ESSI – Earth & Space Science Informatics

Programme Group Chairs: Christof Lorenz, Kirsten Elger

Inter- and transdisciplinary sessions led by ESSI

Session short summary:
Recent advances in large language models, natural language processing, and multimodal AI are reshaping geoscience research. These tools enable use of novel unstructured sources (digital archives of text and images). We invite contributions that develop or apply methods to use such data, address methodological challenges, or embed text and image mining into geoscientific workflows.
Keywords: Artificial Intelligence, Big data - analyses, Data mining, Model uncertainty, Risk Monitoring
Inter- and Transdisciplinary Sessions suggestion led by: ESSI | Earth & Space Science Informatics
Co-organization suggestions:
HS | Hydrological Sciences
NH | Natural Hazards
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Disciplinary sessions of ESSI

ESSI1 –  Next-Generation Analytics for Scientific Discovery: Data Science, Machine Learning, AI

Sub-Programme Group Scientific Officers: Kerstin Lehnert, Christian Chwala, Federico Amato

ESSI2 –  Data, Software and Computing Infrastructures across Earth and Space Sciences

Sub-Programme Group Scientific Officers: Paolo Mazzetti, Mohan Ramamurthy, Horst Schwichtenberg, Peter Löwe

ESSI3 –  Open Science Informatics for Earth and Space Sciences

Sub-Programme Group Scientific Officers: Martina Stockhause, Pierre-Philippe MATHIEU, Kirsten Elger

ESSI4 –  Advanced Technologies and Informatics Enabling Transdisciplinary Science

Sub-Programme Group Scientific Officers: Kirk Martinez, Jens Klump, Lesley Wyborn

ESSI5 –  Open Sessions

Sub-Programme Group Scientific Officer: Kirsten Elger

ESSI6 –  Short Courses and Education Sessions

Sub-Programme Group Scientific Officers: Christof Lorenz, Kirsten Elger