Haul-Out Behavior of Harbor Seals (Phoca vitulina) in Hood Canal, Washington

The goal of this study was to model haul-out behavior of harbor seals (Phoca vitulina) in the Hood Canal region of Washington State with respect to changes in physiological, environmental, and temporal covariates. Previous research has provided a solid understanding of seal haul-out behavior. Here,...

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Main Authors: Josh M London, Jay M Ver Hoef, Steven J Jeffries, Monique M Lance, Peter L Boveng
Format: Article in Journal/Newspaper
Language:unknown
Subjects:
Online Access:https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0038180
https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0038180&type=printable
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spelling ftrepec:oai:RePEc:plo:pone00:0038180 2024-04-14T08:14:22+00:00 Haul-Out Behavior of Harbor Seals (Phoca vitulina) in Hood Canal, Washington Josh M London Jay M Ver Hoef Steven J Jeffries Monique M Lance Peter L Boveng https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0038180 https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0038180&type=printable unknown https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0038180 https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0038180&type=printable article ftrepec 2024-03-19T10:35:05Z The goal of this study was to model haul-out behavior of harbor seals (Phoca vitulina) in the Hood Canal region of Washington State with respect to changes in physiological, environmental, and temporal covariates. Previous research has provided a solid understanding of seal haul-out behavior. Here, we expand on that work using a generalized linear mixed model (GLMM) with temporal autocorrelation and a large dataset. Our dataset included behavioral haul-out records from archival and VHF radio tag deployments on 25 individual seals representing 61,430 seal hours. A novel application for increased computational efficiency allowed us to examine this large dataset with a GLMM that appropriately accounts for temporal autocorellation. We found significant relationships with the covariates hour of day, day of year, minutes from high tide and year. Additionally, there was a significant effect of the interaction term hour of day : day of year. This interaction term demonstrated that seals are more likely to haul out during nighttime hours in August and September, but then switch to predominantly daylight haul-out patterns in October and November. We attribute this change in behavior to an effect of human disturbance levels. This study also examined a unique ecological event to determine the role of increased killer whale (Orcinus orca) predation on haul-out behavior. In 2003 and 2005 these harbor seals were exposed to unprecedented levels of killer whale predation and results show an overall increase in haul-out probability after exposure to killer whales. The outcome of this study will be integral to understanding any changes in population abundance as a result of increased killer whale predation. Article in Journal/Newspaper Killer Whale Orca Orcinus orca Phoca vitulina Killer whale RePEc (Research Papers in Economics)
institution Open Polar
collection RePEc (Research Papers in Economics)
op_collection_id ftrepec
language unknown
description The goal of this study was to model haul-out behavior of harbor seals (Phoca vitulina) in the Hood Canal region of Washington State with respect to changes in physiological, environmental, and temporal covariates. Previous research has provided a solid understanding of seal haul-out behavior. Here, we expand on that work using a generalized linear mixed model (GLMM) with temporal autocorrelation and a large dataset. Our dataset included behavioral haul-out records from archival and VHF radio tag deployments on 25 individual seals representing 61,430 seal hours. A novel application for increased computational efficiency allowed us to examine this large dataset with a GLMM that appropriately accounts for temporal autocorellation. We found significant relationships with the covariates hour of day, day of year, minutes from high tide and year. Additionally, there was a significant effect of the interaction term hour of day : day of year. This interaction term demonstrated that seals are more likely to haul out during nighttime hours in August and September, but then switch to predominantly daylight haul-out patterns in October and November. We attribute this change in behavior to an effect of human disturbance levels. This study also examined a unique ecological event to determine the role of increased killer whale (Orcinus orca) predation on haul-out behavior. In 2003 and 2005 these harbor seals were exposed to unprecedented levels of killer whale predation and results show an overall increase in haul-out probability after exposure to killer whales. The outcome of this study will be integral to understanding any changes in population abundance as a result of increased killer whale predation.
format Article in Journal/Newspaper
author Josh M London
Jay M Ver Hoef
Steven J Jeffries
Monique M Lance
Peter L Boveng
spellingShingle Josh M London
Jay M Ver Hoef
Steven J Jeffries
Monique M Lance
Peter L Boveng
Haul-Out Behavior of Harbor Seals (Phoca vitulina) in Hood Canal, Washington
author_facet Josh M London
Jay M Ver Hoef
Steven J Jeffries
Monique M Lance
Peter L Boveng
author_sort Josh M London
title Haul-Out Behavior of Harbor Seals (Phoca vitulina) in Hood Canal, Washington
title_short Haul-Out Behavior of Harbor Seals (Phoca vitulina) in Hood Canal, Washington
title_full Haul-Out Behavior of Harbor Seals (Phoca vitulina) in Hood Canal, Washington
title_fullStr Haul-Out Behavior of Harbor Seals (Phoca vitulina) in Hood Canal, Washington
title_full_unstemmed Haul-Out Behavior of Harbor Seals (Phoca vitulina) in Hood Canal, Washington
title_sort haul-out behavior of harbor seals (phoca vitulina) in hood canal, washington
url https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0038180
https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0038180&type=printable
genre Killer Whale
Orca
Orcinus orca
Phoca vitulina
Killer whale
genre_facet Killer Whale
Orca
Orcinus orca
Phoca vitulina
Killer whale
op_relation https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0038180
https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0038180&type=printable
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