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Title: Handbook of Mathematical Geosciences Volume:
Author(s): B.S. Daya Sagar, Qiuming Cheng, Frits Agterberg
Publisher: Springer International Publishing
Year: 2018
Edition: 1st ed.
Language: English
Pages (biblio\tech): XXVIII, 914\911
ISBN: 978-3-319-78998-9, 978-3-319-78999-6
This Open Access handbook published at the IAMG's 50th anniversary, presents a compilation of invited path-breaking research contributions by award-winning geoscientists who have been instrumental in shaping the IAMG. It contains 45 chapters that are categorized broadly into five parts (i) theory, (ii) general applications, (iii) exploration and resource estimation, (iv) reviews, and (v) reminiscences covering related topics like mathematical geosciences, mathematical morphology, geostatistics, fractals and multifractals, spatial statistics, multipoint geostatistics, compositional data analysis, informatics, geocomputation, numerical methods, and chaos theory in the geosciences.
Table of contents :
Front Matter ....Pages i-xxviii
Front Matter ....Pages 1-1
Kriging, Splines, Conditional Simulation, Bayesian Inversion and Ensemble Kalman Filtering (Olivier Dubrule)....Pages 3-24
A Statistical Commentary on Mineral Prospectivity Analysis (Adrian Baddeley)....Pages 25-65
Testing Joint Conditional Independence of Categorical Random Variables with a Standard Log-Likelihood Ratio Test (Helmut Schaeben)....Pages 67-80
Modelling Compositional Data. The Sample Space Approach (Juan José Egozcue, Vera Pawlowsky-Glahn)....Pages 81-103
Properties of Sums of Geological Random Variables (G. M. Kaufman)....Pages 105-115
A Statistical Analysis of the Jacobian in Retrievals of Satellite Data (Noel Cressie)....Pages 117-130
All Realizations All the Time (Clayton V. Deutsch)....Pages 131-142
Binary Coefficients Redux (Michael E. Hohn)....Pages 143-160
Tracking Plurigaussian Simulations (M. Armstrong, A. Mondaini, S. Camargo)....Pages 161-177
Mathematical Geosciences: Local Singularity Analysis of Nonlinear Earth Processes and Extreme Geo-Events (Qiuming Cheng)....Pages 179-208
Front Matter ....Pages 209-209
Electrofacies in Reservoir Characterization (John C. Davis)....Pages 211-223
Shoreline Extrapolations (Jean Serra)....Pages 225-237
An Introduction to the Spatio-Temporal Analysis of Satellite Remote Sensing Data for Geostatisticians (A. F. Militino, M. D. Ugarte, U. Pérez-Goya)....Pages 239-253
Flint Drinking Water Crisis: A First Attempt to Model Geostatistically the Space-Time Distribution of Water Lead Levels (Pierre Goovaerts)....Pages 255-275
Statistical Parametric Mapping for Geoscience Applications (Sean A. McKenna)....Pages 277-297
Water Chemistry: Are New Challenges Possible from CoDA (Compositional Data Analysis) Point of View? (Antonella Buccianti)....Pages 299-311
Analysis of the United States Portion of the North American Soil Geochemical Landscapes Project—A Compositional Framework Approach (E. C. Grunsky, L. J. Drew, D. B. Smith)....Pages 313-346
Front Matter ....Pages 347-347
Quantifying the Impacts of Uncertainty (Peter Dowd)....Pages 349-373
Advances in Sensitivity Analysis of Uncertainty to Changes in Sampling Density When Modeling Spatially Correlated Attributes (Ricardo A. Olea)....Pages 375-393
Predicting Molybdenum Deposit Growth (John H. Schuenemeyer, Lawrence J. Drew, James D. Bliss)....Pages 395-409
General Framework of Quantitative Target Selections (Guocheng Pan)....Pages 411-435
Solving the Wrong Resource Assessment Problems Precisely (Donald A. Singer)....Pages 437-446
Two Ideas for Analysis of Multivariate Geochemical Survey Data: Proximity Regression and Principal Component Residuals (G. F. Bonham-Carter, E. C. Grunsky)....Pages 447-465
Mathematical Minerals: A History of Petrophysical Petrography (John H. Doveton)....Pages 467-481
Geostatistics for Seismic Characterization of Oil Reservoirs (Amílcar Soares, Leonardo Azevedo)....Pages 483-504
Statistical Modeling of Regional and Worldwide Size-Frequency Distributions of Metal Deposits (Frits Agterberg)....Pages 505-523
Front Matter ....Pages 525-525
Bayesianism in the Geosciences (Jef Caers)....Pages 527-566
Geological Objects and Physical Parameter Fields in the Subsurface: A Review (Guillaume Caumon)....Pages 567-588
Fifty Years of Kriging (Jean-Paul Chilès, Nicolas Desassis)....Pages 589-612
Multiple Point Statistics: A Review (Pejman Tahmasebi)....Pages 613-643
When Should We Use Multiple-Point Geostatistics? (Gregoire Mariethoz)....Pages 645-653
The Origins of the Multiple-Point Statistics (MPS) Algorithm (R. Mohan Srivastava)....Pages 655-672
Predictive Geometallurgy: An Interdisciplinary Key Challenge for Mathematical Geosciences (K. G. van den Boogaart, R. Tolosana-Delgado)....Pages 673-686
Data Science for Geoscience: Leveraging Mathematical Geosciences with Semantics and Open Data (Xiaogang Ma)....Pages 687-702
Mathematical Morphology in Geosciences and GISci: An Illustrative Review (B. S. Daya Sagar)....Pages 703-740
Front Matter ....Pages 741-741
IAMG: Recollections from the Early Years (John Cubitt, Stephen Henley)....Pages 743-763
Forward and Inverse Models Over 70 Years (E. H. Timothy Whitten)....Pages 765-776
From Individual Personal Contacts 1962–1968 to My 50 Years of Service (Václav Němec)....Pages 777-791
Andrey Borisovich VISTELIUS (Stephen Henley)....Pages 793-812
Fifty Years’ Experience with Hidden Errors in Applying Classical Mathematical Geology (Hannes Thiergärtner)....Pages 813-830
Mathematical Geology by Example: Teaching and Learning Perspectives (James R. Carr)....Pages 831-847
Linear Unmixing in the Geologic Sciences: More Than A Half-Century of Progress (William E. Full)....Pages 849-873
Pearce Element Ratio Diagrams and Cumulate Rocks (J. Nicholls)....Pages 875-896
Reflections on the Name of IAMG and of the Journal (Donald E. Myers)....Pages 897-899
Origin and Early Development of the IAMG (Frits Agterberg)....Pages 901-914
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