Ecological correlates of blue whale movement behavior and its predictability in the California Current Ecosystem during the summer-fall feeding season.

BACKGROUND: Species distribution models have shown that blue whales (Balaenoptera musculus) occur seasonally in high densities in the most biologically productive regions of the California Current Ecosystem (CCE). Satellite telemetry studies have additionally shown that blue whales in the CCE regula...

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Main Authors: Palacios, Daniel, Bailey, Helen, Becker, Elizabeth, Bograd, Steven, DeAngelis, Monica, Forney, Karin, Hazen, Elliott, Irvine, Ladd, Mate, Bruce
Format: Article in Journal/Newspaper
Language:unknown
Published: eScholarship, University of California 2019
Subjects:
Online Access:https://escholarship.org/uc/item/8g32p4dv
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spelling ftcdlib:oai:escholarship.org:ark:/13030/qt8g32p4dv 2024-02-11T10:02:19+01:00 Ecological correlates of blue whale movement behavior and its predictability in the California Current Ecosystem during the summer-fall feeding season. Palacios, Daniel Bailey, Helen Becker, Elizabeth Bograd, Steven DeAngelis, Monica Forney, Karin Hazen, Elliott Irvine, Ladd Mate, Bruce 2019-01-01 application/pdf https://escholarship.org/uc/item/8g32p4dv unknown eScholarship, University of California qt8g32p4dv https://escholarship.org/uc/item/8g32p4dv public Balaenoptera musculus Blue whale California Current Ecosystem Decadal variability Foraging behavior Movement behavior Nonparametric multiplicative regression Satellite telemetry State-space models article 2019 ftcdlib 2024-01-22T19:06:12Z BACKGROUND: Species distribution models have shown that blue whales (Balaenoptera musculus) occur seasonally in high densities in the most biologically productive regions of the California Current Ecosystem (CCE). Satellite telemetry studies have additionally shown that blue whales in the CCE regularly switch between behavioral states consistent with area-restricted searching (ARS) and transiting, indicative of foraging in and moving among prey patches, respectively. However, the relationship between the environmental correlates that serve as a proxy of prey relative to blue whale movement behavior has not been quantitatively assessed. METHODS: We investigated the association between blue whale behavioral state and environmental predictors in the coastal environments of the CCE using a long-term satellite tracking data set (72 tagged whales; summer-fall months 1998-2008), and predicted the likelihood of ARS behavior at tracked locations using nonparametric multiplicative regression models. The models werebuilt using data from years of cool, productive conditions and validated against years of warm, low-productivity conditions. RESULTS: The best model contained four predictors: chlorophyll-a, sea surface temperature, and seafloor aspect and depth. This model estimated highest ARS likelihood (> 0.8) in areas with high chlorophyll-a levels (> 0.65 mg/m3), intermediatesea surface temperatures (11.6-17.5 °C), and shallow depths (< 850 m). Overall, the model correctly predicted behavioral state throughout the coastal environments of the CCE, while thevalidation indicated an ecosystem-wide reduction in ARS likelihood during warm years, especially in the southern portion.For comparison, a spatial coordinates model (longitude × latitude) performed slightly better than the environmental model during warm years, providing further evidence that blue whales exhibit strong foraging site fidelity, even when conditions are not conducive to successful foraging. CONCLUSIONS: We showed that blue whale behavioral state in ... Article in Journal/Newspaper Balaenoptera musculus Blue whale University of California: eScholarship
institution Open Polar
collection University of California: eScholarship
op_collection_id ftcdlib
language unknown
topic Balaenoptera musculus
Blue whale
California Current Ecosystem
Decadal variability
Foraging behavior
Movement behavior
Nonparametric multiplicative regression
Satellite telemetry
State-space models
spellingShingle Balaenoptera musculus
Blue whale
California Current Ecosystem
Decadal variability
Foraging behavior
Movement behavior
Nonparametric multiplicative regression
Satellite telemetry
State-space models
Palacios, Daniel
Bailey, Helen
Becker, Elizabeth
Bograd, Steven
DeAngelis, Monica
Forney, Karin
Hazen, Elliott
Irvine, Ladd
Mate, Bruce
Ecological correlates of blue whale movement behavior and its predictability in the California Current Ecosystem during the summer-fall feeding season.
topic_facet Balaenoptera musculus
Blue whale
California Current Ecosystem
Decadal variability
Foraging behavior
Movement behavior
Nonparametric multiplicative regression
Satellite telemetry
State-space models
description BACKGROUND: Species distribution models have shown that blue whales (Balaenoptera musculus) occur seasonally in high densities in the most biologically productive regions of the California Current Ecosystem (CCE). Satellite telemetry studies have additionally shown that blue whales in the CCE regularly switch between behavioral states consistent with area-restricted searching (ARS) and transiting, indicative of foraging in and moving among prey patches, respectively. However, the relationship between the environmental correlates that serve as a proxy of prey relative to blue whale movement behavior has not been quantitatively assessed. METHODS: We investigated the association between blue whale behavioral state and environmental predictors in the coastal environments of the CCE using a long-term satellite tracking data set (72 tagged whales; summer-fall months 1998-2008), and predicted the likelihood of ARS behavior at tracked locations using nonparametric multiplicative regression models. The models werebuilt using data from years of cool, productive conditions and validated against years of warm, low-productivity conditions. RESULTS: The best model contained four predictors: chlorophyll-a, sea surface temperature, and seafloor aspect and depth. This model estimated highest ARS likelihood (> 0.8) in areas with high chlorophyll-a levels (> 0.65 mg/m3), intermediatesea surface temperatures (11.6-17.5 °C), and shallow depths (< 850 m). Overall, the model correctly predicted behavioral state throughout the coastal environments of the CCE, while thevalidation indicated an ecosystem-wide reduction in ARS likelihood during warm years, especially in the southern portion.For comparison, a spatial coordinates model (longitude × latitude) performed slightly better than the environmental model during warm years, providing further evidence that blue whales exhibit strong foraging site fidelity, even when conditions are not conducive to successful foraging. CONCLUSIONS: We showed that blue whale behavioral state in ...
format Article in Journal/Newspaper
author Palacios, Daniel
Bailey, Helen
Becker, Elizabeth
Bograd, Steven
DeAngelis, Monica
Forney, Karin
Hazen, Elliott
Irvine, Ladd
Mate, Bruce
author_facet Palacios, Daniel
Bailey, Helen
Becker, Elizabeth
Bograd, Steven
DeAngelis, Monica
Forney, Karin
Hazen, Elliott
Irvine, Ladd
Mate, Bruce
author_sort Palacios, Daniel
title Ecological correlates of blue whale movement behavior and its predictability in the California Current Ecosystem during the summer-fall feeding season.
title_short Ecological correlates of blue whale movement behavior and its predictability in the California Current Ecosystem during the summer-fall feeding season.
title_full Ecological correlates of blue whale movement behavior and its predictability in the California Current Ecosystem during the summer-fall feeding season.
title_fullStr Ecological correlates of blue whale movement behavior and its predictability in the California Current Ecosystem during the summer-fall feeding season.
title_full_unstemmed Ecological correlates of blue whale movement behavior and its predictability in the California Current Ecosystem during the summer-fall feeding season.
title_sort ecological correlates of blue whale movement behavior and its predictability in the california current ecosystem during the summer-fall feeding season.
publisher eScholarship, University of California
publishDate 2019
url https://escholarship.org/uc/item/8g32p4dv
genre Balaenoptera musculus
Blue whale
genre_facet Balaenoptera musculus
Blue whale
op_relation qt8g32p4dv
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op_rights public
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