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Cook book for the development of a Multimetric Index for biological condition of aquatic ecosystems: Experiences from the European AQEM and STAR projects and related initiatives

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Abstract

The requirements of the European Water Framework Directive (WFD), aimed at an integrative assessment methodology for evaluating the ecological status of water bodies are frequently being achieved through multimetric techniques, i.e. by combining several indices, which address different stressors or different components of the biocoenosis. This document suggests a normative methodology for the development and application of Multimetric Indices as a tool with which to evaluate the ecological status of running waters. The methodology has been derived from and tested on a European scale within the framework of the AQEM and STAR research projects, and projects on the implementation of the WFD in Austria and Germany. We suggest a procedure for the development of Multimetric Indices, which is composed of the following steps: (1) selection of the most suitable form of a Multimetric Index; (2) metric selection, broken down into metric calculation, exclusion of numerically unsuitable metrics, definition of a stressor gradient, correlation of stressor gradients and metrics, selection of candidate metrics, selection of core metrics, distribution of metrics within the metric types, definition of upper and lower anchors and scaling; (3) generation of a Multimetric Index (general or stressor-specific approach); (4) setting class boundaries; (5) interpretation of results. Each step is described by examples.

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References

  • M. T. Barbour J. L. Plafkin B. P. Bradley C. G. Graves R. W. Wisseman (1992) ArticleTitleEvaluation of EPA’s rapid bioassessment benthic metrics: Metric redundancy and variability among reference stream sites Environmental Toxicology and Chemistry 11 437–449

    Google Scholar 

  • M. T. Barbour J. B. Stribling J. R. Karr (1995) Multimetric approach for establishing biocriteria. Biological assessment and criteria W. S. Davies T. P. Simon (Eds) Tools for water resource planning and decision making CRC Press Boca Raton 63–77

    Google Scholar 

  • M. T. Barbour J. Gerritsen B. D. Snyder J. B. Stribling (1999) Rapid Bioassessment Protocols for Use in Streams and Wadeable Rivers: Periphyton, Benthic Macroinvertebrates and Fish EditionNumber2 U.S. EPA. Office of Water Washington, DC

    Google Scholar 

  • J. Böhmer C. Rawer-Jost A. Zenker (2004a) ArticleTitleMultimetric assessment of data provided by water managers from Germany: assessment of several different types of stressors with macrozoobenthos communities Hydrobiologia 516 215–228 Occurrence Handle10.1023/B:HYDR.0000025267.58196.5f

    Article  Google Scholar 

  • J. Böhmer C. Rawer-Jost A. Zenker C. Meier C. K. Feld R. Biss D. Hering (2004b) ArticleTitleAssessing streams in Germany with benthic invertebrates: Development of a multimetric invertebrate based assessment system Limnologica 34 IssueID4 416–432

    Google Scholar 

  • A. Buffagni S. Erba M. Cazzola J. L. Kemp (2004) ArticleTitleThe AQEM multimetric system for the southern Italian Apennines: assessing the impact of water quality and habitat degradation on pool macroinvertebrates in Mediterranean rivers Hydrobiologia 516 315–331 Occurrence Handle10.1023/B:HYDR.0000025273.15958.6a

    Article  Google Scholar 

  • P. F. M. Coesel (2001) ArticleTitleA method for quantifying conservation value in lentic freshwater habitats using desmids as indicator organisms Biodiversity and Conservation 10 IssueID2 177–187 Occurrence Handle10.1023/A:1008985018197

    Article  Google Scholar 

  • W. S. Davis T. P. Simon (1995) Biological Assessment and Criteria. Tools for Water Resource Planning and Decision Making Lewis Publishers Boca Raton, London, Tokyo

    Google Scholar 

  • Ellenberg, H., H. E. Weber, R. Düll, V. Wirth, W. Werner & D. Paulißen, 1992. Zeigerwerte von Pflanzen in Mitteleuropa, Scripta Geobotanica 18

  • Eurolimpacs, 2004. Integrated project to evaluate the impacts of global change on European freshwater ecosystems. Macro-invertebrate Taxa and autecology database. www.freshwaterecology.info

  • Fame Consortium, 2004. Manual for the application of the European Fish Index – EFI. A fish-based method to assess the ecological status of European rivers in support of the Water Framework Directive. Version 1.1, January 2005

  • C. K. Feld (2004) ArticleTitleIdentification and measure of hydromorphological degradation in Central European lowland streams Hydrobiologia 516 69–90 Occurrence Handle1:CAS:528:DC%2BD2cXjvV2msLo%3D Occurrence Handle10.1023/B:HYDR.0000025259.01054.f2

    Article  CAS  Google Scholar 

  • Feld, C. K., 2005. Assessing hydromorphological degradation of sand-bottom lowland rivers in Central Europe using benthic macroinvertebrates. Dissertation, University of Duisburg-Essen, Essen, 127 pp+App

