BayesianIceFlow: Bayesian Modelling of Ice Flow Laws

📖 Overview

This repository contains R scripts for Bayesian inference applied to evaluate the best-fit parameters for ice flow laws. It supports the paper:

Fan, S., Wang, T., Prior, D. J., Breithaupt, T., Hager, T. F., & Wallis, D. (2025). Flow laws for ice constrained by 70 years of laboratory experiments. Nature Geoscience, 18(4), 296–304.
DOI: 10.1038/s41561-025-01661-z

📁 Repository Structure

• R/: Core R scripts for Bayesian analysis, data processing, and visualisation.
• data/input/: Input datasets.
• notebooks/: RMarkdown files with step-by-step analysis.

🔧 Installation

Ensure you have the necessary R packages installed:

install.packages(c("R2jags", "ggplot2", "coda", "bayesplot", "lattice", "gridExtra"))