Thomas Lauvaux¹, Samuel Hammer², Kimberly L Mueller³, Olivier Laurent⁴, Ke Che⁵, Michel Ramonet⁴, Philippe Ciais⁶, Jinghui Lian⁷, Natasha L. Miles⁸, Scott Richardson⁹, Kenneth J Davis⁹, Jocelyn C Turnbull¹⁰, Andreas Christen¹¹, Noemie Taquet¹² and Michel Grutter¹³, (1)University of Reims, Reims, France, (2)University Heidelberg, IUP, Heidelberg, Germany, (3)University of Michigan EWRE, Washington, DC, United States, (4)LSCE Laboratoire des Sciences du Climat et de l'Environnement, Gif-Sur-Yvette Cedex, France, (5)LSCE Laboratoire des Sciences du Climat et de l'Environnement, SatInv, Gif-Sur-Yvette Cedex, France, (6)Laboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA-CNRS-UVSQ, Université Paris Saclay, Gif-Sur-Yvette, France, (7)Origins.S.A.S, Suez Group, Paris La Défense, France, (8)Pennsylvania State University, Department of Meteorology and Atmospheric Science, University Park, United States, (9)The Pennsylvania State University, Department of Meteorology and Atmospheric Science, University Park, United States, (10)GNS Science, Lower Hutt, New Zealand, (11)University of Freiburg, Chair of Environmental Meteorology, Faculty of Environment and Natural Resources, Freiburg, Germany, (12)Universidad Nacional Autónoma de México, Instituto de Ciencias de la Atmósfera y Cambio Climático, Mexico City, Mexico, (13)Universidad Nacional Autónoma de México, Centro de Ciencias de la Atmósfera, Mexico City, Mexico