Modeling individual growth reveals decreasing gray whale body length and correlations with ocean climate indices at multiple scales

Changes in body size have been documented across taxa in response to human activities and climate change. Body size influences many aspects of an individual's physiology, behavior, and ecology, ultimately affecting life history performance and resilience to stressors. In this study, we develope...

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Published in:Global Change Biology
Main Authors: Pirotta, Enrico, Bierlich, KC, New, Leslie, Hildebrand, Lisa, Bird, Clara, Fernandez Ajó, Alejandro, Torres, Leigh
Format: Article in Journal/Newspaper
Language:English
Published: 2024
Subjects:
Online Access:https://research-portal.st-andrews.ac.uk/en/publications/8a58ed27-3be2-4b69-aefd-92893fdddeb0
https://doi.org/10.1111/gcb.17366
https://research-repository.st-andrews.ac.uk/bitstream/10023/30285/1/Pirotta_2024_GlChBio_Modeling-individual-growth-decreasing-gray-whale_CC.pdf
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author Pirotta, Enrico
Bierlich, KC
New, Leslie
Hildebrand, Lisa
Bird, Clara
Fernandez Ajó, Alejandro
Torres, Leigh
author_facet Pirotta, Enrico
Bierlich, KC
New, Leslie
Hildebrand, Lisa
Bird, Clara
Fernandez Ajó, Alejandro
Torres, Leigh
author_sort Pirotta, Enrico
collection University of St Andrews: Research Portal
container_issue 6
container_title Global Change Biology
container_volume 30
description Changes in body size have been documented across taxa in response to human activities and climate change. Body size influences many aspects of an individual's physiology, behavior, and ecology, ultimately affecting life history performance and resilience to stressors. In this study, we developed an analytical approach to model individual growth patterns using aerial imagery collected via drones, which can be used to investigate shifts in body size in a population and the associated drivers. We applied the method to a large morphological dataset of gray whales ( Eschrichtius robustus ) using a distinct foraging ground along the NE Pacific coast, and found that the asymptotic length of these whales has declined since around the year 2000 at an average rate of 0.05–0.12 m/y. The decline has been stronger in females, which are estimated to be now comparable in size to males, minimizing sexual dimorphism. We show that the decline in asymptotic length is correlated with two oceanographic metrics acting as proxies of habitat quality at different scales: the mean Pacific Decadal Oscillation index, and the mean ratio between upwelling intensity in a season and the number of relaxation events. These results suggest that the decline in gray whale body size may represent a plastic response to changing environmental conditions. Decreasing body size could have cascading effects on the population's demography, ability to adjust to environmental changes, and ecological influence on the structure of their community. This finding adds to the mounting evidence that body size is shrinking in several marine populations in association with climate change and other anthropogenic stressors. Our modeling approach is broadly applicable across multiple systems where morphological data on megafauna are collected using drones.
format Article in Journal/Newspaper
genre baleen whales
genre_facet baleen whales
geographic Pacific
geographic_facet Pacific
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institution Open Polar
language English
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op_doi https://doi.org/10.1111/gcb.17366
op_rights info:eu-repo/semantics/openAccess
op_source Pirotta , E , Bierlich , KC , New , L , Hildebrand , L , Bird , C , Fernandez Ajó , A & Torres , L 2024 , ' Modeling individual growth reveals decreasing gray whale body length and correlations with ocean climate indices at multiple scales ' , Global Change Biology , vol. 30 , no. 6 , e17366 . https://doi.org/10.1111/gcb.17366
