The files in this directory is supplementary material for "Donatelli, A., Mastrantonio, G. & Ciucci, P. Circadian activity of small brown bear populations living in human-dominated landscapes. Sci Rep 12, 15804 (2022). https://doi.org/10.1038/s41598-022-20163-1" Please refer to the aforementioned publication for details and context.
To use this code on your data, this should contain the following columns: Speed (hourly movement rates in km/h), Hours (hour of the day, 1-24), ID (numeric individual identifier), Sex (sex of the individual as a number, e.g., female=1), Season (season as a number, defined according to your case study, e.g., spring = 1), DistRoad1 (distance to primary roads in km), DistRoad2 (distance to secondary roads in km), DistSettl (distance to settlements in km).
best_selected_model.R : this is the code of our best selected model.
example_data.csv : this is dummy data you can use to run the code.