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Water Resources Management

Erschienen in:

01.09.2013

Automatic Calibration of the SHETRAN Hydrological Modelling System Using MSCE

verfasst von: Rong Zhang, Celso A. G. Santos, Madalena Moreira, Paula K. M. M. Freire, João Corte-Real

Erschienen in: Water Resources Management | Ausgabe 11/2013

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Abstract

Automatic calibration is preferred because it provides an objective and extensive searching in the feasible parameter space. In this study, the Modified Shuffled Complex Evolution (MSCE) optimization algorithm is applied to automatically calibrate the physically-based spatially-distributed hydrological model SHETRAN in the 705-km² semi-arid Cobres basin in southern Portugal, with a spatial resolution of 2 km and a temporal resolution of 1 h. Twenty-two parameters are calibrated for the main types of land-use and soil. Nash-Sutcliffe Efficiency (NSE) is 0.86 for calibration and 0.74 for validation for basin outlet; NSE is respectively 0.65 and 0.82 for calibration, 0.69 and 0.63 for validation of internal gauging stations Albernoa and Entradas. As for storm events, NSE is 0.87 and 0.64 respectively for Storms No.1 (during the calibration period) and No.4 (during the validation period) at basin outlet; it is 0.69 and 0.65 for Storm No.4 respectively at Albernoa and Entradas. The results are satisfactory not only for basin outlet but also for internal gauging stations.

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Titel: Automatic Calibration of the SHETRAN Hydrological Modelling System Using MSCE
verfasst von: Rong Zhang
Celso A. G. Santos
Madalena Moreira
Paula K. M. M. Freire
João Corte-Real
Publikationsdatum: 01.09.2013
Verlag: Springer Netherlands
Erschienen in: Water Resources Management / Ausgabe 11/2013
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI: https://doi.org/10.1007/s11269-013-0395-z

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