where t is the Student-t factor for the specified confidence p and degrees of freedom N ens -1. In the case where we are using the ensemble standard deviation only as a relative indicator of total error within the dataset (Fig. ), the uncertainty bounds will be the standard deviation as given in Eq. ( ) and scaled to match the average error of the competing uncertainty method.