camtrapR (version 2.3.0)

activityOverlap: Plot overlapping kernel densities of two-species activities

Description

This function plots kernel density estimates of two species' diel activity data by calling the function overlapPlot from package overlap. It further computes the overlap coefficient Dhat1 by calling overlapEst.

Usage

activityOverlap(
  recordTable,
  speciesA,
  speciesB,
  speciesCol = "Species",
  recordDateTimeCol = "DateTimeOriginal",
  recordDateTimeFormat = "ymd HMS",
  plotR = TRUE,
  writePNG = FALSE,
  addLegend = TRUE,
  legendPosition = "topleft",
  plotDirectory,
  createDir = FALSE,
  pngMaxPix = 1000,
  add.rug = TRUE,
  overlapEstimator = c("Dhat1", "Dhat4", "Dhat5"),
  ...
)

Value

Returns invisibly the data.frame with plot coordinates returned by overlapPlot.

Arguments

recordTable

data.frame. the record table created by recordTable

speciesA

Name of species 1 (as found in speciesCol of recordTable)

speciesB

Name of species 2 (as found in speciesCol of recordTable)

speciesCol

character. name of the column specifying species names in recordTable

recordDateTimeCol

character. name of the column specifying date and time in recordTable

recordDateTimeFormat

character. format of column recordDateTimeCol in recordTable

plotR

logical. Show plots in R graphics device?

writePNG

logical. Create pngs of the plots?

addLegend

logical. Add a legend to the plots?

legendPosition

character. Position of the legend (keyword)

plotDirectory

character. Directory in which to create png plots if writePNG = TRUE

createDir

logical. Create plotDirectory?

pngMaxPix

integer. image size of png (pixels along x-axis)

add.rug

logical. add a rug to the plot?

overlapEstimator

character. Which overlap estimator to return (passed on to argument type in overlapEst)

...

additional arguments to be passed to function overlapPlot

Author

Juergen Niedballa

Details

... can be graphical parameters passed on to function overlapPlot, e.g. linetype, linewidth, linecol (see example below).

recordDateTimeFormat defaults to the "YYYY-MM-DD HH:MM:SS" convention, e.g. "2014-09-30 22:59:59". recordDateTimeFormat can be interpreted either by base-R via strptime or in lubridate via parse_date_time (argument "orders"). lubridate will be used if there are no "%" characters in recordDateTimeFormat.

For "YYYY-MM-DD HH:MM:SS", recordDateTimeFormat would be either "%Y-%m-%d %H:%M:%S" or "ymd HMS". For details on how to specify date and time formats in R see strptime or parse_date_time.

References

Mike Meredith and Martin Ridout (2018). overlap: Estimates of coefficient of overlapping for animal activity patterns. R package version 0.3.2. https://CRAN.R-project.org/package=overlap
Ridout, M.S. and Linkie, M. (2009) Estimating overlap of daily activity patterns from camera trap data. Journal of Agricultural, Biological and Environmental Statistics, 14, 322-337.

See Also

activityDensity
https://www.kent.ac.uk/smsas/personal/msr/overlap.html

Examples

if(requireNamespace("overlap")) {

# load record table
data(recordTableSample)

# define species of interest
speciesA_for_activity <- "VTA"    # = Viverra tangalunga, Malay Civet
speciesB_for_activity <- "PBE"    # = Prionailurus bengalensis, Leopard Cat

# create activity overlap plot (basic)
activityOverlap (recordTable = recordTableSample,
                 speciesA    = "VTA",    # = Viverra tangalunga, Malay Civet
                 speciesB    = "PBE",    # = Prionailurus bengalensis, Leopard Cat
                 writePNG    = FALSE,
                 plotR       = TRUE
)


                                     
# create activity overlap plot (prettier and with some overlapPlot arguments set)

activityOverlap (recordTable = recordTableSample,
                 speciesA    = speciesA_for_activity,
                 speciesB    = speciesB_for_activity,
                 writePNG    = FALSE,
                 plotR       = TRUE,
                 createDir   = FALSE,
                 pngMaxPix   = 1000,
                 linecol     = c("black", "blue"),
                 linewidth   = c(5,3),
                 linetype    = c(1, 2),
                 olapcol     = "darkgrey",
                 add.rug     = TRUE,
                 extend      = "lightgrey",
                 ylim        = c(0, 0.25),
                 main        = paste("Activity overlap between ", 
                                     speciesA_for_activity, "and", 
                                     speciesB_for_activity)
)
}