Articles | Volume 23, issue 10
https://doi.org/10.5194/hess-23-4323-2019
© Author(s) 2019. 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-23-4323-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Technical note: Inherent benchmark or not? Comparing Nash–Sutcliffe and Kling–Gupta efficiency scores
Wouter J. M. Knoben
CORRESPONDING AUTHOR
Department of Civil Engineering, University of Bristol, Bristol, BS8 1TR, UK
now at: University of Saskatchewan Coldwater Laboratory, Canmore, Alberta, Canada
Jim E. Freer
School of Geographical Sciences, University of Bristol, Bristol, BS8 1BF, UK
Cabot Institute, University of Bristol, Bristol, BS8 1UJ, UK
Ross A. Woods
Department of Civil Engineering, University of Bristol, Bristol, BS8 1TR, UK
Cabot Institute, University of Bristol, Bristol, BS8 1UJ, UK
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Discussed (final revised paper)
Latest update: 23 Nov 2024
Short summary
The accuracy of model simulations can be quantified with so-called efficiency metrics. The Nash–Sutcliffe efficiency (NSE) has been often used in hydrology, but recently the Kling–Gupta efficiency (KGE) is gaining in popularity. We show that lessons learned about which NSE scores are
acceptabledo not necessarily translate well into understanding of the KGE metric.
The accuracy of model simulations can be quantified with so-called efficiency metrics. The...