This dataset is the result of habitat suitability modeling in the Lacaze-Duthiers Canyon at a 10-meter resolution. Cold-water corals were considered all species together, probable distribution was then calculated using Maxent and GAM. This dataset is produce in the framework of the European H2020 project REDRESS (Restoration of Deep-Sea Habitats to Rebuild European Seas https://redress-project.eu/ Grant Agreement No 101135492). This dataset is related to the article “Mapping and Conservation of Cold-Water Corals in the Lacaze-Duthiers Canyon for Transboundary Management” submitted to Mediterranean Marine Science by Fabri et al. in 2025.