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To bag or not to bag? How AudioMoth-based passive acoustic monitoring Is impacted by protective coverings

To bag or not to bag? How AudioMoth-based passive acoustic monitoring Is impacted by protective coverings
To bag or not to bag? How AudioMoth-based passive acoustic monitoring Is impacted by protective coverings
Bare board AudioMoth recorders offer a low-cost, open-source solution to passive acoustic monitoring (PAM) but need protecting in an enclosure. We were concerned that the choice of enclosure may alter the spectral characteristics of recordings. We focus on polythene bags as the simplest enclosure and assess how their use affects acoustic metrics. Using an anechoic chamber, a series of pure sinusoidal tones from 100 Hz to 20 kHz were recorded on 10 AudioMoth devices and a calibrated Class 1 sound level meter. The recordings were made on bare board AudioMoth devices, as well as after covering them with different bags. Linear phase finite impulse response filters were designed to replicate the frequency response functions between the incident pressure wave and the recorded signals. We applied these filters to ~1000 sound recordings to assess the effects of the AudioMoth and the bags on 19 acoustic metrics. While bare board AudioMoth showed very consistent spectral responses with accentuation in the higher frequencies, bag enclosures led to significant and erratic attenuation inconsistent between frequencies. Few acoustic metrics were insensitive to this uncertainty, rendering index comparisons unreliable. Biases due to enclosures on PAM devices may need to be considered when choosing appropriate acoustic indices for ecological studies. Archived recordings without adequate metadata may potentially produce biased acoustic index values and should be treated cautiously.
AudioMoth, acoustic indices, acoustic metrics, calibration, frequency response, passive acoustic monitoring
1424-8220
Osborne, Patrick E.
c4d4261d-557c-4179-a24e-cdd7a98fb2b8
Alvares-sanches, Tatiana
1b9cb890-d1ad-4955-a876-fd62811620c6
White, Paul R.
2dd2477b-5aa9-42e2-9d19-0806d994eaba
Osborne, Patrick E.
c4d4261d-557c-4179-a24e-cdd7a98fb2b8
Alvares-sanches, Tatiana
1b9cb890-d1ad-4955-a876-fd62811620c6
White, Paul R.
2dd2477b-5aa9-42e2-9d19-0806d994eaba

Osborne, Patrick E., Alvares-sanches, Tatiana and White, Paul R. (2023) To bag or not to bag? How AudioMoth-based passive acoustic monitoring Is impacted by protective coverings. Sensors, 23 (16), [7287]. (doi:10.3390/s23167287).

Record type: Article

Abstract

Bare board AudioMoth recorders offer a low-cost, open-source solution to passive acoustic monitoring (PAM) but need protecting in an enclosure. We were concerned that the choice of enclosure may alter the spectral characteristics of recordings. We focus on polythene bags as the simplest enclosure and assess how their use affects acoustic metrics. Using an anechoic chamber, a series of pure sinusoidal tones from 100 Hz to 20 kHz were recorded on 10 AudioMoth devices and a calibrated Class 1 sound level meter. The recordings were made on bare board AudioMoth devices, as well as after covering them with different bags. Linear phase finite impulse response filters were designed to replicate the frequency response functions between the incident pressure wave and the recorded signals. We applied these filters to ~1000 sound recordings to assess the effects of the AudioMoth and the bags on 19 acoustic metrics. While bare board AudioMoth showed very consistent spectral responses with accentuation in the higher frequencies, bag enclosures led to significant and erratic attenuation inconsistent between frequencies. Few acoustic metrics were insensitive to this uncertainty, rendering index comparisons unreliable. Biases due to enclosures on PAM devices may need to be considered when choosing appropriate acoustic indices for ecological studies. Archived recordings without adequate metadata may potentially produce biased acoustic index values and should be treated cautiously.

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Accepted/In Press date: 15 August 2023
Published date: 20 August 2023
Additional Information: Funding Information: Tatiana Alvares-Sanches was funded by an EPSRC Doctoral Prize Fellowship at the University of Southampton. Publisher Copyright: © 2023 by the authors.
Keywords: AudioMoth, acoustic indices, acoustic metrics, calibration, frequency response, passive acoustic monitoring

Identifiers

Local EPrints ID: 481298
URI: http://eprints.soton.ac.uk/id/eprint/481298
ISSN: 1424-8220
PURE UUID: 64185577-fec1-4b2d-82d1-7aa9f9eadb54
ORCID for Patrick E. Osborne: ORCID iD orcid.org/0000-0001-8919-5710
ORCID for Paul R. White: ORCID iD orcid.org/0000-0002-4787-8713

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Date deposited: 22 Aug 2023 16:51
Last modified: 12 Jul 2024 01:42

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Author: Tatiana Alvares-sanches
Author: Paul R. White ORCID iD

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