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 …

Selecting model parameter sets from a trade-off surface generated from the non-dominated sorting genetic algorithm-II

G Dumedah, AA Berg, M Wineberg… - Water resources …, 2010 - Springer
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 …

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 …

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 …

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 …

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 …

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 …

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 …

Modeling of uncertainty in the estimation of hydrograph components in conjunction with the SUFI-2 optimization algorithm by using multiple objective functions

S Verma, MK Verma, AD Prasad, DJ Mehta… - Modeling Earth Systems …, 2024 - Springer
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 …

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 …