[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 …

[HTML][HTML] Sensitivity analysis: A discipline coming of age

A Saltelli, A Jakeman, S Razavi, Q Wu - Environmental Modelling & …, 2021 - Elsevier
Sensitivity analysis (SA) as a 'formal'and 'standard'component of scientific development and
policy support is relatively young. Many researchers and practitioners from a wide range of …

Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses

T Iwanaga, W Usher, J Herman - Socio-Environmental Systems …, 2022 - sesmo.org
Sensitivity analysis is now considered a standard practice in environmental modeling.
Several open-source libraries, such as the Sensitivity Analysis Library (SALib), have been …

[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 …

A new framework for comprehensive, robust, and efficient global sensitivity analysis: 1. Theory

S Razavi, HV Gupta - Water Resources Research, 2016 - Wiley Online Library
Computer simulation models are continually growing in complexity with increasingly more
factors to be identified. Sensitivity Analysis (SA) provides an essential means for …

[图书][B] Global sensitivity analysis: the primer

A Saltelli, M Ratto, T Andres, F Campolongo, J Cariboni… - 2008 - books.google.com
Complex mathematical and computational models are used in all areas of society and
technology and yet model based science is increasingly contested or refuted, especially …

[HTML][HTML] Certain trends in uncertainty and sensitivity analysis: An overview of software tools and techniques

D Douglas-Smith, T Iwanaga, BFW Croke… - … Modelling & Software, 2020 - Elsevier
Uncertainty and sensitivity analysis (UA/SA) aid in assessing whether model complexity is
warranted and under what conditions. To support these analyses a variety of software tools …

[HTML][HTML] Why so many published sensitivity analyses are false: A systematic review of sensitivity analysis practices

A Saltelli, K Aleksankina, W Becker, P Fennell… - … modelling & software, 2019 - Elsevier
Sensitivity analysis provides information on the relative importance of model input
parameters and assumptions. It is distinct from uncertainty analysis, which addresses the …

[HTML][HTML] VARS-TOOL: A toolbox for comprehensive, efficient, and robust sensitivity and uncertainty analysis

S Razavi, R Sheikholeslami, HV Gupta… - … modelling & software, 2019 - Elsevier
VARS-TOOL is a software toolbox for sensitivity and uncertainty analysis. Developed
primarily around the “Variogram Analysis of Response Surfaces” framework, VARS-TOOL …

Position paper: Sensitivity analysis of spatially distributed environmental models-a pragmatic framework for the exploration of uncertainty sources

H Koo, T Iwanaga, BFW Croke, AJ Jakeman… - … modelling & software, 2020 - Elsevier
Sensitivity analysis (SA) has been used to evaluate the behavior and quality of
environmental models by estimating the contributions of potential uncertainty sources to …