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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Published in:Frontiers in Marine Science
Main Authors: 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
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media S.A. 2021
Subjects:
Q
Online Access:https://doi.org/10.3389/fmars.2021.745200
https://doaj.org/article/0511c5807f1549d0b4644b8a2356ceeb
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spelling 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
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