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Case Western Reserve University

Case Studies in Geostatistical Modeling

Case Western Reserve University via Coursera

Overview

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Case Studies in Geostatistical Modeling is the third course in a series of three, designed to teach you the art and science of geostatistical geospatial modeling. In this course, studentspresent their final geostatistical analyses to faculty, demonstrating practical applications and undergoing critique. This course builds on Course One’s foundational principles and Course Two’s structured workflow, emphasizing execution, interpretation, and evaluation. Students apply geostatistics across five diverse projects: Environmental, Oil and Gas, Photo-Voltaics, Material Sciences, and Mining. This capstone course provides hands-on experience, reinforcing geostatistical adaptability across disciplines. By presenting and defending their work, participants refine their technical communication skills and gain insights into real-world geostatistical applications.

Syllabus

  • Introduction
  • Data Loading
  • EDA (Exploratory Data Analysis)
  • Spatial Modeling
  • Interpolation
  • Simulation
  • Conclusion

Taught by

Jeffrey Yarus

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