Summary

Instead of using extractDbData() to extract all relevant data at once to calculate densities or Migration Traffic Rates, one sometimes just wants to have a look at certain specific tables in the database like the site, radar or any of the other tables in the ‘Birdscan MR1’ ‘SQL’ database. This vignette provides some examples of how the different ‘get’ functions can be used to extract these different tables:

getBatClassification(): extract the bat classification table
getCollectionTable(): extract the echo collection table
getEchoFeatures(): extract the echo features table
getEchoValidationTable(): extract the echo validation table
getProtocolTable(): extract the protocol table
getRadarTable(): extract the radar table
getRfClassification(): extract the RF classification table
getSiteTable(): extract the site table
getTimeBinsTable(): extract the time bins table (note: These are not the time bins used in computeMTR and computeDensity())
getVisibilityTable(): extract the visibility table

Before we get started

We first load the birdscanR package:

library(birdscanR)

Then we set our inputs:

# Set main output directory
# =============================================================================
mainOutputDir = tempdir()

Open the connection to the SQL database:

# Set server and database 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"

# Open the connection with the database
# ===========================================================================
dsn = paste0(
  "driver=", dbDriverChar, ";server=", dbServer,
  ";database=", dbName,
  ";uid=", rstudioapi::askForPassword("Database user"),
  ";pwd=", rstudioapi::askForPassword("Database password")
)
dbConnection = RODBC::odbcDriverConnect(dsn)

Examples

Extracting the bat classification table

Use getBatClassification() to extract the table with the bat vs nonbat classifications.

# load collection table
# =============================================================================
message("Extracting the bat classification table from DB...")
batClassifications = getBatClassification(dbConnection, timeInterval)

Extracting the echo collection table

Use getCollectionTable() to extract the echo data from the collection table. The parameter timeInterval can be used to restrict extraction to a specific time interval only.

# load collection table
# =============================================================================
message("Extracting collection table from DB...")
timeInterval = NULL # e.g. c(as.Date("2024-03-01"),as.Date("2024-03-15"))
echoData = getCollectionTable(dbConnection, timeInterval)

Extracting specific echo features form the echo_rffeature_map table

Use getEchoFeatures() to extract additional features stored for each sample. For a full list of available features, and the corresponding feature numbers, see the rffeatures table in the SQL dataset. There are currently 190 features available. Use c(0, 189) to extract all features from the echo_rffeature_map table.

# Example: Extract the wing beat frequency and credibility
# =============================================================================
message("Extracting rffeatures table from DB...")
listOfRfFeaturesToExtract = c(167, 168)
echoRfFeatureMap = getEchoFeatures(dbConnection, dbDriverChar,
  listOfRfFeaturesToExtract = listOfRfFeaturesToExtract
)

# Add the newly extracted features to the existing echoData
# =============================================================================
echoData %>% left_join(echoData, echoRfFeatureMap, by = join_by(row == echo))

Extracting information on the study site

Use getSiteTable() to extract the site table that holds information about the site where the data was collected like the start and end dates of the radar campaign, latitude, longitude, altitude, and other details.

# Extract the site  table from the SQL database
# =============================================================================
message("Extracting site table from DB...")
siteTable = getSiteTable(dbConnection)