Linking regimes to drivers
Next we used a statistical modeling approach to understand which drivers are most important in explaining the distribution of a given reef regime and the relative influence of environmental versus human factors7. The technique is a machine learning approach called Boosted Regression Trees (BRT). This technique relates the presence/absence of each reef regime to individual drivers and their interactive effects.
