CSDMS3.0 - Bridging Boundaries
Model sensitivity analysis using SALib
SALib (Sensitivity Analysis Library) provides commonly used sensitivity analysis methods implemented in a Python programming language package. In this clinic we will use these methods with example models to apportion uncertainty in model output to sources of model input. We will use models built with the Landlab Earth-surface dynamics framework, but the analyses can be easily adapted for other model software. No prior experience with Landlab or Python is necessary.
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Of interest for: Terrestrial Working GroupCoastal Working GroupMarine Working GroupEducation and Knowledge Transfer (EKT) Working GroupCyberinformatics and Numerics Working GroupHydrology Focus Research GroupCarbonates and Biogenics Focus Research GroupChesapeake Focus Research GroupCritical Zone Focus Research GroupHuman Dimensions Focus Research GroupGeodynamics Focus Research GroupEcosystem Dynamics Focus Research GroupCoastal Vulnerability InitiativeContinental Margin InitiativeArtificial Intelligence & Machine Learning Initiative