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Practical Resilience Index for Coral Reef Assessment

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Abstract

Assessing coral reef resilience is an increasingly important component of coral reef management. Existing coral reef resilience assessments are not practical, especially for developing countries. South-east Asian countries have been using line-intercept-transect (LIT) in coral reef monitoring for a long time. The present study proposes an index for assessing coral reef resilience based on data collected from the LIT method. The resilience index formula was modified from an existing resilience index for soil communities developed by Orwin and Wardle. We used an ideal resilient coral reef community as a reference point for the index. The ideal coral reef was defined from data collected from 1992 to 2009. Six variables were statistically selected for the resilience indicators: coral functional group (CFG), coral habitat quality (CHQ), sand-silt cover (SSC), coral cover (COC), coral small-size number (CSN), and algae-other-fauna (AOF) cover. Maximum values of five variables were determined as the best state, while the maximum value of CSN was determined from 1240 data-sets of Indonesian reefs. The resilience index performed well in relation to changes in COC, AOF, and SSC variables. Managers can use this tool to compare coral reef resilience levels among locations and times. This index would be applicable for global coral reef resilience assessment.

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References

  • Babcock R, Davies P (1991) Effects of sedimentation on settlement of Acropora millepora. Coral Reefs 9:205–208

    Article  Google Scholar 

  • Bachtiar I (2002) Promoting recruitment of scieractinian corals using artificial substrate in the Gill Indah, Lombok Barat, Indonesia. In: Moosa MK, Soemodihardjo S, Soegiarto A, Romimohtarto K, Nontji A, Soekarno, Suharsono (eds) Proceedings 9th International Coral Reefs Symposium, Bali, 23–27 Oct 2000, pp 425–430

    Google Scholar 

  • Bachtiar I, Prayogo W (2010) Coral recruitment on reef ball modules at the Benete Bay, Sumbawa island, Indonesia. J Coast Dev 13:119–125

    Google Scholar 

  • Bahartan K, Zibdah M, Ahmed Y, Israel A, Bricker I, Abelson A (2010) Macroalgae in the coral reefs of Eilat (Gulf of Aqaba, Red Sea) as a possible indicator of reef degradation. Mar Pollut Bull 60:759–764

    Article  Google Scholar 

  • Bellwood DR, Hughes TP, Folke C, Nyström M (2004) Confronting the coral reef crisis. Nature 429:827–833

    Article  Google Scholar 

  • Bellwood DR, Hughes TP, Hoey AS (2006) Sleeping fractional group drives reef recovery. Curr Biol 16:2434–2439

    Article  Google Scholar 

  • Brown B, Suharsono (1990) Damage and recovery of coral reefs affected by El Nino related seawater warming in the Thousand Islands, Indonesia. Coral Reefs 8:163–170

    Article  Google Scholar 

  • Carpenter RC (1990) Mass mortality of Diadema antillarum: II. effects on population densities and grazing intensity of parrotfishes and surgeonfishes. Mar Biol 104:79–86

    Article  Google Scholar 

  • Carpenter C, Walker B, Anderies JM, Abel N (2001) From metaphor to measurement: resilience of what to what? Ecosystems 4:765–781

    Article  Google Scholar 

  • Cheal AJ, McNeil MA, Cripps E, Emslie MJ, Jonker M, Schaffelke B, Sweatman H (2010) Coral-macroalgal phase shifts or reef resilience: links with diversity and functional roles of herbivorous fishes on the Great Barrier Reef. Coral Reefs 29:1005–1015

    Article  Google Scholar 

  • Clarke KR, Somerfield PJ, Gorley RN (2008) Testing of null hypotheses in exploratory community analyses: similarity profiles and biota-environment linkage. J Exp Mar Biol Ecol 366:56–69

    Article  Google Scholar 

  • Cumming GS, Morrison TH, Hughes TP (2016) New directions for understanding the spatial resilience of social–ecological systems. Ecosystems 20(4):649–664

