Data and R code from: Fin whale song evolution in the North Atlantic
Abstract
Animal songs can change within and between populations as the result of different evolutionary processes. When these processes include cultural transmission, the social learning of information or behaviours from conspecifics, songs can undergo rapid evolutions because cultural novelties can emerge more frequently than genetic mutations. Understanding these song variations over large temporal and spatial scales can provide insights into the patterns, drivers and limits of song evolution that can ultimately inform on the species’ capacity to adapt to rapidly changing acoustic environments.
In this study, we analysed changes in fin whale (Balaenoptera physalus) songs recorded over two decades (1999–2020) across the central and eastern North Atlantic Ocean. We document a rapid replacement of song INIs (inter-note intervals) over just four singing seasons (2000/2001–2004/2005) in the southeast location of the Oceanic Northeast Atlantic (ONA) region, that co-occurred with hybrid songs (with both INIs). During the transition in song INIs (2002/2003) we show a clear geographic gradient in the occurrence of different song INIs in the whole ONA region. We also found gradual changes in song INIs (Figure 3A) and 20-Hz note (Figure 3B) and HF note (Figure 3C) peak frequencies over more than a decade with fin whales adopting song changes. These results provide evidence of vocal learning in fin whales and reveal patterns of song evolution that raise questions on the limits of song variation in this species.
README: Data and R code from: Fin whale song evolution in the North Atlantic
These different datasets are in a CSV format to be used in the R script provided. Some datasets were used to create figures in the associated paper, which numbers are in brackets.
Description of the Data and file structure
Datasets contain measurements of three different fin whale parameters (internote interval and peak frequencies of the 20-Hz and higher frequency notes sorted by song (or day, since only one song was analysed per day). Measurements were made by the acoustic software Raven Pro 1.5 and then transferred to a database. The following datasets are included:
Perc_SE_songs: contains the percentages of each INI type from 1999 to 2005 at the southeast (SE) location of the Oceanic Northeast Atlantic (ONA) region (Figure 1B in paper). Column headers are the following:
- "Year"- referring to singing season (October through March) thus covering two years at a time
- "perc"-percentage (%) of each song INI type in each year
- "INI"- the type of INI .
INI_ave_SE_99_05: contains all INIs averaged by song collected from 1999 to 2005 at the SE location of the ONA region (Figure 1C in paper). Column headers are the following:
- "date"- day of the analysed song
- "Ave_INI"-averaged INIs by song and day
- "SD_INI"- standard deviation for INIs by song and day
- "Ave_PF"- averaged peak frequencies of 20-Hz notes by song and day
- "SD_PF"-standard deviation of peak frequencies of 20-Hz notes by song and day
- "Num_INI"-number of INIs measured.
Perc_ONA_songs: contains the percentages of each INI during the 2002/2003 singing season at 6 locations of the ONA region (Figure 2 in paper). Column headers are the following:
- "perc": percentage (%) of each song INI type by location
- "INI"- the type of INI
- "Location" - location within the ONA region denoted by CE (central east), CW (central west), NE (north east), NW (north west), SE (south east) and SW (south west).
INI_ave_06_20: contains all INIs averaged by song collected from 2006 to 2020 and sorted by location, region and year (Figure 3A in paper). Column headers are the following:
- "Region"- regions as described in "Sampling locations" from the paper's methods section
- "Location" - locations as described in "Sampling locations" from the paper's methods section
- "date" - day of the analysed song
- "Ave_INI"-averaged INIs by song and day
- "SD_INI"- standard deviation for INIs by song and day
- "Ave_PF"- averaged peak frequencies of 20-Hz notes by song and day
- "SD_PF"-standard deviation of peak frequencies of 20-Hz notes by song and day
- "Num_INI"-number of INIs measured
- "Recorder"- Typer of recorder denoted by AR (Autonomous recorder) and OBS (Ocean bottom seismometer)
- "year"- year of the analysed song.
