Projects per year
Abstract
Global Sensitivity Analysis (GSA) is increasingly used in the development and assessment of environmental models. Here we present a Matlab/Octave toolbox for the application of GSA, called SAFE (Sensitivity Analysis For Everybody). It implements several established GSA methods and allows for easily integrating others. All methods implemented in SAFE support the assessment of the robustness and convergence of sensitivity indices. Furthermore, SAFE includes numerous visualisation tools for the effective investigation and communication of GSA results. The toolbox is designed to make GSA accessible to non-specialist users, and to provide a fully commented code for more experienced users to complement their own tools. The documentation includes a set of workflow scripts with practical guidelines on how to apply GSA and how to use the toolbox. SAFE is open source and freely available for academic and non-commercial purpose. Ultimately, SAFE aims at contributing towards improving the diffusion and quality of GSA practice in the environmental modelling community.
Original language | English |
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Pages (from-to) | 80-85 |
Number of pages | 6 |
Journal | Environmental Modelling and Software |
Volume | 70 |
DOIs | |
Publication status | Published - 1 Aug 2015 |
Research Groups and Themes
- Water and Environmental Engineering
Keywords
- Global Sensitivity Analysis
- Matlab
- Octave
- Open-source software
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Dive into the research topics of 'A Matlab toolbox for Global Sensitivity Analysis'. Together they form a unique fingerprint.Projects
- 1 Finished
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CREDIBLE (Revision of FEC id 120483)
Wagener, T. (Principal Investigator)
1/09/12 → 30/09/17
Project: Research
Profiles
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Dr Francesca Pianosi
- School of Civil, Aerospace and Design Engineering - Associate Professor in Water & Environmental Engineering
- Water and Environmental Engineering
- Cabot Institute for the Environment
Person: Academic , Member