Water Resources Research has published a “debate” series on the role of information theory in Earth Science, led by Praveen Kumar and Hoshin Gupta. There are five papers in this collection, three of which were co-authored by SICCS’ Ben Ruddell. Serious information theory, modeling, and statistics geeks should consider diving in! Also, read more about what this community is doing at https://geoinfotheory.org/.Debates
- Does Information Theory Provide a New Paradigm for Earth Science? (Praveen Kumar & Hoshin Gupta)
https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/ 2019WR026398 - Does Information Theory Provide a New Paradigm for Earth Science? Hypothesis Testing (Grey Nearing, Benjamin Ruddell, Andrew R. Bennett, Cristina Prieto, Hoshin V. Gupta)
https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/ 2019WR024918 - Does Information Theory Provide a New Paradigm for Earth Science? Causality, Interaction, and Feedback (Allison Goodwell, Peishi Jiang, Benjamin Ruddell & Praveen Kumar)
https://agupubs.onlinelibrary.wiley.com/doi/10.1029/ 2019WR024940 - Does Information Theory Provide a New Paradigm for Earth Science? Emerging Concepts and Pathways of Information Physics (Rui Perdigão, Uwe Ehret, Kevin H. Knuth, & Jingfeng Wang)
https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/ 2019WR025270 - Does Information Theory Provide a New Paradigm for Earth Science? Sharper Predictions Using Occam’s Digital Razor (Steven Weijs & Benjamin Ruddell)
https://agupubs.onlinelibrary.wiley.com/doi/10.1029/ 2019WR026471