20Hz_ave_EARs: contains INIs and peak frequencies of the 20-Hz note averaged by song (or day) and its standard deviations sorted by location, region and year recorded only with Ecologic Acoustic Recorders (EARs) (Figure 3B in paper). Column headers are the following:
- "Region"- regions as described in "Sampling locations" from the paper's methods section
- "Location" - locations as described in "Sampling locations" from the paper's methods section
- "date" - day of the analysed song
- "year"- year of the analysed song
- "Ave_INI"-averaged INIs by song and day
- "SD_INI"- standard deviation for INIs by song and day
- "Ave_PF"- averaged peak frequencies of 20-Hz notes by song and day
- "SD_PF"-standard deviation of peak frequencies of 20-Hz notes by song and day
- "Num_INI"-number of INIs measured.
HF_ave: contains peak frequencies of the high frequency (HF) note averaged by song (or day) and its standard deviations sorted location, region and year (Figure 3C in paper). Column headers are the following:
- "Region"- regions as described in "Sampling locations" from the paper's methods section
- "Location" - locations as described in "Sampling locations" from the paper's methods section
- "date" - day of the analysed song
- "year"- year of the analysed song
- "Ave_PF"- averaged peak frequencies of HF notes by song and day
- "SD_PF"-standard deviation of peak frequencies of HF notes by song and day
- "Num_note"-number of notes measured.
INI_all: contains all INIs measured from 1999 to 2020 and sorted by location, region and year (Figure 4A). Column headers are the following:
- "Region"- regions as described in "Sampling locations" from the paper's methods section
- "Location" - locations as described in "Sampling locations" from the paper's methods section
- "date" - day of the measured INI
- "month" - month of the measured INI
- "year"- year of the measured INI
- "year2" -singing season
- "time" - time of the first measured INI of each song
- "INI" - measured INI
- "PF_20Hz" - peak frequency of the 20-Hz note.
HF_all: contains all measurements of the higher frequency (HF) note peak frequencies sorted by location, region and year (Figure 4B). Column headers are the following:
- "Region"- regions as described in "Sampling locations" from the paper's methods section
- "Location" - locations as described in "Sampling locations" from the paper's methods section
- "date" - day of the measured HF peak frequency
- "month" - month of the measured HF note peak frequency
- "year"- year of the measured HF note peak frequency
- "year2" -singing season
- "Peak-Freq" - peak frequency of the HF note.
test_ear_obs: contains measurements of INIs and peak frequencies of the 20-Hz note from the same song recorded by an EAR and and OBS to perform a Wilcox test pariwise comparisons. Column headers are the following:
- "INI_ear" - INIs measured from EAR recordings
- "Peak_freq_ear" - peak frequencies of the 20-Hz note measured from EAR recordings
- "INI_obs" - NIs measured from OBS recordings
- "Peak_freq_obs" - peak frequencies of the 20-Hz note measured from OBS recordings
PF_ave_all: contains all 20-Hz note peak frequency measurements averaged per song (or day) and its standard deviations sorted location, region and year (*Figure 3 – figure supplement 2). Column headers are the following:
- "Region"- regions as described in "Sampling locations" from the paper's methods section
- "Location" - locations as described in "Sampling locations" from the paper's methods section
- "date" - day of the measured 20-Hz note peak frequency
- "Ave_PF"- averaged peak frequencies of 20-Hz notes by song and day
- "SD_PF"-standard deviation of peak frequencies of 20-Hz notes by song and day
- "Num_note"-number of notes measured
- "Recorder" - type of recorder (AR or OBS).
Sharing/access Information
No other links exists for this data
Was data derived from another source?
No
R Code
The R code is organised following the same order as figures and tests in the associated paper with a reference to them as comments.
Methods
The dataset was collected by underwater autonomous recorders from 15 regions of the Central and Eastern North Atlantic from 1999 to 2020. Fin whale songs were selected according to the criteria specified in the paper's methods (Song selection criteria) and processed using Raven Pro 1.5 Software. This software measured internote intervals and peak frequencies of the 20-Hz note and HF note for each song analysed. These measurements are found in the datasets provided here and sorted by day (or song, as one song was analysed per day), region, location and year.
Usage notes
Just needs software R (v. 4.0.2) (www.r-project.org)