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Remotely sensed habitat variables are poor surrogates for functional traits of rocky reef fish assemblages

Published online by Cambridge University Press:  05 August 2016

MELINDA A. COLEMAN Open the ORCID record for MELINDA A. COLEMAN [Opens in a new window] ,
TIM INGLETON ,
RUSSELL B. MILLAR ,
PETER L. DAVIES ,
ALAN JORDAN  and
BRENDAN P. KELAHER
MELINDA A. COLEMAN*
Affiliation:
Department of Primary Industries, NSW Fisheries, PO Box 4321, Coffs Harbour, NSW 2450, Australia National Marine Science Centre, Southern Cross University, 2 Bay Drive, Coffs Harbour, NSW 2450, Australia
TIM INGLETON
Affiliation:
NSW Office of Environment and Heritage, 59–61 Goulburn Street, Sydney, NSW 2001, Australia
RUSSELL B. MILLAR
Affiliation:
Department of Statistics, University of Auckland, 38 Princes Street, Auckland, 1010, New Zealand
PETER L. DAVIES
Affiliation:
NSW Office of Environment and Heritage, 59–61 Goulburn Street, Sydney, NSW 2001, Australia
ALAN JORDAN
Affiliation:
Department of Primary Industries, NSW Fisheries, PO Box 4321, Coffs Harbour, NSW 2450, Australia
BRENDAN P. KELAHER
Affiliation:
National Marine Science Centre, Southern Cross University, 2 Bay Drive, Coffs Harbour, NSW 2450, Australia
*
*Correspondence: Melinda A. Coleman Tel: 61 2 66483937 e-mail: melinda.coleman@gmail.com
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Summary

Conservation planning often relies on measures such as species richness and abundance to prioritize areas for protection. Nonetheless, alternative metrics such as functional traits have recently been shown to be useful complementary measures for detecting biological change. Timely conservation planning often precludes the collection of such detailed biological data relying instead on remotely-sensed habitat mapping as a surrogate for diversity. While there is evidence that habitat maps may predict taxonomic species richness and diversity in some coastal ecosystems, it is unknown whether similar strong relationships exist for functional traits and functional multimetrics. We compared the performance of physical habitat structural complexity obtained from high definition swath mapping in explaining variation in traditional taxonomic metrics as well as functional traits (e.g., maximum length, trophic level, gregariousness) and functional multimetrics (e.g., functional richness, dispersion) of fish assemblages. Reef complexity measures were good surrogates for fish species richness and abundance but not for functional traits or multimetrics, except functional richness at the scale of 1 m. Remotely sensed habitat maps may not be a good surrogate for predicting functional traits and multimetrics of fish assemblages, and must be used with caution when maximizing such aspects of assemblages is a priority for conservation planning.

Keywords

conservation planningfishmappingmarine protected areasreefreservesurrogate
Type
Papers
Information
Environmental Conservation , Volume 43 , Issue 4 , December 2016 , pp. 368 - 375
Copyright
Copyright © Foundation for Environmental Conservation 2016 

