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PET 440E
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Course Information
Course Name
Turkish
Jeoistatistik
English
Geostatistics
Course Code
PET 440E
Credit
Lecture
(hour/week)
Recitation
(hour/week)
Laboratory
(hour/week)
Semester
-
3
3
-
-
Course Language
English
Course Coordinator
Ömer İnanç Türeyen
Course Objectives
1. Develop students’ ability in characterizing reservoirs by analytical thinking and reasoning, while applying the integrated knowledge of statistics and mathematics,
2. Develop students’ ability in taking the basic reservoir management decisions in the presence of uncertainty and lack of information,
Course Description
Types of variables and fundamental measures of characterizing variables. Concepts of Random Function and Random Variable. Application of statistical measures to spatial phenomena, the variogram. Various types of kriging. Geostatistical simulation methods.
Course Outcomes
Students who pass the course will be able to:
1. Analyze petrophysical data for reservoir characterization.
2. Apply kriging algorithms for interpolation of various reservoir properties.
3. Apply various geostatistical simulation algorithms for various reservoir properties.
4. Quantify uncertainty for various reservoir engineering related computations.
Pre-requisite(s)
None
Required Facilities
Other
Textbook
Goovaerts, P., “Geostatistics for Natural Resources Evaluation”, Oxford University Press, N.Y.,1997
Other References
1. Deutsch, C. V., and Journel, A. G., “GSLIB: Geostatistical Software Library and User’s Guide”, Oxford University Press, N.Y.,1997.
2. Isaaks, E. H., and Srivastava, R. M., “An Introduction to Applied Geostatistics”, Oxford University Press, N.Y.,1990.
3. Journel, A. G., “Fundamentals of Geostatistics in Five Lessons”, Short Course Notes presented at the 28th International Geological Congress, Washington DC.
4. Journel, A. G., and Huijbregts, C., “Mining Geostatistics”, Blackburn Press, 1978.
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