Skip to main content
Log in

Coral reef benthic productivity based on optical absorptance and light-use efficiency

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

Abstract

In the interest of determining productivity across a range of spatial scales (meters to many kilometers) and in different reef environments, this paper proposes a technique for measuring productivity based on remote sensing of optical absorptance and light-use efficiency. The concept is straightforward: gross primary production equals plant-incident irradiance multiplied by plant absorptance multiplied by the plant’s light-use efficiency (GPP = E d ). Both E d and A are derivable from various remote sensing data sources, thus the approach is feasible. This paper presents a demonstration of the application for Kaneohe Bay, Oahu, HI based on Quickbird satellite imagery and SHOALS LIDAR data. E d is modeled at every point in the image, and the image itself is inverted to provide A. Organismal-scale ε reported in the literature is taken as a surrogate for community-scale ε. The resulting GPP image compares well with the range of GPP values for reef-flats in general, as well as the distribution and range of GPP for Kaneohe Bay in particular. Though results likely can be improved by using spectral imagery and more accurate values for ε, this concept study demonstrates the tractability of this approach for measuring coral reef GPP.

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
Fig. 6
Fig. 7
Fig. 8
Fig. 9

References

  • Andréfouët S, Payri C (2000) Scaling-up carbon and carbonate metabolism of coral reefs using in-situ data and remote sensing. Coral Reefs 19:259–269

    Google Scholar 

  • Anthony KRN, Hoegh-Guldberg O (2003) Variation in coral photosynthesis, respiration and growth characteristics in contrasting light microhabitats: an analogue to plants in forest gaps and understoreys? Funct Ecol 17:246–259

    Article  Google Scholar 

  • Atkinson MJ, Falter JL (2003) Coral reefs. In: Black KP, Shimmield GB (eds) Biogeochemistry of marine systems. Blackwell/CRC Press, Oxford/Boca Raton, pp 40–64

    Google Scholar 

  • Atkinson MJ, Grigg RW (1984) Model of coral reef ecosystem. II. Gross and net benthic primary production at French Frigate Shoals, Hawaii. Coral Reefs 3:13–22

    Article  CAS  Google Scholar 

  • Atkinson M, Barnett H, Aceves H, Langdon C, Carpenter S, McConnaughey T, Hochberg E, Smith M, Marino B (1999) The Biosphere 2 coral reef biome. Ecol Eng 13:147–171

    Article  Google Scholar 

  • Beer S, Ilan M, Eshel A, Weil A, Brickner I (1998) Use of pulse amplitude modulated (PAM) fluorometry for in situ measurements of photosynthesis in two Red Sea faviid corals. Mar Biol 131:607–612

    Article  Google Scholar 

  • Binzer T, Sand-Jensen K, Middelboe AL (2006) Community photosynthesis of aquatic macrophytes. Limnol Oceanogr 51:2722–2733

    Article  Google Scholar 

  • Brock JC, Yates KK, Halley RB, Kuffner IB, Wright CW, Hatcher BG (2006) Northern Florida reef tract benthic metabolism scaled by remote sensing. Mar Ecol Prog Ser 312:123–139

    Article  CAS  Google Scholar 

  • Carpenter RC (1985) Relationships between primary production and irradiance in coral reef algal communities. Limnol Oceanogr 30:784–793

    Google Scholar 

  • Chalker BE (1981) Simulating light-saturation curves for photosynthesis and calcification by reef-building corals. Mar Biol 63:135–141

    Article  Google Scholar 

  • Chalker BE, Dunlap WC, Oliver JK (1983) Bathymetric adaptations of reef-building corals at Davies Reef, Great Barrier-Reef, Australia. 2. Light saturation curves for photosynthesis and respiration. J Exp Mar Biol Ecol 73:37–56

    Article  Google Scholar 

  • Chisholm JRM (2003) Primary productivity of reef-building crustose coralline algae. Limnol Oceanogr 48:1376–1387

    Article  Google Scholar 

  • Conger CL, Hochberg EJ, Fletcher CH, Atkinson MJ (2006) Decorrelating remote sensing color bands from bathymetry in optically shallow waters. IEEE Trans Geosci Remote Sens 44:1655–1660

    Article  Google Scholar 

  • Dubinsky Z, Falkowski PG, Porter JW, Muscatine L (1984) Absorption and utilization of radiant energy by light-adapted and shade-adapted colonies of the hermatypic coral Stylophora pistillata. Proc R Soc Lond B Bio 222:203–214

    CAS  Google Scholar 

  • Dubinsky Z, Stambler N, Benzion M, McCloskey LR, Muscatine L, Falkowski PG (1990) The effect of external nutrient resources on the optical-properties and photosynthetic efficiency of Stylophora pistillata. Proc R Soc Lond B Bio 239:231–246

