Automatic model calibration
โ Scribed by Klaus Eckhardt; Nicola Fohrer; Hans-Georg Frede
- Publisher
- John Wiley and Sons
- Year
- 2005
- Tongue
- English
- Weight
- 186 KB
- Volume
- 19
- Category
- Article
- ISSN
- 0885-6087
- DOI
- 10.1002/hyp.5613
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โฆ Synopsis
Abstract
Model calibration allows reducing parameter uncertainty and, therefore, uncertainty in simulation results. In the present study, automatic model calibration with the shuffled complex evolution algorithm is demonstrated using the example of the distributed conceptual model SWATโG, a derivative of the Soil and Water Assessment Tool (SWAT). The special challenge in calibrating SWAT is that it describes many physical processes and therefore is highly parameterized. Moreover, as SWAT or SWATโG, respectively, is a distributed model, the parameters may take on different values in different spatial subunits of a catchment model. A strategy of imposing constraints on the parameters to limit the number of independently calibrated values is outlined and applied to the model of a mesoscale low mountain range catchment. Copyright ยฉ 2005 John Wiley & Sons, Ltd.
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