Data Compression to Improve Inverse Modeling with Large Satellite Datasets:An Example from OCO-2

Xiaoling Liu1, He Chang1, August Weinbren1, Marikate Ellis Mountain2, Jovan Tadić3, Michael Trudeau4 and Scot Miller1, (1)Johns Hopkins University, Baltimore, MD, United States, (2)Atmospheric and Environmental Research, Lexington, MA, United States, (3)Lawrence Berkeley National Laboratory, Berkeley, CA, United States, (4)Cooperative Institute for Research in Environmental Sciences, Boulder, CO, United States