Machine learning and computational image analysis leveraged to probe relationships between carbonate isotopic composition, diagenetic alteration, and sedimentary facies isotopic variability

Hagen, Cedric

Machine learning and computational image analysis leveraged to probe relationships between carbonate isotopic composition, diagenetic alteration, and sedimentary facies isotopic variability

Cedric Hagen¹, Adam C Maloof², Emily Geyman³, Stacey Edmonsond⁴, Ryan A. Manzuk¹, Bolton Howes¹, John A Higgins² and Pingping Zhao¹, (1)Princeton University, Department of Geosciences, Princeton, United States, (2)Princeton University, Department of Geosciences, Princeton, NJ, United States, (3)California Institute of Technology, Division of Geological and Planetary Sciences, Pasadena, United States, (4)University of Victoria, Department of Earth and Ocean Sciences, Victoria, Canada