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Lecture Notes in Statistics

Space, Structure and Randomness

Contributions in Honor of Georges Matheron in the Fields of Geostatistics, Random Sets and Mathematical Morphology

Editors: Bilodeau, Michel, Meyer, Fernand, Schmitt, Michel (Eds.)

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  • ISBN 978-0-387-29115-4
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Softcover $169.99
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  • ISBN 978-0-387-20331-7
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About this book

Space, structure, and randomness: these are the three key concepts underlying Georges Matheron’s scientific work. He first encountered them at the beginning of his career when working as a mining engineer, and then they resurfaced in fields ranging from meteorology to microscopy. What could these radically different types of applications possibly have in common? First, in each one only a single realisation of the phenomenon is available for study, but its features repeat themselves in space; second, the sampling pattern is rarely regular, and finally there are problems of change of scale.

This volume is divided in three sections on random sets, geostatistics and mathematical morphology. They reflect his professional interests and his search for underlying unity. Some readers may be surprised to find theoretical chapters mixed with applied ones. We have done this deliberately. GM always considered that the distinction between the theory and practice was purely academic.

When GM tackled practical problems, he used his skill as a physicist to extract the salient features and to select variables which could be measured meaningfully and whose values could be estimated from the available data. Then he used his outstanding ability as a mathematician to solve the problems neatly and efficiently. It was his capacity to combine a physicist’s intuition with a mathematician’s analytical skills that allowed him to produce new and innovative solutions to difficult problems.

The book should appeal to graduate students and researchers working in mathematics, probability, statistics, physics, spatial data analysis, and image analysis. In addition it will be of interest to those who enjoy discovering links between scientific disciplines that seem unrelated at first glance. In writing the book the contributors have tried to put GM’s ideas into perspective. During his working life, GM was a genuinely creative scientist. He developed innovative concepts whose usefulness goes far beyond the confines of the discipline for which they were originally designed. This is why his work remains as pertinent today as it was when it was first written.

 

 

 

 

 

 

 

Table of contents (15 chapters)

  • The genesis of geostatistics in gold and diamond industries

    Krige, Danie (et al.)

    Pages 5-16

  • Concepts and Methods of Geostatistics

    Rivoirard, Jacques

    Pages 17-37

  • Prediction by conditional simulation: models and algorithms

    Chilès, Jean-Paul (et al.)

    Pages 39-68

  • Flow in porous media: An attempt to outline Georges Matheron’s contributions

    Delhomme, J. P (et al.)

    Pages 69-87

  • Over Thirty Years of Petroleum Geostatistics

    Delfiner, Pierre (et al.)

    Pages 89-104

Buy this book

eBook $129.00
price for USA in USD (gross)
  • ISBN 978-0-387-29115-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $169.99
price for USA in USD
  • ISBN 978-0-387-20331-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Space, Structure and Randomness
Book Subtitle
Contributions in Honor of Georges Matheron in the Fields of Geostatistics, Random Sets and Mathematical Morphology
Editors
  • Michel Bilodeau
  • Fernand Meyer
  • Michel Schmitt
Series Title
Lecture Notes in Statistics
Series Volume
183
Copyright
2005
Publisher
Springer-Verlag New York
Copyright Holder
Springer-Verlag New York
eBook ISBN
978-0-387-29115-4
DOI
10.1007/0-387-29115-6
Softcover ISBN
978-0-387-20331-7
Series ISSN
0930-0325
Edition Number
1
Number of Pages
XVIII, 398
Number of Illustrations and Tables
121 b/w illustrations
Topics