integrate bat classification

Reclassifies echoes based on bat classification.

Usage

reclassToBats(
  echoData = NULL,
  batClassProbabilitiesAndMtrFactors = NULL,
  reclassToBatCutoff = -1
)

Arguments

echoData

echodata dataframe, output from extractDbData

batClassProbabilitiesAndMtrFactors

probabilities of bat classification, output from extractDbData'

reclassToBatCutoff

Threshold (0..1), classification of echoes with bat probability higher than reclassToBatCutoff will be set to 'bat'

Value

echoData dataframe

See also

Other manipulation functions: addDayNightInfoPerEcho(), computeDensity(), computeMTR(), convertTimeZone(), createVPTS(), filterSpeedFeature37(), mergeVisibilityAndManualBlindTimes(), twilight()

Author

Fabian Hertner

Examples

if (FALSE) { # \dontrun{
# Set server, database, and other input settings
# ===========================================================================
dbServer = "MACHINE\\SERVERNAME" # Set the name of your SQL server
dbName = "db_Name" # Set the name of your database
dbDriverChar = "SQL Server" # Set either "SQL Server" or "PostgreSQL"
mainOutputDir = file.path(".", "results")
radarTimeZone = "Etc/GMT0"
targetTimeZone = "Etc/GMT0"
listOfRfFeaturesToExtract = c(167, 168)
siteLocation = c(47.494427, 8.716432)
sunOrCivil = "civil"

# Get data
# ===========================================================================
dbData = extractDbData(
  dbDriverChar = dbDriverChar,
  dbServer = dbServer,
  dbName = dbName,
  saveDbToFile = TRUE,
  dbDataDir = mainOutputDir,
  radarTimeZone = radarTimeZone,
  targetTimeZone = targetTimeZone,
  listOfRfFeaturesToExtract = listOfRfFeaturesToExtract,
  siteLocation = siteLocation,
  sunOrCivil = sunOrCivil,
  crepuscule = "nauticalSolar"
)
#'
# Reclass To Bats
# ===========================================================================
dbData$echoData = reclassToBats(
  echoData = dbData$echoData,
  batClassProbabilitiesAndMtrFactors =
    dbData$batClassProbabilitiesAndMtrFactors,
  reclassToBatCutoff = 0.5
)
} # }