Inherent benchmark or not? Comparing Nash–Sutcliffe and Kling–Gupta efficiency scores
WJM Knoben, JE Freer… - Hydrology and Earth …, 2019 - hess.copernicus.org
A traditional metric used in hydrology to summarize model performance is the Nash–Sutcliffe
efficiency (NSE). Increasingly an alternative metric, the Kling–Gupta efficiency (KGE), is …
efficiency (NSE). Increasingly an alternative metric, the Kling–Gupta efficiency (KGE), is …
A signal-processing-based interpretation of the Nash–Sutcliffe efficiency
Abstract The Nash–Sutcliffe efficiency (NSE) is a widely used score in hydrology, but it is not
common in the other environmental sciences. One of the reasons for its unpopularity is that …
common in the other environmental sciences. One of the reasons for its unpopularity is that …
Evaluation of random forests for short-term daily streamflow forecasting in rainfall-and snowmelt-driven watersheds
In the past decades, data-driven machine-learning (ML) models have emerged as promising
tools for short-term streamflow forecasting. Among other qualities, the popularity of ML …
tools for short-term streamflow forecasting. Among other qualities, the popularity of ML …
Water-quality data imputation with a high percentage of missing values: A machine learning approach
R Rodríguez, M Pastorini, L Etcheverry, C Chreties… - Sustainability, 2021 - mdpi.com
The monitoring of surface-water quality followed by water-quality modeling and analysis are
essential for generating effective strategies in surface-water-resource management …
essential for generating effective strategies in surface-water-resource management …
A novel spatial optimization approach for the cost-effectiveness improvement of LID practices based on SWMM-FTC
S Li, Z Wang, X Wu, Z Zeng, P Shen, C Lai - Journal of Environmental …, 2022 - Elsevier
Due to the increasingly frequent occurrence of urban waterlogging, the spatial optimization
of low impact development (LID) practices has been commonly used to detain and reduce …
of low impact development (LID) practices has been commonly used to detain and reduce …
Evaluating satellite-based evapotranspiration estimates for hydrological applications in data-scarce regions: A case in Ethiopia
Water resource development opens up opportunities for improving smallholder farmer
livelihoods in sub-Saharan Africa; however, implementation of water resource interventions …
livelihoods in sub-Saharan Africa; however, implementation of water resource interventions …
Accurate water level predictions in a tidal reach: Integration of Physics-based and Machine learning approaches
Accurate water level prediction is very important for coastal construction and flood
prevention in an estuarine area. However, it is challenging to represent the water level …
prevention in an estuarine area. However, it is challenging to represent the water level …
The contribution of typhoon local and remote forcings to storm surge along the Makou-Dahengqin tidal reach of Pearl River Estuary
Due to the interaction between upstream discharge and astronomical tides in tidal reaches,
the typhoon-induced storm surge processes are quite different from that in other coastal …
the typhoon-induced storm surge processes are quite different from that in other coastal …
Insights into the aerodynamic versus radiometric surface temperature debate in thermal‐based evaporation modeling
Global evaporation monitoring from Earth observation thermal infrared satellite missions is
historically challenged due to the unavailability of any direct measurements of aerodynamic …
historically challenged due to the unavailability of any direct measurements of aerodynamic …
Assessing impacts of climate variability and changing cropping patterns on regional evapotranspiration, yield and water productivity in California's San Joaquin …
Climate variability and changing cropping patterns are two main factors directly influencing
catchment hydrological processes and agricultural productivity. Assessing the response of …
catchment hydrological processes and agricultural productivity. Assessing the response of …