A Comprehensive Package for Sediment Source Unmixing

Source apportionment toolkit for fluvial catchments and river sediment provenance. It estimates how much each source contributes to a sediment mixture, using frequentist, Bayesian, and machine-learning models on the same dataset. The software includes tools to check which tracer is causing an unrealistic result, plus built-in validation against artificial mixtures with known, true source proportions.


Reference manual

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install.packages("FluvialTracer")

1.0.0 by Margarita Villalonga, 5 hours ago


Browse source code at https://github.com/cran/FluvialTracer


Authors: Margarita Villalonga [aut, cre] , Esther Cepeda [aut] , Maarten Wynants [aut] , Ivan Lizaga [aut, ths, ldr] , Samuel Bodé [ctb] , Pascal Boeckx [ctb] , William Blake [ctb] , Jan Vanaverbeke [ctb] , Ulrike Braeckman [ctb] , Aiming Lian [ctb] , Borja Latorre [ctb] , Yuri Jacques Agra Bezerra da Silva [ctb] , Leticia Gaspar [ctb] , Jorge Crespo [ctb] , Ana Navas [ctb] , Maziar Mohammadi [ctb] , Vince Q Vu [ctb]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports car, cluster, crayon, dplyr, GGally, ggplot2, ggtext, grDevices, gridExtra, klaR, magrittr, MASS, MixSIAR, plotly, plyr, randomForest, reshape2, rjags, scales, stats, Ternary, tibble, tidyr, tidyselect, utils, xgboost

Suggests patchwork, rgl, stringr


See at CRAN