2024-11-13
This repository is linked to the manuscript: “Quantitative bed-type classification for a global comparison of deep-water sedimentary systems”
Authors: Budai, S., Colombera, L., McArthur, A. and Patacci, M.
contact: soma.budai@unipv.it
This repository contains two R codes located in separate folders. The Deep-Water Bed Classifier R script (DW-BC) can used to classify deep-water beds into pre-defined bed-types (described in the article) based on their internal facies. The second script, Deep-Water Sedimentary Log Generator (DW-SLG) utilizes a compiled dataset and the bed data generated by the first script to create synthetic 1D representation of terminal deposit, channel and levee elements in the form of sedimentary logs.
Both scripts are supplied with dummy datasets as .csv files, to access these datasets without modifying the code the folder hierarchy of the repository should not be changed and the R project file should be used. Further information can be read in the manuals linked to the scripts.
Both scripts are supplied with example outputs.
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MASS (version 7.3-60.2, included in base R)
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dplyr (1.1.4)
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ggplot2 (3.5.1)
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ggpubr (0.6.0)
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stringr (1.5.1)
After download the .R files can be opened and run in any IDE capable to run R scripts (the presented codes were written and tested in RStudio (version 2024.09.0+375)). An R project file named deep_water_bed_types.Rpro is also provided.