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References

Angel, A. & Ojeda, F.P. (2001) Structure and trophic organization of subtidal fish assemblages on the northern Chilean coast: the effect of habitat complexity. Marine Ecology Progress Series 217: 81–91.CrossRefGoogle Scholar
Bates, A.E., Barrett, N.S., Stuart-Smith, R.D., Holbrook, N.J., Thompson, P.A. & Edgar, G.J. (2014) Resilience and signatures of tropicalisation in reef fish communities. Nature Climate Change 4: 62–67.CrossRefGoogle Scholar
Bell, S.S., McCoy, E.D. & Mushinsky, H.R. (1991) Habitat structure: the physical arrangement of objects in space. London, UK: Chapman and Hall.CrossRefGoogle Scholar
Coleman, M.A. & Connell, S.D. (2001) Weak effects of epibiota on abundances of fishes associated with pier pilings in Sydney Harbour. Environmental Biology of Fishes 61: 231–239.CrossRefGoogle Scholar
Coleman, M.A., Bates, A.E., Stuart-Smith, R.D., Malcolm, H.A., Harasti, D., Jordan, A., Knott, N.A., Edgar, G.J. & Kelaher, B.P. (2015) Functional traits reveal early responses in marine reserves following protection from fishing. Diversity and Distributions 21: 876–887.CrossRefGoogle Scholar
Coleman, M.A., Palmer-Brodie, A. & Kelaher, B.P. (2013) Conservation benefits of a network of marine reserves and partially protected areas. Biological Conservation 167: 257–264.CrossRefGoogle Scholar
Dormann, C.F., Elith, J., Bacher, S., Buchmann, C., Carl, G., Carré, G., Marquéz, J.R.G., Gruber, B., Lafourcade, B. & Leitão, P.J. (2013) Collinearity: a review of methods to deal with it and a simulation study evaluating their performance. Ecography 36: 27–46.CrossRefGoogle Scholar
Friedlander, A.M. & Parrish, J. (1998) Habitat characteristics affecting fish assemblages on a Hawaiian coral reef. Journal of Experimental Marine Biology and Ecology 224: 1–30.CrossRefGoogle Scholar
Froese, R. & Pauly, D. (2014) FishBase [www document]. URL www.fishbase.org Google Scholar
Gray, C.A. & Otway, N.M. (1994) Spatial and temporal differences in assemblages of demersal fishes on the innner continental-shelf off Sydney, South-Eastern Australia. Australian Journal of Marine and Freshwater Research 45: 665–676.CrossRefGoogle Scholar
Guinan, J., Grehan, A.J., Dolan, M.F.J. & Brown, C. (2009) Quantifying relationships between video observations of cold-water coral cover and seafloor features in Rockall Trough, west of Ireland. Marine Ecology Progress Series 375: 125–138.CrossRefGoogle Scholar
Hewitt, J.E., Thrush, S.F. & Dayton, P.D. (2008) Habitat variation, species diversity and ecological functioning in a marine system. Journal of Experimental Marine Ecology and Biology 366: 116–122.CrossRefGoogle Scholar
Huang, Z., McArthur, M., Przeslawski, R., Siwabessy, P.J.W., Nichol, S., Anderson, T. & Brooke, B. (2014) Predicting mapping of soft bottom benthic biodiversity using a surrogacy approach. Marine and Freshwater Research 65: 409–424.CrossRefGoogle Scholar
Kelaher, B.P. (2010) Sydney desalination project, Marine & Estuarine Monitoring Program: reef habitat assessment for pre-commissioning sampling from 2007–2009. pp. 79. NSW, Australia: Sydney Water.Google Scholar
Kelaher, B.P., Coleman, M.A., Broad, A., Rees, M.J. & Davis, A.R. (2014) Changes in fish assemblages following the establishment of a network of no-take and partially-protected marine protected areas. PloS ONE 9: e85825.CrossRefGoogle Scholar
Kelaher, B.P., Tan, M., Figueira, W.F., Gillanders, B.M., Connell, S.D., Goldsworthy, S.D., Hardy, N. & Coleman, M.A. (2015) Fur seal activity moderates the effects of an Australian marine sanctuary on temperate reef fish. Biological Conservation 182: 205–214.CrossRefGoogle Scholar
Laliberté, E. & Shipley, B. (2011) FD: measuring functional diversity from multiple traits, and other tools for functional ecology. R package version 1.0-11 [www document]. URL https://cran.r-project.org/web/packages/FD/ Google Scholar
Mouillot, D., Graham, N.A.J., Villeger, S., Mason, N.W.H. & Bellwood, D.R. (2013) A functional approach reveals community responses to disturbances. Trends in Ecology and Evolution 28: 167–177.CrossRefGoogle ScholarPubMed
