The scale of the whale: using video-tag data to evaluate sea-surface ice concentration from the perspective of individual Antarctic minke whales

BackgroundAdvances in biologging technology allow researchers access to previously unobservable behavioral states and movement patterns of marine animals. To relate behaviors with environmental variables, features must be evaluated at scales relevant to the animal or behavior. Remotely sensed enviro...

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Published in:Animal Biotelemetry
Main Authors: Linsky, Jacob M. J., Wilson, Nicole, Cade, David E., Goldbogen, Jeremy A., Johnston, David W., Friedlaender, Ari S.
Format: Article in Journal/Newspaper
Language:English
Published: BioMed Central 2020
Subjects:
Online Access:https://espace.library.uq.edu.au/view/UQ:b53bb63
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spelling ftunivqespace:oai:espace.library.uq.edu.au:UQ:b53bb63 2023-05-15T13:59:08+02:00 The scale of the whale: using video-tag data to evaluate sea-surface ice concentration from the perspective of individual Antarctic minke whales Linsky, Jacob M. J. Wilson, Nicole Cade, David E. Goldbogen, Jeremy A. Johnston, David W. Friedlaender, Ari S. 2020-10-12 https://espace.library.uq.edu.au/view/UQ:b53bb63 eng eng BioMed Central doi:10.1186/s40317-020-00218-8 issn:2050-3385 orcid:0000-0002-2851-8835 OPP-1643877 Antarctic Peninsula Biologging Ice concentration Minke whale Sea ice Tag-video 1103 Animal Science and Zoology 1705 Computer Networks and Communications 1711 Signal Processing 3105 Instrumentation Journal Article 2020 ftunivqespace https://doi.org/10.1186/s40317-020-00218-8 2020-11-17T06:50:11Z BackgroundAdvances in biologging technology allow researchers access to previously unobservable behavioral states and movement patterns of marine animals. To relate behaviors with environmental variables, features must be evaluated at scales relevant to the animal or behavior. Remotely sensed environmental data, collected via satellites, often suffers from the effects of cloud cover and lacks the spatial or temporal resolution to adequately link with individual animal behaviors or behavioral bouts. This study establishes a new method for remotely and continuously quantifying surface ice concentration (SIC) at a scale relevant to individual whales using on-animal tag video data.ResultsMotion-sensing and video-recording suction cup tags were deployed on 7 Antarctic minke whales (Balaenoptera bonaerensis) around the Antarctic Peninsula in February and March of 2018. To compare the scale of camera-tag observations with satellite imagery, the area of view was simulated using camera-tag parameters. For expected conditions, we found the visible area maximum to be ~ 100m2 which indicates that observations occur at an equivalent or finer scale than a single pixel of high-resolution visible spectrum satellite imagery. SIC was classified into one of six bins (0%, 1–20%, 21–40%, 41–60%, 61–80%, 81–100%) by two independent observers for the initial and final surfacing between dives. In the event of a disagreement, a third independent observer was introduced, and the median of the three observer’s values was used. Initial results (n = 6) show that Antarctic minke whales in the coastal bays of the Antarctic Peninsula spend 52% of their time in open water, and only 15% of their time in water with SIC greater than 20%. Over time, we find significant variation in observed SIC, indicating that Antarctic minke occupy an extremely dynamic environment. Sentinel-2 satellite-based approaches of sea ice assessment were not possible because of persistent cloud cover during the study period.ConclusionTag-video offers a means to evaluate ice concentration at spatial and temporal scales relevant to the individual. Combined with information on underwater behavior, our ability to quantify SIC continuously at the scale of the animal will improve upon current remote sensing methods to understand the link between animal behavior and these dynamic environmental variables. Article in Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Balaenoptera bonaerensis minke whale Sea ice The University of Queensland: UQ eSpace Antarctic The Antarctic Antarctic Peninsula Animal Biotelemetry 8 1
institution Open Polar
collection The University of Queensland: UQ eSpace
op_collection_id ftunivqespace
language English
topic Antarctic Peninsula
Biologging
Ice concentration
Minke whale
Sea ice
Tag-video
1103 Animal Science and Zoology
1705 Computer Networks and Communications
1711 Signal Processing
3105 Instrumentation
spellingShingle Antarctic Peninsula
Biologging
Ice concentration
Minke whale
Sea ice
Tag-video
1103 Animal Science and Zoology
1705 Computer Networks and Communications
1711 Signal Processing
3105 Instrumentation
Linsky, Jacob M. J.
