John B Miller¹, Xin Lan^1,2, Andrew R Jacobson^1,3, Bharat Rastogi⁴, Aleya Kaushik^1,5, Gabrielle Petron^1,6, James Tremper Randerson⁷, Yang Chen⁷, Guido van der Werf⁸, Roland Vernooij⁸, Sylvia Michel⁹, Jianghanyang Li¹⁰ and Sudhanshu Pandey¹¹, (1)NOAA, Global Monitoring Laboratory, Boulder, United States, (2)University of Colorado Boulder, Cooperative Institute for Research in Environmental Sciences, Boulder, United States, (3)University of Colorado at Boulder, CIRES, Boulder, United States, (4)University of Colorado Boulder, Geography, Boulder, United States, (5)University of Colorado, Cooperative Institute for Research in Environmental Sciences and Dept. of Atmospheric and Oceanic Sciences, Boulder, United States, (6)University of Colorado, Boulder, Cooperative Institute for Research in Environmental Sciences, Boulder, United States, (7)University of California Irvine, Earth System Science, Irvine, United States, (8)Wageningen University and Research, Wageningen, Netherlands, (9)University of Colorado Boulder, Institute for Arctic and Alpine Research, Boulder, United States, (10)University of Colorado at Boulder, Institute of Arctic and Alpine Research, Boulder, United States, (11)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, United States