Nakagawa, S. & Schielzeth, H. (2013) A general and simple method for obtaining R2 from generalized linear mixed-effects models. Methods in Ecology and Evolution 4: 133–142.CrossRefGoogle Scholar
NSW Marine Parks Authority (2001) Developing a representative system of marine protected areas in NSW, an overview. pp. 36. [www document] URL http://www.mpa.nsw.gov.au/pdf/developing-representative-mpa.pdf Google Scholar
Palardy, J.E. & Witman, J.D. (2014) Flow, recruitment limitation and the maintenance of diversity in marine benthic communities. Ecology 95: 286–297.CrossRefGoogle ScholarPubMed
Parsons, E.M.C., Favaro, B., Aguirre, A.A., Baur, A.L., Blight, L.K., Cigliano, J.A., Coleman, M.A., Cote, I.M., Drameim, M., Fletcher, S., Foley, M.M., Jefferson, R., Jones, M.C., Kelaher, B.P., Lundquist, C.J., McCarthy, J., Nelson, A., Patterson, K., Walsh, L., Wright, A.J. & Sutherland, W.J. (2014) 71 Important questions for the conservation of marine biodiversity. Conservation Biology 28: 1206–1214.CrossRefGoogle ScholarPubMed
Pauly, D., Palomares, M.L., Froese, R., Sa-a, P., Vakily, M., Preikshot, D. & Wallace, S. (2001) Fishing down Canadian aquatic food webs. Canadian Journal of Fisheries and Aquatic Sciences 58: 51–62.CrossRefGoogle Scholar
Pittman, S.J. & Brown, K.A. (2011) Multi-scale approach for predicting fish species distributions across coral reef seascapes. PLoS ONE 6: e20583.CrossRefGoogle ScholarPubMed
Pittman, S.J., Costa, B.M. & Battista, T.A. (2009) Using lidar bathymetry and boosted regression trees to predict the diversity and abundance of fish and corals. Journal of Coastal Research 25: 27–38.CrossRefGoogle Scholar
Pressey, R.L., Cabeza, M., Watts, M.E., Cowling, R.M. & Wilson, K.A. (2007) Conservation planning in a changing world. Trends in Ecology and Evolution 22: 583–592.CrossRefGoogle Scholar
Rattray, A., Ierodiaconou, D., Laurenson, L., Burq, S. & Reston, M. (2009) Hydro-acoustic remote sensing of benthic biological communities on the shallow South East Australian continental shelf. Estuarine, Coastal and Shelf Science 84: 237–245.CrossRefGoogle Scholar
Rees, M.J., Jordan, A., Price, O.F., Coleman, M.A. & Davis, A.R. (2013) Habitat complexity as a surrogate for temperate rocky reef biodiversity: implications for marine protected areas. Diversity and Distributions 20: 284–296.CrossRefGoogle Scholar
Sarkar, S., Justus, J., Fuller, T., Kelley, C., Garson, J. & Mayfield, M. (2005) Effectiveness of environmental surrogates for the selection of conservation area networks. Conservation Biology 19: 815–825.CrossRefGoogle Scholar
Schlacher, T.A., Schlacher-Hoenlinger, M.A., Williams, A., Althaus, F., Hooper, J.N.A. & Kloser, R. (2007) Richness and distribution of sponge megabenthos in continental margin canyons off southeastern Australia. Marine Ecology Progress Series 340: 73–88.CrossRefGoogle Scholar
Stuart-Smith, R.D., Bates, A.E., Lefcheck, J.S., Duffy, J.E., Baker, S.C., Thomson, R.J., Stuart-Smith, J.F., Hill, N.A., Kininmonth, S.J., Airoldi, L., Becerro, M.A., Campbell, S.J., Dawson, T.P., Navarrete, S.A., Soler, G.A., Strain, E.M.A., Willis, T.J. & Edgar, G.J. (2013) Integrating abundance and functional traits reveals new global hotspots of fish diversity. Nature 501: 539–542.CrossRefGoogle ScholarPubMed
Toohey, B. (2007) The relationship between physical variables on topographically simple and complex reefs and algal assemblage structure beneath an Ecklonia radiata canopy. Estuarine, Coastal and Shelf Science 71: 232–240.CrossRefGoogle Scholar
Willis, T.J. & Anderson, M.J. (2003) Structure of cryptic reef fish assemblages: relationships with habitat characteristics and predator density. Marine Ecology Progress Series 257: 209–221.CrossRefGoogle Scholar
Worm, B., Barbier, E.B., Beaumont, N., Duffy, J.E., Folke, C., Halpern, B.S., Jackson, J.B., Lotze, H.K., Micheli, F. & Palumbi, S.R., Sala, E., Selkoe, K.A., Stachowicz, J.J. & Watson, R. (2006) Impacts of biodiversity loss on ocean ecosystem services. Science 314: 787–790.CrossRefGoogle ScholarPubMed
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