Aerial photogrammetry and tag-derived tissue density reveal patterns of lipid-store body condition of humpback whales on their feeding grounds

Monitoring the body condition of free-ranging marine mammals at different life-history stages is essential to understand their ecology as they must accumulate sufficient energy reserves for survival and reproduction. However, assessing body condition in free-ranging marine mammals is challenging. We...

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Published in:Proceedings of the Royal Society B: Biological Sciences
Main Authors: Aoki, Kagari, Isojunno, Saana, Bellot, Charlotte, Iwata, Takahashi, Kershaw, Joanna Louise, Akiyama, Yu, Martín López, Lucía Martina, Ramp, Christian, Biuw, Martin, Swift, Rene James, Wensveen, Paul, Pomeroy, Patrick, Narazaki, Tomoko, Hall, Ailsa Jane, Sato, Katsufumi, Miller, Patrick
Format: Article in Journal/Newspaper
Language:English
Published: 2021
Subjects:
UAV
Online Access:https://research-portal.st-andrews.ac.uk/en/researchoutput/aerial-photogrammetry-and-tagderived-tissue-density-reveal-patterns-of-lipidstore-body-condition-of-humpback-whales-on-their-feeding-grounds(9f41fe0f-5e05-476c-8b6f-d1992e976442).html
https://doi.org/10.1098/rspb.2020.2307
https://research-repository.st-andrews.ac.uk/bitstream/10023/21353/1/Aoki_2020_PRSB_AerialPhotogrammetry_CC.pdf
id ftunstandrewcris:oai:research-portal.st-andrews.ac.uk:publications/9f41fe0f-5e05-476c-8b6f-d1992e976442
record_format openpolar
spelling ftunstandrewcris:oai:research-portal.st-andrews.ac.uk:publications/9f41fe0f-5e05-476c-8b6f-d1992e976442 2024-09-15T18:18:27+00:00 Aerial photogrammetry and tag-derived tissue density reveal patterns of lipid-store body condition of humpback whales on their feeding grounds Aoki, Kagari Isojunno, Saana Bellot, Charlotte Iwata, Takahashi Kershaw, Joanna Louise Akiyama, Yu Martín López, Lucía Martina Ramp, Christian Biuw, Martin Swift, Rene James Wensveen, Paul Pomeroy, Patrick Narazaki, Tomoko Hall, Ailsa Jane Sato, Katsufumi Miller, Patrick 2021-01-27 application/pdf https://research-portal.st-andrews.ac.uk/en/researchoutput/aerial-photogrammetry-and-tagderived-tissue-density-reveal-patterns-of-lipidstore-body-condition-of-humpback-whales-on-their-feeding-grounds(9f41fe0f-5e05-476c-8b6f-d1992e976442).html https://doi.org/10.1098/rspb.2020.2307 https://research-repository.st-andrews.ac.uk/bitstream/10023/21353/1/Aoki_2020_PRSB_AerialPhotogrammetry_CC.pdf eng eng https://research-portal.st-andrews.ac.uk/en/researchoutput/aerial-photogrammetry-and-tagderived-tissue-density-reveal-patterns-of-lipidstore-body-condition-of-humpback-whales-on-their-feeding-grounds(9f41fe0f-5e05-476c-8b6f-d1992e976442).html info:eu-repo/semantics/openAccess Aoki , K , Isojunno , S , Bellot , C , Iwata , T , Kershaw , J L , Akiyama , Y , Martín López , L M , Ramp , C , Biuw , M , Swift , R J , Wensveen , P , Pomeroy , P , Narazaki , T , Hall , A J , Sato , K & Miller , P 2021 , ' Aerial photogrammetry and tag-derived tissue density reveal patterns of lipid-store body condition of humpback whales on their feeding grounds ' , Proceedings of the Royal Society of London Series B: Biological Sciences , vol. 288 , no. 1943 , 20202307 . https://doi.org/10.1098/rspb.2020.2307 Tissue body density UAV Feeding season Animal-borne sensor Neutral buoyancy Cetacean article 2021 ftunstandrewcris https://doi.org/10.1098/rspb.2020.2307 2024-07-17T23:33:27Z Monitoring the body condition of free-ranging marine mammals at different life-history stages is essential to understand their ecology as they must accumulate sufficient energy reserves for survival and reproduction. However, assessing body condition in free-ranging marine mammals is challenging. We cross-validated two independent approaches to estimate the body condition of humpback whales ( Megaptera novaeangliae ) at two feeding grounds in Canada and Norway: animal-borne tags ( n = 59) and aerial photogrammetry ( n = 55). Whales that had a large length-standardized projected area in overhead images (i.e. whales looked fatter) had lower estimated tissue body density (TBD) (greater lipid stores) from tag data. Linking both measurements in a Bayesian hierarchical model to estimate the true underlying (hidden) tissue body density (uTBD), we found uTBD was lower (−3.5 kg m −3 ) in pregnant females compared to adult males and resting females, while in lactating females it was higher (+6.0 kg m −3 ). Whales were more negatively buoyant (+5.0 kg m −3 ) in Norway than Canada during the early feeding season, possibly owing to a longer migration from breeding areas. While uTBD decreased over the feeding season across life-history traits, whale tissues remained negatively buoyant (1035.3 ± 3.8 kg m −3 ) in the late feeding season. This study adds confidence to the effectiveness of these independent methods to estimate the body condition of free-ranging whales. Article in Journal/Newspaper Megaptera novaeangliae University of St Andrews: Research Portal Proceedings of the Royal Society B: Biological Sciences 288 1943 20202307
institution Open Polar
collection University of St Andrews: Research Portal
op_collection_id ftunstandrewcris
language English
topic Tissue body density
UAV
