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

Author Posting. © Inter-Research, 2006. This article is posted here by permission of Inter-Research for personal use, not for redistribution. The definitive version was published in Marine Ecology Progress Series 317 (2006): 297-310, doi:10.3354/meps317297. The Western Antarctic Peninsula (WAP) is a...

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Published in:Marine Ecology Progress Series
Main Authors: Friedlaender, Ari S., Halpin, Patrick N., Qian, Song S., Lawson, Gareth L., Wiebe, Peter H., Thiele, Deb, Read, Andrew J.
Format: Article in Journal/Newspaper
Language:English
Published: Inter-Research 2006
Subjects:
GAM
Gam
Online Access:https://hdl.handle.net/1912/4498
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record_format openpolar
spelling ftwhoas:oai:darchive.mblwhoilibrary.org:1912/4498 2023-05-15T13:53:14+02:00 Whale distribution in relation to prey abundance and oceanographic processes in shelf waters of the Western Antarctic Peninsula Friedlaender, Ari S. Halpin, Patrick N. Qian, Song S. Lawson, Gareth L. Wiebe, Peter H. Thiele, Deb Read, Andrew J. 2006-07-18 application/pdf https://hdl.handle.net/1912/4498 en eng Inter-Research https://doi.org/10.3354/meps317297 Marine Ecology Progress Series 317 (2006): 297-310 https://hdl.handle.net/1912/4498 doi:10.3354/meps317297 Marine Ecology Progress Series 317 (2006): 297-310 doi:10.3354/meps317297 Whale distribution Zooplankton Ice edge Antarctica SO GLOBEC CART GAM Article 2006 ftwhoas https://doi.org/10.3354/meps317297 2022-05-28T22:58:20Z Author Posting. © Inter-Research, 2006. This article is posted here by permission of Inter-Research for personal use, not for redistribution. The definitive version was published in Marine Ecology Progress Series 317 (2006): 297-310, doi:10.3354/meps317297. 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 ... Article in Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Antarctica baleen whales Megaptera novaeangliae Southern Ocean Woods Hole Scientific Community: WHOAS (Woods Hole Open Access Server) Antarctic Southern Ocean Antarctic Peninsula 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) Marine Ecology Progress Series 317 297 310
institution Open Polar
collection Woods Hole Scientific Community: WHOAS (Woods Hole Open Access Server)
op_collection_id ftwhoas
language English
topic Whale distribution
Zooplankton
Ice edge
Antarctica
SO GLOBEC
CART
GAM
spellingShingle Whale distribution
Zooplankton
Ice edge
Antarctica
SO GLOBEC
CART
GAM
Friedlaender, Ari S.
Halpin, Patrick N.
Qian, Song S.
Lawson, Gareth L.
Wiebe, Peter H.
Thiele, Deb
Read, Andrew J.
Whale distribution in relation to prey abundance and oceanographic processes in shelf waters of the Western Antarctic Peninsula
topic_facet Whale distribution
Zooplankton
Ice edge
Antarctica
SO GLOBEC
CART
GAM
description Author Posting. © Inter-Research, 2006. This article is posted here by permission of Inter-Research for personal use, not for redistribution. The definitive version was published in Marine Ecology Progress Series 317 (2006): 297-310, doi:10.3354/meps317297. 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 ...
format Article in Journal/Newspaper
author Friedlaender, Ari S.
Halpin, Patrick N.
Qian, Song S.
Lawson, Gareth L.
Wiebe, Peter H.
Thiele, Deb
Read, Andrew J.
author_facet Friedlaender, Ari S.
Halpin, Patrick N.
Qian, Song S.
Lawson, Gareth L.
Wiebe, Peter H.
Thiele, Deb
Read, Andrew J.
author_sort Friedlaender, Ari S.
title Whale distribution in relation to prey abundance and oceanographic processes in shelf waters of the Western Antarctic Peninsula
title_short Whale distribution in relation to prey abundance and oceanographic processes in shelf waters of the Western Antarctic Peninsula
title_full Whale distribution in relation to prey abundance and oceanographic processes in shelf waters of the Western Antarctic Peninsula
title_fullStr Whale distribution in relation to prey abundance and oceanographic processes in shelf waters of the Western Antarctic Peninsula
title_full_unstemmed Whale distribution in relation to prey abundance and oceanographic processes in shelf waters of the Western Antarctic Peninsula
title_sort whale distribution in relation to prey abundance and oceanographic processes in shelf waters of the western antarctic peninsula
publisher Inter-Research
publishDate 2006
url https://hdl.handle.net/1912/4498
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
Marguerite
Marguerite Bay
Gam
geographic_facet Antarctic
Southern Ocean
Antarctic Peninsula
Marguerite
Marguerite Bay
Gam
genre Antarc*
Antarctic
Antarctic Peninsula
Antarctica
baleen whales
Megaptera novaeangliae
Southern Ocean
genre_facet Antarc*
Antarctic
Antarctic Peninsula
Antarctica
baleen whales
Megaptera novaeangliae
Southern Ocean
op_source Marine Ecology Progress Series 317 (2006): 297-310
doi:10.3354/meps317297
op_relation https://doi.org/10.3354/meps317297
Marine Ecology Progress Series 317 (2006): 297-310
https://hdl.handle.net/1912/4498
doi:10.3354/meps317297
op_doi https://doi.org/10.3354/meps317297
container_title Marine Ecology Progress Series
container_volume 317
container_start_page 297
op_container_end_page 310
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