MarDATA 2nd cohort (2021-2024)

MarDATA 2nd Cohort (2021-2024)

Kiel

• 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

Bremerhaven/Bremen

• 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