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recurse packageThe recurse package can be used to analyze animal
trajectory data to look for returns to a previously visited area,
i.e. revisitations. These revisits cold be interesting ecologically for
a number of reasons. For example, they could be used to identify nesting
or denning sites or important resource locations such as water points.
Other scenarios include trapline foraging behavior, large-scale movement
patterns like migration, and predator-prey interactions.
The recurse package is flexible and supports identifying
revisitations of the trajectory itself for single or multiple
individuals as well as pre-specifying locations of interest for which to
calculate revisitations. In addition to the number of revisits to each
location, additional metrics are calculated including the residence time
at each location and the time between revisits. Alternatively, one can
specify a polygon in which to calaculate revisits and residence time.
This could be useful if there was a specific landscape feature where the
precise boundary is important, such as a protected area, land use type,
or territory.
Here is a simple example showing how to calculate revisits for a trajectory, using an example data set in the package. For more examples, look at the package vingette or our paper on the package.
Bracis C, Bildstein K and Mueller T (2018). Revisitation analysis uncovers spatio-temporal patterns in animal movement data. Ecography. doi: 10.1111/ecog.03618
library(recurse)
data(martin)
revisits = getRecursions(martin, radius = 2)
plot(revisits, martin, legendPos = c(10, -15))
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.