Using Predicted Patterns of 3D Prey Distribution to Map King Penguin Foraging Habitat
King penguins (Aptenodytes patagonicus) are an iconic Southern Ocean species, but the prey distributions that underpin their at-sea foraging tracks and diving behaviour remain unclear. We conducted simultaneous acoustic surveys off South Georgia and tracking of king penguins breeding ashore there in...
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2021
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Online Access: | https://doi.org/10.3389/fmars.2021.745200 https://doaj.org/article/0511c5807f1549d0b4644b8a2356ceeb |
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ftdoajarticles:oai:doaj.org/article:0511c5807f1549d0b4644b8a2356ceeb 2023-05-15T16:42:08+02:00 Using Predicted Patterns of 3D Prey Distribution to Map King Penguin Foraging Habitat Roland Proud Camille Le Guen Richard B. Sherley Akiko Kato Yan Ropert-Coudert Norman Ratcliffe Simon Jarman Adam Wyness John P. Y. Arnould Ryan A. Saunders Paul G. Fernandes Lars Boehme Andrew S. Brierley 2021-11-01T00:00:00Z https://doi.org/10.3389/fmars.2021.745200 https://doaj.org/article/0511c5807f1549d0b4644b8a2356ceeb EN eng Frontiers Media S.A. https://www.frontiersin.org/articles/10.3389/fmars.2021.745200/full https://doaj.org/toc/2296-7745 2296-7745 doi:10.3389/fmars.2021.745200 https://doaj.org/article/0511c5807f1549d0b4644b8a2356ceeb Frontiers in Marine Science, Vol 8 (2021) acoustic surveys Aptenodytes patagonicus diving behaviour foraging habitat king penguin prey distribution Science Q General. Including nature conservation geographical distribution QH1-199.5 article 2021 ftdoajarticles https://doi.org/10.3389/fmars.2021.745200 2022-12-31T13:04:11Z King penguins (Aptenodytes patagonicus) are an iconic Southern Ocean species, but the prey distributions that underpin their at-sea foraging tracks and diving behaviour remain unclear. We conducted simultaneous acoustic surveys off South Georgia and tracking of king penguins breeding ashore there in Austral summer 2017 to gain insight into habitat use and foraging behaviour. Acoustic surveys revealed ubiquitous deep scattering layers (DSLs; acoustically detected layers of fish and other micronekton that inhabit the mesopelagic zone) at c. 500 m and shallower ephemeral fish schools. Based on DNA extracted from penguin faecal samples, these schools were likely comprised of lanternfish (an important component of king penguin diets), icefish (Channichthyidae spp.) and painted noties (Lepidonotothen larseni). Penguins did not dive as deep as DSLs, but their prey-encounter depth-distributions, as revealed by biologging, overlapped at fine scale (10s of m) with depths of acoustically detected fish schools. We used neural networks to predict local scale (10 km) fish echo intensity and depth distribution at penguin dive locations based on environmental correlates, and developed models of habitat use. Habitat modelling revealed that king penguins preferentially foraged at locations predicted to have shallow and dense (high acoustic energy) fish schools associated with shallow and dense DSLs. These associations could be used to predict the distribution of king penguins from other colonies at South Georgia for which no tracking data are available, and to identify areas of potential ecological significance within the South Georgia and the South Sandwich Islands marine protected area. Article in Journal/Newspaper Icefish King Penguins South Sandwich Islands Southern Ocean Directory of Open Access Journals: DOAJ Articles Austral Sandwich Islands South Georgia ENVELOPE(-33.000,-33.000,-56.000,-56.000) South Sandwich Islands Southern Ocean Frontiers in Marine Science 8 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
acoustic surveys Aptenodytes patagonicus diving behaviour foraging habitat king penguin prey distribution Science Q General. Including nature conservation geographical distribution QH1-199.5 |
spellingShingle |
acoustic surveys Aptenodytes patagonicus diving behaviour foraging habitat king penguin prey distribution Science Q General. Including nature conservation geographical distribution QH1-199.5 Roland Proud Camille Le Guen Richard B. Sherley Akiko Kato Yan Ropert-Coudert Norman Ratcliffe Simon Jarman Adam Wyness John P. Y. Arnould Ryan A. Saunders Paul G. Fernandes Lars Boehme Andrew S. Brierley Using Predicted Patterns of 3D Prey Distribution to Map King Penguin Foraging Habitat |
