Application of a multi-disciplinary approach to reveal population structure and Southern Ocean feeding grounds of humpback whales: Data and README

State-space modelled data and README files associated with Riekkola et al. (2018). Application of a multi-disciplinary approach to reveal population structure and Southern Ocean feeding grounds of humpback whales. Ecological Indicators, 89, 455-465. AbstractObtaining direct measurements to character...

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Main Authors: Riekkola, Leena, Zerbini, Alexandre N., Andrews, Olive, Andrews-Goff, Virginia, Baker, Scott, Childerhouse, Simon, Clapham, Phillip, Dodémont, Remi, Donnelly, David, Friedlaender, Ari, Gallego, Ramon, Garrigue, Claire, Ivashchenko, Yulia, Jarman, Simon, Lindsay, Rebecca, Pallin, Logan, Jooke Robbins, Steel, Debbie, Tremlett, James, Vindenes, Silje, Constantine, Rochelle
Format: Dataset
Language:unknown
Published: The University of Auckland 2018
Subjects:
Online Access:https://dx.doi.org/10.17608/k6.auckland.6615476.v1
https://auckland.figshare.com/articles/Application_of_a_multi-disciplinary_approach_to_reveal_population_structure_and_Southern_Ocean_feeding_grounds_of_humpback_whales_Data_and_README/6615476/1
id ftdatacite:10.17608/k6.auckland.6615476.v1
record_format openpolar
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic 60205 Marine and Estuarine Ecology incl. Marine Ichthyology
FOS Biological sciences
Ecology
60207 Population Ecology
spellingShingle 60205 Marine and Estuarine Ecology incl. Marine Ichthyology
FOS Biological sciences
Ecology
60207 Population Ecology
Riekkola, Leena
Zerbini, Alexandre N.
Andrews, Olive
Andrews-Goff, Virginia
Baker, Scott
Childerhouse, Simon
Clapham, Phillip
Dodémont, Remi
Donnelly, David
Friedlaender, Ari
Gallego, Ramon
Garrigue, Claire
Ivashchenko, Yulia
Jarman, Simon
Lindsay, Rebecca
Pallin, Logan
Jooke Robbins
Steel, Debbie
Tremlett, James
Vindenes, Silje
Constantine, Rochelle
Application of a multi-disciplinary approach to reveal population structure and Southern Ocean feeding grounds of humpback whales: Data and README
topic_facet 60205 Marine and Estuarine Ecology incl. Marine Ichthyology
FOS Biological sciences
Ecology
60207 Population Ecology
description State-space modelled data and README files associated with Riekkola et al. (2018). Application of a multi-disciplinary approach to reveal population structure and Southern Ocean feeding grounds of humpback whales. Ecological Indicators, 89, 455-465. AbstractObtaining direct measurements to characterise ecosystem function can be hindered by remote or inaccessible regions. Next-generation satellite tags that inform increasingly sophisticated movement models, and the miniaturisation of animal-borne loggers, have enabled the use of animals as tools to collect habitat data in remote environments, such as the Southern Ocean. Research on the distribution, habitat use and recovery of Oceania’s humpback whales ( Megaptera novaeangliae ) has been constrained by the inaccessibility to their Antarctic feeding grounds and the limitations of technology. In this multi-disciplinary study, we combine innovative analytical tools to comprehensively assess the distribution and population structure of this marine predator throughout their entire migratory range. We used genotypeand photo-identification matches and conducted a genetic mixed-stock analysis to identify the breeding ground origins of humpback whales migrating past the Kermadec Islands, New Zealand. Satellite tracking data and a state-space model were then used to identify the migratory paths and behaviour of 18 whales, and to reveal their Antarctic feeding ground destinations. Additionally, we conducted progesterone assays and epigenetic aging to determine the pregnancy rate and age-profile of the population. Humpback whales passing the Kermadec Islands did not assign to a single breeding ground origin, but instead came from a range of breeding grounds spanning ∼3500 km of ocean. Sampled whales ranged from calves to adults of up to 67 years of age, and a pregnancy rate of 57% was estimated from 30 adult females. The whales migrated to the Southern Ocean (straight-line distances of up to 7000 km) and spanned ∼4500 km across their Antarctic feeding grounds. All fully tracked females with a dependent calf (n = 4) migrated to the Ross Sea region, while 70% of adults without calves (n = 7) travelled further east to the Amundsen and Bellingshausen Seas region. By combining multiple research and analytical tools we obtained a comprehensive understanding of this wide-ranging, remote population of whales. Our results indicate a population recovering from exploitation, and their feeding ground distribution serves as an indicator of the resources available in these environments. The unexpected Kermadec Islands migratory bottle-neck of whales from several breeding grounds, variable distribution patterns by life history stage and high pregnancy rates will be important in informing conservation and management planning, and for understanding how this, as well as other whale populations, might respond to emerging threats such as climate change.
