Whale distribution in relation to prey abundance and oceanographic processes in the shelf waters of the Western Antarctic Peninsula

The Western Antarctic Peninsula (WAP) is a biologically rich area supporting large standing stocks of krill and top predators (including whales, seals and seabirds). Physical forcing greatly affects productivity, recruitment, survival and distribution of krill in this area. In turn, such interaction...

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Bibliographic Details
Main Authors: A Friedlaendar, P Halpin, S Qian, G Lawson, P Wiebe, Deborah Thiele, A Read
Format: Other Non-Article Part of Journal/Newspaper
Language:unknown
Published: 2006
Subjects:
GAM
Gam
Online Access:http://hdl.handle.net/10536/DRO/DU:30006626
https://figshare.com/articles/journal_contribution/Whale_distribution_in_relation_to_prey_abundance_and_oceanographic_processes_in_the_shelf_waters_of_the_Western_Antarctic_Peninsula/20551491
id ftdeakinunifig:oai:figshare.com:article/20551491
record_format openpolar
spelling ftdeakinunifig:oai:figshare.com:article/20551491 2023-05-15T14:05:22+02:00 Whale distribution in relation to prey abundance and oceanographic processes in the shelf waters of the Western Antarctic Peninsula A Friedlaendar P Halpin S Qian G Lawson P Wiebe Deborah Thiele A Read 2006-07-18T00:00:00Z http://hdl.handle.net/10536/DRO/DU:30006626 https://figshare.com/articles/journal_contribution/Whale_distribution_in_relation_to_prey_abundance_and_oceanographic_processes_in_the_shelf_waters_of_the_Western_Antarctic_Peninsula/20551491 unknown http://hdl.handle.net/10536/DRO/DU:30006626 https://figshare.com/articles/journal_contribution/Whale_distribution_in_relation_to_prey_abundance_and_oceanographic_processes_in_the_shelf_waters_of_the_Western_Antarctic_Peninsula/20551491 All Rights Reserved Oceanography Ecology Zoology distribution zooplankton ice edge Antarctica SO GLOBEC CART GAM Science & Technology Life Sciences & Biomedicine Physical Sciences Marine & Freshwater Biology Environmental Sciences & Ecology whale distribution SEA-ICE EXTENT MARGUERITE BAY CETACEAN DISTRIBUTIONS SEASONAL VARIABILITY CONTINENTAL-SHELF FORAGING BEHAVIOR MINKE WHALES AUSTRAL FALL HABITAT KRILL Text Journal contribution 2006 ftdeakinunifig 2022-11-17T23:13:47Z The Western Antarctic Peninsula (WAP) is a biologically rich area supporting large standing stocks of krill and top predators (including whales, seals and seabirds). Physical forcing greatly affects productivity, recruitment, survival and distribution of krill in this area. In turn, such interactions are likely to affect the distribution of baleen whales. The Southern Ocean GLOBEC research program aims to explore the relationships and interactions between the environment, krill and predators around Marguerite Bay (WAP) in autumn 2001 and 2002. Bathymetric and environmental variables including acoustic backscattering as an indicator of prey abundance were used to model whale distribution patterns. We used an iterative approach employing (1) classification and regression tree (CART) models to identify oceanographic and ecological variables contributing to variability in humpback Megaptera novaeangliae and minke Balaenoptera acutorstrata whale distribution, and (2) generalized additive models (GAMs) to elucidate functional ecological relationships between these variables and whale distribution. The CART models indicated that the cetacean distribution was tightly coupled with zooplankton acoustic volume backscatter in the upper (25 to 100 m), and middle (100 to 300 m) portions of the water column. Whale distribution was also related to distance from the ice edge and bathymetric slope. The GAMs indicated a persistent, strong, positive relationship between increasing zooplankton volume and whale relative abundance. Furthermore, there was a lower limit for averaged acoustic volume backscatter of zooplankton below which the relationship between whales and prey was not significant. The GAMs also supported an annual relationship between whale distribution, distance from the ice edge and bathymetric slope, suggesting that these are important features for aggregating prey. Our results demonstrate that during the 2 yr study, whales were consistently and predictably associated with the distribution of zooplankton. Thus, ... Other Non-Article Part of Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Antarctica baleen whales Megaptera novaeangliae Sea ice Southern Ocean DRO - Deakin Research Online Antarctic Southern Ocean Antarctic Peninsula Austral Marguerite ENVELOPE(141.378,141.378,-66.787,-66.787) Marguerite Bay ENVELOPE(-68.000,-68.000,-68.500,-68.500) Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923)
institution Open Polar
collection DRO - Deakin Research Online
op_collection_id ftdeakinunifig
language unknown
topic Oceanography
Ecology
Zoology
distribution
zooplankton
ice edge
Antarctica
SO GLOBEC
CART
GAM
Science & Technology
Life Sciences & Biomedicine
Physical Sciences
Marine & Freshwater Biology
Environmental Sciences & Ecology
whale distribution
SEA-ICE EXTENT
MARGUERITE BAY
CETACEAN DISTRIBUTIONS
SEASONAL VARIABILITY
CONTINENTAL-SHELF
FORAGING BEHAVIOR
MINKE WHALES
AUSTRAL FALL
HABITAT
KRILL
spellingShingle Oceanography