topic_facet |
acoustic surveys Aptenodytes patagonicus diving behaviour foraging habitat king penguin prey distribution Science Q General. Including nature conservation geographical distribution QH1-199.5 |
description |
King penguins (Aptenodytes patagonicus) are an iconic Southern Ocean species, but the prey distributions that underpin their at-sea foraging tracks and diving behaviour remain unclear. We conducted simultaneous acoustic surveys off South Georgia and tracking of king penguins breeding ashore there in Austral summer 2017 to gain insight into habitat use and foraging behaviour. Acoustic surveys revealed ubiquitous deep scattering layers (DSLs; acoustically detected layers of fish and other micronekton that inhabit the mesopelagic zone) at c. 500 m and shallower ephemeral fish schools. Based on DNA extracted from penguin faecal samples, these schools were likely comprised of lanternfish (an important component of king penguin diets), icefish (Channichthyidae spp.) and painted noties (Lepidonotothen larseni). Penguins did not dive as deep as DSLs, but their prey-encounter depth-distributions, as revealed by biologging, overlapped at fine scale (10s of m) with depths of acoustically detected fish schools. We used neural networks to predict local scale (10 km) fish echo intensity and depth distribution at penguin dive locations based on environmental correlates, and developed models of habitat use. Habitat modelling revealed that king penguins preferentially foraged at locations predicted to have shallow and dense (high acoustic energy) fish schools associated with shallow and dense DSLs. These associations could be used to predict the distribution of king penguins from other colonies at South Georgia for which no tracking data are available, and to identify areas of potential ecological significance within the South Georgia and the South Sandwich Islands marine protected area. |
format |
Article in Journal/Newspaper |
author |
Roland Proud Camille Le Guen Richard B. Sherley Akiko Kato Yan Ropert-Coudert Norman Ratcliffe Simon Jarman Adam Wyness John P. Y. Arnould Ryan A. Saunders Paul G. Fernandes Lars Boehme Andrew S. Brierley |
author_facet |
Roland Proud Camille Le Guen Richard B. Sherley Akiko Kato Yan Ropert-Coudert Norman Ratcliffe Simon Jarman Adam Wyness John P. Y. Arnould Ryan A. Saunders Paul G. Fernandes Lars Boehme Andrew S. Brierley |
author_sort |
Roland Proud |
title |
Using Predicted Patterns of 3D Prey Distribution to Map King Penguin Foraging Habitat |
title_short |
Using Predicted Patterns of 3D Prey Distribution to Map King Penguin Foraging Habitat |
title_full |
Using Predicted Patterns of 3D Prey Distribution to Map King Penguin Foraging Habitat |
title_fullStr |
Using Predicted Patterns of 3D Prey Distribution to Map King Penguin Foraging Habitat |
title_full_unstemmed |
Using Predicted Patterns of 3D Prey Distribution to Map King Penguin Foraging Habitat |
title_sort |
using predicted patterns of 3d prey distribution to map king penguin foraging habitat |
publisher |
Frontiers Media S.A. |
publishDate |
2021 |
url |
https://doi.org/10.3389/fmars.2021.745200 https://doaj.org/article/0511c5807f1549d0b4644b8a2356ceeb |
long_lat |
ENVELOPE(-33.000,-33.000,-56.000,-56.000) |
geographic |
Austral Sandwich Islands South Georgia South Sandwich Islands Southern Ocean |
geographic_facet |
Austral Sandwich Islands South Georgia South Sandwich Islands Southern Ocean |
genre |
Icefish King Penguins South Sandwich Islands Southern Ocean |
genre_facet |
Icefish King Penguins South Sandwich Islands Southern Ocean |
op_source |
Frontiers in Marine Science, Vol 8 (2021) |
op_relation |
https://www.frontiersin.org/articles/10.3389/fmars.2021.745200/full https://doaj.org/toc/2296-7745 2296-7745 doi:10.3389/fmars.2021.745200 https://doaj.org/article/0511c5807f1549d0b4644b8a2356ceeb |
op_doi |
https://doi.org/10.3389/fmars.2021.745200 |
container_title |
Frontiers in Marine Science |
container_volume |
8 |
_version_ |
1766032568963039232 |