Comparing single and multi-objective hydrologic model calibration considering reservoir inflow and streamflow observations
J Bomhof, BA Tolson, N Kouwen - Canadian Water Resources …, 2019 - Taylor & Francis
Calibration techniques were investigated on how to best optimize a 149 parameter,
distributed hydrological model of the Lake of the Woods–Rainy Lake (LOWRL) watershed …
distributed hydrological model of the Lake of the Woods–Rainy Lake (LOWRL) watershed …
Selecting model parameter sets from a trade-off surface generated from the non-dominated sorting genetic algorithm-II
There is increasing trend in the use of multi-objective genetic algorithms (GAs) to estimate
parameter sets in the calibration of hydrological models. Multi-objective GAs facilitate the …
parameter sets in the calibration of hydrological models. Multi-objective GAs facilitate the …
Use of an entropy‐based metric in multiobjective calibration to improve model performance
IG Pechlivanidis, B Jackson… - Water Resources …, 2014 - Wiley Online Library
Parameter estimation for hydrological models is complicated for many reasons, one of which
is the arbitrary emphasis placed, by most traditional measures of fit, on various magnitudes …
is the arbitrary emphasis placed, by most traditional measures of fit, on various magnitudes …
Use of the data depth function to differentiate between case of interpolation and extrapolation in hydrological model prediction
SK Singh, H McMillan, A Bárdossy - Journal of hydrology, 2013 - Elsevier
Hydrological models are subject to significant sources of uncertainty including input data,
model structure and parameter uncertainty. A key requirement for an operational flow …
model structure and parameter uncertainty. A key requirement for an operational flow …
A process‐oriented, multiple‐objective calibration strategy accounting for model structure
R Turcotte, AN Rousseau, JP Fortin… - … of watershed models, 2003 - Wiley Online Library
The Quebec Hydrological Expertise Center and Hydro-Quebec are developing an
operational forecasting system for 3-hour stream flow predictions using a distributed …
operational forecasting system for 3-hour stream flow predictions using a distributed …
Hydrological model performance comparison through uncertainty recognition and quantification
S Chiang, Y Tachikawa, K Takara - Hydrological Processes: An …, 2007 - Wiley Online Library
In this study, a methodology which is capable of identifying the uncertainty of prediction
through recognizing and quantifying the different sources of uncertainty in hydrologic …
through recognizing and quantifying the different sources of uncertainty in hydrologic …
Toward improved calibration of hydrologic models: Multiple and noncommensurable measures of information
HV Gupta, S Sorooshian… - Water Resources Research, 1998 - Wiley Online Library
Several contributions to the hydrological literature have brought into question the continued
usefulness of the classical paradigm for hydrologic model calibration. With the growing …
usefulness of the classical paradigm for hydrologic model calibration. With the growing …
Status of automatic calibration for hydrologic models: Comparison with multilevel expert calibration
HV Gupta, S Sorooshian, PO Yapo - Journal of hydrologic …, 1999 - ascelibrary.org
The usefulness of a hydrologic model depends on how well the model is calibrated.
Therefore, the calibration procedure must be conducted carefully to maximize the reliability …
Therefore, the calibration procedure must be conducted carefully to maximize the reliability …
Modeling of uncertainty in the estimation of hydrograph components in conjunction with the SUFI-2 optimization algorithm by using multiple objective functions
Uncertainty in hydrological modeling results can arise from various causes (particularly, but
not limited to, improper model structure, making it essential to quantify this uncertainty to …
not limited to, improper model structure, making it essential to quantify this uncertainty to …
Multi-objective parameter calibration and multi-attribute decision-making: an application to conceptual hydrological model calibration
J Zhou, S Ouyang, X Wang, L Ye, H Wang - Water resources management, 2014 - Springer
For calibrating the conceptual hydrological models (CHM), the traditional calibration method
with a single objective cannot properly measure all the behaviors of the hydrological system …
with a single objective cannot properly measure all the behaviors of the hydrological system …