Effective management of marine resources requires an understanding of the spatial distribution of biologically important communities. The north-western Gulf of Mexico contains diverse marine ecosystems at a large range of depths and geographic settings. To better understand the distribution of these marine habitats across large geographic areas under consideration for marine sanctuary status, presence-only predictive modelling was used.