Geochemical Modelling of Igneous Processes – Principles And Recipes in R Language Bringing the Power of R to a Geochemical Community /

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...

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Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Janoušek, Vojtěch (Συγγραφέας), Moyen, Jean-François (Συγγραφέας), Martin, Hervé (Συγγραφέας), Erban, Vojtěch (Συγγραφέας), Farrow, Colin (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
Έκδοση:1st ed. 2016.
Σειρά:Springer Geochemistry
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 1 Introduction
  • Part I R/GCDkit at work
  • 2 Data manipulation and simple calculations
  • 3 Classical plots
  • 4 Specialized plots
  • 5 Radiogenic isotopes
  • Part II Modelling major elements
  • 6 Direct models
  • 7 Reverse models
  • 8 Forward modelling in R
  • 9 Reverse modelling in R
  • Part III Modelling trace elements
  • 10 Dilute trace elements: partition coefficients
  • 11 Direct (dilute) trace-element models
  • 12 Reverse (dilute) trace-element models
  • 13 Trace elements as essential structural constituents of accessory minerals: the solubility concept
  • 14 Forward modelling in R
  • 15 Reverse modelling in R
  • Part IV Radiogenic isotopes
  • 16 Direct models
  • 17 Reverse models
  • 18 Forward modelling in R
  • 19 Reverse modelling in R
  • Part V Practical modelling
  • 20 Choosing an appropriate model
  • 21 Semi-quantitative geochemical approach
  • 22 Constraining a model
  • 23 Numerical tips and tricks
  • 24 Common sense in action
  • Part VI Worked examples
  • 25 Differentiation of a calc-alkaline volcanic series: example of the Atacazo-Ninahuilca volcanoes, Ecuador
  • 26 Progressive melting of a metasedimentary sequence: the Saint-Malo migmatitic complex, France
  • Appendix I R syntax in a nutshell
  • Appendix II Introduction to GCDkit
  • Appendix III Solving systems of linear algebraic equations in R.