Uncertainty Quantification for the OCO-2 Mission: A Monte Carlo Framework Using a Surrogate Model

Amy J Braverman1, Jonathan Hobbs2, Noel Cressie2, Michael R Gunson3, Robert Granat2, Jenny Brynjarsdottir4, Hai Nguyen5, Dejian Fu6 and Joaquim Teixeira7, (1)Jet Propulsion Laboratory, California Institute of Technology, Uncertainty Quantification and Statistical Analysis Group, Pasadena, United States, (2)Jet Propulsion Laboratory, Pasadena, CA, United States, (3)NASA Jet Propulsion Laboratory, Pasadena, CA, United States, (4)Case Western Reserve University, Cleveland, OH, United States, (5)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, United States, (6)NASA Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States, (7)Jet Propulsion Lab, Los Angeles, United States