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ICESEE: Ice Sheet State Estimator#

Welcome to the ICESEE GHUB Tool — an interactive Jupyter Book interface for exploring and running the Ice Sheet State Estimator (ICESEE) framework.

ICESEE is an open-source framework for ice-sheet state estimation and parameter inference using ensemble-based data assimilation. Its core goal is to make transient Ensemble Kalman filtering workflows easier to apply across a range of ice-sheet and idealized models by connecting observations (glaciological and geological) with physics-based simulations.

Quick start#

New to ICESEE?

Start here for the big-picture workflow and core concepts behind ensemble-based state estimation.

Read the Introduction

Want to run something now?

Run the end-to-end Lorenz-96 data assimilation demo (fully runnable in GHUB).

Open the Lorenz-96 Notebook

What this GHUB Tool provides#

This GHUB deployment is designed to make ICESEE accessible through a lightweight, browser-based environment.

It provides:

  • Clear documentation of ICESEE concepts and workflow

  • Portable, self-contained examples that run directly in GHUB

  • A guided path from idealized systems → ice-sheet applications

  • A stable wrapper around the upstream ICESEE repository

Read the GHUB User Manual

Learn more#