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Main Authors: Van Horn, Cameron J, Candelmo, Alli C, Heppell, Scott A, McCoy, Croy R M, Pattengill-Semmens, Christy V, Waterhouse, Lynn, Cherubin, Laurent M, Taylor, J Christopher, Michaels, William, Locascio, James, Ibrahim, Ali K, Semmens, Brice X
Format: Artículo científico
Language:en
Published: Ecological applications : a publication of the Ecological Society of America 2025
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Online Access:https://pubmed.ncbi.nlm.nih.gov/40767246/
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author Van Horn, Cameron J
Candelmo, Alli C
Heppell, Scott A
McCoy, Croy R M
Pattengill-Semmens, Christy V
Waterhouse, Lynn
Cherubin, Laurent M
Taylor, J Christopher
Michaels, William
Locascio, James
Ibrahim, Ali K
Semmens, Brice X
author_facet Van Horn, Cameron J
Candelmo, Alli C
Heppell, Scott A
McCoy, Croy R M
Pattengill-Semmens, Christy V
Waterhouse, Lynn
Cherubin, Laurent M
Taylor, J Christopher
Michaels, William
Locascio, James
Ibrahim, Ali K
Semmens, Brice X
Van Horn, Cameron J
Candelmo, Alli C
Heppell, Scott A
McCoy, Croy R M
Pattengill-Semmens, Christy V
Waterhouse, Lynn
Cherubin, Laurent M
Taylor, J Christopher
Michaels, William
Locascio, James
Ibrahim, Ali K
Semmens, Brice X
collection PubMed - marine biology
contents Hydrophone placement yields high variability in detection of Epinephelus striatus calls at a spawning site. Van Horn, Cameron J Candelmo, Alli C Heppell, Scott A McCoy, Croy R M Pattengill-Semmens, Christy V Waterhouse, Lynn Cherubin, Laurent M Taylor, J Christopher Michaels, William Locascio, James Ibrahim, Ali K Semmens, Brice X Perciformes Acoustics Vocalization, Animal Sexual Behavior, Animal Caribbean Region Endangered Species Animals Models, Biological Passive acoustic monitoring is a cost-effective, minimally invasive technology commonly used to study behavior and population dynamics of soniferous fish species. To understand the strengths and limitations of acoustic monitoring for this purpose at fish spawning aggregations (FSA) requires an assessment of the variability in aggregation-associated sounds (AAS) as a function of time, space, and proximity for spawning fishes of interest. Here, we evaluate temporal and spatial trends in the detection of AAS by Nassau Grouper (Epinephelus striatus) using an array of six hydrophones deployed across a large Nassau Grouper FSA at Little Cayman, Cayman Islands. We collected continuous data for nine days during a winter spawning season and subsequently used an automatic classifier to extract the embedded Nassau Grouper AAS. Using these data, we analyzed variability in spatiotemporal AAS detection rates across the array with a Bayesian mixed effects model. We found high variability in the detection of AAS across the spawning site, with positive correlations among neighboring hydrophone pairs trending toward negative correlations with distances exceeding 350 m. Indeed, temporal trends in AAS rates at the spawning site were approximately inverted at the two most distant hydrophones (~600 m). Across the hydrophone network, our model predicted strong positive effects of fish proximity, spawning behavior, and crepuscular periods on detected AAS. Our findings suggest hydrophone placement can strongly influence AAS detection rates and even basic temporal patterns in AAS across the spawning season. Given both the vagaries of movement and behavior of aggregating fish at spawning sites and the limits of AAS detection using standard monitoring tools, we suggest spawning site acoustic monitoring programs deploy hydrophone arrays of sufficient size to capture the site-wide trends in AAS rates if possible; this is particularly true if researchers hope to compare/contrast AAS rates between spawning sites or across seasons for the purpose of population assessment.
format Artículo científico
id pubmed_40767246
institution PubMed
language en
publishDate 2025
publisher Ecological applications : a publication of the Ecological Society of America
record_format pubmed
spellingShingle Hydrophone placement yields high variability in detection of Epinephelus striatus calls at a spawning site.
Van Horn, Cameron J
Candelmo, Alli C
Heppell, Scott A
McCoy, Croy R M
Pattengill-Semmens, Christy V
Waterhouse, Lynn
Cherubin, Laurent M
Taylor, J Christopher
Michaels, William
Locascio, James
Ibrahim, Ali K
Semmens, Brice X
Perciformes
Acoustics
Vocalization, Animal
Sexual Behavior, Animal
Caribbean Region
Endangered Species
Animals
Models, Biological
Hydrophone placement yields high variability in detection of Epinephelus striatus calls at a spawning site. Van Horn, Cameron J Candelmo, Alli C Heppell, Scott A McCoy, Croy R M Pattengill-Semmens, Christy V Waterhouse, Lynn Cherubin, Laurent M Taylor, J Christopher Michaels, William Locascio, James Ibrahim, Ali K Semmens, Brice X Perciformes Acoustics Vocalization, Animal Sexual Behavior, Animal Caribbean Region Endangered Species Animals Models, Biological Passive acoustic monitoring is a cost-effective, minimally invasive technology commonly used to study behavior and population dynamics of soniferous fish species. To understand the strengths and limitations of acoustic monitoring for this purpose at fish spawning aggregations (FSA) requires an assessment of the variability in aggregation-associated sounds (AAS) as a function of time, space, and proximity for spawning fishes of interest. Here, we evaluate temporal and spatial trends in the detection of AAS by Nassau Grouper (Epinephelus striatus) using an array of six hydrophones deployed across a large Nassau Grouper FSA at Little Cayman, Cayman Islands. We collected continuous data for nine days during a winter spawning season and subsequently used an automatic classifier to extract the embedded Nassau Grouper AAS. Using these data, we analyzed variability in spatiotemporal AAS detection rates across the array with a Bayesian mixed effects model. We found high variability in the detection of AAS across the spawning site, with positive correlations among neighboring hydrophone pairs trending toward negative correlations with distances exceeding 350 m. Indeed, temporal trends in AAS rates at the spawning site were approximately inverted at the two most distant hydrophones (~600 m). Across the hydrophone network, our model predicted strong positive effects of fish proximity, spawning behavior, and crepuscular periods on detected AAS. Our findings suggest hydrophone placement can strongly influence AAS detection rates and even basic temporal patterns in AAS across the spawning season. Given both the vagaries of movement and behavior of aggregating fish at spawning sites and the limits of AAS detection using standard monitoring tools, we suggest spawning site acoustic monitoring programs deploy hydrophone arrays of sufficient size to capture the site-wide trends in AAS rates if possible; this is particularly true if researchers hope to compare/contrast AAS rates between spawning sites or across seasons for the purpose of population assessment.
title Hydrophone placement yields high variability in detection of Epinephelus striatus calls at a spawning site.
topic Perciformes
Acoustics
Vocalization, Animal
Sexual Behavior, Animal
Caribbean Region
Endangered Species
Animals
Models, Biological
url https://pubmed.ncbi.nlm.nih.gov/40767246/