An educational model for ensemble streamflow simulation and uncertainty analysis

Author:

AghaKouchak A.,Nakhjiri N.,Habib E.

Abstract

Abstract. This paper presents a hands-on modeling toolbox, HBV-Ensemble, designed as a complement to theoretical hydrology lectures, to teach hydrological processes and their uncertainties. The HBV-Ensemble can be used for in-class lab practices and homework assignments, and assessment of students' understanding of hydrological processes. Using this model, students can gain more insights into how hydrological processes (e.g., precipitation, snowmelt and snow accumulation, soil moisture, evapotranspiration and runoff generation) are interconnected. The model includes a MATLAB Graphical User Interface (GUI) and an ensemble simulation scheme that can be used for not only hydrological processes, but also for teaching uncertainty analysis, parameter estimation, ensemble simulation and model sensitivity.

Publisher

Copernicus GmbH

Reference26 articles.

1. AghaKouchak, A. and Habib, E.: Application of a conceptual hydrologic model in teaching hydrologic processes, Int. J. Eng. Educ., 26, 963–973, 2010.

2. AghaKouchak, A., Bárdossy, A., and Habib, E.: Copula-based uncertainty modeling: Application to multi-sensor precipitation estimates, Hydrol. Process., 24, 2111–2124, 2010.

3. Bell, V. A. and Moore, R. J.: The sensitivity of catchment runoff models to rainfall data at different spatial scales, Hydrol. Earth Syst. Sci., 4, 653–667, https://doi.org/10.5194/hess-4-653-2000, 2000.

4. Bergström, S.: The HBV model, computer models of watershed hydrology, in: Computer Models of Watershed Hydrology, edited by: Singh, V., Water Resources Publications, 443–476, 1995.

5. Beven, K. J.: Rainfall-Runoff Modelling: The Primer, John Wiley and Sons, 2001.

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