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Information Theory in the Geosciences

A hub for the emerging community of practice for Information Theory in the Geosciences

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Category: Getting Started

Getting Started Tutorial


Getting Started

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

December 3, 2017

Getting Started: Fundamentals and General Review


Getting Started

Fundamentals and General Review

December 3, 2017

Getting Started: Information Theory and Physics


Getting Started

Information Theory and Physics

December 3, 2017

Getting Started: Information Theory and Bayesian Approaches


Getting Started

Information Theory and Bayesian Approaches

December 3, 2017

Getting Started: Information Theory and the Principle of Maximum Entropy Production


Getting Started

Information Theory and the Principle of Maximum Entropy Production

December 3, 2017

Getting Started: Information Theory and Learning / Model Building


Getting Started

Information Theory and Learning / Model Building

December 3, 2017

Getting Started: Applications of Information Theory in the Earth Sciences


Getting Started

Applications of Information Theory in the Earth Sciences

December 2, 2017

Recent Posts


  • Paper Published: Moges, E., et al. (2022), HydroBench: Jupyter supported reproducible hydrological model benchmarking and diagnostic tool
  • Information Theory in the Geosciences YouTube Channel
  • Paper Published: Understanding the Information Content in the Hierarchy of Model Development Decisions: Learning from data
  • Paper Published: Computing Accurate Probabilistic Estimates of One-D Entropy from Equiprobable Random Samples
  • GeoInfoTheory Session at EGU 2021
  • Library: 2020 SITES Virtual Meeting
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