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Abstract: MALOPE: A Hybrid Machine Learning-Optimal Estimation Framework to Predict Column Concentrations and Retrieval Diagnostics of the TROPESS Atmospheric Composition Profiles (AGU25)

MALOPE: A Hybrid Machine Learning-Optimal Estimation Framework to Predict Column Concentrations and Retrieval Diagnostics of the TROPESS Atmospheric Composition Profiles

Frank Werner1, Kevin W Bowman2, Seungwon Lee2, Joshua Laughner3, Vivienne Payne1 and James McDuffie4, (1)NASA Jet Propulsion Laboratory, California Institute of Technology, Pasadena, United States, (2)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, United States, (3)NASA Jet Propulsion Laboratory, Pasadena, United States, (4)NASA Jet Propulsion Laboratory, Pasadena, CA, United States
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