A Fast Method for Optimal Tuning of Observation and Prior Error Statistics in High-dimensional Bayesian Inversions: Application to Methane Source Estimation Over the US

Nicolas Bousserez, University of Colorado at Boulder, Boulder, CO, United States, Daven K Henze, Department of Mechanical Engineering, University of Colorado, Boulder, CO, United States, Yuyan Cui, CIRES, Boulder, CO, United States and Zhen Liu, Ramboll ENVIRON International Corporation Novato, Novato, CA, United States