remote sensing Article Scaling up Ecological Measurements of Coral Reefs Using Semi-Automated Field Image Collection and Analysis Manuel González-Rivero 1,2,*, Oscar Beijbom 1,3, Alberto Rodriguez-Ramirez 1, Tadzio Holtrop 1,4, Yeray González-Marrero 1,5, Anjani Ganase 1,2,6, Chris Roelfsema 7, Stuart Phinn 7 and Ove Hoegh-Guldberg 1,2,6 Received: 26 September 2015; Accepted: 15 December 2015; Published: 5 January 2016 Academic Editors: Stuart Phinn, Chris Roelfsema, Xiaofeng Li and Prasad S. Thenkabail 1 Global Change Institute, The University of Queensland, St Lucia, QLD 4072, Australia;
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[email protected] (O.H.-G.) 2 Australian Research Council Centre of Excellence for Coral Reef Studies, St Lucia, QLD 4072, Australia 3 Department of Electrical Engineering & Computer Sciences, University of California, Berkeley, CA 94709, USA 4 Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, P.O. Box 94248, Amsterdam 1090 GE, The Netherlands 5 Department of Biology, Ghent University, Ghent 9000, Belgium 6 School of Biological Sciences, The University of Queensland, St Lucia, QLD 4072, Australia 7 Remote Sensing Research Centre, School of Geography, Planning and Environmental Management, The University of Queensland, St Lucia, QLD 4072, Australia;
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[email protected]; Tel.: +61-7-3365-3452 Abstract: Ecological measurements in marine settings are often constrained in space and time, with spatial heterogeneity obscuring broader generalisations.