Abstract
In order to evaluate the ecotoxicological contamination of 12 aquatic sites in streams within the catch ment area of the Neckar River, a sediment quality triad (SQT) approach was applied. In contrast to Chapman's original triad approach, not only sediments, but also surface waters were examined. In brief, to obtain a com prehensive insight into the potential ecotoxicological hazard, both acute toxicity and more specific effects such as mutagenic, genotoxic, teratogenic, dioxin- and estrogen-like responses were recorded. Different statistical methods (ranking, cluster analyses, Hasse diagram techniques, and fuzzy logic) for the evaluation and presentation of the SQT data were compared with respect to the needs of environmental decision-making. Results document advan tages and disadvantages of the methods applied for the evaluation and classification of data within the complex data matrixes. The ranking procedure presented as well as the Hasse diagram technique seem to be suitable tools to elucidate the pattern of the ecotoxicological load. However, these classification methods require expert knowledge to interpret the ranking results with respect to decision-making in environmental sciences and policy. In contrast, fuzzy logic allows both to develop site-specific expert systems in order to assess the ecotoxicological burden and to give insight into the pattern of the contamination.
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Berbner, T., Rahman, N. and Braunbeck, T. (1999). Induction of P450 1A and DNA damage in isolated rainbow trout (Oncorhynchus mykiss ) hepatocytes by 2,3,7,8-tetrachlorodibenzo-p -dioxin. Biomarkers 4 , 214–28.
Braukmann, U. and Pinter, I. (1997). Integrierte Ökologische Fließgewässerbewertung—Strategiepapier. Acta Hydrochim. Hydrobiol. 25 , 113–27.
Brüggemann, R. and Halfon, E. (1997). Comparative analysis of nearshore contaminated sites in Lake Ontario: ranking for environmental hazard. J. Environ. Sci. Health 32 , 277–93.
Brüggemann, R., Münzer, B. and Halfon, E. (1994). An algebraical tool to compare ecosystems with respect to their pollution—the german river Elbe as an example. Chemosphere 28 , 863–72.
Brüggemann, R., Oberemm, A. and Steinberg, C. (1997). Ranking of aquatic effect tests using Hasse diagrams. Toxicol. Environ. Chem. 16 , 125–39.
Brüggemann, R., Voigt, K., Kaune, A., Pudenz, S., Komoßa, D. and Friedrich, J. (1998). Vergleichende ökologische Bewertung von Regionen in Baden-Württemberg . Neuherberg: GSF-Bericht 20/98, GSF.
Bühl, A. and Zöfel, P. (1995). SPSS für Windows Version 6.1—Praxisorientierte Einführung in die moderne Datenanalyse . Bonn, Paris: Addison-Wesley Publishing Company.
Burton, G.A. (1991). Assessing the toxicity of freshwater sediments. Environ. Toxicol. Chem. 10 , 1585–627.
Canfield, T.J., Kemble, N.E., Brumbaugh, W.G., Dwyer, F.J., Ingersoll, C.G. and Fairchild, J.F. (1994). Use of benthic invertebrate community structure and the sediment quality triad to evaluate metal-contaminated sediment in the upper Clark Fork River, Montana. Environ. Toxicol. Chem. 13 , 1999–2012.
Carmargo, J.A. (1990). Performance of a new ecotoxicological index to assess environmental impacts on freshwater communities. Bull. Environ. Contam. Toxicol. 44 , 529–34.
Carr, R.S., Chapman, D.C., Howard, C.L. and Biedenbach, J.M. (1996a). Sediment quality triad assessment survey of the Galveston Bay, Texas system. Ecotoxicology 5 , 341–64.
Carr, R.S., Long, E.R., Windom, H.L., Chapman, D.C., Thursby, G., Sloane, G.M. and Wolfe, D.A. (1996b). Sediment quality assessment studies of Tampa Bay, Florida. Environ. Toxicol. Chem. 15 , 1218–31.
Chapman, P. (1992). Pollution status of North Sea sediments—an international integrative study. In V. Dethlefsen and M. Carr (eds). Biological Effects of Contaminants in the North Sea , pp. 313–22. Oldendorf: Inter-Research, Mar. Ecol. Prog. Ser, Vol. 91.
Chapman, P.M. (1990). The sediment quality triad approach to determine pollution-induced degradation. Sci. Tot. Environ. 97/98 , 815–25.
Chapman, P.M. (1996). Presentation and interpretation of sediment quality triad data. Ecotoxicology 5 , 327–39.
Chapman, P.M. (2000). The sediment quality triad: then, now and tomorrow. Int. J. Environ. Pollut. 13 , 351–56.
Chapman, P.M., Power, E.A. and Burton, G.A. (1992). Integrative assessments in aquatic ecosystems. In G.A. Burton (ed.). Sediment Toxicity Assessment , pp. 313–40. Boca Raton: Lewis.
de Jonge, J., Brils, J.M., Hendricks, A.J. and Ma, W.C. (1999). Ecological and ecotoxicological surveys of moderately contaminated floodplain ecosystems in The Netherlands. Aquat. Ecosys. Health Manag. 2 , 9–18.
