Articles | Volume 25, issue 4
https://doi.org/10.5194/hess-25-2187-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-25-2187-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Technical note
| 
22 Apr 2021
Technical note |
| 22 Apr 2021
| 22 Apr 2021
Technical note: Diagnostic efficiency – specific evaluation of model performance
Robin Schwemmle
CORRESPONDING AUTHOR
University of Freiburg, Faculty of Environment and Natural Resources,
Chair of Hydrology, Freiburg, Germany
Dominic Demand
University of Freiburg, Faculty of Environment and Natural Resources,
Chair of Hydrology, Freiburg, Germany
Markus Weiler
University of Freiburg, Faculty of Environment and Natural Resources,
Chair of Hydrology, Freiburg, Germany
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Cited
16 citations as recorded by crossref.
- Hydrodynamic Parameter Estimation for Simulating Soil-Vegetation-Atmosphere Hydrology Across Forest Stands in the Strengbach Catchment B. Belfort et al. https://doi.org/10.3390/hydrology13010011
- RoGeR v3.0.5 – a process-based hydrological toolbox model in Python R. Schwemmle et al. https://doi.org/10.5194/gmd-17-5249-2024
- Hydrogeological forecasting of deep-seated landslides dynamics: structure and sensitivity of tank models O. Béjean-Maillard et al. https://doi.org/10.1007/s10346-025-02482-2
- Frequency-based performance measure for hydrologic model evaluation R. Teegavarapu et al. https://doi.org/10.1016/j.jhydrol.2022.127583
- Comparison of artificial neural networks and reservoir models for simulating karst spring discharge on five test sites in the Alpine and Mediterranean regions G. Cinkus et al. https://doi.org/10.5194/hess-27-1961-2023
- When best is the enemy of good – critical evaluation of performance criteria in hydrological models G. Cinkus et al. https://doi.org/10.5194/hess-27-2397-2023
- Innovative water management using abandoned quarries for urban water supply and flood mitigation M. RinishaKartheeshwari et al. https://doi.org/10.1007/s10668-024-04716-0
- Optimizing category-based statistical metrics for selecting global climate models in rainfall projections for Peninsular Malaysia Z. Sa’adi et al. https://doi.org/10.1007/s00704-025-05952-8
- A review of models for simulating the soil-plant interface for different climatic conditions and land uses in the Loess Plateau, China T. Turkeltaub et al. https://doi.org/10.1016/j.ecolmodel.2022.110173
- A Signature‐Based Hydrologic Efficiency Metric for Model Calibration and Evaluation in Gauged and Ungauged Catchments M. Kiraz et al. https://doi.org/10.1029/2023WR035321
- Improvement of the KarstMod modelling platform for a better assessment of karst groundwater resources V. Sivelle et al. https://doi.org/10.5194/hess-29-1259-2025
- Friends don't let friends use Nash-Sutcliffe Efficiency (NSE) or KGE for hydrologic model accuracy evaluation: A rant with data and suggestions for better practice G. Williams https://doi.org/10.1016/j.envsoft.2025.106665
- Temporal Scale‐Dependent Sensitivity Analysis for Hydrological Model Parameters Using the Discrete Wavelet Transform and Active Subspaces D. Bittner et al. https://doi.org/10.1029/2020WR028511
- Utilization of Google Earth Engine for Assessment of Daily and Seasonal Variations of TRMM3B43-v7, GPM-v6 and PERSIANN-CDR Data Over the Coastline of Pahang State, Malaysia A. Akbari et al. https://doi.org/10.1007/s12524-022-01657-x
- Confidence intervals of the Kling-Gupta efficiency J. Vrugt & D. de Oliveira https://doi.org/10.1016/j.jhydrol.2022.127968
- A Robust Calibration and Evaluation Framework for Dynamic Catchment Characteristics in Hydrological Modeling T. Lan et al. https://doi.org/10.5194/hess-30-2455-2026
16 citations as recorded by crossref.
- Hydrodynamic Parameter Estimation for Simulating Soil-Vegetation-Atmosphere Hydrology Across Forest Stands in the Strengbach Catchment B. Belfort et al. https://doi.org/10.3390/hydrology13010011
- RoGeR v3.0.5 – a process-based hydrological toolbox model in Python R. Schwemmle et al. https://doi.org/10.5194/gmd-17-5249-2024
- Hydrogeological forecasting of deep-seated landslides dynamics: structure and sensitivity of tank models O. Béjean-Maillard et al. https://doi.org/10.1007/s10346-025-02482-2
- Frequency-based performance measure for hydrologic model evaluation R. Teegavarapu et al. https://doi.org/10.1016/j.jhydrol.2022.127583
- Comparison of artificial neural networks and reservoir models for simulating karst spring discharge on five test sites in the Alpine and Mediterranean regions G. Cinkus et al. https://doi.org/10.5194/hess-27-1961-2023
- When best is the enemy of good – critical evaluation of performance criteria in hydrological models G. Cinkus et al. https://doi.org/10.5194/hess-27-2397-2023
- Innovative water management using abandoned quarries for urban water supply and flood mitigation M. RinishaKartheeshwari et al. https://doi.org/10.1007/s10668-024-04716-0
- Optimizing category-based statistical metrics for selecting global climate models in rainfall projections for Peninsular Malaysia Z. Sa’adi et al. https://doi.org/10.1007/s00704-025-05952-8
- A review of models for simulating the soil-plant interface for different climatic conditions and land uses in the Loess Plateau, China T. Turkeltaub et al. https://doi.org/10.1016/j.ecolmodel.2022.110173
- A Signature‐Based Hydrologic Efficiency Metric for Model Calibration and Evaluation in Gauged and Ungauged Catchments M. Kiraz et al. https://doi.org/10.1029/2023WR035321
- Improvement of the KarstMod modelling platform for a better assessment of karst groundwater resources V. Sivelle et al. https://doi.org/10.5194/hess-29-1259-2025
- Friends don't let friends use Nash-Sutcliffe Efficiency (NSE) or KGE for hydrologic model accuracy evaluation: A rant with data and suggestions for better practice G. Williams https://doi.org/10.1016/j.envsoft.2025.106665
- Temporal Scale‐Dependent Sensitivity Analysis for Hydrological Model Parameters Using the Discrete Wavelet Transform and Active Subspaces D. Bittner et al. https://doi.org/10.1029/2020WR028511
- Utilization of Google Earth Engine for Assessment of Daily and Seasonal Variations of TRMM3B43-v7, GPM-v6 and PERSIANN-CDR Data Over the Coastline of Pahang State, Malaysia A. Akbari et al. https://doi.org/10.1007/s12524-022-01657-x
- Confidence intervals of the Kling-Gupta efficiency J. Vrugt & D. de Oliveira https://doi.org/10.1016/j.jhydrol.2022.127968
- A Robust Calibration and Evaluation Framework for Dynamic Catchment Characteristics in Hydrological Modeling T. Lan et al. https://doi.org/10.5194/hess-30-2455-2026
Saved (final revised paper)
Latest update: 01 Jun 2026
Short summary
A better understanding of the reasons why model performance is unsatisfying represents a crucial part for meaningful model evaluation. We propose the novel diagnostic efficiency (DE) measure and diagnostic polar plots. The proposed evaluation approach provides a diagnostic tool for model developers and model users and facilitates interpretation of model performance.
A better understanding of the reasons why model performance is unsatisfying represents a crucial...
