Data and scripts underlying the publication: Unveiling the roles of temporal periodicity, the spatial environment and behavioural modes in terrestrial animal movement

Creators
Contributors
  • Jasper A.J. Eikelboom
  • Henrik J. de Knegt
Publication date 04-07-2024
Description
Data and scripts underlying the publication: Unveiling the roles of temporal periodicity, the spatial environment and behavioural modes in terrestrial animal movement. The RData file Linssen_2024_JMovEcol_data contains everything needed to be able to run the code for the analysis: - Data tables with location data (timestamp, x, y...), one for each species. These data have been pre-processed, cleaned and annotated with environmental covariates as described in the manuscript. - A custom function collectmuHMMoutput(), which is used to collect all the relevant components of a HMM fit (the model itself, starting parameters, Viterbi decoding et cetera) into one list object. - A custom function mutatePar0(), which takes starting parameters for a model and creates four sets of perturbations of those starting values (as described in the manuscript under Model fitting). The R file Linssen_2024_JMovEcol_script contains the code needed to run the analysis. The code can be ran from top to bottom to run the analysis for eland; for wildebeest and zebra the "species" parameter in line 13 should be set to either of these.
Publisher 4TU.ResearchData
Organisations
  • Faculty of Science (FNWI) - Institute for Biodiversity and Ecosystem Dynamics (IBED)
Document type Dataset
Related publication Unveiling the roles of temporal periodicity, the spatial environment and behavioural modes in terrestrial animal movement
DOI https://doi.org/10.4121/4ed0e7cd-50e7-4bc4-aae7-289fc0e38dc2.v1
Other links https://data.4tu.nl/datasets/4ed0e7cd-50e7-4bc4-aae7-289fc0e38dc2/1
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