Interpretable Machine Learning Biosignature Detection From Ocean Worlds Analogue CO2 Isotopologue Data

Abstract Future missions to icy ocean worlds (OW) such as Europa and Enceladus will evaluate the habitability and potential for biosignatures on these worlds. These missions will benefit from autonomous science and machine learning (ML) methods to process high volumes of data and prioritize signals...

Full description

Saved in:
Bibliographic Details
Main Authors: Lily A. Clough, Victoria DaPoian, Jonathan D. Major, Lauren M. Seyler, Brett A. McKinney, Bethany P. Theiling
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2025-03-01
Series:Earth and Space Science
Subjects:
Online Access:https://doi.org/10.1029/2024EA003966
Tags: Add Tag
No Tags, Be the first to tag this record!