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spelling ftunstandrewcris:oai:research-portal.st-andrews.ac.uk:publications/8a58ed27-3be2-4b69-aefd-92893fdddeb0 2025-04-06T14:48:27+00:00 Modeling individual growth reveals decreasing gray whale body length and correlations with ocean climate indices at multiple scales Pirotta, Enrico Bierlich, KC New, Leslie Hildebrand, Lisa Bird, Clara Fernandez Ajó, Alejandro Torres, Leigh 2024-06-07 application/pdf https://research-portal.st-andrews.ac.uk/en/publications/8a58ed27-3be2-4b69-aefd-92893fdddeb0 https://doi.org/10.1111/gcb.17366 https://research-repository.st-andrews.ac.uk/bitstream/10023/30285/1/Pirotta_2024_GlChBio_Modeling-individual-growth-decreasing-gray-whale_CC.pdf eng eng info:eu-repo/semantics/openAccess Pirotta , E , Bierlich , KC , New , L , Hildebrand , L , Bird , C , Fernandez Ajó , A & Torres , L 2024 , ' Modeling individual growth reveals decreasing gray whale body length and correlations with ocean climate indices at multiple scales ' , Global Change Biology , vol. 30 , no. 6 , e17366 . https://doi.org/10.1111/gcb.17366 Baleen whales Bayesian modeling Drones Morphology Pacific Decadal Oscillation Photogrammetry Shrinking size Upwelling and relaxation article 2024 ftunstandrewcris https://doi.org/10.1111/gcb.17366 2025-03-07T00:39:20Z Changes in body size have been documented across taxa in response to human activities and climate change. Body size influences many aspects of an individual's physiology, behavior, and ecology, ultimately affecting life history performance and resilience to stressors. In this study, we developed an analytical approach to model individual growth patterns using aerial imagery collected via drones, which can be used to investigate shifts in body size in a population and the associated drivers. We applied the method to a large morphological dataset of gray whales ( Eschrichtius robustus ) using a distinct foraging ground along the NE Pacific coast, and found that the asymptotic length of these whales has declined since around the year 2000 at an average rate of 0.05–0.12 m/y. The decline has been stronger in females, which are estimated to be now comparable in size to males, minimizing sexual dimorphism. We show that the decline in asymptotic length is correlated with two oceanographic metrics acting as proxies of habitat quality at different scales: the mean Pacific Decadal Oscillation index, and the mean ratio between upwelling intensity in a season and the number of relaxation events. These results suggest that the decline in gray whale body size may represent a plastic response to changing environmental conditions. Decreasing body size could have cascading effects on the population's demography, ability to adjust to environmental changes, and ecological influence on the structure of their community. This finding adds to the mounting evidence that body size is shrinking in several marine populations in association with climate change and other anthropogenic stressors. Our modeling approach is broadly applicable across multiple systems where morphological data on megafauna are collected using drones. Article in Journal/Newspaper baleen whales University of St Andrews: Research Portal Pacific Global Change Biology 30 6
spellingShingle Baleen whales
Bayesian modeling
Drones
Morphology
Pacific Decadal Oscillation
Photogrammetry
Shrinking size
Upwelling and relaxation
Pirotta, Enrico
Bierlich, KC
New, Leslie
Hildebrand, Lisa
Bird, Clara
Fernandez Ajó, Alejandro
Torres, Leigh
Modeling individual growth reveals decreasing gray whale body length and correlations with ocean climate indices at multiple scales
title Modeling individual growth reveals decreasing gray whale body length and correlations with ocean climate indices at multiple scales
title_full Modeling individual growth reveals decreasing gray whale body length and correlations with ocean climate indices at multiple scales
title_fullStr Modeling individual growth reveals decreasing gray whale body length and correlations with ocean climate indices at multiple scales
title_full_unstemmed Modeling individual growth reveals decreasing gray whale body length and correlations with ocean climate indices at multiple scales
title_short Modeling individual growth reveals decreasing gray whale body length and correlations with ocean climate indices at multiple scales
title_sort modeling individual growth reveals decreasing gray whale body length and correlations with ocean climate indices at multiple scales
topic Baleen whales
Bayesian modeling
Drones
Morphology
Pacific Decadal Oscillation
Photogrammetry
Shrinking size
Upwelling and relaxation
topic_facet Baleen whales
Bayesian modeling
Drones
Morphology
Pacific Decadal Oscillation
Photogrammetry
Shrinking size
Upwelling and relaxation
url https://research-portal.st-andrews.ac.uk/en/publications/8a58ed27-3be2-4b69-aefd-92893fdddeb0
https://doi.org/10.1111/gcb.17366
https://research-repository.st-andrews.ac.uk/bitstream/10023/30285/1/Pirotta_2024_GlChBio_Modeling-individual-growth-decreasing-gray-whale_CC.pdf