Geostatistics and petroleum geology
著者
書誌事項
Geostatistics and petroleum geology
Kluwer, c1999
2nd ed
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注記
Previous ed.: New York : Van Nostrand Reinhold, 1988
Includes bibliographical references and index
内容説明・目次
内容説明
This is an extensive revision of a book that I wrote over ten years ago. My purpose then has remained unchanged: to introduce the concepts and methods of spatial statistics to geologists and engineers working with oil and gas data. I believe I have accomplished more than that; just as I learned the basics of variography and kriging from books for mining engineers, this book could be used by scientists from many fields to learn the basics of the subject. I have tried to adopt an introductory and practical approach to the subject, knowing that books that detail the theory are available. What I say and write comes from my own experience. As a geologist working in the public sector, I have had the privilege of using geostatistics in funded research, in answering service requests from industry, and in short courses. I have taught geostatistics in the university classroom, and advised graduate students in theses and dissertations. I have attempted to anticipate the needs and questions of the enquiring scientist because I was there myself, and know the kind of questions and concerns I had at the time I was trying to learn the subject.
目次
Preface. 1. Overview of geostatistics. 2. The semivariogram. 3. Linear estimation. 4. Multivariate geostatistics. 5. Nonlinear estimation: disjunctive and lognormal kriging. 6. Indicator kriging. Conditional simulation. Appendix. Index.
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