مبانی ژئواستاتیستیک در پنج درس: دوره کوتاه ارائه شده در بیست و هشتمین کنگره بین‌المللی زمین‌شناسی، واشنگتن دی‌سی

About The Product Published by the American Geophysical Union as part of the Short Courses in Geology Series . From its inception as a separate discipline, geostatistics sought recognition from practitioners, not from mathematicians or physicists, and rightfully so. Indeed, the theory was essentially established by the 1950's by Kolmogorov and Wiener and exposed by Matern (1960), Whittle (1963), and Mat heron (1965), among others. But there is a long, hard way between a concept expressed by matrix notations in a Hilbert space and its implementation and routine application. It is my opinion that the main contribution of geostatistics has been and still is implementation, an essential follow-up step much too often forsaken by theoreticians. Content: About The ProductPublished by the American Geophysical Union as part of the __Short Courses in Geology Series__. From its inception as a separate discipline, geostatistics sought recognition from practitioners, not from mathematicians or physicists, and rightfully so. Indeed, the theory was essentially established by the 1950's by Kolmogorov and Wiener and exposed by Matern (1960), Whittle (1963), and Mat heron (1965), among others. But there is a long, hard way between a concept expressed by matrix notations in a Hilbert space and its implementation and routine application. It is my opinion that the main contribution of geostatistics has been and still is implementation, an essential follow-up step much too often forsaken by theoreticians. Content: Title Page ......Page 1 Copyright......Page 2 CONTENTS......Page 3 PREFACE......Page 4 Introduction......Page 5 Lesson I: Statistics Review and Notations......Page 7 Lesson II: Linear Regression Theory or Simple KrigingSK......Page 16 Lesson III: Linear Regression Under Constraints andOrdinary Kriging OK......Page 22 Lesson IV: Non-Parametric Assessment of LocalUncertainty......Page 29 Lesson V: Stochastic Simulations for Imaging SpatialUncertainty......Page 39 SUBJECT INDEX......Page 48