This dataset is the result of habitat suitability modeling on Madrepora oculata in the Cassidaigne Canyon at a 10-meter resolution. This dataset was produced in the framework of the MSFD project (Marine Strategy Framework Directive). This dataset is related to the article “Evaluating the ecological status of cold-water coral habitats using non-invasive methods: An example from Cassidaigne canyon, northwestern Mediterranean Sea” published in Progress in Oceanography by Fabri et al. in 2017 https://doi.org/10.1016/j.pocean.2019.102172