    Article  Google Scholar 

  • Cruz ICS, Meira VH, de Kikuchi RKP, Creed JC (2016) The role of competition in the phase shift to dominance of the zoanthid Palythoa cf. variabilis on coral reefs. Mar Environ Res 115:28–35

    Article  Google Scholar 

  • Done TJ (1982) Patterns in the distribution of coral communities across the Central Great Barrier Reef. Coral Reefs 1:95–107

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Done TJ, Dayton PK, Dayton AE, Steger R (1991) Regional and local variability in recovery of shallow coral communities: Moorea, French Polynesia and central Great Barrier Reef. Coral Reefs 9:183–192

    Article  Google Scholar 

  • English S, Wilkinson C, Baker V (1994) Survey manual for tropical marine resources. Australian Institute of Marine Sciences, Townsville, 368 p

    Google Scholar 

  • Erdinger EN, Risk MJ (2000) Reef classification by coral morphology predicts coral reef conservation value. Biol Conserv 92:1–13

    Article  Google Scholar 

  • Fox HE, Pet JS, Dahuri R, Caldwell RL (2003) Recovery in rubble fields: long-term impacts of blast fishing. Mar Pollut Bull 46:1024–1031

    Article  Google Scholar 

  • Fox RJ, Bellwood DR (2008) Remote video bioassays reveal the potential feeding impact of the rabbitfish Siganus canaliculatus (f: Siganidae) on an inner-shelf reef of the Great Barrier Reef. Coral Reefs 27:605–615

    Article  Google Scholar 

  • Gilmour JP, Smith LD, Heyward AJ, Baird AH, Pratchett MS (2013) Recovery of an isolated coral reef system following severe disturbance. Science 340:69–71

    Article  Google Scholar 

  • Golbuu Y, Victor S, Penland L, Idip Jr D, Emaurois C, Okaji K, Yukihira H, Iwase A, van Woesik R (2007) Palau’s coral reefs show differential habitat recovery following the 1998-bleaching event. Coral Reefs 26:319–332

    Article  Google Scholar 

  • Graham NAJ, Jennings S, MacNeil A, Mouillot D, Wilson SK (2015) Predicting climate-driven regime shifts versus rebound potential in coral reefs. Nature 518:94–97

    Article  Google Scholar 

  • Guest JR, Low J, Tun K, Wilson B, Ng C, Raingeard D, Ulstrup KE, Tanzil JTI, Todd PA, Toh PA, McDaugald D, Chou LM, Steinberg PD (2016) Coral community response to bleaching on a highly disturbed reef. Sci Rep-UK 15(6):385. doi:10.1038/srep20717

    Google Scholar 

  • Hodgson G (1990) Sediment and the settlement of larvae of the reef coral Pocillopora damicornis. Coral Reefs 9:41–43

    Article  Google Scholar 

  • Hoegh-Guldberg O, Mumby PJ, Hooten AJ, Steneck RS, Greenfield P, Gomez E, Harvell CD, Sale PF, Edwards AJ, Caldeira K, Knowlton N, Eakin CM, Iglesias-Prieto R, Muthiga N, Bradbury RH, Dubi A, Hatziolos ME (2007) Coral reefs under rapid climate change and ocean acidification. Science 318:1737–1742

    Article  Google Scholar 

  • Hoey AS, Bellwood DR (2008) Cross-shelf variation in the role of parrot fishes on the Great Barrier Reef. Coral Reefs 27:37–47

    Article  Google Scholar 

  • Holling CS (1973) Resilience and stability of ecological systems. Annu Rev Ecol Syst 4:1–23

    Article  Google Scholar 

  • Hughes TP (1994) Catastrophes, phase shifts and large-scale degradation of Caribbean coral reef. Science 65:1547–1551

