This tutorial is structured as an ordered list of papers, books, and presentations to read, and software tools to try.

Fundamentals and General Review

Information Theory and Physics

Information Theory and Bayesian Approaches

Information Theory and the Principle of Maximum Entropy Production

Information Theory and Learning / Model Building

Applications of Information Theory in the Earth Sciences