    Article  Google Scholar 

  • Falkowski PG, Jokiel PL, Kinzie RA (1990) Irradiance and corals. In: Dubinsky Z (ed) Ecosystems of the world 25: coral reefs. Elsevier, Amsterdam, pp 89–107

    Google Scholar 

  • Falter JL, Atkinson MJ, Langdon C (2001) Production-respiration relationships at different timescales within the Biosphere 2 coral reef biome. Limnol Oceanogr 46:1653–1660

    Article  Google Scholar 

  • Fensholt R, Sandholt I, Rasmussen MS, Stisen S, Diouf A (2006) Evaluation of satellite based primary production modelling in the semi-arid Sahel. Remote Sens Environ 105:173–188

    Article  Google Scholar 

  • Finelli CM, Helmuth BST, Pentcheff ND, Wethey DS (2006) Water flow influences oxygen transport and photosynthetic efficiency in corals. Coral Reefs 25:47–57

    Article  Google Scholar 

  • Gattuso J-P, Payri CE, Pichon M, Delasalle B, Frankignoulle M (1997) Primary production, calcification, and air–sea CO2 fluxes of a macroalgal-dominated coral reef community (Moorea, French Polynesia). J Phycol 33:729–738

    Article  Google Scholar 

  • Goiran C, AlMoghrabi S, Allemand D, Jaubert J (1996) Inorganic carbon uptake for photosynthesis by the symbiotic coral/dinoflagellate association. 1. Photosynthetic performances of symbionts and dependence on sea water bicarbonate. J Exp Mar Biol Ecol 199:207–225

    Article  CAS  Google Scholar 

  • Gregg WW, Carder KL (1990) A simple spectral solar irradiance model for cloudless maritime atmospheres. Limnol Oceanogr 35:1657–1675

    Article  Google Scholar 

  • Hatcher BG (1990) Coral reef primary productivity—a hierarchy of pattern and process. Trends Ecol Evol 5:149–155

    Article  Google Scholar 

  • Hatcher BG (1996) Organic production and decomposition. In: Birkeland CE (ed) The life and death of coral reefs. Chapman-Hall, New York, pp 140–174

    Google Scholar 

  • Heinsch FA, Reeves M, Votava P, Kang S, Milesi C, Zhao MS, Glassy J, Jolly WM, Loehman R, Bowker CF, Kimball JS, Nemani RR, Running SW (2003) User’s guide: GPP and NPP (MOD17A2/A3) Products, NASA MODIS Land Algorithm, Version 2.0 pp 1–57

  • 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 

  • Hochberg EJ, Atkinson MJ, Andréfouët S (2003) Spectral reflectance of coral reef bottom-types worldwide and implications for coral reef remote sensing. Remote Sens Environ 85:159–173

    Article  Google Scholar 

  • Hoogenboom MO, Anthony KRN, Connolly SR (2006) Energetic cost of photoinhibition in corals. Mar Ecol Prog Ser 313:1–12

    Article  CAS  Google Scholar 

  • Jones RJ (2004) Testing the ‘photoinhibition’ model of coral bleaching using chemical inhibitors. Mar Ecol Prog Ser 284:133–145

    Article  CAS  Google Scholar 

  • Kinsey DW (1978) Productivity and calcification estimates using slack-water periods and field enclosures. In: Stoddart DR, Johannes RE (eds) Coral reefs: research methods. UNESCO, Paris, pp 439–468

    Google Scholar 

  • Kinsey DW (1979) Carbon turnover and accumulation by coral reefs. Ph.D. thesis, University of Hawaii, Manoa, p 248

  • Kinsey DW (1985) Metabolism, calcification and carbon production I: systems level studies. Proc 5th Int Coral Reef Congr 4:505–526

    Google Scholar 

  • Kirk JTO (1994) Light and photosynthesis in aquatic environments. Cambridge University Press, Cambridge

    Google Scholar 

  • Klumpp DW, McKinnon AD (1992) Community structure, biomass and productivity of epilithic algal communities on the Great Barrier Reef: dynamics at different spatial scales. Mar Ecol Prog Ser 86:77–89

    Article  Google Scholar 

  • Lee ZP, Carder KL, Mobley CD, Steward RG, Patch JS (1998) Hyperspectral remote sensing for shallow waters. 1. A semianalytical model. Appl Optics 37:6328–6338

    Google Scholar 

  • Lee ZP, Carder KL, Mobley CD, Steward RG, Patch JS (1999) Hyperspectral remote sensing for shallow waters. 2. Deriving bottom depths and water properties by optimization. Appl Optics 38:3831–3843

    Article  CAS  Google Scholar 

  • Lesser MP, Mazel C, Phinney D, Yentsch CS (2000) Light absorption and utilization by colonies of the congeneric hermatypic corals Montastraea faveolata and Montastraea cavernosa. Limnol Oceanogr 45:76–86

