https://doi.org/10.1007/BF00021013
[32]
Vinson, D. and Rushforth, S. (1989) Diatom Species Composition along a Thermal Gradient in the Portneuf River, Idaho, USA. Hydrobiologia, 185, 41-54. https://doi.org/10.1007/BF00006066
[33]
Prats, J., Val, R., Armengol, J. and Dolz, J. (2010) Temporal Variability in the Thermal Regime of the Lower Ebro River (Spain) and Alteration due to Anthropogenic Factors. Journal of Hydrology, 387, 105-118. https://doi.org/10.1016/j.jhydrol.2010.04.002
[34]
Koroleff, F. (1977) Simultaneous Persulfate Oxidation of Phosphorus and Nitrogen Compounds in Water. In: Grasshoff, K., Ed., Report of the Baltic Intercalibration Worshop, Annex Interim Commission for the Protection of the Environment of the Baltic Sea, 52-53.
[35]
Koroleff, F. (1983) Determination of Phosphorus. In: Grasshoff, K., Ehrhardt, M. and Kremling, K., Eds., Methods of Seawater Analysis, Verlag Chemie, 125-132.
[36]
Jeffrey, S. and Humphrey, G. (1975) New Spectrophotometric Equations for Determining Chlorophylls a, b, c1 and c2 in Higher Plants, Algae and Natural Phytoplankton. Biochem Physiol Pflanzen, 167, 191-194. https://doi.org/10.1016/S0015-3796(17)30778-3
[37]
Kelly, M., Cazaubon, A., Coring, E., Dell'uomo, A., Ector, L., Goldsmith, B., Guasch, H., Hürlimann, J., Jarlman, A. and Kawecka, B. (1998) Recommendations for the Routine Sampling of Diatoms for Water Quality Assessments in Europe. Journal of Applied Phycology, 10, 215-224. https://doi.org/10.1023/A:1008033201227
[38]
Renberg, I. (1990) A Procedure for Preparing Large Sets of Diatom Slides from Sediment Cores. Journal of Paleolimnology, 4, 87-90. https://doi.org/10.1007/BF00208301
[39]
Krammer, K., Lange-Bertalot, H., Bate, N., Podzorski, A. and Bukowska, J. (1986-1991) Bacillariophyceae 1Teil: Naviculaceae (1986); 2 Teil: Bacillariaceae, Epithemiaceae, Surirellaceae, (1988); 3 Teil: Centrales, Fragilariaceae, Eunotiaceae, (1991a); 4 Teil: Achnanthaceae, Kritische Ergaanzungen zu Navicula (Lineolatae) und Gomphonema Gesamtliteraturverzeichnis, (1991b). In: Ettl, H., Gerloff, J., Heying, H. and Mollenhauer, D., Eds., Süßwasserflora von Mitteleuropa, Gustav Fischer Verlag, Stuttgart, 1-876.
[40]
Anderson, M.J. and Walsh, D.C. (2013) PERMANOVA, ANOSIM, and the Mantel test in the Face of Heterogeneous Dispersions: What Null Hypothesis Are You Testing? Ecological Monographs, 83, 557-574. https://doi.org/10.1890/12-2010.1
[41]
McArdle, B.H. and Anderson, M.J. (2001) Fitting Multivariate Models to Community Data: A Comment on Distance-Based Redundancy Analysis. Ecology, 82, 290-297. https://doi.org/10.1890/0012-9658(2001)082[0290:FMMTCD]2.0.CO;2
[42]
Clarke, K.R. and Gorley, R. (2006) PRIMER v6: User Manual/Tutorial. Primer-E, Plymouth.
[43]
Anderson, M.J., Gorley, R.N. and Clarke, K.R. (2008) PERMANOVA+ for PRIMER: Guide to Software and Statistical Methods. PRIMER-E, Plymouth.
[44]
Moore, J.W. (1977) Seasonal Succession of Algae in a Eutrophic Stream in Southern England. Hydrobiologia, 53, 181-192. https://doi.org/10.1007/BF00029297
[45]
Moore, J.W. (1977) Seasonal Succession of Algae in Rivers. II. Examples from Highland Water, a Small Woodland Stream. Hidrobiologia, 80, 160-171.
[46]
Stevenson, R.J. and Pan, Y. (1999) Assessing Environmental Conditions in Rivers and Streams with Diatoms. In: Stoermer, E.F. and Smol, J.P., Eds., The Diatoms: Applications for the Environmental and Earth Sciences, Cambridge University Press, New York, 1-4. https://doi.org/10.1017/CBO9780511613005.003
[47]
Smol, J.P. and Stoermer, E.F. (2010) The Diatoms: Applications for the Environmental and Earth Sciences. Cambridge University Press, Cambridge. https://doi.org/10.1017/CBO9780511763175
Lane, C.M., Taffs, K.H. and Corfield, J.L. (2003) A Comparison of Diatom Community Structure on Natural and Artificial Substrata. Hydrobiologia, 493, 65-79. https://doi.org/10.1023/A:1025498732371
[50]
Rovira, L., Trobajo, R. and Ibanez, C. (2009) Periphytic Diatom Community in a Mediterranean Salt Wedge Estuary: The Ebro Estuary (NE Iberian Peninsula). Acta Botanica Croatica, 68, 285-300.
[51]
Rovira, L., Trobajo, R., Leira, M. and Ibáñez, C. (2012) The Effects of Hydrological Dynamics on Benthic Diatom Community Structure in a Highly Stratified Estuary: The Case of the Ebro Estuary (Catalonia, Spain). Estuarine, Coastal and Shelf Science, 101, 1-14. https://doi.org/10.1016/j.ecss.2011.12.033
[52]
IPCC (2013) Climate Change 2013: The Physical Science Basis. Summary for Policymakers. Contribution of Working Group 1 to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge.
[53]
Parmesan, C. and Yohe, G. (2003) A Globally Coherent Fingerprint of Climate Change Impacts across Natural Systems. Nature, 421, 37-42. https://doi.org/10.1038/nature01286