Environmental Monitoring and Assessment

, Volume 161, Issue 1, pp 423–438

Predicting coral bleaching in response to environmental stressors using 8 years of global-scale data


DOI: 10.1007/s10661-009-0758-3

Cite this article as:
Yee, S.H. & Barron, M.G. Environ Monit Assess (2010) 161: 423. doi:10.1007/s10661-009-0758-3


Coral reefs have experienced extensive mortality over the past few decades as a result of temperature-induced mass bleaching events. There is an increasing realization that other environmental factors, including water mixing, solar radiation, water depth, and water clarity, interact with temperature to either exacerbate bleaching or protect coral from mass bleaching. The relative contribution of these factors to variability in mass bleaching at a global scale has not been quantified, but can provide insights when making large-scale predictions of mass bleaching events. Using data from 708 bleaching surveys across the globe, a framework was developed to predict the probability of moderate or severe bleaching as a function of key environmental variables derived from global-scale remote-sensing data. The ability of models to explain spatial and temporal variability in mass bleaching events was quantified. Results indicated approximately 20% improved accuracy of predictions of bleaching when solar radiation and water mixing, in addition to elevated temperature, were incorporated into models, but predictive accuracy was variable among regions. Results provide insights into the effects of environmental parameters on bleaching at a global scale.


Coral bleachingSea surface temperatureSolar radiationLogistic regressionModel selectionRemote sensing

Supplementary material

10661_2009_758_MOESM1_ESM.doc (163 kb)
(DOC 163 kb)

Copyright information

© US Government 2009

Authors and Affiliations

  1. 1.United States Environmental Protection Agency, Gulf Ecology DivisionNational Health and Environmental Effects Research LaboratoryGulf BreezeUSA