    Article  Google Scholar 

  • Hughes TP, Rodrigues MJ, Bellwood DR, Ceccarelli D, Hoegh- Guldberg O, McCook L, Moltschaniwsky N, Pratchett MS, Steneck RS, Willis B (2007) Phase shifts, herbivory, and the resilience of coral reefs to climate change. Curr Biol 17:1–6

    Article  Google Scholar 

  • Jackson JBC (1997) Reefs since Columbus. Coral Reefs 16(Suppl): S23–S32

    Article  Google Scholar 

  • Jackson JBC, Kirby MX, Berger WH, Bjomdal KA, Botsford LW, Bourque BJ, Bradbury RH, Cooke R, Erlandson J, Estes JA, Hughes TP, Kidwell S, Lange CB, Lenihan HS, Pandolfi JM, Peterson CH, Stenneck RS, Tegner MJ, Warner RR (2001) Historical overfishing and the recent collapse of coastal ecosystems. Science 293:629–637

    Article  Google Scholar 

  • Kleypas JA, Buddemeier RW, Archer D, Gattuso J-P, Langdon C, Opdyke BN (1999) Geochemical consequences of increased atmospheric carbon dioxide on coral reefs. Science 284:118–120

    Article  Google Scholar 

  • Lam VYY, Doropoulus C, Mumby PJ (2017) The influence of resilience-based management on coral reef monitoring: a systematic review. PLoS One 12(2):e0172064. doi:10.1371/journal.pone.0172064

    Article  Google Scholar 

  • Ledlie MH, Graham NAJ, Bythell JC, Wilson SK, Jennings S, Polunin NVC, Hardcastle J (2007) Phase shifts and the role of herbivory in the resilience of coral reefs. Coral Reefs 26:641–653

    Article  Google Scholar 

  • Littler MM, Littler DS, Brooks BL (2006) Harmful algae on tropical coral reefs: bottom-up eutrophication and top-down herbivory. Harmful Algae 5:565–585

    Article  Google Scholar 

  • Lundberg J, Moberg F (2003) Mobile link organisms and ecosystem functioning: implications for ecosystem resilience and management. Ecosystems 6:87–98

    Article  Google Scholar 

  • Marsh LM, Bradbury RH, Reichelt RE (1984) Determination of the physical parameters of coral distributions using line transect data. Coral Reefs 2:175–180

    Google Scholar 

  • Maynard JA, Marshall PA, Johnson JE, Harman S (2010) Building resilience into practical conservation: identifying local management responses to global climate change in the southern Great Barrier Reef. Coral Reefs 29:381–391

    Article  Google Scholar 

  • McClanahan TR, Donner SD, Maynard JA, MacNeil MA, Graham NAJ, Maina J, Baker AC, Alemu I JB, Beger M, Campbell SJ, Darling ES, Eakin CM, Heron SF, Jupiter SD, Lundquist CJ, McLeod E, Mumby PJ, Paddack MJ, Selig ER, van Woesik R (2012) Prioritizing key resilience indicators to support coral reef management in a changing climate. PLoS One 7:e42884. doi:10.1371/journal.pone.0042884

    Article  Google Scholar 

  • Miller K, Mundy C (2003) Rapid settlement in broadcast spawning corals: implications for larval dispersal. Coral Reefs 22:99–106

    Article  Google Scholar 

  • Mora C, Graham N J, Nystrom M (2016) Ecological limitations to the resilience of coral reefs. Coral Reefs 35(4):1271–1280

    Article  Google Scholar 

  • Ninio R, Meekan MG (2002) Spatial patterns in benthic communities and the dynamics of a mosaic ecosystem on the Great Barrier Reef, Australia. Coral Reefs 21:95–103

    Article  Google Scholar 

  • Nystrom M, Graham AJ, Lokrantz J, Norström AV (2008) Capturing the cornerstones of coral reef resilience: linking theory to practice. Coral Reefs 27:795–809

    Article  Google Scholar 

  • Obura DO, Grimsditch G (2009) Resilience assessment of coral reefs - assessment protocol for coral reefs, focusing on coral bleaching and thermal stress. IUCN, Gland, 70 p

