CSDMS3.0 - Bridging Boundaries
Model sensitivity analysis using SALib
Interested in which variables influence your model outcome? 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 model variables. 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.
Please acknowledge the original contributors when you are using this material. If there are any copyright issues, please let us know (CSDMSweb@colorado.edu) and we will respond as soon as possible.
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