imshakib Goto Github PK
Name: Iman Hosseini-Shakib
Type: User
Bio: Postdoc at Penn State
Name: Iman Hosseini-Shakib
Type: User
Bio: Postdoc at Penn State
Performing a Sobol global sensitivity analysis on a flood risk model in Selinsgrove, PA
Script creates conceptual graphs to show interactions among drought hazard, exposure, and risk. All the values in this plot such as drought levels, adaptation coefficient, exponential function and its parameters, etc. are hypothetical and to convey a concept.
Coding hypothetical graphs to show how accounting for climate change and uncertainty in flood hazard and levee effect in flood exposure would impact flood risk pdfs and expected values.
Script performs the analysis required for the paper: "Runoff Coefficients of High-flow Events in Undisturbed New England Basins" by Hosseini-Shakib et al.(2020)
This is a toy problem to show why our choices of Bayesian prior distributions and sample size are important in our knowledge of model response surface
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