FASSt-simulation/elm-emulator-uq: v1.0.0 – Initial release for JAMES submission
Abstract
Initial public release of the research code accompanying the JAMES submission: "A framework for parametric and predictive uncertainty quantification in the E3SM Land Model: Assessing site and observable generalizability" This repository contains scripts and notebooks used for: Gaussian process emulator training Sobol-based global sensitivity analysis Bayesian calibration and probabilistic prediction Reproducing all main-text and supplementary figures
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 15 February 2026