The GR4H model

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Table of contents

1 Introduction 
2 Research area 
2.1 Meuse River basin
2.2 Sub-basins selection
3 The models 
3.1 HBV-96
3.2 GR4H
3.3 OpenStreams models
3.3.1 wflow hbv
3.3.2 wflow sbm
4 The forecasting platform 
5 Methods 
5.1 From GR4H to wflow gr4
5.2 Simulations
5.2.1 Data import and transformation
5.2.2 Simulations execution
5.2.3 Performance assessment
5.3 Hindcasts
5.3.1 Data import and transformation
5.3.2 Hindcasts execution
5.3.3 Error correction
5.3.4 Performance assessment
6 Results 
6.1 From GR4H to wflow gr4
6.2 Simulations
6.2.1 Overall statistical model performance assessment
6.2.2 Model dynamics performance assessment: peakflows and low flows
6.3 Hindcasts
6.3.1 Ensemble skill analysis
6.3.2 Ensemble distribution analysis
7 Discussion 
7.1 HBV-96 model performance
7.2 wflow gr4 model performance
7.3 wflow hbv model performance
7.4 wflow sbm model performance
7.5 Simulated peaks time lag error
7.6 The case of the Chiers in Carignan
8 Conclusions and recommendations 
8.1 Conclusions
8.2 Recommendations
9 Acknowledgments
A Rhine river system 
B HBV-96 model 
C GR4J model 
D OpenStreams models 
E The forecasting platform 
F Data import and transformation 
G Calibration of the wflow gr4 model 
H Simulations results