Georges Matheron
Georges Matheron  

Matheron in 1998  
Born  Georges François Paul Marie Matheron December 2, 1930 
Died  August 7, 2000 (aged 69) 
Nationality  France 
Awards 

Scientific career  
Fields  Mathematics civil engineer of mines 
Doctoral advisor  Paul Lévy 
Doctoral students 
Georges François Paul Marie Matheron (December 2, 1930 – August 7, 2000) was a French mathematician and civil engineer of mines, known as the founder of geostatistics and a cofounder (together with Jean Serra) of mathematical morphology. In 1968, he created the Centre de Géostatistique et de Morphologie Mathématique at the Paris School of Mines in Fontainebleau. He is known for his contributions on Kriging and mathematical morphology. His seminal work is posted for study and review to the Online Library of the Centre de Géostatistique, Fontainebleau, France.
Contents
 1 Early career
 2 Geostatistics
 3 Mathematical morphology
 4 The Centre de Géostatistique et de Morphologie Mathématique
 5 Books by Matheron
 6 Notes
 7 References
 8 External links
Early career
Matheron graduated from École Polytechnique and later Ecole des Mines de Paris, where he studied mathematics, physics and probability theory (as a student of Paul Lévy).
From 1954 to 1963, he worked with the French Geological Survey in Algeria and France, and was influenced by the works of Krige, Sichel, and de Wijs, from the South African school, on the gold deposits of the Witwatersrand. This influence led him to develop the major concepts of the theory for estimating resources he named Geostatistics.
Geostatistics
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Matheron’s [Formule des Minerais Connexes] became his Note Statistique No 1. In this paper of November 25, 1954, Matheron derived the degree of associative dependence between lead and silver grades of core samples. In his Rectificatif of January 13, 1955, he revised the arithmetic mean lead and silver grades because his core samples varied in length. He did derive the lengthweighted average lead and silver grades but failed to derive the variances of his weighted averages. Neither did he derive the degree of associative dependence between metal grades of ordered core samples as a measure for spatial dependence between ordered core samples. He did not disclose his primary data set and worked mostly with symbols rather than real measured values such test results for lead and silver in Matheron's core samples. Matheron's Interprétations des corrélations entre variables aléatoires lognormales of November 29, 1954, was marked Note statistisque No 2. In this paper, Matheron explored lognormal variables and set the stage for statistics by symbols. Primary data would have allowed him to assess whether or not lead and silver grades departed from the lognormal distribution, or displayed spatial dependence along core samples in his borehole.
Matheron coined the eponym krigeage (Kriging) for the first time in his 1960 Krigeage d’un Panneau Rectangulaire par sa Périphérie. In this Note géostatistique No 28, Matheron derived k*, his estimateur and a precursor to the kriged estimate or kriged estimator. In mathematical statistics, Matheron’s k* is the lengthweighted average grade of a single panneau in his set. What Matheron failed to derive in this paper was var(k*), the variance of his estimateur. Matheron presented his Stationary Random Function at the first colloquium on geostatistics in the USA. He called on Brownian motion to conjecture the continuity of his Riemann integral but did not explain what Brownian motion and ore deposits have in common. Matheron, unlike John von Neumann in 1941 and Anders Hald in 1952, never worked with Riemann sums. It was not Professor Dr Georges Matheron but Dr Frederik P Agterberg who derived the distanceweighted average of a set of measured values determined in samples selected at positions with different coordinates in a sample space. What Agterberg did not do was derive the variance of this function.
Matheron did indeed derive lengthweighted average grades of core samples and ore blocks but did not derive the variance of these functions. In time, the lengthweighted average grade for Matheron's threedimensional block grade was replaced with the distanceweighted average grade for Agterberg's zerodimensional point. Both central values turned into honorific kriged estimates or kriged estimators. An infinite set of Agterberg's zero dimensional points fits within any ore block, along any borehole, or inside any sampling unit or sample space. Matheron's block grades and Agterberg's point grades are unique because both are functions without variances.
