moveHMM

Animal Movement Modelling using Hidden Markov Models


License
GPL-3.0

Contributors

Théo Michelot RolandLangrock bmcclintock


See all contributors


Documentation

moveHMM CRAN_Status_Badge License: GPL v3 Downloads

An R package for modelling animal movement with hidden Markov models.

Get started with the vignette: Guide to using moveHMM

Installation instructions

Stable release

The package is available on CRAN. To install it from CRAN, you can use the following commands:

# install dependencies
install.packages(c("Rcpp","RcppArmadillo","sp","CircStats"))
# install moveHMM
install.packages("moveHMM")

Install from Github

To install the latest (unstable) version of the package from Github:

install.packages(c("Rcpp","RcppArmadillo","sp","CircStats","devtools"))
library(devtools)
install_github("TheoMichelot/moveHMM", build_vignettes=TRUE)

References

Michelot, T., Langrock, R., Patterson, T.A. (2016). moveHMM: An R package for analysing animal movement data using hidden Markov models. Methods in Ecology and Evolution. 7(11), 1308-1315.

Langrock, R., King, R., Matthiopoulos, J., Thomas, L., Fortin, D., & Morales, J. M. (2012). Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions. Ecology, 93(11), 2336-2342.

Patterson, T. A., Basson, M., Bravington, M. V., & Gunn, J. S. (2009). Classifying movement behaviour in relation to environmental conditions using hidden Markov models. Journal of Animal Ecology, 78(6), 1113-1123.