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Engineering and Technology

D-Index
66
Citations
52215
World Ranking
1358
National Ranking
30

Overview

Andrea Saltelli is affiliated with the UPF Barcelona School of Management in Spain. Their recent research contributions span various domains including sensitivity analysis, sustainability, and water resource management.

Saltelli's recent published papers include:

  • The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020, Environmental Modelling & Software)
  • Five ways to ensure that models serve society: a manifesto (2020, Nature)
  • The technique is never neutral. How methodological choices condition the generation of narratives for sustainability (2020, Environmental Science & Policy)
  • Irrigated areas drive irrigation water withdrawals (2021, Nature Communications)
  • Quantitative Storytelling in the Making of a Composite Indicator (2020, Social Indicators Research)

They frequently collaborate with a core group of co-authors including Arnald Puy, Samuele Lo Piano, Monica Di Fiore, Erik S. Reinert, and J.P. van der Sluijs.

Andrea Saltelli has published extensively in several academic venues, with notable frequency in:

  • SSRN Electronic Journal
  • Environmental Modelling & Software
  • arXiv (Cornell University)
  • Environmental Science & Policy
  • Nature Communications

The scope of their research crosses several interconnected fields of study and subfields, such as:

  • Statistics, Probability and Uncertainty
  • Sociology and Political Science
  • Water Science and Technology
  • Computational Theory and Mathematics
  • Management Science and Operations Research

Main topics explored in Andrea Saltelli's work focus on methodologies and applications including:

  • Probabilistic and Robust Engineering Design
  • Advanced Multi-Objective Optimization Algorithms
  • Water resources management and optimization
  • Hydrology and Watershed Management Studies
  • Philosophy and History of Science
  • Water-Energy-Food Nexus Studies
  • Regional Development and Policy

Best Publications

  • Global sensitivity analysis : the primer

    Andrea Saltelli

  • Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index

    Andrea Saltelli;Paola Annoni;Ivano Azzini;Francesca Campolongo

  • Handbook on Constructing Composite Indicators: Methodology and User Guide

    Michela Nardo;Michaela Saisana;Andrea Saltelli;Stefano Tarantola

  • Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models

    Andrea Saltelli;Stefano Tarantola;Francesca Campolongo;Marco Ratto

  • Making best use of model evaluations to compute sensitivity indices

    Andrea Saltelli

  • Importance measures in global sensitivity analysis of nonlinear models

    Toshimitsu Homma;Andrea Saltelli

  • An effective screening design for sensitivity analysis of large models

    Francesca Campolongo;Jessica Cariboni;Andrea Saltelli

  • A quantitative model-independent method for global sensitivity analysis of model output

    A. Saltelli;S. Tarantola;K. P.-S. Chan

  • Sensitivity analysis for importance assessment.

    Andrea Saltelli

  • How to avoid a perfunctory sensitivity analysis

    Andrea Saltelli;Paola Annoni

  • Sensitivity Analysis as an Ingredient of Modeling

    A. Saltelli;S. Tarantola;F. Campolongo

  • Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators

    M Saisana;A Saltelli;S Tarantola

  • Sensitivity Anaysis as an Ingredient of Modeling

    A. Saltelli;S. Tarantola;F. Campolongo

  • Sensitivity Analysis for Chemical Models

    Andrea Saltelli;Marco Ratto;Stefano Tarantola;Francesca Campolongo

  • Why so many published sensitivity analyses are false: A systematic review of sensitivity analysis practices

    Andrea Saltelli;Andrea Saltelli;Ksenia Aleksankina;William Becker;Pamela Fennell

  • Sensitivity analysis practices: Strategies for model-based inference

    Andrea Saltelli;Marco Ratto;Stefano Tarantola;Francesca Campolongo

  • Sensitivity Measures, ANOVA-like Techniques and the Use of Bootstrap

    G. E. B. Archer;A. Saltelli;I. M. Sobol

  • The role of sensitivity analysis in ecological modelling

    J. Cariboni;D. Gatelli;R. Liska;A. Saltelli

  • Sensitivity analysis in practice

    Andrea Saltelli;Stefano Tarantola;Francesca Campolongo;Marco Ratto

  • On the relative importance of input factors in mathematical models: Safety assessment for nuclear waste disposal

    Andrea Saltelli;Stefano Tarantola

  • The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support

    Saman Razavi;Anthony Jakeman;Andrea Saltelli;Clémentine Prieur

  • From screening to quantitative sensitivity analysis. A unified approach

    Francesca Campolongo;Andrea Saltelli;Jessica Cariboni

  • Sixth International Conference on Sensitivity Analysis of Model Output How to avoid a perfunctory sensitivity analysis

    Andrea Saltelli;Paola Annoni

Frequent Co-Authors

Stefano Tarantola
Stefano Tarantola Joint Research Centre
Mario Giampietro
Mario Giampietro Autonomous University of Barcelona
Jeroen P. van der Sluijs
Jeroen P. van der Sluijs University of Bergen
Jerome R. Ravetz
Jerome R. Ravetz University of Oxford
Frank Raes
Frank Raes Bocconi University
Emanuele Borgonovo
Emanuele Borgonovo Bocconi University
Florian Pappenberger
Florian Pappenberger European Centre for Medium-Range Weather Forecasts
Daniel Sarewitz
Daniel Sarewitz Arizona State University
Carlo Enrico Bottani
Carlo Enrico Bottani Polytechnic University of Milan

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