Skip to main content
Log in

Field and simulation analyses of visual methods for sampling coral cover

  • Report
  • Published:
Coral Reefs Aims and scope Submit manuscript

Abstract

The consensus view that coral reefs are declining urges the need to test the short-term effects of conservation. Visual sampling methods are a low cost, technically simple, and potentially highly accurate means of monitoring reef status or calibrating larger scale aerial and satellite surveys. We studied the recent literature and found that of the three most commonly used visual methods, the belt transect (BT) method was used twice as much as the line transect (LT) method and 2.5 times as often as the linear point intercept (LPI) method. We tested the repeatability, cost-efficiency, precision, and accuracy of these three methods in the field and in computer simulations. In the field, the observer repeatability was uniformly high among the three methods (R>0.9). Surprisingly, our study indicates that the least used method (LPI) was the most cost-effective means of measuring coral cover while being at least as precise and accurate as the other two methods. Our simulation study indicated that both the accuracy and precision of the three methods decrease sharply with decreasing coral cover, and that using between 5 and 10 transects over a homogeneous area is an appropriate sample size at either low or high coral cover.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Allard P (1993) Changes in coral community structure in Barbados: effects of eutrophication and reduced grazing pressure. MSc thesis, McGill University

  • Aronson R, Edmunds P, Precht W, Swansop D, Levitan D (1994) Large-scale, long-term monitoring of Caribbean coral reefs: simple, quick, inexpensive techniques. Atoll Res Bull 421:1–31

    Google Scholar 

  • Blanchon P, Jones B, Kalbfleisch W (1997) Anatomy of a fringing reef around Grand Cayman: storm rubble, not coral framework. J Sediment Res 67:1–16

    Article  Google Scholar 

  • Bouchan C (1981) Comparison of line transects and quadrats. In: Proceedings of the fourth international coral reef symposium, vol 2, p 375

  • Connell JH (1997) Disturbance and recovery of coral assemblages. Coral Reefs 16:S101–S113

    Article  Google Scholar 

  • Connell JH, Hughes TP, Wallace CC (1997) A 30-year study of coral abundance, recruitment, and disturbance at several scales in space and time. Ecol Monogr 67:461–488

    Article  Google Scholar 

  • Dodge RE, Logan A, Antonius A (1982) Quantitative reef assessment studies in Bermuda: a comparison of methods and preliminary results. Bull Mar Sci 32:745–760

    Google Scholar 

  • Done TJ (1992) Phase-shifts in coral reef communities and their ecological significance. Hydrobiologia 247:121–132

    Article  Google Scholar 

  • Downing JA (1991) Biological and physical heterogeneity in lakes. In: Kolasa J, Pickett S (eds) Ecological heterogeneity. Springer, Berlin Heidelberg New York, pp 160–180

    Google Scholar 

  • Edmunds PJ (2002) Long-term dynamics of coral reefs in St John, US Virgin Islands. Coral Reefs 21:357–367

    Google Scholar 

  • Edmunds PJ, Bruno JF (1996) The importance of sampling scale in ecology: kilometer-wide variation in coral reef communities. Mar Ecol Prog Ser 143:165–171

    Article  Google Scholar 

  • Edmunds PJ, Carpenter RC (2001) Recovery of Diadema antillarum reduces macroalgal cover and increases abundance of juvenile corals on a Caribbean reef. Proc Natl Acad Sci USA 98:5067–5071

    Article  PubMed  CAS  Google Scholar 

  • Edmunds PJ, Aronson RB, Swanson DW, Levitan DR, Precht WF (1998) Photographic versus visual census techniques for the quantification of juvenile corals. Bull Mar Sci 62:937–946

    Google Scholar 

  • Foster MS, Harrold C, Hardin DD (1991) Point vs photo quadrat estimates of the cover of sessile marine organisms. J Exp Mar Biol Ecol 146:193–203

    Article  Google Scholar 

  • Haggard EA (1958) Intraclass correlation and the analysis of variance. Dryden Press, New York

    Google Scholar 

  • Hochberg EJ, Atkinson MJ (2003) Capabilities of remote sensors to classify coral, algae, and sand as pure and mixed spectra. Remote Sens Environ 85:174–189

    Article  Google Scholar 

  • Hughes TP (1994) Catastrophes, phase-shifts, and large-scale degradation of a Caribbean coral reef. Science 265:1547–1551

