“…A broad array of gridded model-based runoff estimates are freely available, including but not limited to ECMWF's interim reanalysis (ERA-Interim; Dee et al, 2011), NASA's Modern Era Retrospective-analysis for Research and Applications (MERRA) land dataset (Reichle et al, 2011), the Climate Forecast System Reanalysis (CFSR; Tomy and Sumam, 2016), the second Global Soil Wetness Project (GSWP2; Dirmeyer et al, 2006), the Water Model Intercomparison Project (WaterMIP; Haddeland et al, 2011), and the Global Land Data Assimilation System (GLDAS; Rodell et al, 2004). Recently, the eartH2Observe project has made two ensembles (tier 1 and tier 2) of state-of-the-art global hydrological and land surface model outputs available (http: //www.earth2observe.eu/, last access: 25 April 2018; Beck et al, 2017a;Schellekens et al, 2017).…”