Noninvasive unmanned aerial vehicle provides estimates of the energetic cost of reproduction in humpback whales

An animal's body condition will affect its survival and reproductive success, which influences population dynamics. Despite its importance, relatively little is known about the body condition of large whales and its relationship to reproduction. We assessed the body condition of humpback whales...

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Main Authors: Christiansen, F., Dujon, A.M., Sprogis, K.R., Arnould, J.P.Y., Bejder, L.
Format: Article in Journal/Newspaper
Language:English
Published: Ecological Society of America 2016
Subjects:
Online Access:https://researchrepository.murdoch.edu.au/id/eprint/33835/
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spelling ftmurdochuniv:oai:researchrepository.murdoch.edu.au:33835 2023-05-15T17:10:53+02:00 Noninvasive unmanned aerial vehicle provides estimates of the energetic cost of reproduction in humpback whales Christiansen, F. Dujon, A.M. Sprogis, K.R. Arnould, J.P.Y. Bejder, L. 2016 https://researchrepository.murdoch.edu.au/id/eprint/33835/ eng eng Ecological Society of America https://researchrepository.murdoch.edu.au/id/eprint/33835/ full_text_status:public © 2016 Christiansen et al. Christiansen, F. <https://researchrepository.murdoch.edu.au/view/author/Christiansen, Fredrik.html>, Dujon, A.M., Sprogis, K.R. <https://researchrepository.murdoch.edu.au/view/author/Sprogis, Kate.html>, Arnould, J.P.Y. and Bejder, L. <https://researchrepository.murdoch.edu.au/view/author/Bejder, Lars.html> (2016) Noninvasive unmanned aerial vehicle provides estimates of the energetic cost of reproduction in humpback whales. Ecosphere, 7 (10). e01468. Journal Article 2016 ftmurdochuniv 2020-01-05T18:57:41Z An animal's body condition will affect its survival and reproductive success, which influences population dynamics. Despite its importance, relatively little is known about the body condition of large whales and its relationship to reproduction. We assessed the body condition of humpback whales (Megaptera novaeangliae) at a breeding/resting ground from aerial photographs recorded using an unmanned aerial vehicle (UAV). Photogrammetry methods were used to measure the surface area of individual whales, which was used as an index for body condition. Repeated measurements of the same individuals were not possible; hence, this study represents a cross-sectional sample of the population. Intraseasonal changes in the body condition of four reproductive classes (calves, immature, mature, and lactating) were investigated to infer the relative energetic cost that each class faces during the breeding season. To better understand the costs of reproduction, we investigated the relationship between female body condition (FBC) and the linear growth and body condition of their dependent calves (CBC). We documented a linear decline in the body condition of mature whales (0.027 m2/d; n = 20) and lactating females (0.032 m2/d; n = 31) throughout the breeding season, while there was no change in body condition of immature whales (n = 51) and calves (n = 32). The significant decline in mature and lactating female's body condition implies substantial energetic costs for these reproductive classes. In support of this, we found a positive linear relationship between FBC and CBC. This suggests that females in poorer body condition may not have sufficient energy stores to invest as much energy into their offspring as better conditioned females without jeopardizing their own body condition and survival probability. Measurement precision was investigated from repeated measurements of the same animals both from the same and different photographs, and by looking at residual errors in relation to the positioning of the whales in the photographs. The resulting errors were included in a sensitivity analysis to demonstrate that model parameters were robust to measurement errors. Our findings provide strong support for the use of UAVs as a noninvasive tool to measure the body condition of whales and other mammals. Article in Journal/Newspaper Megaptera novaeangliae Murdoch University: Murdoch Research Repository
institution Open Polar
collection Murdoch University: Murdoch Research Repository
op_collection_id ftmurdochuniv
language English
description An animal's body condition will affect its survival and reproductive success, which influences population dynamics. Despite its importance, relatively little is known about the body condition of large whales and its relationship to reproduction. We assessed the body condition of humpback whales (Megaptera novaeangliae) at a breeding/resting ground from aerial photographs recorded using an unmanned aerial vehicle (UAV). Photogrammetry methods were used to measure the surface area of individual whales, which was used as an index for body condition. Repeated measurements of the same individuals were not possible; hence, this study represents a cross-sectional sample of the population. Intraseasonal changes in the body condition of four reproductive classes (calves, immature, mature, and lactating) were investigated to infer the relative energetic cost that each class faces during the breeding season. To better understand the costs of reproduction, we investigated the relationship between female body condition (FBC) and the linear growth and body condition of their dependent calves (CBC). We documented a linear decline in the body condition of mature whales (0.027 m2/d; n = 20) and lactating females (0.032 m2/d; n = 31) throughout the breeding season, while there was no change in body condition of immature whales (n = 51) and calves (n = 32). The significant decline in mature and lactating female's body condition implies substantial energetic costs for these reproductive classes. In support of this, we found a positive linear relationship between FBC and CBC. This suggests that females in poorer body condition may not have sufficient energy stores to invest as much energy into their offspring as better conditioned females without jeopardizing their own body condition and survival probability. Measurement precision was investigated from repeated measurements of the same animals both from the same and different photographs, and by looking at residual errors in relation to the positioning of the whales in the photographs. The resulting errors were included in a sensitivity analysis to demonstrate that model parameters were robust to measurement errors. Our findings provide strong support for the use of UAVs as a noninvasive tool to measure the body condition of whales and other mammals.
format Article in Journal/Newspaper
author Christiansen, F.
Dujon, A.M.
Sprogis, K.R.
Arnould, J.P.Y.
Bejder, L.
spellingShingle Christiansen, F.
Dujon, A.M.
Sprogis, K.R.
Arnould, J.P.Y.
Bejder, L.
Noninvasive unmanned aerial vehicle provides estimates of the energetic cost of reproduction in humpback whales
author_facet Christiansen, F.
Dujon, A.M.
Sprogis, K.R.
Arnould, J.P.Y.
Bejder, L.
author_sort Christiansen, F.
title Noninvasive unmanned aerial vehicle provides estimates of the energetic cost of reproduction in humpback whales
title_short Noninvasive unmanned aerial vehicle provides estimates of the energetic cost of reproduction in humpback whales
title_full Noninvasive unmanned aerial vehicle provides estimates of the energetic cost of reproduction in humpback whales
title_fullStr Noninvasive unmanned aerial vehicle provides estimates of the energetic cost of reproduction in humpback whales
title_full_unstemmed Noninvasive unmanned aerial vehicle provides estimates of the energetic cost of reproduction in humpback whales
title_sort noninvasive unmanned aerial vehicle provides estimates of the energetic cost of reproduction in humpback whales
publisher Ecological Society of America
publishDate 2016
url https://researchrepository.murdoch.edu.au/id/eprint/33835/
genre Megaptera novaeangliae
genre_facet Megaptera novaeangliae
op_source Christiansen, F. <https://researchrepository.murdoch.edu.au/view/author/Christiansen, Fredrik.html>, Dujon, A.M., Sprogis, K.R. <https://researchrepository.murdoch.edu.au/view/author/Sprogis, Kate.html>, Arnould, J.P.Y. and Bejder, L. <https://researchrepository.murdoch.edu.au/view/author/Bejder, Lars.html> (2016) Noninvasive unmanned aerial vehicle provides estimates of the energetic cost of reproduction in humpback whales. Ecosphere, 7 (10). e01468.
op_relation https://researchrepository.murdoch.edu.au/id/eprint/33835/
full_text_status:public
op_rights © 2016 Christiansen et al.
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