    Article  PubMed  CAS  Google Scholar 

  • Hughes TP, Connell JH (1999) Multiple stressors on coral reefs: a long-term perspective. Limnol Oceanogr 44:932–940

    Google Scholar 

  • Hurlbert SH (1984) Pseudoreplication and the design of ecological experiments. Ecol Monogr 54:187–211

    Article  Google Scholar 

  • Kinzie RA, Snider RH (1978) A simulation study of coral reef survey methods. In: Stoddart DR, Johannes RE (eds) Coral reefs: research methods. UNESCO monograph on oceanographic methodology, pp 231–250

  • Knowlton N (2001) The future of coral reefs. Proc Natl Acad Sci USA 98:5419–5425

    Article  PubMed  CAS  Google Scholar 

  • Krebs CJ (1999) Ecological methodology. Addison-Wesley, Menlo Park

    Google Scholar 

  • Lewis JB (1960) The coral reefs and coral communities of Barbados, West Indies. Can J Zool 38:1133–1145

    Article  Google Scholar 

  • Lewis JB (2002) Evidence from aerial photography of structural loss of coral reefs at Barbados, West Indies. Coral Reefs 21:49–56

    Google Scholar 

  • Lewis JB (2004) Has random sampling been neglected in coral reef faunal surveys? Coral Reefs 23:192–194

    Article  Google Scholar 

  • Loya Y (1978) Plotless and transect methods. In: Stoddart D, Johannes RE (eds) Coral reefs: research methods. UNESCO monograph on oceanographic methodology, pp 197–217

  • Mah AJ, Stearn CW (1986) The effect of Hurricane Allen on the Bellairs fringing reef, Barbados. Coral Reefs 4:169–176

    Article  Google Scholar 

  • Mazel CH, Strand MP, Lesser P, Crosby MP, Coles B, Nevis AJ (2003) High-resolution determination of coral reef bottom cover from multispectral fluorescence laser line scan imagery. Limnol Oceanogr 48:522–534

    Article  Google Scholar 

  • McClanahan TR (2002) The near future of coral reefs. Environ Conserv 29:460–483

    Article  CAS  Google Scholar 

  • Meese RJ, Tomich PA (1992) Dots on the rocks: a comparison of percent cover estimation methods. J Exp Mar Biol Ecol 165:59–73

    Article  Google Scholar 

  • Miller I, Muller R (1999) Validity and reproducibility of benthic cover estimates made during broadscale surveys of coral reefs by manta tow. Coral Reefs 18:353–356

    Article  Google Scholar 

  • Mumby PJ, Green EP, Clark CD, Edwards AJ (1998) Digital analysis of multispectral airborne imagery of coral reefs. Coral Reefs 17:59–69

    Article  Google Scholar 

  • Ohlhorst SL, Liddell WD, Taylor RJ, Taylor JM (1988) Evaluation of reef census techniques. In: Proceedings of the sixth international coral reef symposium, vol 2, pp 319–324

  • Stearn CW, Scoffin TP, Martindale W (1977) Calcium carbonate budget of a fringing reef on the west coast of Barbados. Part 1. Zonation and productivity. Bull Mar Sci 27:479–510

    CAS  Google Scholar 

  • Thompson SK (2002) Sampling. Wiley, New York

    Google Scholar 

  • Tomascik T, Sander F (1987) Effects of eutrophication on reef-building corals. 2. Structure of scleractinian coral communities on fringing reefs, Barbados, West Indies. Mar Biol 94:53–75

    Article  Google Scholar 

  • Vogt H, Montebon ARF, Alcala MRL (1997) Underwater video sampling: an effective method for coral reef surveys? Proceedings of the eighth international coral reef symposium, vol 2, pp 1447–1452

  • Weinberg S (1981) A comparison of coral reef survey methods. Bijdr Dierkd 51:199–218

    Google Scholar 

  • Zar JH (1999) Biostatistical analysis. Prentice-Hall, New York

    Google Scholar 

Download references

Acknowledgements

We wish to thank Marianne Gilbert and Ingrid Morgan for their help in the collection of field data.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Marc-Olivier Nadon.

Additional information

Communicated by Ecological Editor P.F. Sale

Rights and permissions

Reprints and permissions

About this article

Cite this article

Nadon, MO., Stirling, G. Field and simulation analyses of visual methods for sampling coral cover. Coral Reefs 25, 177–185 (2006). https://doi.org/10.1007/s00338-005-0074-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00338-005-0074-5

Keywords

Navigation