Ribana Roscher

Ribana Roscher

Ribana Roscher is a Professor of Machine Learning in Agriculture at the University of Bonn. Her research sits at the intersection of machine learning, remote sensing, and agricultural and environmental sciences. She is dedicated to establishing machine learning as an enabler for scientific discovery and sustainable innovation in agriculture. Her work focuses on developing explainable and uncertainty-aware models that integrate domain knowledge to produce accurate, plausible, and reliable results. By addressing challenges such as heterogeneous data integration, limited labeled data, and model generalization under varying environmental conditions, she aims to design scalable and trustworthy solutions. Ultimately, her research seeks not only to enhance decision support in digital agriculture but also to deepen our understanding of the underlying processes that drive plant and ecosystem performance.

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  • Organization
    Joint Research Centre, Centre for Advanced Studies - European Commission
  • Profession
    Professor
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