Applicability of Information Theory to the Quantification of Responses to Anthropogenic Noise by Southeast Alaskan Humpback Whales

We assess the effectiveness of applying information theory to the characterization and quantification of the affects of anthropogenic vessel noise on humpback whale (Megaptera novaeangliae) vocal behavior in and around Glacier Bay, Alaska. Vessel noise has the potential to interfere with the complex...

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Published in:Entropy
Main Authors: J. Ellen Blue, Taylor Bucci, Christopher Chyba, Sean F. Hanser, Brenda McCowan, Laurance R. Doyle
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2008
Subjects:
Q
Online Access:https://doi.org/10.3390/entropy-e10020033
https://doaj.org/article/0448c8ed5de9433791829bd0d3983710
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spelling ftdoajarticles:oai:doaj.org/article:0448c8ed5de9433791829bd0d3983710 2023-05-15T16:20:35+02:00 Applicability of Information Theory to the Quantification of Responses to Anthropogenic Noise by Southeast Alaskan Humpback Whales J. Ellen Blue Taylor Bucci Christopher Chyba Sean F. Hanser Brenda McCowan Laurance R. Doyle 2008-05-01T00:00:00Z https://doi.org/10.3390/entropy-e10020033 https://doaj.org/article/0448c8ed5de9433791829bd0d3983710 EN eng MDPI AG http://www.mdpi.com/1099-4300/10/2/33/ https://doaj.org/toc/1099-4300 doi:10.3390/entropy-e10020033 1099-4300 https://doaj.org/article/0448c8ed5de9433791829bd0d3983710 Entropy, Vol 10, Iss 2, Pp 33-46 (2008) Information theory humpback whales anthropogenic noise vocal behavior wildlife conservation Science Q Astrophysics QB460-466 Physics QC1-999 article 2008 ftdoajarticles https://doi.org/10.3390/entropy-e10020033 2023-01-08T01:28:18Z We assess the effectiveness of applying information theory to the characterization and quantification of the affects of anthropogenic vessel noise on humpback whale (Megaptera novaeangliae) vocal behavior in and around Glacier Bay, Alaska. Vessel noise has the potential to interfere with the complex vocal behavior of these humpback whales which could have direct consequences on their feeding behavior and thus ultimately on their health and reproduction. Humpback whale feeding calls recorded during conditions of high vessel-generated noise and lower levels of background noise are compared for differences in acoustic structure, use, and organization using information theoretic measures. We apply information theory in a self-referential manner (i.e., orders of entropy) to quantify the changes in signaling behavior. We then compare this with the reduction in channel capacity due to noise in Glacier Bay itself treating it as a (Gaussian) noisy channel. We find that high vessel noise is associated with an increase in the rate and repetitiveness of sequential use of feeding call types in our averaged sample of humpback whale vocalizations, indicating that vessel noise may be modifying the patterns of use of feeding calls by the endangered humpback whales in Southeast Alaska. The information theoretic approach suggested herein can make a reliable quantitative measure of such relationships and may also be adapted for wider application to many species where environmental noise is thought to be a problem. Article in Journal/Newspaper glacier Humpback Whale Megaptera novaeangliae Alaska Directory of Open Access Journals: DOAJ Articles Glacier Bay Entropy 10 2 33 46
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Information theory
humpback whales
anthropogenic noise
vocal behavior
wildlife conservation
Science
Q
Astrophysics
QB460-466
Physics
QC1-999
spellingShingle Information theory
humpback whales
anthropogenic noise
vocal behavior
wildlife conservation
Science
Q
Astrophysics
QB460-466
Physics
QC1-999
J. Ellen Blue
Taylor Bucci
Christopher Chyba
Sean F. Hanser
Brenda McCowan
Laurance R. Doyle
Applicability of Information Theory to the Quantification of Responses to Anthropogenic Noise by Southeast Alaskan Humpback Whales
topic_facet Information theory
humpback whales
anthropogenic noise
vocal behavior
wildlife conservation
Science
Q
Astrophysics
QB460-466
Physics
QC1-999
description We assess the effectiveness of applying information theory to the characterization and quantification of the affects of anthropogenic vessel noise on humpback whale (Megaptera novaeangliae) vocal behavior in and around Glacier Bay, Alaska. Vessel noise has the potential to interfere with the complex vocal behavior of these humpback whales which could have direct consequences on their feeding behavior and thus ultimately on their health and reproduction. Humpback whale feeding calls recorded during conditions of high vessel-generated noise and lower levels of background noise are compared for differences in acoustic structure, use, and organization using information theoretic measures. We apply information theory in a self-referential manner (i.e., orders of entropy) to quantify the changes in signaling behavior. We then compare this with the reduction in channel capacity due to noise in Glacier Bay itself treating it as a (Gaussian) noisy channel. We find that high vessel noise is associated with an increase in the rate and repetitiveness of sequential use of feeding call types in our averaged sample of humpback whale vocalizations, indicating that vessel noise may be modifying the patterns of use of feeding calls by the endangered humpback whales in Southeast Alaska. The information theoretic approach suggested herein can make a reliable quantitative measure of such relationships and may also be adapted for wider application to many species where environmental noise is thought to be a problem.
format Article in Journal/Newspaper
author J. Ellen Blue
Taylor Bucci
Christopher Chyba
Sean F. Hanser
Brenda McCowan
Laurance R. Doyle
author_facet J. Ellen Blue
Taylor Bucci
Christopher Chyba
Sean F. Hanser
Brenda McCowan
Laurance R. Doyle
author_sort J. Ellen Blue
title Applicability of Information Theory to the Quantification of Responses to Anthropogenic Noise by Southeast Alaskan Humpback Whales
title_short Applicability of Information Theory to the Quantification of Responses to Anthropogenic Noise by Southeast Alaskan Humpback Whales
title_full Applicability of Information Theory to the Quantification of Responses to Anthropogenic Noise by Southeast Alaskan Humpback Whales
title_fullStr Applicability of Information Theory to the Quantification of Responses to Anthropogenic Noise by Southeast Alaskan Humpback Whales
title_full_unstemmed Applicability of Information Theory to the Quantification of Responses to Anthropogenic Noise by Southeast Alaskan Humpback Whales
title_sort applicability of information theory to the quantification of responses to anthropogenic noise by southeast alaskan humpback whales
publisher MDPI AG
publishDate 2008
url https://doi.org/10.3390/entropy-e10020033
https://doaj.org/article/0448c8ed5de9433791829bd0d3983710
geographic Glacier Bay
geographic_facet Glacier Bay
genre glacier
Humpback Whale
Megaptera novaeangliae
Alaska
genre_facet glacier
Humpback Whale
Megaptera novaeangliae
Alaska
op_source Entropy, Vol 10, Iss 2, Pp 33-46 (2008)
op_relation http://www.mdpi.com/1099-4300/10/2/33/
https://doaj.org/toc/1099-4300
doi:10.3390/entropy-e10020033
1099-4300
https://doaj.org/article/0448c8ed5de9433791829bd0d3983710
op_doi https://doi.org/10.3390/entropy-e10020033
container_title Entropy
container_volume 10
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