multi_species_pca

The swarm space PCA of 4 species: stickleback fish, homing
 pigeons, goats and chacma baboons. First published as part of:
Papadopoulou Marina, Fürtbauer Ines, O'Bryan Lisa R., Garnier Simon,
 Georgopoulou Dimitra G., Bracken Anna M., Christensen Charlotte and King
 Andrew J. 2023. Dynamics of collective motion across time and species. Phil.
 Trans. R. Soc. B 378: 20220068. http://doi.org/10.1098/rstb.2022.0068

datasets

Provides a pipeline for the comparative analysis of
collective movement data (e.g. fish schools, bird flocks, baboon troops) by
processing 2-dimensional positional data (x,y,t) from GPS trackers or computer
vision tracking systems, discretizing events of collective motion, calculating
a set of established metrics that characterize each event, and placing the
events in a multi-dimensional swarm space constructed from these metrics.
The swarm space concept, the metrics and data sets included are described in:
Papadopoulou Marina, Furtbauer Ines, O'Bryan Lisa R., Garnier Simon,
Georgopoulou Dimitra G., Bracken Anna M., Christensen Charlotte and King
Andrew J. (2023) <doi:10.1098/rstb.2022.0068>.

Marina Papadopoulou

swaRmverse

Swarm Space Creation

Simon Garnier

multi_species_pca function

A list of 5 elements, exported by the <code>stats::prcomp function</code>.

multi_species_pca: Multi-Species PCA

Description

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References

See Also