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Modelling errors calculation adapted to rainfall - runoff model user expectations and discharge data uncertainties

Douinot, Audrey and Roux, Hélène and Dartus, Denis Modelling errors calculation adapted to rainfall - runoff model user expectations and discharge data uncertainties. (2017) Environmental Modelling and Software, 90. 157-166. ISSN 1364-8152

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Official URL: http://dx.doi.org/10.1016/j.envsoft.2017.01.007

Abstract

A novel objective function for rainfall-runoff model calibration, named Discharge Envelop Catching (DEC), is proposed. DEC meets the objectives of: i) taking into account uncertainty of discharge observations, ii) enabling the end-user to define an acceptable uncertainty, that best fits his needs, for each part of the simulated hydrograph. A calibration methodology based on DEC is demonstrated on MARINE, an existing hydrological model dedicated to flash floods. Calibration results of state-of-the-art objective functions are benchmarked against the proposed objective function. The demonstration highlights the usefulness of the DEC objective function in identifying the strengths and weaknesses of a model in reproducing hydrological processes. These results emphasize the added value of considering uncertainty of discharge observations during calibration and of refining the measure of model error according to the objectives of the hydrological model.

Item Type:Article
Additional Information:Thanks to Elsevier. The definitive version of this document is available at: http://dx.doi.org/10.1016/j.envsoft.2017.01.007. This author's post-print version is licensed under a Creative Commons Attribution Non-Commercial No Derivatives License.
HAL Id:hal-01457058
Audience (journal):International peer-reviewed journal
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
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Deposited On:06 Feb 2017 10:21

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