Overview
- Provides basics of R language syntax and its application to geochemical problems; gives a comprehensive introduction to the GCDkit system
- Explains fundamentals of numerical modelling of igneous processes (including not only formulae, but also showing the successful modelling strategies)
- Includes numerous worked examples indicating how geochemical modelling helps us to understand geological problems
- Includes supplementary material: sn.pub/extras
Part of the book series: Springer Geochemistry (SPRIGEO)
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Table of contents (26 chapters)
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Front Matter
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R/GCDkit at work
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Front Matter
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Modelling major elements
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Front Matter
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Modelling trace elements
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Front Matter
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Radiogenic isotopes
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Front Matter
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Keywords
About this book
The aim of this book is to unlock the power of the freeware R language to advanced university students and researchers dealing with whole-rock geochemistry of (meta-) igneous rocks. The first part covers data input/output, calculation of commonly used indexes and plotting in R. The core of the book then focusses on the presentation and practical implementations of modelling techniques used for fingerprinting processes such as partial melting, fractional crystallization, binary mixing or AFC using major-, trace-element and radiogenic isotope data. The reader will be given a firm theoretical basis for forward/reverse modelling, followed by exercises dealing with typical problems likely to be encountered in real life, and their solutions using R. The concluding sections demonstrate, using practical examples, how a researcher can proceed in developing a realistic model simulating natural systems. The appendices outline the fundamentals of the R language and provide a quick introductionto the open-source R-package GCDkit for interpretation of whole-rock geochemical data from igneous and metamorphic rocks.
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Authors and Affiliations
About the authors
Vojtěch Janoušek (*1968) is associate professor at the Charles University in Prague, employed in the radiogenic isotopes laboratory of the Czech Geological Survey. He received a MSci from the Charles University and a PhD in geochemistry from the University of Glasgow. His research focusses on igneous geochemistry, geochronology and numerical modelling as well as computing in geosciences. He is editor-in-chief of open-access Journal of Geosciences.
Jean-François Moyen is professor at the University of Saint-Etienne, France. He obtained a PhD in petrology and geochemistry at the University of Clermont-Ferrand (France), and was a post-doc and then lecturer in Stellenbosch, South Africa (2003–2009). His research interests include geochemical modelling, igneous petrology and geochemistry.
Hervé Martin is Professor at the University Blaise Pascal in Clermont-Ferrand, France, where he works in the “Laboratoire Magmas et Volcans”. The research that he develops consists inmodeling the geochemical behaviour of major and trace elements in order to constrain the petrogenesis of the Earth’s primitive continental crust, as well as magma genesis in modern subduction zones.
Vojtěch Erban is working at the Radiogenic Isotopes Laboratory of the Czech Geological Survey in Prague. His professional interests comprise geochemistry, isotope analytics and geochemical modelling.
Colin Farrow is an IT specialist and former member of the Department of Geology & Applied Geology, University of Glasgow with an interest in developing software for geological data analysis.
Bibliographic Information
Book Title: Geochemical Modelling of Igneous Processes – Principles And Recipes in R Language
Book Subtitle: Bringing the Power of R to a Geochemical Community
Authors: Vojtěch Janoušek, Jean-François Moyen, Hervé Martin, Vojtěch Erban, Colin Farrow
Series Title: Springer Geochemistry
DOI: https://doi.org/10.1007/978-3-662-46792-3
Publisher: Springer Berlin, Heidelberg
eBook Packages: Earth and Environmental Science, Earth and Environmental Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2016
Hardcover ISBN: 978-3-662-46791-6Published: 22 September 2015
Softcover ISBN: 978-3-662-51687-4Published: 29 October 2016
eBook ISBN: 978-3-662-46792-3Published: 10 September 2015
Series ISSN: 2366-6285
Series E-ISSN: 2366-6293
Edition Number: 1
Number of Pages: XXVIII, 346
Number of Illustrations: 246 b/w illustrations, 86 illustrations in colour
Topics: Geochemistry, Simulation and Modeling, Geoecology/Natural Processes