Using predicted patterns of 3D prey distribution to map king penguin foraging habitat

International audience King penguins (Aptenodytes patagonicus) are an iconic Southern Ocean species, butthe prey distributions that underpin their at-sea foraging tracks and diving behaviourremain unclear. We conducted simultaneous acoustic surveys off South Georgia andtracking of king penguins bree...

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Published in:Frontiers in Marine Science
Main Authors: Proud, Roland, Le Guen, Camille, Sherley, Richard B., Kato, Akiko, Ropert‐Coudert, Yan, Ratcliffe, Norman, Jarman, Simon, Wyness, Adam, Arnould, John P. Y., Saunders, Ryan, Fernandes, Paul G., Boehme, Lars, Brierley, Andrew S.
Other Authors: Pelagic Ecology Research Group, Scottish Oceans Institut, Centre for Ecology and Conservation, University of Exeter, Centre d'Études Biologiques de Chizé - UMR 7372 (CEBC), Université de La Rochelle (ULR)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), British Antarctic Survey (BAS), Natural Environment Research Council (NERC), School of Biological Sciences, University of Western Australia Australia, The University of Western Australia (UWA), Coastal Research Group, Department of Zoology and Entomology South Africa, Rhodes University, Grahamstown, School of Life and Environmental Sciences, Faculty of Science and Technology, Deakin University Burwood, School of Biological Sciences Aberdeen, University of Aberdeen, Scottish Oceans Institute University of St Andrews (SOI), School of Biology University of St Andrews, University of St Andrews Scotland -University of St Andrews Scotland
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2021
Subjects:
Online Access:https://hal.archives-ouvertes.fr/hal-03460885
https://doi.org/10.3389/fmars.2021.745200
id ftccsdartic:oai:HAL:hal-03460885v1
record_format openpolar
institution Open Polar
collection Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
op_collection_id ftccsdartic
language English
topic acoustic surveys
Aptenodytes patagonicus
diving behaviour
foraging habitat
king penguin
prey distribution
Southern Ocean
South Georgia
[SDE]Environmental Sciences
spellingShingle acoustic surveys
Aptenodytes patagonicus
diving behaviour
foraging habitat
king penguin
prey distribution
Southern Ocean
South Georgia
[SDE]Environmental Sciences
Proud, Roland
Le Guen, Camille
Sherley, Richard B.
Kato, Akiko
Ropert‐Coudert, Yan
Ratcliffe, Norman
Jarman, Simon
Wyness, Adam
Arnould, John P. Y.
Saunders, Ryan,
Fernandes, Paul G.
Boehme, Lars
Brierley, Andrew S.
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
Southern Ocean
South Georgia
[SDE]Environmental Sciences
description International audience King penguins (Aptenodytes patagonicus) are an iconic Southern Ocean species, butthe prey distributions that underpin their at-sea foraging tracks and diving behaviourremain unclear. We conducted simultaneous acoustic surveys off South Georgia andtracking of king penguins breeding ashore there in Austral summer 2017 to gain insightinto habitat use and foraging behaviour. Acoustic surveys revealed ubiquitous deepscattering layers (DSLs; acoustically detected layers of fish and other micronekton thatinhabit the mesopelagic zone) at c. 500 m and shallower ephemeral fish schools. Basedon DNA extracted from penguin faecal samples, these schools were likely comprised oflanternfish (an important component of king penguin diets), icefish (Channichthyidaespp.) and painted noties (Lepidonotothen larseni). Penguins did not dive as deepas 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 depthdistribution at penguin dive locations based on environmental correlates, and developedmodels of habitat use. Habitat modelling revealed that king penguins preferentiallyforaged at locations predicted to have shallow and dense (high acoustic energy) fishschools associated with shallow and dense DSLs. These associations could be used topredict the distribution of king penguins from other colonies at South Georgia for whichno tracking data are available, and to identify areas of potential ecological significancewithin the South Georgia and the South Sandwich Islands marine protected area.
author2 Pelagic Ecology Research Group,
Scottish Oceans Institut
Centre for Ecology and Conservation
University of Exeter
Centre d'Études Biologiques de Chizé - UMR 7372 (CEBC)
Université de La Rochelle (ULR)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
British Antarctic Survey (BAS)
Natural Environment Research Council (NERC)
School of Biological Sciences, University of Western Australia Australia
The University of Western Australia (UWA)
Coastal Research Group, Department of Zoology and Entomology South Africa
Rhodes University, Grahamstown
School of Life and Environmental Sciences, Faculty of Science and Technology
Deakin University Burwood
School of Biological Sciences Aberdeen
University of Aberdeen
Scottish Oceans Institute University of St Andrews (SOI)
School of Biology University of St Andrews
University of St Andrews Scotland -University of St Andrews Scotland
format Article in Journal/Newspaper
author Proud, Roland
Le Guen, Camille
Sherley, Richard B.
Kato, Akiko
Ropert‐Coudert, Yan
Ratcliffe, Norman
Jarman, Simon
Wyness, Adam
Arnould, John P. Y.
