Abstract
Restoration of degraded habitat is an increasingly important toll for management. Unfortunately, much of the emphasis has been on restoring large structural elements of habitat (e.g. planting vegetation,removing weeds), with little consideration about how well these activities restore ecologically functioning habitat. There has been considerable research in recent years into improving sampling designs and analytical techniques to measure the effects of environmental impacts taking into account the large spatial and temporal variability that occurs naturally in undisturbed habitats. In a similar manner to detection of impacts, restoration needs to be measured as an interaction between spatial and temporal components of variation against a variable background. Very few studies of restoration have explicitly addressed how best to do this. Neither have they attempted to assess the usefulness of some of these new techniques for measuring restoration. This review discusses some of the problems that need to be considered when measuring restoration and the potential value of some of these new methodologies.
Similar content being viewed by others
References
Adam, P., 1995. Reversing the trend. Wetlands (Australia) 14: 1–5.
Addison, R.F. & K.R. Clarke (eds), 1990. Biological effects on pollutants in a subtropical environment. J. Exp. Mar. Biol. Ecol. 138: 1–166.
Anderson, P., 1995. Ecological restoration and creation: a review. Biol. J. Linn. Soc. 56: 187–211.
Bayne, B.L., K.R. Clarke & J.S. Gray (eds), 1988. Biological effects of pollutants. Results of a practical workshop. Mar. Ecol. Progr. Ser. 46: 1–278.
Bender, E.A., T.J. Case & M.E. Gilpin, 1984. Perturbation experiments in community ecology. Ecology 65: 1–13.
Bernstein, B.B. & J. Zalinski, 1983. An optimal sampling design and power tests for environmental biologists. Environ. Manage. 16: 335–343.
Botkin, D.B., 1990. Discordant Harmonies: A New Ecology for the Twenty-first Century. Oxford University Press, Oxford.
Bradshaw, A.D., 1987. Restoration: an acid test for ecology. In: W.J. Jordon, M.E. Gilpin & J.D. Aber (eds), Restoration Ecology: A Synthetic Approach to Ecological Research. Cambridge University Press, Cambridge: 23–29.
Bray, J.R. & J.T. Curtis, 1957. An ordination of the upland forest communities of Southern Wisconsin. Ecol. Monogr. 27: 325–349.
Brinson, M.M. & R. Rheinhardt, 1996. The role of reference wetlands in functional assessment and mitigation. Ecol. Appl. 6: 69–76.
Cairns, J. Jr., 1990. Lack of theoretical basis for predicting rate and pathways of recovery. Environ. Manage. 14: 517–526.
Chapman, M.G., 1998. Relationships between spatial patterns of benthic assemblages in a mangrove forest using different levels of taxonomic resolution. Mar. Ecol. Progr. Ser. 162: 71–78.
Chapman, M.G. & A.J. Underwood, 1997. Concepts and issues in restoration of mangrove forests in urban environments. In: N. Klomp & I. Lunt (eds), Frontiers in Ecology: Building the Links. Elsevier Science, Oxford: 103–114.
Chapman, M.G. & A.J. Underwood, 1999. The need for a practical scientific protocol to measure successful restoration. Wetlands (Australia) (in review).
Chapman, M.G., A.J. Underwood & G.A. Skilleter, 1995. Variability at different spatial scales between a subtidal assemblage exposed to the discharge of sewage and two control assemblages. J. Exp. Mar. Biol. Ecol. 189: 103–122.
Clarke, K.R., 1993. Non-parametric multivariate analyses of changes in community structure. Aust. J. Ecol. 18: 117–143.
Clarke, K.R. & M. Ainsworth, 1993. A method of linking multivariate community structure to environmental variables. Mar. Ecol. Progr. Ser. 92: 205–219.
Clarke, K.R. & R.H. Green, 1988. Statistical design & analysis for a ‘biological effects’ study. Mar. Ecol. Progr. Ser. 46: 213–226.
Clarke, K.R. & R.M. Warwick, 1998. Quantifying structural redundancy in ecological communities. Oecologia (Berl.) 113: 278–289.
Connell, J.H., 1978. Diversity in tropical rainforests and coral reefs. Science 199: 1302–1310.
Dawson-Shepherd, A., R.M. Warwick, K.R. Clarke & B.E. Brown, 1992. An analysis of fish community responses to coral mining in the Maldives. Environ. Biol. Fish. 33: 367–380.
Den Boer, P.J., 1968. Spreading of risk and stabilization of animal numbers. Acta Biotheor. 18: 165–194.
Detenbeck, N.E., P.W. DeVore, J.G. Niemi & A. Lima, 1992. Recovery of temperate-stream fish communities from disturbance: a review of case studies and synthesis of theory. Environ. Manage. 16: 33–53.
