Model support tools for Informed Decision Making - MIDAS and sensitivity analysis

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Authors: Matthew Hardy, Elena Bastianon, d'Artis Kancs, Enrico Pisoni, Rossana Rosati
Cited by: 2
References: 28

Abstract

Models play a key role in informing evidence-based policymaking, particularly in addressing complex societal-economic-environmental issues. By promoting informed decision-making and responsible use of models, the European Commission (EC) has developed tools and procedures for a trustworthy modelling workflow. Two complementary good modelling practice tools of the EC are presented, and their crucial role in enhancing modelling transparency is detailed. MIDAS – a publicly accessible meta-database that consolidates a standardised information on models and provides real-time information to modelling-supported EU legislative documents – ensures FAIR principles in model use. Uncertainty and Sensitivity Analysis methods allows us to identify and prioritise sources of uncertainty, and visualise how model uncertainties affect decision-making. To illustrate the role of sensitivity analysis for policy making an application on the Screening for High Emission Reduction Potential on Air (SHERPA) model is presented. The SIML@B tool for global sensitivity analysis developed by European Commission has been employed.

Fields of Study & Subjects

AI-based Problem Solving and Planning Bayesian Modeling and Causal Inference Complex Systems and Decision Making

Publication details

Journal / source
Environmental Modelling & Software
Publisher
Elsevier BV
Volume
197
Pages
106873–106873
Publication date
12 January 2026
Language
EN