Saunders, Ryan,
Fernandes, Paul G.
Boehme, Lars
Brierley, Andrew S.
author_facet Proud, Roland
Le Guen, Camille
Sherley, Richard B.
Kato, Akiko
Ropert‐Coudert, Yan
Ratcliffe, Norman
Jarman, Simon
Wyness, Adam
Arnould, John P. Y.
Saunders, Ryan,
Fernandes, Paul G.
Boehme, Lars
Brierley, Andrew S.
author_sort Proud, Roland
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 HAL CCSD
publishDate 2021
url https://hal.archives-ouvertes.fr/hal-03460885
https://doi.org/10.3389/fmars.2021.745200
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 ISSN: 2296-7745
Frontiers in Marine Science
https://hal.archives-ouvertes.fr/hal-03460885
Frontiers in Marine Science, Frontiers Media, 2021, 8 (745200), ⟨10.3389/fmars.2021.745200⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.3389/fmars.2021.745200
hal-03460885
https://hal.archives-ouvertes.fr/hal-03460885
doi:10.3389/fmars.2021.745200
op_doi https://doi.org/10.3389/fmars.2021.745200
container_title Frontiers in Marine Science
container_volume 8
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spelling ftccsdartic:oai:HAL:hal-03460885v1 2023-05-15T16:42:07+02:00 Using predicted patterns of 3D prey distribution to map king penguin foraging habitat Proud, Roland Le Guen, Camille Sherley, Richard B. Kato, Akiko Ropert‐Coudert, Yan Ratcliffe, Norman Jarman, Simon Wyness, Adam Arnould, John P. Y. Saunders, Ryan, Fernandes, Paul G. Boehme, Lars Brierley, Andrew S. Pelagic Ecology Research Group, Scottish Oceans Institut Centre for Ecology and Conservation University of Exeter Centre d'Études Biologiques de Chizé - UMR 7372 (CEBC) Université de La Rochelle (ULR)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE) British Antarctic Survey (BAS) Natural Environment Research Council (NERC) School of Biological Sciences, University of Western Australia Australia The University of Western Australia (UWA) Coastal Research Group, Department of Zoology and Entomology South Africa Rhodes University, Grahamstown School of Life and Environmental Sciences, Faculty of Science and Technology Deakin University Burwood School of Biological Sciences Aberdeen University of Aberdeen Scottish Oceans Institute University of St Andrews (SOI) School of Biology University of St Andrews University of St Andrews Scotland -University of St Andrews Scotland 2021 https://hal.archives-ouvertes.fr/hal-03460885 https://doi.org/10.3389/fmars.2021.745200 en eng HAL CCSD Frontiers Media info:eu-repo/semantics/altIdentifier/doi/10.3389/fmars.2021.745200 hal-03460885 https://hal.archives-ouvertes.fr/hal-03460885 doi:10.3389/fmars.2021.745200 ISSN: 2296-7745 Frontiers in Marine Science https://hal.archives-ouvertes.fr/hal-03460885 Frontiers in Marine Science, Frontiers Media, 2021, 8 (745200), ⟨10.3389/fmars.2021.745200⟩ acoustic surveys Aptenodytes patagonicus diving behaviour foraging habitat king penguin prey distribution Southern Ocean South Georgia [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2021 ftccsdartic https://doi.org/10.3389/fmars.2021.745200 2022-01-08T23:46:59Z International audience King penguins (Aptenodytes patagonicus) are an iconic Southern Ocean species, butthe prey distributions that underpin their at-sea foraging tracks and diving behaviourremain unclear. We conducted simultaneous acoustic surveys off South Georgia andtracking of king penguins breeding ashore there in Austral summer 2017 to gain insightinto habitat use and foraging behaviour. Acoustic surveys revealed ubiquitous deepscattering layers (DSLs; acoustically detected layers of fish and other micronekton thatinhabit the mesopelagic zone) at c. 500 m and shallower ephemeral fish schools. Basedon DNA extracted from penguin faecal samples, these schools were likely comprised oflanternfish (an important component of king penguin diets), icefish (Channichthyidaespp.) and painted noties (Lepidonotothen larseni). Penguins did not dive as deepas 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 depthdistribution at penguin dive locations based on environmental correlates, and developedmodels of habitat use. Habitat modelling revealed that king penguins preferentiallyforaged at locations predicted to have shallow and dense (high acoustic energy) fishschools associated with shallow and dense DSLs. These associations could be used topredict the distribution of king penguins from other colonies at South Georgia for whichno tracking data are available, and to identify areas of potential ecological significancewithin the South Georgia and the South Sandwich Islands marine protected area. Article in Journal/Newspaper Icefish King Penguins South Sandwich Islands Southern Ocean Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Austral Sandwich Islands South Georgia ENVELOPE(-33.000,-33.000,-56.000,-56.000) South Sandwich Islands Southern Ocean Frontiers in Marine Science 8