format Dataset
author Riekkola, Leena
Zerbini, Alexandre N.
Andrews, Olive
Andrews-Goff, Virginia
Baker, Scott
Childerhouse, Simon
Clapham, Phillip
Dodémont, Remi
Donnelly, David
Friedlaender, Ari
Gallego, Ramon
Garrigue, Claire
Ivashchenko, Yulia
Jarman, Simon
Lindsay, Rebecca
Pallin, Logan
Jooke Robbins
Steel, Debbie
Tremlett, James
Vindenes, Silje
Constantine, Rochelle
author_facet Riekkola, Leena
Zerbini, Alexandre N.
Andrews, Olive
Andrews-Goff, Virginia
Baker, Scott
Childerhouse, Simon
Clapham, Phillip
Dodémont, Remi
Donnelly, David
Friedlaender, Ari
Gallego, Ramon
Garrigue, Claire
Ivashchenko, Yulia
Jarman, Simon
Lindsay, Rebecca
Pallin, Logan
Jooke Robbins
Steel, Debbie
Tremlett, James
Vindenes, Silje
Constantine, Rochelle
author_sort Riekkola, Leena
title Application of a multi-disciplinary approach to reveal population structure and Southern Ocean feeding grounds of humpback whales: Data and README
title_short Application of a multi-disciplinary approach to reveal population structure and Southern Ocean feeding grounds of humpback whales: Data and README
title_full Application of a multi-disciplinary approach to reveal population structure and Southern Ocean feeding grounds of humpback whales: Data and README
title_fullStr Application of a multi-disciplinary approach to reveal population structure and Southern Ocean feeding grounds of humpback whales: Data and README
title_full_unstemmed Application of a multi-disciplinary approach to reveal population structure and Southern Ocean feeding grounds of humpback whales: Data and README
title_sort application of a multi-disciplinary approach to reveal population structure and southern ocean feeding grounds of humpback whales: data and readme
publisher The University of Auckland
publishDate 2018
url https://dx.doi.org/10.17608/k6.auckland.6615476.v1
https://auckland.figshare.com/articles/Application_of_a_multi-disciplinary_approach_to_reveal_population_structure_and_Southern_Ocean_feeding_grounds_of_humpback_whales_Data_and_README/6615476/1
geographic Antarctic
Southern Ocean
Ross Sea
New Zealand
geographic_facet Antarctic
Southern Ocean
Ross Sea
New Zealand
genre Antarc*
Antarctic
Megaptera novaeangliae
Ross Sea
Southern Ocean
genre_facet Antarc*
Antarctic
Megaptera novaeangliae
Ross Sea
Southern Ocean
op_relation https://dx.doi.org/10.17608/k6.auckland.6615476
op_rights Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.17608/k6.auckland.6615476.v1
https://doi.org/10.17608/k6.auckland.6615476
_version_ 1766198600810889216
spelling ftdatacite:10.17608/k6.auckland.6615476.v1 2023-05-15T13:44:12+02:00 Application of a multi-disciplinary approach to reveal population structure and Southern Ocean feeding grounds of humpback whales: Data and README Riekkola, Leena Zerbini, Alexandre N. Andrews, Olive Andrews-Goff, Virginia Baker, Scott Childerhouse, Simon Clapham, Phillip Dodémont, Remi Donnelly, David Friedlaender, Ari Gallego, Ramon Garrigue, Claire Ivashchenko, Yulia Jarman, Simon Lindsay, Rebecca Pallin, Logan Jooke Robbins Steel, Debbie Tremlett, James Vindenes, Silje Constantine, Rochelle 2018 https://dx.doi.org/10.17608/k6.auckland.6615476.v1 https://auckland.figshare.com/articles/Application_of_a_multi-disciplinary_approach_to_reveal_population_structure_and_Southern_Ocean_feeding_grounds_of_humpback_whales_Data_and_README/6615476/1 unknown The University of Auckland https://dx.doi.org/10.17608/k6.auckland.6615476 Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 CC-BY 60205 Marine and Estuarine Ecology incl. Marine Ichthyology FOS Biological sciences Ecology 60207 Population Ecology dataset Dataset 2018 ftdatacite https://doi.org/10.17608/k6.auckland.6615476.v1 https://doi.org/10.17608/k6.auckland.6615476 2021-11-05T12:55:41Z State-space modelled data and README files associated with Riekkola et al. (2018). Application of a multi-disciplinary approach to reveal population structure and Southern Ocean feeding grounds of humpback whales. Ecological Indicators, 89, 455-465. AbstractObtaining direct measurements to characterise ecosystem function can be hindered by remote or inaccessible regions. Next-generation satellite tags that inform increasingly sophisticated movement models, and the miniaturisation of animal-borne loggers, have enabled the use of animals as tools to collect habitat data in remote environments, such as the Southern Ocean. Research on the distribution, habitat use and recovery of Oceania’s humpback whales ( Megaptera novaeangliae ) has been constrained by the inaccessibility to their Antarctic feeding grounds and the limitations of technology. In this multi-disciplinary study, we combine innovative analytical tools to comprehensively assess the distribution and population structure of this marine predator throughout their entire migratory range. We used genotypeand photo-identification matches and conducted a genetic mixed-stock analysis to identify the breeding ground origins of humpback whales migrating past the Kermadec Islands, New Zealand. Satellite tracking data and a state-space model were then used to identify the migratory paths and behaviour of 18 whales, and to reveal their Antarctic feeding ground destinations. Additionally, we conducted progesterone assays and epigenetic aging to determine the pregnancy rate and age-profile of the population. Humpback whales passing the Kermadec Islands did not assign to a single breeding ground origin, but instead came from a range of breeding grounds spanning ∼3500 km of ocean. Sampled whales ranged from calves to adults of up to 67 years of age, and a pregnancy rate of 57% was estimated from 30 adult females. The whales migrated to the Southern Ocean (straight-line distances of up to 7000 km) and spanned ∼4500 km across their Antarctic feeding grounds. All fully tracked females with a dependent calf (n = 4) migrated to the Ross Sea region, while 70% of adults without calves (n = 7) travelled further east to the Amundsen and Bellingshausen Seas region. By combining multiple research and analytical tools we obtained a comprehensive understanding of this wide-ranging, remote population of whales. Our results indicate a population recovering from exploitation, and their feeding ground distribution serves as an indicator of the resources available in these environments. The unexpected Kermadec Islands migratory bottle-neck of whales from several breeding grounds, variable distribution patterns by life history stage and high pregnancy rates will be important in informing conservation and management planning, and for understanding how this, as well as other whale populations, might respond to emerging threats such as climate change. Dataset Antarc* Antarctic Megaptera novaeangliae Ross Sea Southern Ocean DataCite Metadata Store (German National Library of Science and Technology) Antarctic Southern Ocean Ross Sea New Zealand