Wilson, Nicole
Cade, David E.
Goldbogen, Jeremy A.
Johnston, David W.
Friedlaender, Ari S.
The scale of the whale: using video-tag data to evaluate sea-surface ice concentration from the perspective of individual Antarctic minke whales
topic_facet Antarctic Peninsula
Biologging
Ice concentration
Minke whale
Sea ice
Tag-video
1103 Animal Science and Zoology
1705 Computer Networks and Communications
1711 Signal Processing
3105 Instrumentation
description BackgroundAdvances in biologging technology allow researchers access to previously unobservable behavioral states and movement patterns of marine animals. To relate behaviors with environmental variables, features must be evaluated at scales relevant to the animal or behavior. Remotely sensed environmental data, collected via satellites, often suffers from the effects of cloud cover and lacks the spatial or temporal resolution to adequately link with individual animal behaviors or behavioral bouts. This study establishes a new method for remotely and continuously quantifying surface ice concentration (SIC) at a scale relevant to individual whales using on-animal tag video data.ResultsMotion-sensing and video-recording suction cup tags were deployed on 7 Antarctic minke whales (Balaenoptera bonaerensis) around the Antarctic Peninsula in February and March of 2018. To compare the scale of camera-tag observations with satellite imagery, the area of view was simulated using camera-tag parameters. For expected conditions, we found the visible area maximum to be ~ 100m2 which indicates that observations occur at an equivalent or finer scale than a single pixel of high-resolution visible spectrum satellite imagery. SIC was classified into one of six bins (0%, 1–20%, 21–40%, 41–60%, 61–80%, 81–100%) by two independent observers for the initial and final surfacing between dives. In the event of a disagreement, a third independent observer was introduced, and the median of the three observer’s values was used. Initial results (n = 6) show that Antarctic minke whales in the coastal bays of the Antarctic Peninsula spend 52% of their time in open water, and only 15% of their time in water with SIC greater than 20%. Over time, we find significant variation in observed SIC, indicating that Antarctic minke occupy an extremely dynamic environment. Sentinel-2 satellite-based approaches of sea ice assessment were not possible because of persistent cloud cover during the study period.ConclusionTag-video offers a means to evaluate ice concentration at spatial and temporal scales relevant to the individual. Combined with information on underwater behavior, our ability to quantify SIC continuously at the scale of the animal will improve upon current remote sensing methods to understand the link between animal behavior and these dynamic environmental variables.
format Article in Journal/Newspaper
author Linsky, Jacob M. J.
Wilson, Nicole
Cade, David E.
Goldbogen, Jeremy A.
Johnston, David W.
Friedlaender, Ari S.
author_facet Linsky, Jacob M. J.
Wilson, Nicole
Cade, David E.
Goldbogen, Jeremy A.
Johnston, David W.
Friedlaender, Ari S.
author_sort Linsky, Jacob M. J.
title The scale of the whale: using video-tag data to evaluate sea-surface ice concentration from the perspective of individual Antarctic minke whales
title_short The scale of the whale: using video-tag data to evaluate sea-surface ice concentration from the perspective of individual Antarctic minke whales
title_full The scale of the whale: using video-tag data to evaluate sea-surface ice concentration from the perspective of individual Antarctic minke whales
title_fullStr The scale of the whale: using video-tag data to evaluate sea-surface ice concentration from the perspective of individual Antarctic minke whales
title_full_unstemmed The scale of the whale: using video-tag data to evaluate sea-surface ice concentration from the perspective of individual Antarctic minke whales
title_sort scale of the whale: using video-tag data to evaluate sea-surface ice concentration from the perspective of individual antarctic minke whales
publisher BioMed Central
publishDate 2020
url https://espace.library.uq.edu.au/view/UQ:b53bb63
geographic Antarctic
The Antarctic
Antarctic Peninsula
geographic_facet Antarctic
The Antarctic
Antarctic Peninsula
genre Antarc*
Antarctic
Antarctic Peninsula
Balaenoptera bonaerensis
minke whale
Sea ice
genre_facet Antarc*
Antarctic
Antarctic Peninsula
Balaenoptera bonaerensis
minke whale
Sea ice
op_relation doi:10.1186/s40317-020-00218-8
issn:2050-3385
orcid:0000-0002-2851-8835
OPP-1643877
op_doi https://doi.org/10.1186/s40317-020-00218-8
container_title Animal Biotelemetry
container_volume 8
container_issue 1
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