Transcription of Introduction to Geostatistics | Course Notes
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Introduction to Geostatistics Course NotesYe ZhangDept. of Geology & GeophysicsUniversity of WyomingDraft date January 12, Overview..iv1 Why Geostatistics ?.. Geostatistical Prediction.. Geostatistics versus Simple Interpolation.. Limitations.. This Class.. References.. Outline.. Homework, Grades, Tools.. Suggested Reading..122 Probability Theory Nomenclature and Notation.. Univariate analysis .. Introduction .. Formal Definitions.. Random Variable Arithmetic.. Bivariate analysis .. Introduction .. Bivariate Random Variables.. Bivariate Arithmetics.. Multivariate analysis .. Linear Combination of Many .. Multivariate Arithmetics.. Gaussian Distribution.. Central Limit Theorem.. Chapter Project.. Suggested Reading..31iiiCONTENTS3 Spatial Conventional analysis (Nongeostatistical).
What is geostatistics? Data analysis and spatial continuity modeling (Journel, 1989). Establish quantitative measure of spatial correlation to be used for sub-sequent estimation and simulation (Deutsch, 2002). The following introduction and overview materials are based on compilation of several source materials (see full references in Sec. 1.5.1).
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