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