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May 15, 2024
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GEOL 4060 - Geodata analysis for Geological Sciences
This course is designed to introduce the principles of surface and subsurface data 2D and 3D visualization, analysis, and management and the applications of geospatial techniques in addressing geological, environmental, or petroleum resource exploration problems. Topics include geospatial data organization and preparation, exploratory data analysis, geospatial data correlation and regression, spatial interpolation and modeling, reservoir volume calculation, and well production data analysis and performance evaluation.
Requisites: GEOL 1010 or 2020 or 2830
Credit Hours: 3
Repeat/Retake Information: May be retaken two times excluding withdrawals, but only last course taken counts.
Lecture/Lab Hours: 3.0 lecture
Grades: Eligible Grades: A-F,WP,WF,WN,FN,AU,I
Learning Outcomes: - Students will be able to summarize and manage geospatial data.
- Students will be able to produce surface and subsurface data visualizations and analyze data using ArcGIS Pro and Petrel.
- Students will be able to explain spatial autocorrelation and the role of autocorrelation in geospatial modeling.
- Students will be able to use core geostatistical components and functionality of ArcGIS Pro.
- Students will be able to analyze geospatial data distributions using geostatistical measures.
- Students will be able to describe the basics of geospatial modeling processes.
- Students will be able conduct well production forecasting in Petrel.
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