Dear Colleagues, With only one week left until abstract submissions close, we would like to bring to attention to and encourage you to submit your abstract to AGU 2024 Session V015: New Data-Driven Directions in Earth and Planetary Science and Geobiology: Multidisciplinary Insights from Complex Geochemical, Mineralogical, and Petrological Systems (https://agu.confex.com/agu/agu24/prelim.cgi/Session/230156, session descriptions below – Abstract Submissions close on July 31st). We are excited to have talks by our two invited speakers, Ying Cui (Montclair State University) and Buchanan Kerswell (University of Montpellier). We are looking forward to a topically diverse and intersectional session, and particularly encourage submissions from Early Career presenters and those traditionally underrepresented in the Earth and Environmental Sciences at large. We look forward to your contribution and hearing about your research our session! Session Description: Recent advances in the development of data-driven methodologies and the increasing abundance of datasets describing Earth and other planetary bodies have resulted in a confluence of new opportunities. These advances in the acquisition, storage, and dissemination of data, as well as innovations in the quantitative methods, techniques, and algorithms utilized in their analysis and visualization are crucial to reinforcing the multidisciplinary and collaborative aspects of Earth, planetary, and life science. This session welcomes: 1) Novel applications and findings of data-science and data-driven investigations in mineralogy, petrology, and geochemistry. 2) Newly developed methods and resources for data-driven research in mineralogy, petrology, and geochemistry, including new models, algorithms, methods, databases, etc. We encourage submissions from across the spectrum of scientific questions and fields, including but not limited to mineralogy, igneous and metamorphic petrology, Earth and planetary sciences, origins of life, astrobiology, paleobiology, and the co-evolution of the geosphere and biosphere. Co-Conveners: Ahmed Eleish (Earth and Planets Laboratory, Carnegie, Washington D.C., USA) Clem Hamelin (William & Mary, Williamsburg, VA, USA) Nick Barber (Washington & Lee, Lexington, VA, USA) David Hernandez-Uribe (University of Illinois, Chicago, USA) Michael Wong (Earth and Planets Laboratory, Carnegie, Washington D.C., USA) --- Clémentine (Clem) Hamelin (she/her) Assistant Professor, Geology William & Mary McGlothlin-Street Hall 214 251 Jamestown Rd Williamsburg, VA 23185 Email: chamelin@wm.edu<mailto:chamelin@wm.edu> Website: http://clementinehamelin.com<http://clementinehamelin.com/>