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Description

Animal Movement Modelling using Hidden Markov Models.

Provides tools for animal movement modelling using hidden Markov models. These include processing of tracking data, fitting hidden Markov models to movement data, visualization of data and fitted model, decoding of the state process, etc. <doi:10.1111/2041-210X.12578>.

moveHMM CRAN_Status_Badge License: GPL v3 Downloads

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

Get started with the vignettes:

Installation instructions

Stable release

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

install.packages("moveHMM")

Install from Github

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

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.

Metadata

Version

1.9

License

Unknown

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