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audiomoth.tools

R-CMD-check

Audiomoths are super cool autonomous recording units (ARUs) that record audio on a set recording schedule. They are often used to record the calls of birds or bats in an environment. Audiomoth.tools is a collection of functions that I have put together when using my Audiomoth. Feel free to recommend changes or improvements!

Installation

You can install the development version of this package from GitHub with:

# install.packages("remotes")
remotes::install_github("samherniman/audiomoth.tools")

Example

library(audiomoth.tools)

Currently, there are only two useful functions in this package:

Use extract_header_info to extract the information contained in the headers of each WAV file. The headers contain the recording date, time, serial number, gain setting, battery state, and temperature. More details and Python code are provided by Open Acoustic Devices here. This function extracts these data from the header of all Audiomoth files in a given directory and returns a dataframe.

extract_header_info(system.file("extdata", package = "audiomoth.tools"), recursive = FALSE)
#> # A tibble: 3 x 6
#>   recorded_date_time  timezone sensor_name_ser~ gain_setting battery_voltage
#>   <dttm>              <chr>    <chr>            <chr>                  <dbl>
#> 1 2021-02-01 21:01:00 UTC      AudioMoth 11X11~ medium                     4
#> 2 2021-02-01 21:06:00 UTC      AudioMoth 11X11~ medium                     4
#> 3 2021-02-01 21:11:00 UTC      AudioMoth 11X11~ medium                     4
#> # ... with 1 more variable: temperature_celcius <dbl>

Here’s an example of a figure you can make with the temperature.

header_df <- vroom::vroom(system.file("extdata", "header_df.csv", package = "audiomoth.tools"))

library(ggplot2)
library(magrittr)

header_df %>%
  ggplot(data = .)+
  geom_point(aes(x = recorded_date_time, y = temperature_celcius, color = temperature_celcius))+
  geom_smooth(
    aes(x = recorded_date_time, y = temperature_celcius),
    method = 'gam',
    se = FALSE,
    color = "brown"
    )+
  scico::scale_color_scico("Temperature (°C)", palette = "romaO", direction = -1) +
  labs(y = "Temperature (°C)", x = "Date") +
  theme(
    panel.background = element_rect(fill = "grey98"),
    panel.grid.major = element_blank(),
    panel.grid.minor = element_blank())

Depending on your version of the audiomoth software, filenames may look like 20210201_210100T.WAV (YYYYMMDD_HHMMSST). If you want to upload these files to Arbimon, you may have to remove the T at the end of each filename. You can use rename_audiomoth_files to do this.

rename_audiomoth_files(system.file("extdata", package = "audiomoth.tools"))