Sensitivity analysis: A review of recent advances

E Borgonovo, E Plischke - European Journal of Operational Research, 2016 - Elsevier
The solution of several operations research problems requires the creation of a quantitative
model. Sensitivity analysis is a crucial step in the model building and result communication …

[HTML][HTML] Sensitivity analysis of environmental models: A systematic review with practical workflow

F Pianosi, K Beven, J Freer, JW Hall, J Rougier… - … Modelling & Software, 2016 - Elsevier
Sensitivity Analysis (SA) investigates how the variation in the output of a numerical model
can be attributed to variations of its input factors. SA is increasingly being used in …

[HTML][HTML] The future of sensitivity analysis: an essential discipline for systems modeling and policy support

S Razavi, A Jakeman, A Saltelli, C Prieur… - … Modelling & Software, 2021 - Elsevier
Sensitivity analysis (SA) is en route to becoming an integral part of mathematical modeling.
The tremendous potential benefits of SA are, however, yet to be fully realized, both for …

Global sensitivity analysis in hydrological modeling: Review of concepts, methods, theoretical framework, and applications

X Song, J Zhang, C Zhan, Y Xuan, M Ye, C Xu - Journal of hydrology, 2015 - Elsevier
Sensitivity analysis (SA) aims to identify the key parameters that affect model performance
and it plays important roles in model parameterization, calibration, optimization, and …

The evolution of process-based hydrologic models: historical challenges and the collective quest for physical realism

MP Clark, MFP Bierkens, L Samaniego… - Hydrology and Earth …, 2017 - hess.copernicus.org
The diversity in hydrologic models has historically led to great controversy on the correct
approach to process-based hydrologic modeling, with debates centered on the adequacy of …

[CARTE][B] Basics and trends in sensitivity analysis: Theory and practice in R

In many fields, such as environmental risk assessment, agronomic system behavior,
aerospace engineering, and nuclear safety, mathematical models turned into computer code …

[HTML][HTML] Which sensitivity analysis method should I use for my agent-based model?

G Ten Broeke, G Van Voorn… - Journal of Artificial …, 2016 - jasss.soc.surrey.ac.uk
Existing methodologies of sensitivity analysis may be insufficient for a proper analysis of
Agent-based Models (ABMs). Most ABMs consist of multiple levels, contain various …

What do we mean by sensitivity analysis? The need for comprehensive characterization of “global” sensitivity in E arth and E nvironmental systems models

S Razavi, HV Gupta - Water Resources Research, 2015 - Wiley Online Library
Sensitivity analysis is an essential paradigm in Earth and Environmental Systems modeling.
However, the term “sensitivity” has a clear definition, based in partial derivatives, only when …

Physically based modeling in catchment hydrology at 50: Survey and outlook

C Paniconi, M Putti - Water Resources Research, 2015 - Wiley Online Library
Integrated, process‐based numerical models in hydrology are rapidly evolving, spurred by
novel theories in mathematical physics, advances in computational methods, insights from …

An interactive graphical interface tool for parameter calibration, sensitivity analysis, uncertainty analysis, and visualization for the Soil and Water Assessment Tool

TV Nguyen, J Dietrich, TD Dang, DA Tran… - … Modelling & Software, 2022 - Elsevier
Abstract The Soil and Water Assessment Tool (SWAT) is one of the most widely used and
well-tested eco-hydrological models. However, parameter calibration, sensitivity analysis …