[HTML][HTML] Sources of hydrological model uncertainties and advances in their analysis

E Moges, Y Demissie, L Larsen, F Yassin - Water, 2021 - mdpi.com
Water | Free Full-Text | Review: Sources of Hydrological Model Uncertainties and Advances
in Their Analysis Next Article in Journal Assessing the Influence of Compounding Factors to …

Parameter estimation and uncertainty analysis in hydrological modeling

PA Herrera, MA Marazuela… - Wiley Interdisciplinary …, 2022 - Wiley Online Library
Nowadays, mathematical models of hydrological systems are used routinely to guide
decision making in diverse subjects, such as: environmental and risk assessments, design …

Review of surrogate modeling in water resources

S Razavi, BA Tolson, DH Burn - Water Resources Research, 2012 - Wiley Online Library
Surrogate modeling, also called metamodeling, has evolved and been extensively used
over the past decades. A wide variety of methods and tools have been introduced for …

Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions

HR Maier, A Jain, GC Dandy, KP Sudheer - Environmental modelling & …, 2010 - Elsevier
Over the past 15 years, artificial neural networks (ANNs) have been used increasingly for
prediction and forecasting in water resources and environmental engineering. However …

Exploratory modeling for analyzing coupled human-natural systems under uncertainty

EA Moallemi, J Kwakkel, FJ de Haan… - Global Environmental …, 2020 - Elsevier
Modeling is a crucial approach for understanding the past and exploring the future of
coupled human-natural systems. However, uncertainty in various forms challenges …

GLUE: 20 years on

K Beven, A Binley - Hydrological processes, 2014 - Wiley Online Library
This paper reviews the use of the Generalized Likelihood Uncertainty Estimation (GLUE)
methodology in the 20 years since the paper by Beven and Binley in Hydrological …

On uncertainty quantification in hydrogeology and hydrogeophysics

N Linde, D Ginsbourger, J Irving, F Nobile… - Advances in Water …, 2017 - Elsevier
Recent advances in sensor technologies, field methodologies, numerical modeling, and
inversion approaches have contributed to unprecedented imaging of hydrogeological …

Identifying the release history of a groundwater contaminant source based on an ensemble surrogate model

Z Xing, R Qu, Y Zhao, Q Fu, Y Ji, W Lu - Journal of Hydrology, 2019 - Elsevier
In identifying groundwater contaminant sources, given that the simulation model is
computationally inefficient, an ensemble surrogate model is proposed to improve the …

Multiobjective calibration with Pareto preference ordering: An application to rainfall‐runoff model calibration

ST Khu, H Madsen - Water Resources Research, 2005 - Wiley Online Library
Automatic calibration routines for hydrologic models with multiple objective capabilities are
becoming increasingly popular due to advances in computational power, population‐based …

Numerical assessment of metamodelling strategies in computationally intensive optimization

S Razavi, BA Tolson, DH Burn - Environmental Modelling & Software, 2012 - Elsevier
Metamodelling is an increasingly more popular approach for alleviating the computational
burden associated with computationally intensive optimization/management problems in …