Research Article |
Corresponding author: E Dale Broder ( edalebroder@gmail.com ) Academic editor: Diptarup Nandi
© 2021 E Dale Broder, Aaron W. Wikle, James H. Gallagher, Robin M. Tinghitella.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Broder ED, Wikle AW, Gallagher JH, Tinghitella RM (2021) Substrate-borne vibration in Pacific field cricket courtship displays. Journal of Orthoptera Research 30(1): 43-50. https://doi.org/10.3897/jor.30.47778
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While thought to be widely used for animal communication, substrate-borne vibration is relatively unexplored compared to other modes of communication. Substrate-borne vibrations are important for mating decisions in many orthopteran species, yet substrate-borne vibration has not been documented in the Pacific field cricket Teleogryllus oceanicus. Male T. oceanicus use wing stridulation to produce airborne calling songs to attract females and courtship songs to entice females to mate. A new male morph has been discovered, purring crickets, which produce much quieter airborne calling and courtship songs than typical males. Purring males are largely protected from a deadly acoustically orienting parasitoid fly, and they are still able to attract female crickets for mating though typical calling song is more effective for attracting mates. Here, we document the first record of substrate-borne vibration in both typical and purring male morphs of T. oceanicus. We used a paired microphone and accelerometer to simultaneously record airborne and substrate-borne sounds produced during one-on-one courtship trials in the field. Both typical and purring males produced substrate-borne vibrations during courtship that temporally matched the airborne acoustic signal, suggesting that the same mechanism (wing movement) produces both sounds. As previously established, in the airborne channel, purring males produce lower amplitude but higher peak frequency songs than typical males. In the vibrational channel, purring crickets produce songs that are higher in peak frequency than typical males, but there is no difference in amplitude between morphs. Because louder songs (airborne) are preferred by females in this species, the lack of difference in amplitude between morphs in the substrate-borne channel could have implications for mating decisions. This work lays the groundwork for investigating variation in substrate-borne vibrations in T. oceanicus, intended and unintended receiver responses to these vibrations, and the evolution of substrate-borne vibrations over time in conjunction with rapid evolutionary shifts in the airborne acoustic signal.
communication, purring crickets, Teleogryllus oceanicus
Natural and sexual selection have created complex and beautiful signals through which organisms communicate. These signals are presented in a broad spectrum of sensory modalities, ranging from visual, such as the colorful dances of male jumping spiders, to chemical, like the sweet scent flowers produce to attract pollinators. One of the oldest, yet least understood, modes of communication is substrate-borne vibration, in which vibrations are sent and carried through a substrate (e.g., the stem of a leaf or dirt) to a receiver (
Due to the human perceptual bias for airborne sound and technological limitations, we learned of the ubiquity of substrate-borne vibrations in animal communication relatively recently (
Stridulation, in which two body parts are rubbed together to produce sound, is the primary mechanism of both vibratory and airborne signal production in numerous insect and arachnid species and often functions in intersexual (e.g.,
Pacific field crickets, Teleogryllus oceanicus (Le Guillou, 1841), signal in multiple modalities, including using stridulation to produce an airborne signal, but substrate-borne vibration has not been documented. Male T. oceanicus use an airborne acoustic calling song to attract females from a distance and then produce a different airborne acoustic courtship song in close one-on-one encounters with females. Females use these courtship songs and chemical signals from cuticular hydrocarbons to make mate choice decisions (
The first objective of this study was to investigate the presence of substrate-borne vibrations in purring and typical T. oceanicus courtship songs. We hypothesized that T. oceanicus males generate substrate-borne vibrations during courtship as a result of the energy generated via stridulation propagating through both the air and substrate.
Our second objective was to compare the amplitude and peak frequency of substrate-borne vibrations between purring and typical males. Because airborne acoustic signals (both calling song and courtship song) differ in peak frequency and amplitude between typical and purring male morphs (
We traveled to Hawaii to record substrate-borne vibration produced by wild-caught male Teleogryllus oceanicus during courtship. After discovering purring crickets on Moloka‘i in 2016 and noting the presence of substrate-borne vibration at that time, we began measuring vibrations in the field in 2017. We refined our methods and began recording both vibrational and airborne acoustic songs simultaneously during field seasons in June 2018, December 2018, and June 2019. We conducted this study alongside a larger survey of courtship behavior across four islands (Hawaii, O‘ahu, Moloka‘i, and Kauai) that included many populations of both typical and purring male morphs (unpublished). For a subset of these courtship trials, we used a simultaneous recording technique to record both air-borne and substrate-borne songs from 13 typical males and 14 purring males.
