*Roland Seferian¹, Sarah Berthet¹, Andrew Yool², Julien Palmiéri², Laurent Bopp³, Alessandro Tagliabue⁴, Lester Kwiatkowski⁵, Olivier Aumont⁵, James Christian⁶, John Dunne⁷, Marion Gehlen⁸, Tatiana Ilyina⁹, Jasmin G. John⁷, Hongmei Li⁹, Matt Long¹⁰, Jessica Y. Luo⁷, Hideyuki Nakano¹¹, Anastasia Romanou¹², Jörg Schwinger¹³, Charles Stock⁷, Yeray Santana-Falcón¹, Yohei Takano⁹, Jerry Tjiputra¹³, Hiroyuki Tsujino¹¹, Michio Watanabe¹⁴, Tongwen Wu¹⁵, Fanghua Wu¹⁵, Akitomo Yamamoto¹⁴ (1.CNRM, Universite de Toulouse, Meteo-France, CNRS, Toulouse, France , 2.National Oceanography Centre, European Way, Southampton, SO14 3ZH, UK, 3.LMD-IPSL, CNRS, Ecole Normale Supérieure / PSL Res. Univ, Ecole Polytechnique, Sorbonne Université, Paris, France , 4.School of Environmental Sciences, University of Liverpool, Liverpool, UK , 5.LOCEAN Laboratory, Sorbonne Université-CNRS-IRD-MNHN, Paris, France, 6.Canadian Centre for Climate Modelling and Analysis, Victoria, BC, Canada, 7.NOAA/Geophysical Fluid Dynamics Laboratory, Princeton, NJ, USA, 8.LSCE-IPSL, Université Paris Saclay, Gif-sur-Yvette, France, 9.Max Planck Institute for Meteorology, Hamburg, Germany, 10.National Center for Atmospheric Research, Boulder, Colorado, USA, 11.JMA Meteorological Research Institute, Tsukuba, Japan, 12.NASA Goddard Institute for Space Studies, New York, USA, 13.NORCE Climate, Bjerknes Centre for Climate Research, Bergen, Norway, 14.Research Center for Environmental Modeling and Application, Japan Agency for Marine-Earth Science and Technology (JAMSTEC), Yokohama, Japan, 15.Beijing Climate Center, China Meteorological Administration, Beijing, China)

*Yeray Santana Falcon¹, Roland Seferian¹ (1.CNRM, Universite de Toulouse, Meteo-France, CNRS, Toulouse, France )

*Michio Watanabe¹, Hiroaki Tatebe¹, Hiroshi Koyama¹, Takahito Kataoka¹, Tomohiro Hajima¹, Masahiro Watanabe², Michio Kawamiya¹ (1.Japan Agency for Marine-Earth Science and Technology, 2.The University of Tokyo)

*Akitomo Yamamoto¹, Tomohiro Hajima¹, Dai Yamazaki², Maki Noguchi Aita¹, Michio Kawamiya¹ (1.Japan Agency for Marine-Earth Science and Technology, 2. Institute of Industrial Sciences, The University of Tokyo)

*Spencer Liddicoat¹, Andy Wiltshire¹, Chris jones¹, Vivek Arora², Victor Brovkin³, Patricia Cadule⁴, Tomohiro Hajima⁵, David Lawrence⁶, Julia Pongratz⁷, Jörg Schwinger⁸, Roland Séférian⁹, Jerry Tjiputra⁸, Tilo Ziehn¹⁰ (1.Met Office Hadley Centre, Exeter, United Kingdom, 2.Canadian Centre for Climate Modelling and Analysis, Environment Canada, University of Victoria, Victoria, British Columbia, Canada, 3.Max Planck Institute for Meteorology, Hamburg, Germany, 4.IPSL, CNRS, Sorbonne Université, Paris, France, 5.Research Institute for Global Change, Japan Agency for Marine-Earth Science and Technology, Yokohama, Japan, 6.Climate and Global Dynamics Laboratory, National Center for Atmospheric Research, Boulder, Colorado, 7.Ludwig-Maximilian University, Munich, Germany, 8.NORCE Norwegian Research Centre, Bjerknes Centre for Climate Research, Bergen, Norway, 9.CNRM, Université de Toulouse, Météo-France, CNRS, Toulouse, France, 10.CSIRO Oceans and Atmosphere, Aspendale, Victoria, Australia)

*Tokuta Yokohata¹, Tsuguki Kinoshita², Gen Sakurai³, Akihiko Ito¹, Yusuke Satoh¹, Yadu Pokhrel⁴, Masashi Okada¹, Etsushi Kato⁵, KIYOSHI TAKAHASHI¹, Naota Hanasaki¹, Shinichiro Fujimori⁶, Seita Emori¹ (1.National Institute for Environmental Studies, 2.Ibraki University, 3.National Agriculture and Food Research Organization, 4.Michigan State University, 5.The Institute of Applied Energy, 6.Kyoto University)