General Informatics Session: From Data to Discovery through Informatics, AI, and Innovation

Session ID#: 282790

Session Description:
This session convenes earth scientists, data scientists, and interdisciplinary researchers to examine how informatics is reshaping geosciences and highlights the integration of data science, artificial intelligence, and advanced analytics to deepen the understanding of the earth systems. Presentations will emphasize innovative approaches to managing and sustaining geoscience data infrastructures, fostering collaboration across disciplines, and ensuring that research tools and datasets remain accessible, interoperable, and trustworthy. Speakers will present applications across terrestrial, oceanic, and atmospheric systems, while illustrating how machine learning and AI are advancing Earth observation, strengthening predictive modeling, and converting satellite and in situ data into actionable insights. By bringing together diverse perspectives, the session emphasizes the central role of informatics in advancing Earth science and highlights its role in supporting open science. Researchers who are unsure where their abstract best fits are especially encouraged to submit to this general informatics session.
Index Terms:

1912 Data management, preservation, rescue [INFORMATICS]
1916 Data and information discovery [INFORMATICS]
1920 Emerging informatics technologies [INFORMATICS]
Primary Convener:  Singh Debjani, Oak Ridge National Laboratory, Environmental Sciences Division, Oak Ridge, TN, United States
Conveners:  Weiming Hu, University of Georgia, Center for Geospatial Research, Department of Geography, Athens, United States, Enrico Milanese, Massachusetts Institute of Technology, Department of Earth, Atmospheric, and Planetary Sciences, Cambridge, MA, United States, Ranjay Man Shrestha, NASA Goddard Space Flight Center, Terrestrial Information Systems Laboratory, Greenbelt, United States and Sudhir R Shrestha, NOAA NESDIS Center for Satellite Applications and Research, Satellite Meteorology & Climatology Division (SMCD), College Park, United States
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