The collection of animals and courtship trials were conducted identically on all islands and on all occasions. We collected adult males and females from grassy disturbed areas (lawns) and housed them, separated by sex, in 27 × 39 × 17 cm plastic containers. We provided rabbit food, egg cartons for shelter, and moist cotton for water. After at least 48 hours of isolation from the opposite sex, we randomly selected one male and one female for each courtship trial. The male and female paired in each courtship trial were always from the same population and were assayed on the island from which they were collected. We measured the width of the pronotum of each individual using digital calipers, and then placed both animals in a 1.5-L deli cup equipped with recording gear. Since some purring males produce very low-amplitude songs (
In order to record the substrate-borne vibrational and airborne components of the courtship song, we designed a courtship experimental container (deli cup) that used an accelerometer and a microphone to record both components simultaneously as separate audio tracks. This allowed us to determine whether the auditory signal and vibrational component were coupled and produced through the same mechanism of wing movement. Because these recordings took place in the field across islands, an accelerometer was the most portable and effective option for recording substrate-borne vibrations. To record vibrations, we attached an accelerometer (Knowles Acoustics, BU series 1771-000) to a piece of circular filter paper that fit perfectly in the bottom of the round 1.5-L deli cup (following
After collecting recordings in the field, we uploaded WAV files into Audacity for analysis (version 2.3.0, https://www.audacityteam.org). To capture variation within each male’s courtship song, we located and analyzed three songs within each male’s recording: the first and second complete songs within the first continuous bout of calling and the last complete song within the final continuous bout of calling. For all song analyses, we used the same three songs from each male.
In order to test our hypothesis that males produce substrate-borne vibrations using the same mechanism—wing movement—that they use to produce airborne acoustic signals, we first measured the temporal components of both tracks. In Audacity, we visually identified the chirp and trill portions of the song; these two distinct sections of courtship song were visible in both the acoustic track and the vibrational track in both male typical and purring morphs (Fig.
Representative spectrograms showing the same song in an airborne channel (A and B) and a substrate-borne vibrational channel (C and D) for a typical male (A and C) and a purring male (B and D). Time is shown on the x-axis (seconds), and the colors (purple < red < orange < yellow) represent the power present at the various frequencies shown on the y-axis.
We used Audacity to measure the peak frequency and amplitude of both the purring and typical songs. We analyzed the microphone tracks separately from the accelerometer tracks. One challenge in our data set was the fact that both males and females move nearly continuously for the duration of courtship interactions, producing broadband noise that overlapped the low-end frequencies visible in the accelerometer track. To ensure we did not disrupt normal male and female courtship behavior, we chose not to tether animals or have males court dead females; instead, we removed sections of the audio recordings that contained noise associated with locomotion after confirming that we could unambiguously identify these parts of the recordings using the video-recorded courtship trials. For audio tracks, we analyzed the entire trill portion of the three songs for each male after removing broadband noise associated with locomotion and applying a high-pass filter that removed all frequencies below 1500 Hz. For the accelerometer track, we used the same three songs for each male and selected the longest section of the trill portion of each song that was not interrupted by locomotor noise. For the accelerometer track, we applied a low-pass filter that removed all frequencies above 1000 Hz. We then used the plot spectrum function (settings: Hanning window, size = 2,048, log frequency axis) to extract peak frequency and the contrast function to extract the amplitude (values acquired as root mean squared (RMS) in dB) of each song relative to ambient noise. We used separately recorded background noise in each recording space as a baseline of 0 dB. Decibels run on a logarithmic scale, so we converted dB to a linear scale (amplitude ratio) to accurately compare amplitude among songs. This amplitude measure is called linear amplitude, and it does not have a unit of measure (hereafter referred to as amplitude).
To analyze these data, we modeled the channels (airborne microphone track and substrate-borne accelerometer track) separately with morph (purring or typical) as the main effect in each model. Because we analyzed three songs per male, we included individual ID as a random effect nested within morph (typical or purring) in each two-way ANOVA. We ran repeated measures two-way ANOVAs for the four dependent variables: airborne peak frequency, airborne amplitude, substrate-borne peak frequency, and substrate-borne amplitude. We used the mean and standard deviation of the airborne and substrate-borne frequency and amplitude data sets to calculate effect sizes using Cohen’s D (
As hypothesized, we detected substrate-borne vibrations in the courtship songs of male T. oceanicus (Fig.
When comparing purring and typical males, the airborne acoustic signals differed in the ways previously demonstrated. As in
Bar graphs showing the mean (equal to least squares means) and standard error (error bars) for different measures of song in typical (light gray) and purring (dark gray) male T. oceanicus. A. Peak frequency of airborne acoustic signals recorded with a microphone; B. Linear amplitude of airborne acoustic signals recorded with a microphone. C. Peak frequency of substrate-borne vibrations recorded with an accelerometer; D. Linear amplitude of substrate-borne vibrations recorded with an accelerometer. The asterisk indicates p<0.001. Effect sizes (Cohen’s D) are as follows: A. 1.83, B. 4.46, C. 1.05, and D. 0.27.
