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For more videos about geology, geochemistry, AI, and much more, please visit and subscribe for free here: Golden droplets- https://shorturl.at/fetV1 Geovoices- https://tinyurl.com/m23pp4pb News about geology- https://tinyurl.com/3979urhy The sources provide an overview of geostatistics, a specialized form of statistical analysis used primarily in geology, and explore the philosophical and mathematical connections between chaos, determinism, and statistical randomness. The geostatistics source, a primer from the U.S. Geological Survey (USGS), focuses on characterizing incomplete spatial systems using techniques like kriging and simulation, often employing the SGeMS software package. Concurrently, the other sources address the unexpected appearance of randomness within strictly deterministic dynamical systems (chaos), highlighting the role of ergodic theory in linking these concepts and the statistical challenges of making predictions in such complex, non-linear time series. Both sets of information discuss using probabilistic models and numerical techniques to manage the inherent uncertainty in complex systems, whether spatial or temporal. The bridge between Academy and Industry! P. Geo. Ricardo A Valls, M. Sc. and Geo Gadfly Valls Geoconsultant ORCID ID- https://orcid.org/0000-0002-5421-0914 Scopus Author ID: 7003369619/35335510700 ResearcherID: S-6604-2018 If you like this content, please "buy me a coffee" https://www.buymeacoffee.com/goldendroplets