MarDATA 2nd cohort (2021-2024)

MarDATA 2nd Cohort (2021-2024)


  • Attribution of climate events - Exploring methods of explainable AI learn more
  • The digital Lab Book: Data lineage and workflow documentation in visual data exploration learn more
  • Links between volcanism and climate learn more
  • Deep neural networks for the prediction of sediment accumulation at the seafloor learn more
  • Neural networks reveal evolving patterns of ocean carbon uptake learn more
  • Deciphering ocean currents with neural networks and data mining learn more
  • Learning underwater visual appearance for robust seafloor surveys learn more
  • Cooperative 2D inversion of seismic texture and CSEM data to delineate hydrogeological parameters of offshore aquifers learn more
  • Automated event detection and data-analytics in distributed seafloor sensor networks learn more
  • Data and process mining to understand seafloor plate tectonics learn more
  • Real-time autonomous hydroacoustic object detection learn more


  • Using machine learning to define and characterise 3D ocean regions learn more
  • Inverse methods for ice sheet surface elevation changes with an application to West Antarctica learn more
  • 4-D Phytoplankton composition from small to large scale by data fusion using AI learn more
  • Tracking extended internal stratigraphy in ice sheets from machine learning approaches learn more
  • Automated marine data quality control - A machine learning approach learn more
  • Paleo Climate reconstruction using multi-fidelity machine learning learn more
  • Palaeogenomic networks reveal ecosystem turnover related to sea-ice decline learn more
  • Bayesian Chronology Modelling for Paleoclimate Archives learn more
  • Digital Ice-Cores; Paleo-Climate reconstruction using Bayesian modeling learn more