Please cite this article in press as: Lima, C.H.R., annual maximum and monthly streamflow. J. H Several studies have shown that statistics of streamflow time series, in particular empirical moments, scale with physical properties of the drainage basin, such as the catchment area. Those scaling laws have been extensively used to estimate statistics of streamflow series at ungauged sites. The rol...