Feeding season
Animal-borne sensor
Neutral buoyancy
Cetacean
spellingShingle Tissue body density
UAV
Feeding season
Animal-borne sensor
Neutral buoyancy
Cetacean
Aoki, Kagari
Isojunno, Saana
Bellot, Charlotte
Iwata, Takahashi
Kershaw, Joanna Louise
Akiyama, Yu
Martín López, Lucía Martina
Ramp, Christian
Biuw, Martin
Swift, Rene James
Wensveen, Paul
Pomeroy, Patrick
Narazaki, Tomoko
Hall, Ailsa Jane
Sato, Katsufumi
Miller, Patrick
Aerial photogrammetry and tag-derived tissue density reveal patterns of lipid-store body condition of humpback whales on their feeding grounds
topic_facet Tissue body density
UAV
Feeding season
Animal-borne sensor
Neutral buoyancy
Cetacean
description Monitoring the body condition of free-ranging marine mammals at different life-history stages is essential to understand their ecology as they must accumulate sufficient energy reserves for survival and reproduction. However, assessing body condition in free-ranging marine mammals is challenging. We cross-validated two independent approaches to estimate the body condition of humpback whales ( Megaptera novaeangliae ) at two feeding grounds in Canada and Norway: animal-borne tags ( n = 59) and aerial photogrammetry ( n = 55). Whales that had a large length-standardized projected area in overhead images (i.e. whales looked fatter) had lower estimated tissue body density (TBD) (greater lipid stores) from tag data. Linking both measurements in a Bayesian hierarchical model to estimate the true underlying (hidden) tissue body density (uTBD), we found uTBD was lower (−3.5 kg m −3 ) in pregnant females compared to adult males and resting females, while in lactating females it was higher (+6.0 kg m −3 ). Whales were more negatively buoyant (+5.0 kg m −3 ) in Norway than Canada during the early feeding season, possibly owing to a longer migration from breeding areas. While uTBD decreased over the feeding season across life-history traits, whale tissues remained negatively buoyant (1035.3 ± 3.8 kg m −3 ) in the late feeding season. This study adds confidence to the effectiveness of these independent methods to estimate the body condition of free-ranging whales.
format Article in Journal/Newspaper
author Aoki, Kagari
Isojunno, Saana
Bellot, Charlotte
Iwata, Takahashi
Kershaw, Joanna Louise
Akiyama, Yu
Martín López, Lucía Martina
Ramp, Christian
Biuw, Martin
Swift, Rene James
Wensveen, Paul
Pomeroy, Patrick
Narazaki, Tomoko
Hall, Ailsa Jane
Sato, Katsufumi
Miller, Patrick
author_facet Aoki, Kagari
Isojunno, Saana
Bellot, Charlotte
Iwata, Takahashi
Kershaw, Joanna Louise
Akiyama, Yu
Martín López, Lucía Martina
Ramp, Christian
Biuw, Martin
Swift, Rene James
Wensveen, Paul
Pomeroy, Patrick
Narazaki, Tomoko
Hall, Ailsa Jane
Sato, Katsufumi
Miller, Patrick
author_sort Aoki, Kagari
title Aerial photogrammetry and tag-derived tissue density reveal patterns of lipid-store body condition of humpback whales on their feeding grounds
title_short Aerial photogrammetry and tag-derived tissue density reveal patterns of lipid-store body condition of humpback whales on their feeding grounds
title_full Aerial photogrammetry and tag-derived tissue density reveal patterns of lipid-store body condition of humpback whales on their feeding grounds
title_fullStr Aerial photogrammetry and tag-derived tissue density reveal patterns of lipid-store body condition of humpback whales on their feeding grounds
title_full_unstemmed Aerial photogrammetry and tag-derived tissue density reveal patterns of lipid-store body condition of humpback whales on their feeding grounds
title_sort aerial photogrammetry and tag-derived tissue density reveal patterns of lipid-store body condition of humpback whales on their feeding grounds
publishDate 2021
url https://research-portal.st-andrews.ac.uk/en/researchoutput/aerial-photogrammetry-and-tagderived-tissue-density-reveal-patterns-of-lipidstore-body-condition-of-humpback-whales-on-their-feeding-grounds(9f41fe0f-5e05-476c-8b6f-d1992e976442).html
https://doi.org/10.1098/rspb.2020.2307
https://research-repository.st-andrews.ac.uk/bitstream/10023/21353/1/Aoki_2020_PRSB_AerialPhotogrammetry_CC.pdf
genre Megaptera novaeangliae
genre_facet Megaptera novaeangliae
op_source Aoki , K , Isojunno , S , Bellot , C , Iwata , T , Kershaw , J L , Akiyama , Y , Martín López , L M , Ramp , C , Biuw , M , Swift , R J , Wensveen , P , Pomeroy , P , Narazaki , T , Hall , A J , Sato , K & Miller , P 2021 , ' Aerial photogrammetry and tag-derived tissue density reveal patterns of lipid-store body condition of humpback whales on their feeding grounds ' , Proceedings of the Royal Society of London Series B: Biological Sciences , vol. 288 , no. 1943 , 20202307 . https://doi.org/10.1098/rspb.2020.2307
op_relation https://research-portal.st-andrews.ac.uk/en/researchoutput/aerial-photogrammetry-and-tagderived-tissue-density-reveal-patterns-of-lipidstore-body-condition-of-humpback-whales-on-their-feeding-grounds(9f41fe0f-5e05-476c-8b6f-d1992e976442).html
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1098/rspb.2020.2307
container_title Proceedings of the Royal Society B: Biological Sciences
container_volume 288
container_issue 1943
container_start_page 20202307
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