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The role of size in the sustainability of irrigation systems

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Publications

A comprehensive comparison of total-order estimators for global sensitivity analysis

Author(s): Arnald Puy, William Becker, Samuele Lo Piano, Andrea Saltelli
Published in: International Journal for Uncertainty Quantification, 2022, ISSN 2152-5099
Publisher: Begell Hourse
DOI: 10.1615/int.j.uncertaintyquantification.2021038133

Variance-based sensitivity analysis: The quest for better estimators and designs between explorativity and economy

Author(s): Samuele Lo Piano, Federico Ferretti, Arnald Puy, Daniel Albrecht, Andrea Saltelli
Published in: Reliability Engineering & System Safety, 206, 2021, Page(s) 107300, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2020.107300

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

Author(s): Saman Razavi, Anthony Jakeman, Andrea Saltelli, Clémentine Prieur, Bertrand Iooss, Emanuele Borgonovo, Elmar Plischke, Samuele Lo Piano, Takuya Iwanaga, William Becker, Stefano Tarantola, Joseph H.A. Guillaume, John Jakeman, Hoshin Gupta, Nicola Melillo, Giovanni Rabitti, Vincent Chabridon, Qingyun Duan, Xifu Sun, Stefán Smith, Razi Sheikholeslami, Nasim Hosseini, Masoud Asadzadeh, Arnald Puy, S
Published in: Environmental Modelling & Software, 137, 2021, Page(s) 104954, ISSN 1364-8152
Publisher: Elsevier BV
DOI: 10.1016/j.envsoft.2020.104954

Current models underestimate future irrigated areas

Author(s): Arnald Puy, Samuele Lo Piano, Andrea Saltelli
Published in: Geophysical Research Letters, 47, 2020, ISSN 0094-8276
Publisher: American Geophysical Union
DOI: 10.1029/2020gl087360

Five ways to ensure that models serve society: a manifesto

Author(s): Andrea Saltelli, Gabriele Bammer, Isabelle Bruno, Erica Charters, Monica Di Fiore, Emmanuel Didier, Wendy Nelson Espeland, John Kay, Samuele Lo Piano, Deborah Mayo, Roger Pielke Jr, Tommaso Portaluri, Theodore M. Porter, Arnald Puy, Ismael Rafols, Jerome R. Ravetz, Erik Reinert, Daniel Sarewitz, Philip B. Stark, Andrew Stirling, Jeroen van der Sluijs, Paolo Vineis
Published in: Nature, 582/7813, 2020, Page(s) 482-484, ISSN 0028-0836
Publisher: Nature Publishing Group
DOI: 10.1038/d41586-020-01812-9

Is VARS more intuitive and efficient than Sobol’ indices?

Author(s): Arnald Puy, Samuele Lo Piano, Andrea Saltelli
Published in: Environmental Modelling & Software, 137, 2021, Page(s) 104960, ISSN 1364-8152
Publisher: Elsevier BV
DOI: 10.1016/j.envsoft.2021.104960

Irrigated areas drive irrigation water withdrawals

Author(s): Arnald Puy, Emanuele Borgonovo, Samuele Lo Piano, Simon A. Levin, Andrea Saltelli
Published in: Nature Communications, 12/1, 2021, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-021-24508-8

A sensitivity analysis of the PAWN sensitivity index

Author(s): Arnald Puy, Samuele Lo Piano, Andrea Saltelli
Published in: Environmental Modelling & Software, 127, 2020, Page(s) 104679, ISSN 1364-8152
Publisher: Elsevier BV
DOI: 10.1016/j.envsoft.2020.104679

Are the results of the groundwater model robust?

Author(s): Arnald Puy, Emanuele Borgonovo, Samuele Lo Piano, Andrea Saltelli
Published in: 2019
Publisher: ArXiv

sensobol: an R package to compute variance-based sensitivity indices

Author(s): Arnald Puy, Samuele Lo Piano, Andrea Saltelli, Simon A. Levin
Published in: 2021
Publisher: ArXiv