Edwards, C.J., B.L. Griswold, R.A. Tubb, E.C. Weber & L.C. Woods, 1984. Mitigating effects of artificial riffles and pools on the fauna of a channelized warmwater stream. N. Amer. J. Fish. Manage. 4: 194–203.
Ferrell, D.J., S.E. McNeill, D.G. Worthington & J.D. Bell, 1993. Temporal and spatial variation in the abundance of fish associated with the seagrass Posidonia australisin south-eastern Australia. Aust. J. mar. Freshwater Res. 44: 881–899.
Galatowitsch, S.M. & A.G. van der Valk, 1996. Characteristics of recently restored wetlands in the prairie pothole region. Wetlands 16: 75–83.
Galatowitsch, S.M., D.C. Whited & J.R. Tester, 1999. Development of community metrics to evaluate recovery in Minnesota wetlands. J. Aquat. Ecosyst. Stress and Recovery 6: 217–234.
Gillanders, B.M., 1997. Patterns of abundance and size structure in the blue groper, Achoerodus viridis(Pisces, Labridae): evidence of links between estuaries and coastal reefs. Env. Biol. Fish. 49: 153–173.
Glasby, T.M. & A.J. Underwood, 1996. Sampling to differentiate between pulse and press perturbations. Environ. Monitor. Assess. 42: 241–252.
Glasby, T.M. & A.J. Underwood, 1998. Determining positions for control locations in environmental studies of estuarine marinas. Mar. Ecol. Progr. Ser. 171: 1–14.
Gray, J.S., M. Aschan, M.R. Carr, K.R. Clarke, R.H. Green, T.H. Pearson, R. Rosenberg & R.M. Warwick, 1988. Analysis of community attributes of the benthic macrofauna of Frierfjord/Langesundfjord and in a mesocosm experiment. Mar. Ecol. Progr. Ser. 46: 151–165.
Grayson, J.E., M.G. Chapman & A.J. Underwood, 1998. The assessment of restoration of habitat in urban wetlands. Landsc. Urb. Plan. 43: 227–236.
Green, R.H., 1979. Sampling Design and Statistical Methods for Environmental Biologists. Wiley, New York.
Hobbs, R.J. & D.A. Norton, 1996. Towards a conceptual framework for restoration ecology. Restor. Ecol. 4: 93–110.
Hurlbert, S.H., 1984. Pseudoreplication and the design of ecological field experiments. Ecol. Monogr. 54: 187–211.
Jenkins, G.P., M.J. Keough & P.A. Hamer, 1998. The contributions of habitat structure and larval supply to broad-scale recruitment variability in a temperate zone, seagrass-associated fish. J. Exp. Mar. Biol. Ecol. 226: 259–278.
Kane, G.S., 1994. Restoration or preservation? Reflections on a clash of environmental philosophies. In: A.D. Baldwin Jr., J. de Luce & C. Pletsch (eds), Beyond Preservation: Restoring & Inventing Landscapes. University of Minnesota Press, Minneapolis: 69–84.
Karr, J.R., K.D. Fausch, P.L. Angermeier, P.R. Yant & I.J. Schlosser, 1986. Assessing Biological Integrity in Running Waters: A Method & its Rationale. Illinois Natural History Survey, Illinois.
Kentula, M.E., R.P. Brooks, S.E. Gwin, C.C. Holland, A.D. Sherman & J.C. Sifneos, 1992. An Approach to Improving Decision Making in Wetland Restoration and Creation. Environmental Research Laboratory, Corvallis, Oregon.
Langis, R., M. Zalejko & J.B. Zedler, 1991. Nitrogen assessments in a constructed and a natural saltmarsh of San Diego Bay. Ecol. Appl. 1: 40–51.
Lawton, J.H., 1996. Patterns in ecology. Oikos 75: 145–147.
Legendre, P. & M.J. Anderson, 1999. Distance-based redundancy analysis: testing multi-species responses in multi-factorial ecological experiments. Ecol. Monogr. 69: 1–24.
McDonald, L.L. & W.P. Erickson, 1994. Testing for bio-equivalence in field studies: has a disturbed site been adequately reclaimed? In: D.J. Fletcher & B.F. Manly (eds), Statistics and Environmental Monitoring. University of Otago Press, Dunedin: 183–197.
Mitsch, W.J. & R.F. Wilson, 1996. Improving the success of wetland creation and restoration with know-how, time, and self-design. Ecol. Appl. 6: 77–83.
Morrisey, D.J., L. Howitt, A.J. Underwood & J.S. Stark, 1992a. Spatial variation in soft-sediment benthos. Mar. Ecol. Progr. Ser. 81: 197–204.
Morrisey, D.J., A.J. Underwood, L. Howitt & J.S. Stark, 1992b. Temporal variation in soft-sediment benthos. J. Exp. Mar. Biol. Ecol. 164: 233–245.
