A broader look at bivariate distributions applicable in hydrology

► Bivariate frequency modeling in hydrology using copulas has been restrictive. ► We suggest additional bivariate models to increase choice for practitioners. ► Correlation structures of all studied models are shown to be different. ► Same approach can be used to obtain other models.