Articles | Volume 13, issue 3
https://doi.org/10.5194/hess-13-395-2009
© Author(s) 2009. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-13-395-2009
© Author(s) 2009. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Mapping model behaviour using Self-Organizing Maps
M. Herbst
Department of Physical Geography, University of Trier, Germany
H. V. Gupta
Department of Hydrology & Water Resources, University of Arizona, Tucson, USA
M. C. Casper
Department of Physical Geography, University of Trier, Germany
Viewed
Total article views: 3,636 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013, article published on 04 Dec 2008)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 1,707 | 1,701 | 228 | 3,636 | 204 | 206 |
- HTML: 1,707
- PDF: 1,701
- XML: 228
- Total: 3,636
- BibTeX: 204
- EndNote: 206
Total article views: 2,913 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013, article published on 18 Mar 2009)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 1,429 | 1,279 | 205 | 2,913 | 190 | 199 |
- HTML: 1,429
- PDF: 1,279
- XML: 205
- Total: 2,913
- BibTeX: 190
- EndNote: 199
Total article views: 723 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013, article published on 04 Dec 2008)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 278 | 422 | 23 | 723 | 14 | 7 |
- HTML: 278
- PDF: 422
- XML: 23
- Total: 723
- BibTeX: 14
- EndNote: 7
Cited
26 citations as recorded by crossref.
- A self-organizing map-based approach for groundwater model parameter identification L. Zhao et al.
- Identifiability analysis: towards constrained equifinality and reduced uncertainty in a conceptual model E. Muñoz et al.
- Diagnostic evaluation of conceptual rainfall–runoff models using temporal clustering N. de Vos et al.
- How do hydrologic modeling decisions affect the portrayal of climate change impacts? P. Mendoza et al.
- Combining a rainfall–runoff model and a regionalization approach for flood and water resource assessment in the western Po Valley, Italy A. Cislaghi et al.
- Simultaneous calibration of surface flow and baseflow simulations: a revisit of the SWAT model calibration framework X. Zhang et al.
- Identifying model consistency through stepwise calibration to capture streamflow variability D. Kundu et al.
- Conceptual evaluation of continental land-surface model behaviour L. Peeters et al.
- Interpreting Self-Organizing Map errors in the classification of ocean patterns F. Matić et al.
- Analysis of projected hydrological behavior of catchments based on signature indices M. Casper et al.
- On the calibration of hydrological models in ungauged basins: A framework for integrating hard and soft hydrological information H. Winsemius et al.
- Effects of different regional climate model resolution and forcing scales on projected hydrologic changes P. Mendoza et al.
- Evaluation of nine large‐scale hydrological models with respect to the seasonal runoff climatology in Europe L. Gudmundsson et al.
- Combining a geoelectrical survey with integrated groundwater quality data to map the spatial distribution and temporal variations of a leachate plume in a closed landfill (Southern Ontario, Canada) V. Costanzo-Alvarez et al.
- How to improve the representation of hydrological processes in SWAT for a lowland catchment – temporal analysis of parameter sensitivity and model performance B. Guse et al.
- A hybrid model of self organizing maps and least square support vector machine for river flow forecasting S. Ismail et al.
- Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling H. Gupta et al.
- Catchment classification by runoff behaviour with self-organizing maps (SOM) R. Ley et al.
- Characterization of soil moisture response patterns and hillslope hydrological processes through a self-organizing map E. Lee & S. Kim
- Enhanced SWAT calibration through intelligent range-based parameter optimization L. Zhao et al.
- Visualization Framework for High-Dimensional Spatio-Temporal Hydrological Gridded Datasets using Machine-Learning Techniques A. Mazher
- Optimizing hydrological consistency by incorporating hydrological signatures into model calibration objectives M. Shafii & B. Tolson
- On the use of spatial regularization strategies to improve calibration of distributed watershed models P. Pokhrel & H. Gupta
- Use of an entropy‐based metric in multiobjective calibration to improve model performance I. Pechlivanidis et al.
- Evaluation of Climate Driven Simulations of Po River Flow from 1971 to 2000 Through Flow-Duration Curve Indices: Preliminary Results R. Vezzoli et al.
- Process verification of a hydrological model using a temporal parameter sensitivity analysis M. Pfannerstill et al.
26 citations as recorded by crossref.
- A self-organizing map-based approach for groundwater model parameter identification L. Zhao et al.
- Identifiability analysis: towards constrained equifinality and reduced uncertainty in a conceptual model E. Muñoz et al.
- Diagnostic evaluation of conceptual rainfall–runoff models using temporal clustering N. de Vos et al.
- How do hydrologic modeling decisions affect the portrayal of climate change impacts? P. Mendoza et al.
- Combining a rainfall–runoff model and a regionalization approach for flood and water resource assessment in the western Po Valley, Italy A. Cislaghi et al.
- Simultaneous calibration of surface flow and baseflow simulations: a revisit of the SWAT model calibration framework X. Zhang et al.
- Identifying model consistency through stepwise calibration to capture streamflow variability D. Kundu et al.
- Conceptual evaluation of continental land-surface model behaviour L. Peeters et al.
- Interpreting Self-Organizing Map errors in the classification of ocean patterns F. Matić et al.
- Analysis of projected hydrological behavior of catchments based on signature indices M. Casper et al.
- On the calibration of hydrological models in ungauged basins: A framework for integrating hard and soft hydrological information H. Winsemius et al.
- Effects of different regional climate model resolution and forcing scales on projected hydrologic changes P. Mendoza et al.
- Evaluation of nine large‐scale hydrological models with respect to the seasonal runoff climatology in Europe L. Gudmundsson et al.
- Combining a geoelectrical survey with integrated groundwater quality data to map the spatial distribution and temporal variations of a leachate plume in a closed landfill (Southern Ontario, Canada) V. Costanzo-Alvarez et al.
- How to improve the representation of hydrological processes in SWAT for a lowland catchment – temporal analysis of parameter sensitivity and model performance B. Guse et al.
- A hybrid model of self organizing maps and least square support vector machine for river flow forecasting S. Ismail et al.
- Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling H. Gupta et al.
- Catchment classification by runoff behaviour with self-organizing maps (SOM) R. Ley et al.
- Characterization of soil moisture response patterns and hillslope hydrological processes through a self-organizing map E. Lee & S. Kim
- Enhanced SWAT calibration through intelligent range-based parameter optimization L. Zhao et al.
- Visualization Framework for High-Dimensional Spatio-Temporal Hydrological Gridded Datasets using Machine-Learning Techniques A. Mazher
- Optimizing hydrological consistency by incorporating hydrological signatures into model calibration objectives M. Shafii & B. Tolson
- On the use of spatial regularization strategies to improve calibration of distributed watershed models P. Pokhrel & H. Gupta
- Use of an entropy‐based metric in multiobjective calibration to improve model performance I. Pechlivanidis et al.
- Evaluation of Climate Driven Simulations of Po River Flow from 1971 to 2000 Through Flow-Duration Curve Indices: Preliminary Results R. Vezzoli et al.
- Process verification of a hydrological model using a temporal parameter sensitivity analysis M. Pfannerstill et al.
Saved (final revised paper)
Latest update: 03 May 2026