An Interface for Microclimate Time Series Analysis

An R code with a GUI for microclimate time series, with an emphasis on underground environments. 'KarsTS' provides linear and nonlinear methods, including recurrence analysis (Marwan et al. (2007) ) and filling methods (Moffat et al. (2007) ), as well as tools to manipulate easily time series and gap sets.


KarsTS 2.4.1

KarsTS is an R-based code with a GUI designed to analyze microclimatic time series with an emphasis on underground environments, such as caves; nonetheless, it can be useful in many other fields of research.

KarsTS was born as a package for time series gap filling and thus, it offers multiple univariate and multivariate gap filling tools. However, as KarsTS was intended to be a self-sufficient program, it soon grew to encompass several tools for linear and nonlinear time series analysis, preprocessing and plotting. In particular, KarsTS includes several tools for recurrence analysis.

For further information, please, check the User's guide, which is located in the folder inst/extdata.

Reference manual

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install.packages("KarsTS")

2.4.1 by Marina Saez, 6 years ago


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


Authors: Marina Saez [aut, cre] , David Benavente [ths] , Soledad Cuezva [ths] , Concepcion Pla [ctb]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports circular, MVN, tcltk, tcltk2, tseriesChaos, stlplus, tseries, forecast, stinepack, missForest, nonlinearTseries, stats, graphics, utils, zoo, grDevices, rgl, mgcv, infotheo, plot3D


See at CRAN