On the use of global sensitivity analysis for the numerical analysis of permeable pavements
| العنوان: | On the use of global sensitivity analysis for the numerical analysis of permeable pavements |
|---|---|
| المؤلفون: | Giuseppe Brunetti, Jirka Šimůnek, Michele Turco, Patrizia Piro |
| المصدر: | Brunetti, G; Simunek, J; Turco, M; & Piro, P. (2018). On the use of global sensitivity analysis for the numerical analysis of permeable pavements. URBAN WATER JOURNAL, 15(3), 269-275. doi: 10.1080/1573062X.2018.1439975. UC Riverside: Retrieved from: http://www.escholarship.org/uc/item/1s118653 Urban Water Journal, vol 15, iss 3 URBAN WATER JOURNAL, vol 15, iss 3 |
| بيانات النشر: | Informa UK Limited, 2018. |
| سنة النشر: | 2018 |
| مصطلحات موضوعية: | Environmental Engineering, permeable pavement, 010504 meteorology & atmospheric sciences, 0208 environmental biotechnology, Geography, Planning and Development, 02 engineering and technology, Human Geography, infiltration, Civil Engineering, 01 natural sciences, Physical Geography and Environmental Geoscience, low-impact development [LID], sensitivity analysis, extended Fourier amplitude sensitivity test [E-FAST], Global sensitivity analysis, Morris method, Geotechnical engineering, Uncertainty analysis, one-factor-at-a-time [OAT], 0105 earth and related environmental sciences, Water Science and Technology, global sensitivity analysis [GSA], screening methods [SM], Numerical analysis, modeling, Urban drainage, 020801 environmental engineering, Infiltration (hydrology), Nash-Sutcliffe efficiency [NSE], generalized likelihood uncertainty estimation [GLUE], Environmental science |
| الوصف: | The aim of this study is to investigate the use of different global sensitivity analysis techniques in conjunction with a mechanistic model in the numerical analysis of a permeable pavement installed at the University of Calabria. The Morris method and the variance-based E-FAST procedure are applied to investigate the influence of soil hydraulic parameters on the pavement’s behavior. The analysis reveals that the Morris method represents a reliable computationally cheap alternative to variance-based procedures for screening important factors and provides the first inspection of the model. The study is completed by a combined GSA-GLUE uncertainty analysis used to evaluate the model accuracy. |
| وصف الملف: | application/pdf |
| تدمد: | 1744-9006 1573-062X |
| DOI: | 10.1080/1573062x.2018.1439975 |
| DOI: | 10.1080/1573062X.2018.1439975. |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6a8339eedafd2bb965f88c1e64686e4c https://doi.org/10.1080/1573062x.2018.1439975 |
| Rights: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....6a8339eedafd2bb965f88c1e64686e4c |
| قاعدة البيانات: | OpenAIRE |
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