    Article  Google Scholar 

  • Levy O, Achituv Y, Yacobi YZ, Dubinsky Z, Stambler N (2006) Diel ‘tuning’ of coral metabolism: physiological responses to light cues. J Exp Biol 209:273–283

    Article  PubMed  CAS  Google Scholar 

  • Marsh JA, Smith SV (1978) Productivity measurements of coral reefs in flowing water. In: Stoddart DR, Johannes RE (eds) Coral reefs: research methods. UNESCO, Paris, pp 361–377

    Google Scholar 

  • Mobley CD, Sundman LK, Davis CO, Bowles JH, Downes TV, Leathers RA, Montes MJ, Bisset WP, Kohler DDR, Reid RP, Louchard EM, Gleason A (2005) Interpretation of hyperspectral remote-sensing imagery by spectrum matching and look-up tables. Appl Optics 44:3576–3592

    Article  Google Scholar 

  • Monteith J (1972) Solar radiation and productivity in tropical ecosystems. J Appl Ecol 9:747–766

    Article  Google Scholar 

  • Porter JW, Muscatine L, Dubinsky Z, Falkowski PG (1984) Primary production and photoadaptation in light-adapted and shade-adapted colonies of the symbiotic coral, Stylophora pistillata. Proc R Soc Lond B Biol Sci 222:161–180

    Google Scholar 

  • Ralph PJ, Schreiber U, Gademann R, Kuhl M, Larkum AWD (2005) Coral photobiology studied with a new imaging pulse amplitude modulated fluorometer. J Phycol 41:335–342

    Article  Google Scholar 

  • Rex A, Montebon F, Yap HT (1995) Metabolic responses of the scleractinian coral Porites cylindrica Dana to water motion. 1. Oxygen flux studies. J Exp Mar Biol Ecol 186:33–52

    Article  Google Scholar 

  • Rodríguez-Román A, Hernández-Pech X, Thomé PE, Enríquez S, Iglesias-Prieto R (2006) Photosynthesis and light utilization in the Caribbean coral Montastraea faveolata recovering from a bleaching event. Limnol Oceanogr 51:2702–2710

    Article  Google Scholar 

  • Running SW, Nemani RR, Heinsch FA, Zhao MS, Reeves M, Hashimoto H (2004) A continuous satellite-derived measure of global terrestrial primary production. Bioscience 54:547–560

    Article  Google Scholar 

  • Sims DA, Rahman AF, Cordova VD, El-Masri BZ, Baldocchi DD, Flanagan LB, Goldstein AH, Hollinger DY, Misson L, Monson RK, Oechel WC, Schmid HP, Wofsy SC, Xu LK (2006) On the use of MODIS EVI to assess gross primary productivity of North American ecosystems. J Geophys Res-Biogeo 111:G04015 (doi 10.1029/2006JG000162)

    Article  CAS  Google Scholar 

  • Smith SV (1981) The Houtman Abrolhos Islands—carbon metabolism of coral reefs at high-latitude. Limnol Oceanogr 26:612–621

    CAS  Google Scholar 

  • Smith GM, Milton EJ (1999) The use of the empirical line method to calibrate remotely sensed data to reflectance. Int J Remote Sens 20:2653–2662

    Article  Google Scholar 

  • Uthicke S (2006) Photosynthetic efficiency and rapid light curves of sediment-biofilms along a water quality gradient in the Great Barrier Reef, Australia. Mar Ecol Prog Ser 322:61–73

    Article  CAS  Google Scholar 

  • Winters G, Loya Y, Rottgers R, Beer S (2003) Photoinhibition in shallow-water colonies of the coral Stylophora pistillata as measured in situ. Limnol Oceanogr 48:1388–1393

    Article  Google Scholar 

  • Winters G, Loya Y, Beer S (2006) In situ measured seasonal variations in F-v/F-m of two common Red Sea corals. Coral Reefs 25:593–598

    Article  Google Scholar 

  • Wyman K, Dubinsky Z, Porter J, Falkowski P (1987) Light absorption and utilization among hermatypic corals: a study in Jamaica, West Indies. Mar Biol 96:283–292

    Article  Google Scholar 

Download references

Acknowledgments

We thank Gregory P. Asner, Robert C. Carpenter and Stéphane Maritorena for insightful comments early in the drafting of this paper Quickbird image courtesy DigitalGlobe, Inc. This work was funded by NASA award NNG04GO65G and ONR award N00014-06-0867 to E. J. Hochberg. This is SOEST contribution 7151 and HIMB contribution 1285.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to E. J. Hochberg.

Additional information

Communicated by M.P. Lesser.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Hochberg, E.J., Atkinson, M.J. Coral reef benthic productivity based on optical absorptance and light-use efficiency. Coral Reefs 27, 49–59 (2008). https://doi.org/10.1007/s00338-007-0289-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00338-007-0289-8

Keywords

Navigation