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Modelling coral reef ecosystems with limited observational data

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  • Holmes, G.
  • Johnstone, R.W.

Abstract

Ecosystem models represent potentially powerful tools for coral reef ecosystem managers. They can provide insight into ecosystem dynamics not achievable through alternative means allowing coral reef managers to assess the potential outcome of any given management decision. One of the main limitations in the applicability of ecosystem models is that they often require detailed empirical data and this can restrict their applicability to ecosystems that are either currently well studied or have the resources available to collect the required data. This study describes the development of a coral reef ecosystem model that can be calibrated to an ecosystem with limited empirical data. Based on the assumption that coral reef ecological structure is generic across all tropical coral reefs and that the magnitude of the interactions between ecological components is reef specific, the dynamics of the ecosystem can be replicated based on limited empirical data. The model successfully replicated the dynamics of three individual reef systems including an inshore and oceanic reef within the Great Barrier Reef and a Caribbean reef system. It highlighted the importance of understanding the specific dynamics of a given reef and that a positive management intervention in one system may result in a negative outcome for another. The model was also used to assess the importance of various interactions within coral reef ecosystems. It identified the interactions between hard corals and other non-algal benthic components as being an important (but currently understudied) facet of coral reef ecology. The development of this modelling approach provides access to ecosystem modelling tools for coral reef managers previously excluded due to a lack of resources or technical expertise.

Suggested Citation

  • Holmes, G. & Johnstone, R.W., 2010. "Modelling coral reef ecosystems with limited observational data," Ecological Modelling, Elsevier, vol. 221(8), pages 1173-1183.
  • Handle: RePEc:eee:ecomod:v:221:y:2010:i:8:p:1173-1183
    DOI: 10.1016/j.ecolmodel.2010.01.010
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    References listed on IDEAS

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    1. Moberg, Fredrik & Folke, Carl, 1999. "Ecological goods and services of coral reef ecosystems," Ecological Economics, Elsevier, vol. 29(2), pages 215-233, May.
    2. Oliva, Rogelio, 2003. "Model calibration as a testing strategy for system dynamics models," European Journal of Operational Research, Elsevier, vol. 151(3), pages 552-568, December.
    3. Peter J. Mumby & Alan Hastings & Helen J. Edwards, 2007. "Thresholds and the resilience of Caribbean coral reefs," Nature, Nature, vol. 450(7166), pages 98-101, November.
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    Cited by:

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    2. Isabel Banos-Gonzalez & Julia Martínez-Fernández & Miguel-Ángel Esteve-Selma & Patricia Esteve-Guirao, 2018. "Sensitivity Analysis in Socio-Ecological Models as a Tool in Environmental Policy for Sustainability," Sustainability, MDPI, vol. 10(8), pages 1-30, August.
    3. Miñarro, Sara & Leins, Johannes & Acevedo-Trejos, Esteban & Fulton, Elizabeth A. & Reuter, Hauke, 2018. "SEAMANCORE: A spatially explicit simulation model for assisting the local MANagement of COral REefs," Ecological Modelling, Elsevier, vol. 384(C), pages 296-307.
    4. Ruiz Sebastián, Carlos & McClanahan, Timothy R., 2013. "Description and validation of production processes in the coral reef ecosystem model CAFFEE (Coral–Algae–Fish-Fisheries Ecosystem Energetics) with a fisheries closure and climatic disturbance," Ecological Modelling, Elsevier, vol. 263(C), pages 326-348.

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