Empirical Mode Decomposition for Cyclostratigraphy

Tools to apply Ensemble Empirical Mode Decomposition (EEMD) for cyclostratigraphy purposes. Mainly: a new algorithm, extricate, that performs EEMD in seconds, a linear interpolation algorithm using the greatest rational common divisor of depth or time, different algorithms to compute instantaneous amplitude, frequency and ratios of frequencies, and functions to verify and visualise the outputs. The functions were developed during the CRASH project (Checking the Reproducibility of Astrochronology in the Hauterivian). When using for publication please cite Wouters, S., Da Silva, A.C. Crucifix, M., Sinnesael, M., Zivanovic, M., Boulvain, F., Devleeschouwer, X., 2019, "Litholog generation with the 'StratigrapheR' package and signal decomposition for cyclostratigraphic purposes". Geophysical Research Abstracts Vol. 21, EGU2019-5520, 2019, EGU General Assembly 2019. < http://hdl.handle.net/2268/234402>.


Reference manual

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1.0.4 by Sebastien Wouters, 4 months ago

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

Authors: Sebastien Wouters [aut, cre]

Documentation:   PDF Manual  

GPL-3 license

Imports graphics, stats, utils, usethis, tictoc, StratigrapheR, hht, grid, hexbin, colorRamps, dplyr

Suggests EMD, Rssa, astrochron, tidyverse

See at CRAN