DelValls, T.A., Forja, J.M. and GomezParra, A. (1998a). The use of multivariate analysis to link sediment contamination and toxicity data to establish sediment quality guidelines: an example in the Gulf of Cadiz (Spain). Ciencias Marinas. June, 24 , 127–54.
DelValls, T.A., Forja, J.M. and Gómez-Parra, A. (1998b). Integrative assessment of sediment quality in two littoral ecosystems from the gulf of Cádiz, Spain. Environ. Toxicol. Chem. 17 , 1073–84.
DelValls, T.A., Forja, J.M., GonzalezMazo, E., GomezParra, A. and Blasco, J. (1998c). Determining contamination sources in marine sediments using multivariate analysis. Trac. Trends Anal. Chem. 17 , 181–92.
Engwall, M., Broman, D., Ishaq, R., Näf, C., Zebühr, Y. and Brunström, B. (1996). Toxic potencies of lipophilic extracts from sediments and settling particulate matter (SPM) collected in a PCB contaminated river system. Environ. Toxicol. Chem. 15 , 213–22.
Ensenbach, U. (1998). Embryonic development of fish—a model to assess the toxicity of sediments to vertebrates. Fresenius Environ. Bull. 7 , 531–38.
Friedrich, M., Fränzle, O. and Salski, A. (1996). Fuzzy clustering of existing chemicals according to their ecotoxicological properties. Ecolog. Modelling 85 , 27–40.
Gratzer, H. and Ahlf, W. (1999). Erarbeitung von Kriterien zur Ableitung von Qualitätszielen für Sedimente und Schwebstoffe. 171 pp. UBA-Texte, 44/99.
Green, R.H. and Montagna, P. (1996). Implications for monitoring: study designs and interpretation of results. Can. J. Fish. Aquat. Sci. 53 , 2629–36.
Heise, S., Maaß, V., Gratzer, H. and Ahlf, W. (2000). Ecotoxicolgical sediment classification—capabilities and potentials—presented for Elbe river sediments. Mitteilungen der Bundesanstalt für Gewässerkunde 22 , 96–104.
Hendricks, A.J. (1994). Monitoring and estimating concentrations and effects of microcontaminants in the Rhine-delta: chemical analysis, biological laboratory assays and field observations. Water Sci. Technol. 3 , 223–32.
Hollert, H., Dürr, M., Geier, V., Erdinger, L. and Braunbeck, T. (1999a). Ökotoxikologie in vitro : Gefährdungspotential von Neckarsedimenten. In J. Oehlmann and B. Markert (eds). Ökosystemare Ansätze in der Ökotoxikologie , pp. 444–62 Landsberg: Ecomed.
Hollert, H., Dürr, M., Karaus, U., Siebert, I., Winn, N., Pawlowski, S., Islinger, M., Gratzer, H., Ahlf, W., Karrasch, H., Erdinger, L. and Braunbeck, T. (1999b). Identifizierung und Bewertung (öko)toxikologisch belasteter Gewässer in Baden-Württemberg. Berichte Umweltforschung des Forschungszentrums Karlsruhe: online under www.bwplus.fzk.de.
Hollert, H., Dürr, M., Erdinger, L. and Braunbeck, T. (2000a). Cytotoxicity of settling particulate matter (SPM) and sediments of the Neckar river (Germany) during a winter flood. Environ. Toxicol. Chem. 19 , 528–34.
Hollert, H., Dürr, M., Haag, I., Winn, N., Holtey-Weber, R., Kern, U., Färber, H., Westrich, B., Erdinger, L. and Braunbeck, T. (2000b). A combined hydraulic and in vitro bioassay approach to assess the risk of erosion and ecotoxicological implications of contaminated sediments in a lock-regulated river system. Mitteilungen der Bundesanstalt für Gewässerkunde 22 , 156–60.
Hollert, H., Karaus, U., Dürr, M., Brack, W., Winn, N., Siebert, I., Wetterauer, B., Rudolf, M., Heise, S., Engwall, M., Erdinger, L., Ahlf, W. and Braunbeck, T. (2000c). Integrierte Sedimentuntersuchungen und Bioassay-dirigierte Fraktionierungen—Zwei Konzepte zur Identifizierung und Bewertung (öko)toxikologisch belasteter Gewässer in Baden-Württemberg (Ö 97 004). In F. Horsch, W.G. Filby, S. Gross and H. Krug (eds). Ökosystembelastungen durch zivilisationsbedingte Fremdstoffe , pp. 1–20. online under http://bwplusfzkde BWPLUS-Berichte.
Hollert, H., Dürr, M., Olsman, H., Halldin, K., Bavel, B.V., Brack, W., Tysklind, M., Engwall, M. and Braunbeck, T. (2002). Biological and chemical determination of dioxin-like compounds in sediments by means of a sediment triad approach in the catchment area of the Neckar River. Ecotoxicology 11 , 323–36.