Mathematical morphology
In 1964, Matheron was supervising the PhD thesis of Jean Serra, dedicated to quantifying the ore properties of the iron deposit of Lorraine. Serra came up with the idea of using structuring elements for the analysis, which led to the concept of hitormiss transform. The theoretical analysis of this transform led Matheron to derive and investigate the concepts of erosion, dilation, opening and closing, which became known later as the basic morphological operators. He also developed a tool for granulometry, i.e., the computation of a "size distribution", where he mathematically characterizes the concept of size. In December 1964, Matheron and Serra, together with Philippe Formery ^{[permanent dead link]}, named this approach mathematical morphology. It has since evolved into a theory and method that is applied in a variety of image processing problems and tasks, and is researched worldwide^{[1]} (main article: Mathematical morphology). Matheron continued to contribute to mathematical morphology during the years, his bestknown contribution being the morphological filtering theory, which he developed with Serra in the 1980s.
Matheron Lecture Award was established ^{[2]} by the International Association for Mathematical Geosciences (IAMG). This award was named after Georges Matheron. Matheron Lecturers will be selected by a small committee chaired by the IAMG Vice President. The Georges Matheron Lectures will be held annually during IAMG Conferences and during International Geological Congresses. Each year IAMG selects a Georges Matheron Lecturer who is a scientist with proven research ability in the field of spatial statistics or mathematical morphology. Beginning at IAMG’2006 in Liège, Jean Serra was the first recipient of this award in 2006, delivered the first Georges Matheron Lecture.
The Centre de Géostatistique et de Morphologie Mathématique
In 1968, the Paris School of Mines created the Centre de Morphologie Mathématique, located in Fontainebleau, France, and named Matheron its first director. In 1979, the center was renamed Centre de Géostatistique et de Morphologie Mathématique, and, in 1986, the latter was split into two separate centers: Centre de Géostatistique, directed by Matheron, and Centre de Morphologie Mathématique, directed by Serra.
Books by Matheron
 Traité de géostatistique appliquée, Editions Technip, France, 1962–63, where Matheron lays the fundamental tools of linear geostatistics: variography, variances of estimation and dispersion, and kriging.
 His doctoral thesis: Les variables régionalisées et leur estimation: une application de la théorie des fonctions aléatoires aux sciences de la nature, published in 1965 by Masson, Paris.
 Elements pour une théorie des milieux poreux, Masson, Paris, 1967, which includes Matheron's work on hydrodynamics.
 The theory of regionalised variables and its applications, 1971, a reference book on geostatistics for students and researchers. Published 2019 by Oxford University Press: https://global.oup.com/academic/product/matheronstheoryofregionalisedvariables9780198835660?cc=es&lang=en&
 Random sets and integral geometry, John Wiley & Sons, 1975, ISBN 9780471576211, conveying his contribution to the theory of random sets.
 Estimating and Choosing: An Essay on Probability in Practice, Springer, 1989, ISBN 9780387500874, a newer reference book on geostatistics.
Notes
 ^ See, e.g., (Serra and Soille (Eds.) 1994)
 ^ [1]
References
This article includes a list of references, related reading or external links, but its sources remain unclear because it lacks inline citations.January 2009) () ( 
 Matheron at the Annales des Mines (French)
 Mathematical Morphology and Its Applications to Image Processing, J. Serra and P. Soille (Eds.), proceedings of the 2nd international symposium on mathematical morphology (ISMM'93), ISBN 0792330935 (1994)
 Image Analysis and Mathematical Morphology by Jean Serra, ISBN 0126372403 (1982)
 Image Analysis and Mathematical Morphology, Volume 2: Theoretical Advances by Jean Serra, ISBN 0126372411 (1988)
 An Introduction to Morphological Image Processing by Edward R. Dougherty, ISBN 081940845X (1992)
 Morphological Image Analysis; Principles and Applications by Pierre Soille, ISBN 3540656715 (1999)
External links
 Georges Matheron at the Centre de Géostatistique
 Obituary by Dominique Jeulin (Centre de Morphologie Mathématique Ecole des Mines de Paris, October 2000) from Vol. 19, No. 3. of the Image Analysis & Stereology.
 Georges Matheron – Founder of Spatial Statistics by Frederik P. Agterberg (Proceedings of the International Association for Mathematical Geology, 2003)
 A chronology of Matheron's seminal work
 History of Mathematical Morphology , by Georges Matheron and Jean Serra