“To Be, or Not to Be”: Critical Assessment of the Use of α-Acoustic Diversity Indices to Evaluate the Richness and Abundance of Coastal Marine Fish Sounds

X. Raick, L. Di Iorio, D. Lecchini, M. Bolgan, É. Parmentier
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Abstract

Passive acoustic monitoring can be used to assess the presence of vocal species. Automatic estimation of such information is critical for allowing diversity monitoring over long time spans. Among the existing tools, α-acoustic indices were originally designed to assess the richness/complexity of terrestrial soundscapes. However, their use in marine environments is impacted by fundamental differences between terrestrial and marine soundscapes. The aim of this study was to determine how they vary depending on the abundance and sound type richness of fish sounds. Fourteen indices used in terrestrial environments were tested. The indices were calculated for files from three sources: a controlled environment (playback of artificial tracks in a pool), in situ playbacks (playback of natural soundscapes), and a natural environment (only natural sounds). The controlled experiment showed that some indices were correlated with the sound abundance but not with the sound type richness, implying that they are not capable of distinguishing the different types of fish sounds. In the in situ playbacks, the indices were not able to capture differences, both in terms of the sound abundance and sound type diversity. In the natural environment, there was no correlation between most of the indices and the abundance of sounds. They were impacted by mass phenomena of biological sounds (e.g., the Pomacentridae sounds in shallow reefs) that cannot inform on fish acoustic diversity. Indices are appropriate when soundscapes are divided into bands. In contrast to terrestrial environments, frequency bands in coastal marine soundscapes do not provide ecologically relevant information on diversity. Overall, indices do not appear to be suitable for inferring marine fish sound diversity.
“生存还是毁灭”:α-声学多样性指数评价沿海海洋鱼类声音丰富度和丰度的批判性评价
被动声学监测可以用来评估发声物种的存在。这些信息的自动估计对于允许长时间跨度的多样性监测至关重要。在现有的工具中,α-声学指数最初是用来评估陆地声景观的丰富度/复杂性。然而,它们在海洋环境中的使用受到陆地和海洋声景之间根本差异的影响。这项研究的目的是确定它们是如何根据鱼的声音的丰度和声音类型的丰富度而变化的。对陆地环境中使用的14项指标进行了测试。这些指数是为来自三个来源的文件计算的:受控环境(在池中播放人工音轨),原地播放(播放自然声景)和自然环境(只有自然声音)。对照实验表明,部分指标与声音丰富度相关,而与声音类型丰富度不相关,表明它们不能区分不同类型的鱼的声音。在原位回放中,这些指数无法捕捉到声音丰度和声音类型多样性方面的差异。在自然环境中,大多数指标与声音丰度之间没有相关性。它们受到大量生物声音现象的影响(例如,浅礁中的Pomacentridae声音),而这些声音不能反映鱼类的声音多样性。当音景被划分成带时,指数是合适的。与陆地环境相比,沿海海洋声景的频带不能提供与多样性有关的生态信息。总体而言,指数似乎不适合推断海洋鱼类声音多样性。
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