    Google Scholar 

  • Orwin KH, Wardle DA (2004) New indices for quantifying the resistance and resilience of soil biota to exogenous disturbances. Soil Biol Biochem 36:1907–1912

    Article  Google Scholar 

  • Peterson G, Allen CR, Holling CS (1998) Ecological resilience, biodiversity, and scale. Ecosystems 1:6–18

    Article  Google Scholar 

  • Primpas I, Tsirtsis G, Karydis M, Kokkoris GD (2010) Principal component analysis: development of a multivariate index for assessing eutrophication according to the European water framework directive. Ecol Indic 10:178–183

    Article  Google Scholar 

  • Roberts CM, Ormond RFG (1987) Habitat complexity and coral reef fish diversity and abundance on Red Sea fringing reefs. Mar Ecol-Prog Ser 41:1–8

    Article  Google Scholar 

  • Roff G, Mumby PJ (2012) Global disparity in the resilience of coral reefs. Trends Ecol Evol 27:404–413

    Article  Google Scholar 

  • Rogers CS, Gilnack M, Fitz III HC (1983) Monitoring of coral reefs with linear transects: a study of storm damage. J Exp Mar Biol Ecol 66:285–300

    Article  Google Scholar 

  • Smith LD, Gilmour JP, Heyward AJ (2008) Resilience of coral communities on an isolated sistem of reefs following catastrophic mass-bleaching. Coral Reefs 27:197–205

    Article  Google Scholar 

  • Starger CJ, Barber PH, Ambariyanto, Baker AC (2010) The recovery of coral genetic diversity in the Sunda Strait following the 1883 eruption of Krakatau. Coral Reefs 29:547–565

    Article  Google Scholar 

  • Suharsono (2008) Managing Indonesian coral reefs: lessons from coral reef rehabilitation and management program. In: Proceedings 11th International Coral Reef Symposium, Florida, 7–11 Jul 2008, pp 1159–1161

  • Timpane-Padgham BL, Beechie T, Klinger T (2017) A systematic review of ecological attributes that confer resilience to climate change in environmental restoration. PLoS One 12(3):e0173812. https://doi.org/10.1371/journal.pone.0173812

    Article  Google Scholar 

  • Tkachenko KS, Wu BJ, Fang LS, Fan TY (2007) Dynamics of a coral reef community after mass mortality of branching Acropora corals and an outbreak of anemones. Mar Biol 151:185–194

    Article  Google Scholar 

  • Tomascik T, van Woesik R, Mah AJ (1996) Rapid coral colonization of a recent lava flow following a volcanic eruption, Banda Islands, Indonesia. Coral Reefs 15:169–175

    Article  Google Scholar 

  • Van Moorsel GWNM (1985) Disturbance and growth of juvenile corals (Agaricia humilis and Agaricia agaricites, Scleractinia) in natural habitats on the reef of Curacao. Mar Ecol-Prog Ser 24:99–112

    Article  Google Scholar 

  • Veron JEN, Devantier LM, Turak E, Green AL, Kininmonth S, Stafford-Smith M, Peterson N (2009) Delineating the coral triangle. Galaxea 11:91–100

    Article  Google Scholar 

  • Williams DE, Miller MW, Kramer KL (2008) Recruitment failure in Florida Keys Acropora palmata, a threatened Caribbean coral. Coral Reefs 27:697–705

    Article  Google Scholar 

  • Wilson SK, Graham NAJ, Polunin NVC (2007) Appraisal of visual assessments of habitat complexity and benthic composition on coral reefs. Mar Biol 151:1069–1076

    Article  Google Scholar 

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Bachtiar, I., Suharsono, Damar, A. et al. Practical Resilience Index for Coral Reef Assessment. Ocean Sci. J. 54, 117–127 (2019). https://doi.org/10.1007/s12601-019-0002-1

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