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Catherine M. Naud, James F. Booth, Jeyavinoth Jeyaratnam, Leo J. Donner, Charles J. Seman, Ming Zhao, Huan Guo, and Yi Ming

:// ), the MERRA-2 products come from NASA Goddard Earth Sciences Data and Information Services Center, and the ERA-Interim products are from the European Centre for Medium-Range Weather Forecasts Internet site. REFERENCES Ackerman , S. A. , R. E. Holz , R. Frey , E. W. Eloranta , B. C. Maddux , and M. McGill , 2008 : Cloud detection with MODIS. Part II: Validation . J. Atmos. Oceanic Technol. , 25 , 1073 – 1086 , . 10.1175/2007JTECHA1053

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Suzana J. Camargo, Claudia F. Giulivi, Adam H. Sobel, Allison A. Wing, Daehyun Kim, Yumin Moon, Jeffrey D. O. Strong, Anthony D. Del Genio, Maxwell Kelley, Hiroyuki Murakami, Kevin A. Reed, Enrico Scoccimarro, Gabriel A. Vecchi, Michael F. Wehner, Colin Zarzycki, and Ming Zhao

models (P3, P4, P5, and P10). Only three models are not tracked with either of these algorithms: P1, P2, and P6. To explore the sensitivity of our results to the tracking algorithm, we will show in the online supplement a few key figures grouped by tracking algorithm. b. Data We compare the models’ environmental fields with those produced by the European Centre for Medium-Range Weather Forecasts (ECMWF) interim reanalysis (ERA-Interim) dataset ( Dee et al. 2011 ), which is available from 1979 to the

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