A method for extending stage-discharge relationships using a hydrodynamic model and quantifying the associated uncertainty

•Examine the suitability of physically based HD model on streamflow simulation.•Generate ‘synthetic’ stage – discharge relationship at high stages.•Construct the synthetic rating curve with uncertainty estimation.•Adjust the synthetic rating curve to for use in the historical streamflow data.•Apply the method to gauging streamflow in Queensland of Australia.