Moy, L.D. & L.A. Levin, 1991. Are Spartinamarshes a replaceable resource? A functional approach to evaluation of marsh creation efforts. Estuaries 14: 1–16.
Naeem, S., 1998. Species redundancy and ecosystem reliability. Conserv. Biol. 12: 39–45.
Niemi, G.J., P. DeVore, N. Detenbeck, D. Taylor, A. Lima, J. Pastor, J.D. Yount & R.J. Naiman, 1990. Overview of case studies on recovery of aquatic systems from disturbance. Environ. Manage. 14: 571–587.
Oliver, I. & A.J. Beattie, 1996. Designing a cost-effective invertebrate survey: a test of methods for rapid assessment of biodiversity. Ecol. Appl. 6: 594–607.
Olsgard, F., P.J. Somerfield & M.R. Carr, 1997. Relationships between taxonomic resolution and data transformations in analyses of a macrobenthic community along an established pollution gradient. Mar. Ecol. Progr. Ser. 149: 173–181.
Osgood, D.T. & J.C. Zieman, 1993. Factors controlling aboveground Spartina alterniflora(smooth cordgrass) tissue element composition and production in different age barrier island marshes. Estuaries 16: 815–826.
Otway, N.M., 1995. Assessing impacts of deepwater sewage disposal: a case study from New South Wales, Australia. Mar. Pollut. Bull. 31: 347–354.
Pickett, S.T.A. & P.S. White, 1985. The Ecology of Natural Disturbance and Patch Dynamics. Academic Press, Orlando.
Piehler, M.F., C.A. Currin, R. Cassanova & H.W. Paerl, 1998. Development & N-2-fixing activity of the benthic microbial community in transplanted Spartina alternifloramarshes in North Carolina. Restor. Ecol. 6: 290–296.
Race, M.S., 1985. Critique of present wetlands mitigation policies in the United States based on an analysis of past restoration projects in San Francisco Bay. Environ. Manage. 9: 71–82.
Race, M.S. & M.S. Fonesca, 1996. Fixing compensatory mitigation: what will it take? Ecol. Appl. 6: 94–101.
Resh, V.H., A.V. Brown, A.P. Covich, M.E. Gurtz, H.W. Li, G.W. Minshall, S.R. Reice, A.L. Sheldon, J.B. Wallace & R.C. Wissmar, 1988. The role of disturbance in stream ecology. J. N. Amer. Benthol. Soc. 7: 433–455.
Roberts, D.E., A. Smith, P. Ajani & A.R. Davis, 1998. Rapid changes in encrusting marine assemblages exposed to anthropogenic point-source pollution: a ‘Beyond-BACI’ approach. Mar. Ecol. Progr. Ser. 163: 213–224.
Roughgarden, J., S. Gaines & H. Possingham, 1988. Recruitment dynamics in complex life cycles. Science 214: 1460–1466.
Seneca, E.D., S.W. Broome, W.W. Woodhouse & L.M. Cammen, 1976. Establishing Spartina alternifloramarsh in North Carolina. Environ. Conserv. 3: 185–188.
Simenstad, C.A. & R.M. Thom, 1996. Functional equivalency trajectories of the restored Gog-Le-Hi-Te estuarine wetland. Ecol. Appl. 6: 38–56.
Smith, S.D.A. & R.D. Simpson, 1993. Effects of pollution on holdfast macrofauna of the kelp Ecklonia radiata: discrimination at different taxonomic levels. Mar. Ecol. Progr. Ser. 96: 199–208.
Somerfield, P.J. & K.R. Clarke, 1995. Taxonomic levels, in marine community studies, revisited. Mar. Ecol. Progr. Ser. 127: 113–119.
Somerfield, P.J., F. Olsgard & M.R. Carr, 1997. A further examination of two new taxonomic distinctness measures. Mar. Ecol. Progr. Ser. 154: 303–306.
Sousa, W.P., 1984. Intertidal mosaics: patch size, propagule availability, and spatially variable patterns of succession. Ecology 65: 1918–1935.
Stebbing, A.R.D., V. Dethlefson & M. Carr (eds), 1992. Biological effects of contaminants in the North Sea: results of the ICES/IOC Bremerhaven workshop. Mar. Ecol. Progr. Ser. 91: 1–361.
Stewart-Oaten, A., W.M. Murdoch & K.R. Parker, 1986. Environmental impact assessment: ‘pseudoreplication’ in time. Ecology 67: 929–940.
Thompson, S.P., H.W. Paerl & C.G. Malia, 1995. Seasonal patterns of nitrification and denitrification in a natural & a restored salt marsh. Estuaries 18: 399–408.
Thrush, S.F., R.D. Pridmore & J.E. Hewitt, 1994. Impacts on softsediment macrofauna: the effects of spatial variation on temporal trends. Ecol. Appl. 41: 31–41.
