Journalartikel
Autorenliste: Exbrayat, J.-F.; Viney, N.R.; Seibert, J.; Frede, H.-G.; Breuer, L.
Jahr der Veröffentlichung: 2011
Seiten: 43-50
Zeitschrift: Advances in Geosciences
Bandnummer: 29
DOI Link: https://doi.org/10.5194/adgeo-29-43-2011
Verlag: Copernicus Publications
Post-processing the output of different rainfall-runoff models allows one to pool strengths of each model to produce more reliable predictions. As a new approach in the frame of the "Prediction in Ungauged Basins" initiative, this study investigates the geographical transferability of different parameter sets and data-fusion methods which were applied to 5 different rainfall-runoff models for a low-land catchment in Central Sweden. After usual calibration, we adopted a proxy-basin validation approach between two similar but non-nested sub-catchments in order to simulate ungauged conditions.
Abstract:
Many model combinations outperformed the best single model predictions with improvements of efficiencies from 0.70 for the best single model predictions to 0.77 for the best ensemble predictions. However no "best" data-fusion method could be determined as similar performances were obtained with different merging schemes. In general, poorer model performance, i.e. lower efficiency, was less likely to occur for ensembles which included more individual models.
Zitierstile
Harvard-Zitierstil: Exbrayat, J., Viney, N., Seibert, J., Frede, H. and Breuer, L. (2011) Multi-model data fusion as a tool for PUB: example in a Swedish mesoscale catchment, Advances in Geosciences, 29, pp. 43-50. https://doi.org/10.5194/adgeo-29-43-2011
APA-Zitierstil: Exbrayat, J., Viney, N., Seibert, J., Frede, H., & Breuer, L. (2011). Multi-model data fusion as a tool for PUB: example in a Swedish mesoscale catchment. Advances in Geosciences. 29, 43-50. https://doi.org/10.5194/adgeo-29-43-2011
