Poster (Scientific congresses and symposiums)
StratigrapheR: an R package for integrated stratigraphy
Wouters, Sébastien; Da Silva, Anne-Christine; Boulvain, Frédéric et al.
2019STRATI 2019
 

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Keywords :
Integrated Stratigraphy; R; StratigrapheR
Abstract :
[en] StratigrapheR is an open-source integrated stratigraphy package. It is available in the free software environment R (https://CRAN.R-project.org/package=StratigrapheR) and is designed to manage the large amount of data needed to perform cyclostratigraphy. As this discipline can be carried out by visual analysis on lithological observations and by time-series analyses, StratigrapheR endeavours to link the two by allowing the semi-automated generation of lithologs, the processing of stratigraphical information, and the visualisation of any plot along the lithologs in the R environment. The basic graphical principle behind StratigrapheR is the incremental addition of elements to a drawing: a plot is opened, and graphical elements are successively added. This allows compartmentalisation of the drawing process, as well as the superposition of different plots for comparison. For instance a litholog of a single section can be written as a single function including all the drawing sub-functions, and be integrated in a larger plot, for instance to be correlated to other sections or to show proxy data. The StratigrapheR package is designed for efficient work, and minimum coding, while still allowing versatility. The lithological information of beds (upper and lower boundary, hardness, lithology, etc.) is converted into polygons. All polygons are drawn together using a single function, and each polygon can have its personalised symbology allowing to distinguish lithologies. A similar workflow can be used for plotting proxies while distinguishing each sample by their lithology. Vector graphics can be imported as SVG files, and precisely drawn with the lithologs to serve as symbols or complex elements. Every type of symbol is plotted by calling one single function which repeats the drawing for each occurrence of the represented feature. This illustrates that the amount of work invested to make lithologs using StratigrapheR is related to their complexity rather than their length: a long but monotonous litholog (e.g. of marl-limestone alternations) only takes a few lines of code to generate. The StratigrapheR package also allows basic visualisation and processing of oriented data used for magnetostratigraphy: efficient functions are provided for stereographic projections, Zijderveld plots, conversion between data conventions and reorientation (sample correction, bedding correction, rotation). It also provides a set of functions to deal with selected stratigraphic intervals (for instance in the [0,1[ form): they allow simplification, merging, inversion and visualisation of intervals, as well as identifying the samples included in the given intervals, and characterising the relation of the intervals with each other (overlap, neighbouring, etc.). StratigrapheR includes PDF and SVG generation of plots, of any dimension. The generated PDF can even store multiple plots in a single file (each plot on a different page) to document data processing comprehensively.
Disciplines :
Earth sciences & physical geography
Author, co-author :
Wouters, Sébastien ;  Université de Liège - ULiège > Département de géologie > Pétrologie sédimentaire
Da Silva, Anne-Christine  ;  Université de Liège - ULiège > Département de géologie > Pétrologie sédimentaire
Boulvain, Frédéric  ;  Université de Liège - ULiège > Département de géologie > Pétrologie sédimentaire
Devleeschouwer, Xavier;  Institut Royal des Sciences Naturelles de Belgique > O.D. Earth and History of Life
Language :
English
Title :
StratigrapheR: an R package for integrated stratigraphy
Publication date :
July 2019
Number of pages :
A0
Event name :
STRATI 2019
Event place :
Milan, Italy
Event date :
du 2 au 5 juillet 2019
Audience :
International
Name of the research project :
Assessment of the reproducibility of cyclostratigraphy during the Hauterivian
Funders :
Fédération Wallonie Bruxelles. Fonds de la Recherche Scientifique - F.R.S.-FNRS
Available on ORBi :
since 25 June 2019

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