MarDATA 1st cohort (2019-2022)

MarDATA 1st cohort (2019-2022)

Kiel

  • Semantic Seafloor Mapping learn more
  • Navigation and Sensor Fusion for Automated Observation and Data Assimilation learn more
  • Developing bioinformatic tools for detecting low-frequency genetic variants in large marine (meta)genomic data sets learn more
  • A machine-learning approach for detection of mobile replicons in metagenomics learn more
  • Development of adapted Kernel Density Estimators for the calibration of marine biogeochemical models learn more
  • Automated Testing of Marine Data-Science Applications learn more
  • Cross-domain Marine Data Fusion: Discover Knowledge on Open Ocean Oxygen Minimum Zones learn more
  • Machine Learning for Petrophysical Predictions learn more
  • From Geological Text to Knowledge (GeoTeK): Investigation of scalable text mining methods for discovering and managing marine geological data learn more

Bremerhaven/Bremen

  • Application of neural networks to chemical systems in earth system modelling learn more
  • Machine learning for validation and interpretation of large-scale chemical data in the ocean learn more​​​​​​​
  • Reactive Control and Adaptive Sampling using an Autonomous Underwater Vehicle learn more
  • System analysis in climate data learn more
  • Monitoring a stressed ice-shelf: Machine learning algorithms to detect icequakes in 20 years of seismological records at Neumayer station, Antarctica learn more
  • Machine learning approaches in climate modelling learn more