Geochemical Modelling of Igneous Processes - Principles And Recipes in R Language : Bringing the Power of R to a Geochemical Community - Janoušek, Vojtěch.; Moyen, Jean-François.; Martin, Hervé.; Erban, Vojtěch.; Farrow, Colin; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016)
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.
Keywords: Geochemistry; Computer simulation; Geoecology; Environmental geology; Geochemistry; Simulation and Modeling; Geoecology/Natural Processes