Name
Title | ||
|---|---|---|
Global sensitivity analysis with 2d hydraulic codes: applied protocol and practical tool. |
Abstract | ||
|---|---|---|
Global Sensitivity Analysis (GSA) methods are useful tools to rank input parameters uncertainties regarding their impact on result variability. In practice, such type of approach is still at an exploratory level for studies relying on 2D Shallow Water Equations (SWE) codes as GSA requires specific tools and deals with important computational capacity. The aim of this paper is to provide both a protocol and a tool to carry out a GSA for 2D hydraulic modelling applications. A coupled tool between Promethee (a parametric computation environment) and FullSWOF_2D (a code relying on 2D SWE) has been set up: Promethee-FullSWOF_2D (P-FS). The main steps of our protocol are: i) to identify the 2D hydraulic code input parameters of interest and to assign them a probability density function, ii) to propagate uncertainties within the model, and (iii) to rank the effects of each input parameter on the output of interest. For our study case, simulations of a river flood event were run with uncertainties introduced through three parameters using P-FS tool. Tests were performed on regular computational mesh, spatially discretizing an urban area, using up to 17.9 million of computational points. P-FS tool has been installed on a cluster for computation. Method and P-FS tool successfully allow the computation of Sobol' indices maps. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1051/lhb/20150050 | HOUILLE BLANCHE-REVUE INTERNATIONALE DE L EAU |
Keywords | Field | DocType |
uncertainty,flood hazard modelling,global sensitivity analysis,2D shallow water equation,Sobol index | Discretization,Analyser,PARAM,Algorithm,Parametric statistics,Engineering,Probability density function,Sobol sequence,Shallow water equations,Cartography,Computation | Journal |
Volume | Issue | ISSN |
abs/1603.07919 | 5 | 0018-6368 |
Citations | PageRank | References |
0 | 0.34 | 4 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Morgan Abily | 1 | 0 | 0.68 |
| Nathalie Bertrand 0003 | 2 | 0 | 0.34 |
| Olivier Delestre | 3 | 29 | 5.76 |
| Philippe Gourbesville | 4 | 6 | 2.27 |
| yann richet | 5 | 0 | 0.34 |
| Claire-Marie Duluc | 6 | 0 | 0.34 |