18 Mar 2009
18 Mar 2009
Mapping model behaviour using Self-Organizing Maps
M. Herbst et al.
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Cited
24 citations as recorded by crossref.
- Evaluation of nine large-scale hydrological models with respect to the seasonal runoff climatology in Europe L. Gudmundsson et al. 10.1029/2011WR010911
- Identifiability analysis: towards constrained equifinality and reduced uncertainty in a conceptual model E. Muñoz et al. 10.1080/02626667.2014.892205
- Diagnostic evaluation of conceptual rainfall-runoff models using temporal clustering N. de Vos et al. 10.1002/hyp.7698
- 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. 10.1002/hyp.9777
- How do hydrologic modeling decisions affect the portrayal of climate change impacts? P. Mendoza et al. 10.1002/hyp.10684
- A hybrid model of self organizing maps and least square support vector machine for river flow forecasting S. Ismail et al. 10.5194/hess-16-4417-2012
- 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. 10.1080/02626667.2019.1690656
- Simultaneous calibration of surface flow and baseflow simulations: a revisit of the SWAT model calibration framework X. Zhang et al. 10.1002/hyp.8058
- Identifying model consistency through stepwise calibration to capture streamflow variability D. Kundu et al. 10.1016/j.envsoft.2016.06.013
- Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling H. Gupta et al. 10.1016/j.jhydrol.2009.08.003
- Catchment classification by runoff behaviour with self-organizing maps (SOM) R. Ley et al. 10.5194/hess-15-2947-2011
- Conceptual evaluation of continental land-surface model behaviour L. Peeters et al. 10.1016/j.envsoft.2013.01.007
- Interpreting Self-Organizing Map errors in the classification of ocean patterns F. Matić et al. 10.1016/j.cageo.2018.06.006
- Characterization of soil moisture response patterns and hillslope hydrological processes through a self-organizing map E. Lee & S. Kim 10.5194/hess-25-5733-2021
- Visualization Framework for High-Dimensional Spatio-Temporal Hydrological Gridded Datasets using Machine-Learning Techniques A. Mazher 10.3390/w12020590
- Optimizing hydrological consistency by incorporating hydrological signatures into model calibration objectives M. Shafii & B. Tolson 10.1002/2014WR016520
- On the use of spatial regularization strategies to improve calibration of distributed watershed models P. Pokhrel & H. Gupta 10.1029/2009WR008066
- Analysis of projected hydrological behavior of catchments based on signature indices M. Casper et al. 10.5194/hess-16-409-2012
- Use of an entropy-based metric in multiobjective calibration to improve model performance I. Pechlivanidis et al. 10.1002/2013WR014537
- On the calibration of hydrological models in ungauged basins: A framework for integrating hard and soft hydrological information H. Winsemius et al. 10.1029/2009WR007706
- Evaluation of Climate Driven Simulations of Po River Flow from 1971 to 2000 Through Flow-Duration Curve Indices: Preliminary Results R. Vezzoli et al. 10.2139/ssrn.2491404
- Effects of different regional climate model resolution and forcing scales on projected hydrologic changes P. Mendoza et al. 10.1016/j.jhydrol.2016.08.010
- Process verification of a hydrological model using a temporal parameter sensitivity analysis M. Pfannerstill et al. 10.5194/hess-19-4365-2015
- Development of a data-driven semi-distributed hydrological model for regional scale catchments prone to Mediterranean flash floods M. Adamovic et al. 10.1016/j.jhydrol.2016.03.032
23 citations as recorded by crossref.
- Evaluation of nine large-scale hydrological models with respect to the seasonal runoff climatology in Europe L. Gudmundsson et al. 10.1029/2011WR010911
- Identifiability analysis: towards constrained equifinality and reduced uncertainty in a conceptual model E. Muñoz et al. 10.1080/02626667.2014.892205
- Diagnostic evaluation of conceptual rainfall-runoff models using temporal clustering N. de Vos et al. 10.1002/hyp.7698
- 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. 10.1002/hyp.9777
- How do hydrologic modeling decisions affect the portrayal of climate change impacts? P. Mendoza et al. 10.1002/hyp.10684
- A hybrid model of self organizing maps and least square support vector machine for river flow forecasting S. Ismail et al. 10.5194/hess-16-4417-2012
- 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. 10.1080/02626667.2019.1690656
- Simultaneous calibration of surface flow and baseflow simulations: a revisit of the SWAT model calibration framework X. Zhang et al. 10.1002/hyp.8058
- Identifying model consistency through stepwise calibration to capture streamflow variability D. Kundu et al. 10.1016/j.envsoft.2016.06.013
- Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling H. Gupta et al. 10.1016/j.jhydrol.2009.08.003
- Catchment classification by runoff behaviour with self-organizing maps (SOM) R. Ley et al. 10.5194/hess-15-2947-2011
- Conceptual evaluation of continental land-surface model behaviour L. Peeters et al. 10.1016/j.envsoft.2013.01.007
- Interpreting Self-Organizing Map errors in the classification of ocean patterns F. Matić et al. 10.1016/j.cageo.2018.06.006
- Characterization of soil moisture response patterns and hillslope hydrological processes through a self-organizing map E. Lee & S. Kim 10.5194/hess-25-5733-2021
- Visualization Framework for High-Dimensional Spatio-Temporal Hydrological Gridded Datasets using Machine-Learning Techniques A. Mazher 10.3390/w12020590
- Optimizing hydrological consistency by incorporating hydrological signatures into model calibration objectives M. Shafii & B. Tolson 10.1002/2014WR016520
- On the use of spatial regularization strategies to improve calibration of distributed watershed models P. Pokhrel & H. Gupta 10.1029/2009WR008066
- Analysis of projected hydrological behavior of catchments based on signature indices M. Casper et al. 10.5194/hess-16-409-2012
- Use of an entropy-based metric in multiobjective calibration to improve model performance I. Pechlivanidis et al. 10.1002/2013WR014537
- On the calibration of hydrological models in ungauged basins: A framework for integrating hard and soft hydrological information H. Winsemius et al. 10.1029/2009WR007706
- Evaluation of Climate Driven Simulations of Po River Flow from 1971 to 2000 Through Flow-Duration Curve Indices: Preliminary Results R. Vezzoli et al. 10.2139/ssrn.2491404
- Effects of different regional climate model resolution and forcing scales on projected hydrologic changes P. Mendoza et al. 10.1016/j.jhydrol.2016.08.010
- Process verification of a hydrological model using a temporal parameter sensitivity analysis M. Pfannerstill et al. 10.5194/hess-19-4365-2015
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