Learn R Programming

The R Package: DendroSync

A Set of Tools for Calculating Spatial Synchrony Between Tree-Ring Chronologies.

General Description

  • Dendrosync is an R library that provides functions for the calculation and plotting of synchrony in the tree growth from tree-ring width chronologies (TRW index). It combines variance-covariance (VCOV) mixed modelling with functions that quantify the degree to which TRW chronologies contain a common temporal signal. It also implements temporal trends in spatial synchrony using a moving window. These methods can also be used with other kind of eacological variables that have temporal autocorrelation corrected.

  • Version 0.1.4

  • Depends: R (>= 3.1.2), nlme, ggplot2

Package Contents

  • The package contains different functions to evaluate synchrony in tree growth from tree-ring width chronologies. Each function is described in help files with clear examples.

For a detailed description of the package visit: josugalday/r-stuff

  • Main functions:
  1. dendro.varcov: it calculates variance-covariance (VCOV) mixed models

  2. mod.table: it provides a table to compare fitted variance-covariance (VCOV) mixed models by AIC, AICc, BIC

  3. sync: it calculates spatial synchrony from fitted variance-covariance mixed models

  4. sync.plot: it creates dot plots of within- and between-group synchrony

  5. sync.trend: it calculates temporal trends of spatial sinchrony

  6. sync.trend.plot: it creates a line chart showing temporal trends of spatial synchrony

Contact

Alday JG; Shestakova TA, Resco de Dios V, Voltas J. (2018) DendroSync: An R package to unravel synchrony patterns in tree-ring networks. Dendrochronologia 47: 17-22.

Copy Link

Version

Install

install.packages('DendroSync')

Monthly Downloads

233

Version

0.1.4

License

GPL-2

Maintainer

Josu Alday

Last Published

May 26th, 2022

Functions in DendroSync (0.1.4)

sync

Calculate within- and between-group synchrony
mod.table

Function to calculate goodness-of-fit statistics for variance-covariance models
het.var

Variances per varGroup stratum for heteroscedastic models
csbet.aSE

Between-group synchrony for homoscedastic compound symmetry model
sync.trend.plot

Plot temporal trends of synchrony
sync.trend

Calculate temporal trends of synchrony
sync.plot

Plot within- and between-group synchrony
bet.aSE

Between-group synchrony for a homoscedastic unstructured model
gen.aSE

Within-group synchrony for homoscedastic models
cswi.het.aSE

Within-group synchrony for heteroscedastic compound symmetry mixed models
csbet.het.aSE

Between-group synchrony for heteroscedastic compound symmetry model
dendro.varcov

Fit variance-covariance mixed models on tree-ring chronologies
gen.het.aSE

Within-group synchrony for heteroscedastic mixed models
bet.het.aSE

Between-group synchrony for a heteroscedastic unstructured model
cswi.aSE

Within-group synchrony for homoscedastic compound symmetry model
conifersIP

Iberian Peninsula tree-ring width dataset