Ecology
Zoology
distribution
zooplankton
ice edge
Antarctica
SO GLOBEC
CART
GAM
Science & Technology
Life Sciences & Biomedicine
Physical Sciences
Marine & Freshwater Biology
Environmental Sciences & Ecology
whale distribution
SEA-ICE EXTENT
MARGUERITE BAY
CETACEAN DISTRIBUTIONS
SEASONAL VARIABILITY
CONTINENTAL-SHELF
FORAGING BEHAVIOR
MINKE WHALES
AUSTRAL FALL
HABITAT
KRILL
A Friedlaendar
P Halpin
S Qian
G Lawson
P Wiebe
Deborah Thiele
A Read
Whale distribution in relation to prey abundance and oceanographic processes in the shelf waters of the Western Antarctic Peninsula
topic_facet Oceanography
Ecology
Zoology
distribution
zooplankton
ice edge
Antarctica
SO GLOBEC
CART
GAM
Science & Technology
Life Sciences & Biomedicine
Physical Sciences
Marine & Freshwater Biology
Environmental Sciences & Ecology
whale distribution
SEA-ICE EXTENT
MARGUERITE BAY
CETACEAN DISTRIBUTIONS
SEASONAL VARIABILITY
CONTINENTAL-SHELF
FORAGING BEHAVIOR
MINKE WHALES
AUSTRAL FALL
HABITAT
KRILL
description The Western Antarctic Peninsula (WAP) is a biologically rich area supporting large standing stocks of krill and top predators (including whales, seals and seabirds). Physical forcing greatly affects productivity, recruitment, survival and distribution of krill in this area. In turn, such interactions are likely to affect the distribution of baleen whales. The Southern Ocean GLOBEC research program aims to explore the relationships and interactions between the environment, krill and predators around Marguerite Bay (WAP) in autumn 2001 and 2002. Bathymetric and environmental variables including acoustic backscattering as an indicator of prey abundance were used to model whale distribution patterns. We used an iterative approach employing (1) classification and regression tree (CART) models to identify oceanographic and ecological variables contributing to variability in humpback Megaptera novaeangliae and minke Balaenoptera acutorstrata whale distribution, and (2) generalized additive models (GAMs) to elucidate functional ecological relationships between these variables and whale distribution. The CART models indicated that the cetacean distribution was tightly coupled with zooplankton acoustic volume backscatter in the upper (25 to 100 m), and middle (100 to 300 m) portions of the water column. Whale distribution was also related to distance from the ice edge and bathymetric slope. The GAMs indicated a persistent, strong, positive relationship between increasing zooplankton volume and whale relative abundance. Furthermore, there was a lower limit for averaged acoustic volume backscatter of zooplankton below which the relationship between whales and prey was not significant. The GAMs also supported an annual relationship between whale distribution, distance from the ice edge and bathymetric slope, suggesting that these are important features for aggregating prey. Our results demonstrate that during the 2 yr study, whales were consistently and predictably associated with the distribution of zooplankton. Thus, ...
format Other Non-Article Part of Journal/Newspaper
author A Friedlaendar
P Halpin
S Qian
G Lawson
P Wiebe
Deborah Thiele
A Read
author_facet A Friedlaendar
P Halpin
S Qian
G Lawson
P Wiebe
Deborah Thiele
A Read
author_sort A Friedlaendar
title Whale distribution in relation to prey abundance and oceanographic processes in the shelf waters of the Western Antarctic Peninsula
title_short Whale distribution in relation to prey abundance and oceanographic processes in the shelf waters of the Western Antarctic Peninsula
title_full Whale distribution in relation to prey abundance and oceanographic processes in the shelf waters of the Western Antarctic Peninsula
title_fullStr Whale distribution in relation to prey abundance and oceanographic processes in the shelf waters of the Western Antarctic Peninsula
title_full_unstemmed Whale distribution in relation to prey abundance and oceanographic processes in the shelf waters of the Western Antarctic Peninsula
title_sort whale distribution in relation to prey abundance and oceanographic processes in the shelf waters of the western antarctic peninsula
publishDate 2006
url http://hdl.handle.net/10536/DRO/DU:30006626
https://figshare.com/articles/journal_contribution/Whale_distribution_in_relation_to_prey_abundance_and_oceanographic_processes_in_the_shelf_waters_of_the_Western_Antarctic_Peninsula/20551491
long_lat ENVELOPE(141.378,141.378,-66.787,-66.787)
ENVELOPE(-68.000,-68.000,-68.500,-68.500)
ENVELOPE(-57.955,-57.955,-61.923,-61.923)
geographic Antarctic
Southern Ocean
Antarctic Peninsula
Austral
Marguerite
Marguerite Bay
Gam
geographic_facet Antarctic
Southern Ocean
Antarctic Peninsula
Austral
Marguerite
Marguerite Bay
Gam
genre Antarc*
Antarctic
Antarctic Peninsula
Antarctica
baleen whales
Megaptera novaeangliae
Sea ice
Southern Ocean
genre_facet Antarc*
Antarctic
Antarctic Peninsula
Antarctica
baleen whales
Megaptera novaeangliae
Sea ice
Southern Ocean
op_relation http://hdl.handle.net/10536/DRO/DU:30006626
https://figshare.com/articles/journal_contribution/Whale_distribution_in_relation_to_prey_abundance_and_oceanographic_processes_in_the_shelf_waters_of_the_Western_Antarctic_Peninsula/20551491
op_rights All Rights Reserved
_version_ 1766277181522051072