Improving the near-term estimate of air-sea CO2 exchange by merging models and observations with machine learning

Lucas Gloege1, Galen A McKinley2, Monica Yan3 and Tian Zheng3, (1)Lamont -Doherty Earth Observatory of Columbia University, Palisades, NY, United States, (2)Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY, United States, (3)Columbia University of New York, Palisades, United States