Enhancing the quality of in situ and satellite ocean observations through machine learning

James R Reagan1, Korak Saha1,2, Paige D Lavin2, Tim Boyer1 and Patrick Hogan3, (1)NOAA/NESDIS/NCEI-MD, Silver Spring, United States, (2)Cooperative Institute for Satellite Earth System Studies - University of Maryland, Earth System Science Interdisciplinary Center, College Park, United States, (3)NOAA/NESDIS/NCEI-MS, Stennis Space Center, United States