Finally, we predicted that wing movement produced both the airborne signals and substrate-borne vibrations. For all songs analyzed, the start time in milliseconds was a perfect match for the microphone and accelerometer recordings. The temporal pattern also matched when we compared simultaneously recorded airborne signals and substrate-borne vibrations (for example, see Fig.
We also detected vibrations that were not associated with stridulation and were not associated with locomotion. These high-power broadband vibrations were present in 19 of the 27 field-recorded individuals (Fig.
Representative spectrograms from a microphone recording (airborne: top) and an accelerometer recording (substrate-borne: bottom) for a purring male that illustrates the broadband percussive sound present in many of our recordings. Percussive strikes (presumably with forelegs) appear as white vertical bars just before 1 second and at 2.5 seconds. The time is shown on the x-axis (seconds), and the colors (purple < red < orange < yellow < white) represent the power present at the various frequencies shown on the y-axis.
This is the first documentation of substrate-borne vibration in T. oceanicus. We recorded vibrations in two different male morphs of T. oceanicus (typical and purring) that appear to be generated through the movement of the wings, as the pattern in the vibrational channel perfectly matches the airborne signal. When we compared typical and purring males, we found that typical males produced lower peak frequency sounds in both the airborne (Fig.
As expected, purring males differed from typical males in the airborne channel, with a mean peak frequency of 4.7 kHz for typical males and 6.0 kHz for purring males. These values are similar to those of
In the substrate-borne channel, purring males produced vibrations that were higher in frequency than typical males, but the difference was not as dramatic as in the airborne channel; the effect size was 1.05 for substrate-borne compared to 1.83 in the airborne channel. As expected, the peak frequencies were much lower in the substrate-borne channel, ranging from 32 to 176 Hz. Because higher frequencies attenuate more quickly in soil, we would expect substrate-borne vibrations to be lower in frequency (
We found support for our hypothesis that wing movement produces both airborne signals and substrate-borne vibrations. Temporal components of song matched when we compared the microphone track to the accelerometer track, and these included start time, chirp length, trill length, and the interval between the chirp and the trill. These values were almost a perfect match in every category except for a few that differed by 0.001 milliseconds, which can be attributed to human and equipment error. We were unable to distinguish between substrate-borne vibrations produced via coupling of the male to the substrate (through the legs or abdomen) or induction of airborne waves to the substrate. Future work could make this distinction by not allowing the stridulating male to come in contact with the substrate or by adapting methods from
The big question remaining is whether female T. oceanicus can sense the substrate-borne vibrations and whether they affect mate choice. First, the ability to detect, receive, and translate vibrations is ancient and ubiquitous, found throughout vertebrates and arthropods (
When discussing the detectability of these substrate-borne vibrations for T. oceanicus, we should consider amplitude and the average distance that vibrations travel through soil. While we did not measure female response to substrate-borne vibration in this study,
While the first step is to explore the ability of T. oceanicus to detect the vibrations that courting males are producing, the next step is to assess the use of vibrations in mate choice. This could be explored using playback experiments with an electrodynamic shaker played alone or in combination with an airborne signal (
While valuable, this work has limitations. First, we used filter paper as our substrate, which was appropriate for our question since we compared morphs measured on an identical substrate. However, because the composition of any substrate imposes frequency filters on substrate-borne vibrations, we expect the spectral characteristics found in this study to differ from those recorded on natural substrates. Future works should measure and characterize these substrate-borne vibrations on natural and variable substrates (e.g., following
As with most discoveries, this work lays the groundwork for future questions. In addition to exploring how T. oceanicus females detect and use substrate-borne vibrations, we must also recognize that communication happens in a network (
This work is a first look at substrate-borne vibration in T. oceanicus and answers calls by many to explore communication in the vibrational channel (e.g.,
This work was funded in part by the Orthopterist Society through a Cohn Grant awarded to EDB. Additional support was provided by an NSF grant awarded to RMT (NSF IOS 1846520) and a Stoffel Fund for Excellence in Scientific Inquiry Grant awarded to EDB. While on Molokai, we were hosted and supported by the Kalaupapa National Historical Park, Dr. Paul Hosten, and Pastor Richard Miller. We would like to thank the Kasey Fowler-Finn lab for lending us an accelerometer set-up for this project. We would also like to thank those who helped us in the field, including Claudia Hallagan, Jake Wilson, and Brooke Washburn.
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