An Introduction to the SAFE Matlab Toolbox With Practical Examples and Guidelines

Fanny Sarrazin, Francesca Pianosi, Thorsten Wagener

Research output: Chapter in Book/Report/Conference proceedingChapter in a book

3 Citations (Scopus)

Abstract

The chapter introduces a Matlab/Octave toolbox called SAFE (Sensitivity Analysis For Everybody). The software implements the most widely used as well as new global sensitivity analysis (GSA) methods as functions and provides support for their application. SAFE includes a wide range of tools that can help users to address critical choices when applying GSA (e.g., choice of sample size or of parameter ranges). Commented workflow scripts suggest how to use and combine the different functions present in SAFE. The software is open source and freely available for academic and noncommercial purposes, and it has already been used in a wide range of application areas. Here we aim in particular at giving practical advice for performing a robust GSA with SAFE. We also demonstrate some of the numerical and visual analyses that can be realized with the software through examples of applications from the literature.
Original languageEnglish
Title of host publicationSensitivity Analysis in Earth Observation Modelling
EditorsGeorge Petropoulos, Prashant K Srivastava
PublisherAmsterdam:Elsevier
Pages363–378
Edition1
ISBN (Electronic)9780128030110
ISBN (Print)9780128030110
DOIs
Publication statusPublished - 2017

Keywords

  • Global sensitivity analysis
  • Matlab
  • Octave
  • Open source software
  • Visualization tools

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