  • M. Furse D. Hering O. Moog P. Verdonschot R. K. Johnson K. Brabec K. Gritzalis A. Buffagni P. Pinto N. Friberg J. Murray-Bligh J. Kokes R. Alber P. Usseglio-Polatera P. Haase R. Sweeting B. Bis K. Szoszkiewicz H. Soszka G. Springe F. Sporka I. Krno (2006) ArticleTitleThe STAR project: context, objectives and approaches Hydrobiologia 566 3–29

    Google Scholar 

  • Henrikson, L. & M. Medin, 1986. Biologisk bedömning av försurningspåverkan på Lelångens tillflöden och grundområden 1986. Aquaekologerna, Rapport till länsstyrelsen i Älvsborgs län

  • D. Hering J. Böhmer C. Meier R. Biss C. Rawer-Jost C. K. Feld A. Zenker (2004a) ArticleTitleDevelopment of a multimetric invertebrate based assessment system for German rivers Limnologica 34 IssueID4 398–415

    Google Scholar 

  • D. Hering O. Moog L. Sandin P. F. M. Verdonschot (2004b) ArticleTitleOverview and application of the AQEM assessment system Hydrobiologia 516 1–20 Occurrence Handle10.1023/B:HYDR.0000025255.70009.a5

    Article  Google Scholar 

  • Hering, D., R. K. Johnson, S. Kramm, S. Schmutz, K. Szoszkiewicz & P. F. M. Verdonschot, submitted. Assessment of European rivers with diatoms, macrophytes, invertebrates and fish: A comparative metric-based analysis of organism response to stress.

  • A. S. Heiskanen W. Bund Particlevan de A. C. Cardoso P. Noges (2004) ArticleTitleTowards good ecological status of surface waters in Europe – interpretation and harmonisation of the concept Water Science and Technology 49 169–177 Occurrence Handle15195435 Occurrence Handle1:STN:280:DC%2BD2c3psFSjtQ%3D%3D

    PubMed  CAS  Google Scholar 

  • A. F. Holland (Eds) (1990) Near Coastal Program Plan for 1990–Estuaries U.S. Environmental Protection Agency, Environmental Research Laboratory, Office of Research and Development Washington, DC 259

    Google Scholar 

  • N. T. H. Holmes J. R. Newman S. Chadd K. J. Rouen L. Saint F. H. Dawson (1999) Mean Trophic Rank: A Users Manual. R&D Technical Report No. E38 Environment Agency Bristol, UK

    Google Scholar 

  • R. M. Hughes P. R. Kaufmann A. T. Herlihy T. M. Kincaid L. Reynolds D. P. Larsen (1998) ArticleTitleA process for developing and evaluating indices of fish assemblage integrity Canadian Journal of Fisheries and Aquatic Sciences 55 1618–1631 Occurrence Handle10.1139/cjfas-55-7-1618

    Article  Google Scholar 

  • R. M. Hughes T. Oberdorff (1999) Applications of IBI concepts and metrics to waters outside the United States T. P. Simon (Eds) Assessing the Sustainability and Biological Integrity of Water Resource Quality Using Fish Communities CRC Press Boca Raton, Florida 79–96

    Google Scholar 

  • R. K. Johnson D. Hering M. T. Furse R. T. Clarke (2006) ArticleTitleDetection of ecological change using multiple organism groups: metrics and uncertainty Hydrobiologia 566 115–137

    Google Scholar 

  • J. R. Karr (1981) ArticleTitleAssessment of biotic integrity using fish communities Fisheries 6 21–27 Occurrence Handle10.1577/1548-8446(1981)006<0021:AOBIUF>2.0.CO;2

    Article  Google Scholar 

  • J. R. Karr E. W. Chu (1999) Restoring Life in Running Waters: Better Biological Monitoring Island Press Washington, DC 200

    Google Scholar 

  • Karr, J. R. & B. L. Kerans, 1992. Components of biological integrity – Their definition and use in development of an invertebrate IBI, in Midwest Pollution Control Biologists Meeting, Chicago, Ill., 1991, Proceedings: U.S. Environmental Protection Agency, Region V, EPA-905/R-92-003, pp. 1–16

  • M. G. Kelly B. A. Whitton (1995) ArticleTitleThe Trophic Diatom Index: a new index for monitoring eutrophication in rivers Journal of Applied Phycology 7 433–444

    Google Scholar 

  • D. J. Klemm K. A. Blocksom F. A. Fulk A. T. Herlihy R. M. Hughes P. R. Kaufmann D. V. Peck J. L. Stoddard W. T. Thoeny M. B. Griffith W. S. Davis (2003) ArticleTitleDevelopment and evaluation of a macroinvertebrate biotic integrity index (MBII) for regionally assessing Mid-Atlantic Highlands streams Environmental Management 31 656–669 Occurrence Handle12719895 Occurrence Handle10.1007/s00267-002-2945-7

