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...
Published in: | Global Change Biology |
---|---|
Main Authors: | , , , , , , |
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 |
_version_ | 1828687370007871488 |
---|---|
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 |
id | ftunstandrewcris:oai:research-portal.st-andrews.ac.uk:publications/8a58ed27-3be2-4b69-aefd-92893fdddeb0 |
institution | Open Polar |
language | English |
op_collection_id | ftunstandrewcris |
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 |
publishDate | 2024 |
record_format | openpolar |
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 |