This is were the 'KIMERA' projects starts. KIMERA is the German acronym for 'Artificial intelligence applied to mapping of the seafloor and marine spatial planning'. Within the 36 months-long duration of the project, a method for the predictive mapping (RPM) of the nature of the seafloor using machine learning and artificial intelligence will be developed in collaboration with a regional private entity. This information will then guide the prediction of certain habitats or mineral potentials. This is a first important step towards marine spatial planning based on scientific evidence, which needs future ground-truthing.