    Article  PubMed  Google Scholar 

  • A. Lorenz D. Hering C. Feld P. Rolauffs (2004) ArticleTitleA new method for assessing the impact of hydromorphological degradation on the macroinvertebrate fauna of five German stream types Hydrobiologia 516 107–127 Occurrence Handle10.1023/B:HYDR.0000025261.79761.b3

    Article  Google Scholar 

  • R. W. Merritt K. W. Cummins (1996) An Introduction to the Aquatic Insects of North America Dubuque Kendall/Hunt 862

    Google Scholar 

  • U. Mischke H. Behrendt (2005) Vorschlag zur Bewertung ausgewählter Fließgewässertypen anhand des Phytoplanktons C. K. Feld S. Rödiger M. Sommerhäuser G. Friedrich (Eds) Typologie, Bewertung, Management von Oberflächengewässern. E Schweizerbart’sche Verlagsbuchhandlung Stuttgart 46–62

    Google Scholar 

  • O. Moog (Eds) (1995) Fauna Aquatica Austriaca. Bundesministerium für Land- und Forstwirtschaft Wasserwirtschaftskataster Wien

    Google Scholar 

  • O. Moog A. Schmidt-Kloiber R. Vogl V. Koller-Kreimel (2001) ECOPROF-Software. Wasserwirtschaftskataster, Bundesministeriums für Land- & Forstwirtschaft Umwelt & Wasserwirtschaft Wien

    Google Scholar 

  • T. Ofenböck O. Moog J. Gerritsen M. T. Barbour (2004) ArticleTitleA stressor specific multimetric approach for monitoring running waters in Austria using benthic macro-invertebrates Hydrobiologia 516 253–270 Occurrence Handle10.1023/B:HYDR.0000025269.74061.f9

    Article  Google Scholar 

  • J. L. Plafkin M. T. Barbour K. D. Porter S. K. Gross R. M. Hughes (1989) Rapid Bioassessment Protocols for use in Streams and Rivers: Benthic Macroinvertebrates and Fish U.S. Environmental Protection Agency, Office of Water Regulations and Standards Washington, DC

    Google Scholar 

  • V. B. Resh D. M. Rosenberg T. B. Reynoldson (2000) Selection of benthic macroinvertebrate metrics for monitoring water quality of the Fraser River, British Columbia: implications for both multimetric approaches and multivariate models J. F. Wright D. W. Sutcliffe M. T. Furse (Eds) RIVPACS and Similar Techniques for Assessing the Biological Quality of Freshwaters Freshwater Biological Association and Environment Agency, UK Ableside, Cumbria, UK

    Google Scholar 

  • E. Rott P. Pfister H. Dam ParticleVan E. Pipp K. Pall N. Binder K. Ortler (1999) Indikationslisten für Aufwuchsalgen Bundesministerium für Land – und Forstwirtschaft Wien 248

    Google Scholar 

  • J. Schaumburg C. Schranz J. Foerster A. Gutowski G. Hofmann P. Meilinger S. Schneider U. Schmedtje (2004) ArticleTitleEcological classification of macrophytes and phytobenthos for rivers in Germany according to the Water Framework Directive Limnologica 34 283–301

    Google Scholar 

  • Schmedtje, U. & M. Colling, 1996. Ökologische Typisierung der aquatischen Makrofauna. Informationsberichte des Bayerischen Landesamtes für Wasserwirtschaft 4/96

  • A. Schmidt-Kloiber R. C. Nijboer (2004) ArticleTitleThe effect of taxonomic resolution on the assessment of ecological water quality classes Hydrobiologia 516 269–283 Occurrence Handle10.1023/B:HYDR.0000025270.10807.10

    Article  Google Scholar 

  • A. Schmidt-Kloiber W. Graf A. Lorenz O. Moog (2006) ArticleTitleThe AQEM/STAR taxalist – a pan-European macro-invertebrate ecological database and taxa inventory Hydrobiologia 566 325–342

    Google Scholar 

  • H. Schweder (1992) ArticleTitleNeue Indices für die Bewertung des ökologischen Zustandes von Fließgewässern, abgeleitet aus der Makroinvertebraten-Ernährungstypologie Limnologie Aktuell 3 353–377

    Google Scholar 

  • Tachet, H., P. Richoux, M. Bournaud & P. Usseglio-Polatera, 2002. Invertébrés d’eau douce: Systematique, Biologie, Ecologie. CNRS Editiona, p. 587

  • H. E. Vlek P. F. M. Verdonschot R. C. Nijboer (2004) ArticleTitleTowards a multimetric index for the assessment of Dutch streams using benthic macroinvertebrates Hydrobiologia 516 175–191 Occurrence Handle10.1023/B:HYDR.0000025265.36836.e1

    Article  Google Scholar 

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Hering, D., Feld, C.K., Moog, O. et al. Cook book for the development of a Multimetric Index for biological condition of aquatic ecosystems: Experiences from the European AQEM and STAR projects and related initiatives. Hydrobiologia 566, 311–324 (2006). https://doi.org/10.1007/s10750-006-0087-2

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