Tilman, D., 1996. Biodiversity: population versus ecosystem stability. Ecology 77: 350–363.
Underwood, A.J., 1981. Techniques of analysis of variance in experimental marine biology and ecology. Ann. Rev. Oceanogr. Mar. Biol. 19: 513–603.
Underwood, A.J., 1991. Beyond BACI: experimental designs for detecting human environmental impacts on temporal variations in natural populations. Aust. J. Mar. Freshwat. Res. 42: 569–587.
Underwood, A.J., 1992. Beyond BACI: the detection of environmental impacts on populations in the real, but variable, world. J. Exp. Mar. Biol. Ecol. 161: 145–178.
Underwood, A.J., 1993. The mechanics of spatially replicated sampling programmes to detect environmental impacts in a variable world. Aust. J. Ecol. 18: 99–116.
Underwood, A.J., 1994a. On beyond BACI: sampling designs that might reliably detect environmental disturbances. Ecol. Appl. 4: 3–15.
Underwood, A.J., 1994b. Spatial & temporal problems with monitoring. In: P. Calow & G.E. Petts (eds), The Rivers Handbook. Volume 2. Blackwell Scientific Publications: 101–123.
Underwood, A.J., 1996. Detection, interpretation, prediction and management of environmental disturbances: some roles for experimental marine ecology. J. Exp. Mar. Biol. Ecol. 200: 1–27.
Underwood, A.J., 1997. Experiments in Ecology: Their Logical Design and Interpretation Using Analysis of Variance. Cambridge University Press, Cambridge.
Underwood, A.J. & M.G. Chapman, 1996a. Scales of spatial patterns of distribution of intertidal invertebrates. Oecologia (Berl.) 107: 212–224.
Underwood, A.J. & M.G. Chapman, 1996b. Subtidal assemblages on rocky reefs at a cliff-face sewage outfall (North Head, Sydney, Australia): what happened when the outfall was turned off? Mar. Pollut. Bull. 33: 293–302.
Underwood, A.J. & M.G. Chapman, 1998. A method for analysing spatial scales in variation in composition of assemblages. Oecologia (Berl.) 117: 570–578.
Underwood, A.J. & M.G. Chapman, 1999. Conservation of coastal organisms depends on scientific realism, not community ‘monitoring’. Australian Zoologist (in press).
Underwood, A.J., E.J. Denley & M.J. Moran, 1983. Experimental analyses of the structure and dynamics of the midshore intertidal communities in New South Wales. Oecologia (Berl.) 56: 202–219.
Underwood, A.J. & P.G. Fairweather, 1989. Supply-side ecology and benthic marine assemblages. TREE 4: 16–20.
Vivian Smith, G., 1997. Microtopographic heterogeneity and floristic diversity in experimental wetland communities. J. Ecol. 85: 71–82.
Warwick, R.M., 1986. A new method for detecting pollution effects on marine macrobenthic communities. Mar. Biol. 92: 557–562.
Warwick, R.M., 1988. Analysis of community attributes of the macrobenthos of Frierfjord/Langesundsfjord at taxonomic levels higher than species. Mar. Ecol. Progr. Ser. 46: 167–170.
Warwick, R.M., M.R. Carr, K.R. Clarke, J.M. Gee & R.H. Green, 1988. A mesocosm experiment on the effects of hydrocarbon and copper pollution on a sublittoral soft-sediment meiobenthic community. Mar. Ecol. Progr. Ser. 46: 181–191.
Warwick, R.M. & K.R. Clarke, 1993. Increased variability as a symptom of stress in marine communities. J. Exp. Mar. Biol. Ecol. 172: 215–226.
Warwick, R.M. & K.R. Clarke, 1994. Relearning the ABC: taxonomic changes and abundance/biomass relationships in disturbed benthic communities. Mar. Biol. 118: 739–744.
Warwick, R.M. & K.R. Clarke, 1995. New ‘biodiversity’ measures reveal a decrease in taxonomic distinctness with increasing stress. Mar. Ecol. Progr. Ser. 129: 301–305.
Warwick, R.M., K.R. Clarke & Suharsono, 1990. A statistical analysis of coral community responses to the 1982–1983 El Niño in the Thousand Islands, Indonesia. Coral Reefs 8: 171–179.
Zedler, J.B., 1996a. Ecological issues in wetland mitigation: an introduction to the forum. Ecol. Appl. 6: 33–37.
Zedler, J.B., 1996b. Coastal mitigation in southern California: the need for a regional restoration strategy. Ecol. Appl. 6: 84–93.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Chapman, M. Improving sampling designs for measuring restoration in aquatic habitats. Journal of Aquatic Ecosystem Stress and Recovery 6, 235–251 (1998). https://doi.org/10.1023/A:1009987403481
Issue Date:
DOI: https://doi.org/10.1023/A:1009987403481