ICES, 1999: Report of the Joint Meeting of the Working Group on Biological Effects of Contaminants and the Working Group on Statistical Aspects of Environmental Monitoring. ICES CM 1999/E:9 Ref.: ACME, The Hague.
Islinger, M., Pawlowski, S., Hollert, H., Völkl, A. and Braunbeck, T. (1999). Measurement of vitellogenin-mRNA expression in primary cultures of rainbow trout hepatocytes in a non-radioactive dot blot/RNAse protection-assay. Sci. Tot. Environ. 15 , 109–22.
Karbe, L., Mädler, K. and Janský, B. (1992). Biologische Effekte von Schadstoffen und toxisches Potential von Wasser und Sediment in Elbe und Nordsee—Statusseminar zum Biotox-Programm, p. 69. Berichte aus dem Zentrum für Meeres-und Klimaforschung der Universität Hamburg, 24 Hamburg.
Karbe, L., Mädler, K. and Westendorf, J. (1994). Biologische Effekte von Schadstoffen und toxisches Potential von Wasser und Sediment in der Elbe und Nordsee (Biotox Elbe/Biotox Nordsee II)—Statusseminar am 7. January 1994, pp. 151 Berichte des Zentrums für Meeres-und Klimaforschung—Reihe E, 7, Hamburg.
Leslie, H.A., Pavluk, T.I., de Vaate, A. and Kraak, M.H.S. (1999). Triad assessment of the impact of Cr Pollution on macrozoobenthos in the Chusovaya river (Russia). Annual European Meeting of the Society of Environmental Toxicology, Leipzig.
Machala, M., Vonrácek, J., Bláha, L., Staffová, K., Kozubík, A., Hofmanová, J., Minksová, K., Cupr, P., Hrdlicka, A., Neca, J., Ulrich, R. and Holoubek, I. (1998). Cellular and biochemical indices for in vitro evaluation of toxicity of organic extracts from river sediments, Proceedings Annual meeting of SETAC-Europe, pp. 3C/P36, Bordeaux.
Maron, D.M. and Ames, B.N. (1983). Revised methods for the Salmonella mutagenicity test. Mut. Res. 113 , 173–215.
Pascoe, G.A., Blanchet, R.J., Linder, G., Palawski, D., Brumbaugh, E.G., Canfield, T.J., Kemble, N.E., Ingersoll, C.G., Farag, A. and DalSoglio, J.A. (1994). Characterization of ecological risks at the milltown resevoir-Clark Fork river sediments superfund site, Montana. Environ. Toxicol. Chem. 13 , 2043–58.
Pudenz, S., Brüggemann, R., Luther, B., Kaune, A. and Kreims, K. (2000). An algebraic/graphical tool to compare ecosystems with respect to their pollution V: cluster analysis and Hasse diagrams. Chemosphere 40 , 1373–82.
Pudenz, S., Brüggemann, R., Luther, B., Kaune, A. and Kreims, K. (2002). QSAR of ecotoxicological data on the basis of data-driven if-then-rules. Ecotoxicology 11 , 337–42.
Rönnpagel, K., Janßen, E. and Ahlf, W. (1998). Asking for the indicator function of bioassays evaluating soil contamination: are bioassay results reasonable surrogates of effects on soil microflora? Chemosphere 36 , 1291–304.
Salski, A., Fränzle, O. and Kandzia, P. (1996). Introduction—special issue fuzzy logic in ecological modelling. Ecolog. Modelling 85 , 1–2.
Salski, A. and Kandzia, P. (1996). Fuzzy sets and fuzzy logic in ecological modelling. EcoSys 4 , 85–97.
Shin, P.K.S. and Fong, K.Y.S. (1999). Mutiple discriminant analysis of marine sediment data. Mar. Poll. Bull. 39 , 285–94.
Song, Y. and Müller, G. (1993). Freshwater sediments: sinks and sources of bromine. Naturwissenschaften 80 , 558–60.
Staffova, K., Dusek, K., Kannan, K., Giesy, J.P., Holubek, I. and Machala, M. (1999). Evaluation of cytotoxicity, TCDD-like toxicity and estrogenicity of complex environmental mixtures, Proceedings of the Annual European Meeting of the Society of Environmental Toxicology , Leipzig 1f/004.
Stebbing, A.R.D., Dethlefsen, V., Addison, R.F., Carr, M., Chapman, P.M., Cofino, W.P., Heip, C., Karbe, L. Moore, M.N. and Vethaak, A.D. (1992). Overall summary and some conclusions from the Bremerhaven Workshop. Mar. Ecol. Prog. Ser. 91 , 323–29.
Zadeh, L.A. (1965). Fuzzy sets. Inform. Control 8 , 338–53.
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Hollert, H., Heise, S., Pudenz, S. et al. Application of a Sediment Quality Triad and Different Statistical Approaches (Hasse Diagrams and Fuzzy Logic) for the Comparative Evaluation of Small Streams. Ecotoxicology 11, 311–321 (2002). https://doi.org/10.1023/A:1020597019828
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DOI: https://doi.org/10.1023/A:1020597019828