Covering various aspects of pattern recognition, this work starts with a description of seismic modelling and then discusses various steps in pattern recognition, viz identification and automatic extraction of attributes in the time and frequency domains from the seismic response of models. Num Pages: 178 pages, biography. BIC Classification: RBC. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 235 x 155 x 12. Weight in Grams: 449. . 1992. Hardback. . . . . Books ship from the US and Ireland.

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Titel: Seismic Modelling and Pattern Recognition in Oil Exploration
Verlag: Kluwer Academic Publishers
Erscheinungsjahr: 1992
Sprache: Englisch
ISBN-10: 0792314875
ISBN-13: 9780792314875
Einband: Hardcover
Zustand: New

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The reasons for writing this book are very simple. We use and teach com� puter aided techniques of mathematical simulation and of pattern recogni� tion. Life would be much simpler if we had a suitable text book with methods and computer programmes which we could keep referring to. Therefore, we have presented here material that is essential for mathematical modelling of some complex geological situations, with which earth scientists are often confronted. The reader is introduced not only to the essentials of computer modelling, data analysis and pattern recognition, but is also made familiar with the basic understanding with which they can plunge into when solving related and more complex problems. This book first makes a case for seismic stratigraphy and then for pattern recognition. Chapter 1 provides an extensive review of applications of pattern recognition methods in oil exploration. Simulation procedures are presented with examples that are fairly simple to understand and easy to use on the computer. Several geological situations can be formulated and simulated using the Monte Carlo method. The binary lithologic sequences, discussed in Chapter 2, consist of alternating layers of any two of sand, shale and coal.

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