“…This study is based on an "ensemble of opportunity" comprising 17 Earth system models: NCAR CESM1 (Moore et al, 2013), 5 models from the OCMIP5 framework: NCAR CCSM3-BEC (Collins et al, 2006), NCAR CSM1.4-carbon , BCCR BCM-C (Assmann et al, 2010), IPSL-CM4 (Aumont et al, 2003) and COSMOS (Jungclaus et al, 2006); and 11 CMIP5 models: , CanESM2 , GFDL-ESM2M , HadGEM2-CC and HadGEM2-ES (Palmer and Totterdell, 2001), IPSL-CM5A-LR, IPSL-CM5A-MR and IPSL-CM5B-LR , MIROC-ESM (Watanabe et al, 2011), MPI-ESM-LR and MPI-ESM-MR , and NorESM1-ME .…”