Supplemental_Fig S2 from Behavioural responses of fin whales to military mid-frequency active sonar

The effect of active sonars on marine mammal behaviour is a topic of considerable interest and scientific investigation. Some whales, including the largest species (blue whales, Balaenoptera musculus ), can be impacted by mid-frequency (1–10 kHz) military sonars. Here we apply complementary experime...

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Main Authors: Brandon L. Southall, Ann N. Allen, John Calambokidis, Caroline Casey, Stacy L. DeRuiter, Selene Fregosi, Ari S. Friedlaender, Jeremy A. Goldbogen, Catriona M. Harris, Elliott L. Hazen, Valentin Popov, Alison K. Stimpert
Format: Still Image
Language:unknown
Published: 2023
Subjects:
Online Access:https://doi.org/10.6084/m9.figshare.24711858.v1
https://figshare.com/articles/figure/Supplemental_Fig_S2_from_Behavioural_responses_of_fin_whales_to_military_mid-frequency_active_sonar/24711858
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spelling ftroysocietyfig:oai:figshare.com:article/24711858 2023-12-31T10:04:59+01:00 Supplemental_Fig S2 from Behavioural responses of fin whales to military mid-frequency active sonar Brandon L. Southall Ann N. Allen John Calambokidis Caroline Casey Stacy L. DeRuiter Selene Fregosi Ari S. Friedlaender Jeremy A. Goldbogen Catriona M. Harris Elliott L. Hazen Valentin Popov Alison K. Stimpert 2023-12-01T13:39:55Z https://doi.org/10.6084/m9.figshare.24711858.v1 https://figshare.com/articles/figure/Supplemental_Fig_S2_from_Behavioural_responses_of_fin_whales_to_military_mid-frequency_active_sonar/24711858 unknown doi:10.6084/m9.figshare.24711858.v1 https://figshare.com/articles/figure/Supplemental_Fig_S2_from_Behavioural_responses_of_fin_whales_to_military_mid-frequency_active_sonar/24711858 CC BY 4.0 Animal behaviour noise marine mammals mid-frequency sonar fin whales behaviour Generalized Additive Mixed Model Hidden Markov Model Image Figure 2023 ftroysocietyfig https://doi.org/10.6084/m9.figshare.24711858.v1 2023-12-07T00:10:44Z The effect of active sonars on marine mammal behaviour is a topic of considerable interest and scientific investigation. Some whales, including the largest species (blue whales, Balaenoptera musculus ), can be impacted by mid-frequency (1–10 kHz) military sonars. Here we apply complementary experimental methods to provide the first experimentally controlled measurements of behavioural responses to military sonar and similar stimuli for a related endangered species, fin whales ( Balaenoptera physalus ). Analytical methods include: (i) Principal Component Analysis paired with Generalized Additive Mixed Models; (ii) Hidden Markov Models; and (iii) structured expert elicitation using response severity metrics. These approaches provide complementary perspectives on the nature of potential changes within and across individuals. Behavioural changes were detected in five of 15 whales during controlled exposure experiments using mid-frequency active sonar or pseudorandom noise of similar frequency, duration and source and received level. No changes were detected during six control (no noise) sequences. Overall responses were more limited in occurrence, severity and duration than in blue whales and were less dependent upon contextual aspects of exposure and more contingent upon exposure received level. Quantifying the factors influencing marine mammal responses to sonar is critical in assessing and mitigating future impacts. Still Image Balaenoptera musculus Balaenoptera physalus The Royal Society: Figshare
institution Open Polar
collection The Royal Society: Figshare
op_collection_id ftroysocietyfig
language unknown
topic Animal behaviour
noise
marine mammals
mid-frequency sonar
fin whales
behaviour
Generalized Additive Mixed Model
Hidden Markov Model
spellingShingle Animal behaviour
noise
marine mammals
mid-frequency sonar
fin whales
behaviour
Generalized Additive Mixed Model
Hidden Markov Model
Brandon L. Southall
Ann N. Allen
John Calambokidis
Caroline Casey
Stacy L. DeRuiter
Selene Fregosi
Ari S. Friedlaender
Jeremy A. Goldbogen
Catriona M. Harris
Elliott L. Hazen
Valentin Popov
Alison K. Stimpert
Supplemental_Fig S2 from Behavioural responses of fin whales to military mid-frequency active sonar
topic_facet Animal behaviour
noise
marine mammals
mid-frequency sonar
fin whales
behaviour
Generalized Additive Mixed Model
Hidden Markov Model
description The effect of active sonars on marine mammal behaviour is a topic of considerable interest and scientific investigation. Some whales, including the largest species (blue whales, Balaenoptera musculus ), can be impacted by mid-frequency (1–10 kHz) military sonars. Here we apply complementary experimental methods to provide the first experimentally controlled measurements of behavioural responses to military sonar and similar stimuli for a related endangered species, fin whales ( Balaenoptera physalus ). Analytical methods include: (i) Principal Component Analysis paired with Generalized Additive Mixed Models; (ii) Hidden Markov Models; and (iii) structured expert elicitation using response severity metrics. These approaches provide complementary perspectives on the nature of potential changes within and across individuals. Behavioural changes were detected in five of 15 whales during controlled exposure experiments using mid-frequency active sonar or pseudorandom noise of similar frequency, duration and source and received level. No changes were detected during six control (no noise) sequences. Overall responses were more limited in occurrence, severity and duration than in blue whales and were less dependent upon contextual aspects of exposure and more contingent upon exposure received level. Quantifying the factors influencing marine mammal responses to sonar is critical in assessing and mitigating future impacts.
format Still Image
author Brandon L. Southall
Ann N. Allen
John Calambokidis
Caroline Casey
Stacy L. DeRuiter
Selene Fregosi
Ari S. Friedlaender
Jeremy A. Goldbogen
Catriona M. Harris
Elliott L. Hazen
Valentin Popov
Alison K. Stimpert
author_facet Brandon L. Southall
Ann N. Allen
John Calambokidis
Caroline Casey
Stacy L. DeRuiter
Selene Fregosi
Ari S. Friedlaender
Jeremy A. Goldbogen
Catriona M. Harris
Elliott L. Hazen
Valentin Popov
Alison K. Stimpert
author_sort Brandon L. Southall
title Supplemental_Fig S2 from Behavioural responses of fin whales to military mid-frequency active sonar
title_short Supplemental_Fig S2 from Behavioural responses of fin whales to military mid-frequency active sonar
title_full Supplemental_Fig S2 from Behavioural responses of fin whales to military mid-frequency active sonar
title_fullStr Supplemental_Fig S2 from Behavioural responses of fin whales to military mid-frequency active sonar
title_full_unstemmed Supplemental_Fig S2 from Behavioural responses of fin whales to military mid-frequency active sonar
title_sort supplemental_fig s2 from behavioural responses of fin whales to military mid-frequency active sonar
publishDate 2023
url https://doi.org/10.6084/m9.figshare.24711858.v1
https://figshare.com/articles/figure/Supplemental_Fig_S2_from_Behavioural_responses_of_fin_whales_to_military_mid-frequency_active_sonar/24711858
genre Balaenoptera musculus
Balaenoptera physalus
genre_facet Balaenoptera musculus
Balaenoptera physalus
op_relation doi:10.6084/m9.figshare.24711858.v1
https://figshare.com/articles/figure/Supplemental_Fig_S2_from_Behavioural_responses_of_fin_whales_to_military_mid-frequency_active_sonar/24711858
op_rights CC BY 4.0
op_doi https://doi.org/10.6084/m9.figshare.24711858.v1
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