An accelerometer-derived ballistocardiogram method for detecting heart rate in free-ranging marine mammals
Physio-logging methods, which use animal-borne devices to record physiological variables, are entering a new era driven by advances in sensor development. However, existing datasets collected with traditional bio-loggers, such as accelerometers, still contain untapped eco-physiological information....
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ftpubmed:oai:pubmedcentral.nih.gov:9167577 2023-05-15T15:36:21+02:00 An accelerometer-derived ballistocardiogram method for detecting heart rate in free-ranging marine mammals Czapanskiy, Max F. Ponganis, Paul J. Fahlbusch, James A. Schmitt, T. L. Goldbogen, Jeremy A. 2022-05-20 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9167577/ http://www.ncbi.nlm.nih.gov/pubmed/35502794 https://doi.org/10.1242/jeb.243872 en eng The Company of Biologists Ltd http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9167577/ http://www.ncbi.nlm.nih.gov/pubmed/35502794 http://dx.doi.org/10.1242/jeb.243872 © 2022. Published by The Company of Biologists Ltd https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed. CC-BY J Exp Biol Methods & Techniques Text 2022 ftpubmed https://doi.org/10.1242/jeb.243872 2022-06-12T00:42:11Z Physio-logging methods, which use animal-borne devices to record physiological variables, are entering a new era driven by advances in sensor development. However, existing datasets collected with traditional bio-loggers, such as accelerometers, still contain untapped eco-physiological information. Here, we present a computational method for extracting heart rate from high-resolution accelerometer data using a ballistocardiogram. We validated our method with simultaneous accelerometer–electrocardiogram tag deployments in a controlled setting on a killer whale (Orcinus orca) and demonstrate the predictions correspond with previously observed cardiovascular patterns in a blue whale (Balaenoptera musculus), including the magnitude of apneic bradycardia and increase in heart rate prior to and during ascent. Our ballistocardiogram method may be applied to mine heart rates from previously collected accelerometery data and expand our understanding of comparative cardiovascular physiology. Text Balaenoptera musculus Blue whale Killer Whale Orca Orcinus orca Killer whale PubMed Central (PMC) Journal of Experimental Biology 225 10 |
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English |
topic |
Methods & Techniques |
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Methods & Techniques Czapanskiy, Max F. Ponganis, Paul J. Fahlbusch, James A. Schmitt, T. L. Goldbogen, Jeremy A. An accelerometer-derived ballistocardiogram method for detecting heart rate in free-ranging marine mammals |
topic_facet |
Methods & Techniques |
description |
Physio-logging methods, which use animal-borne devices to record physiological variables, are entering a new era driven by advances in sensor development. However, existing datasets collected with traditional bio-loggers, such as accelerometers, still contain untapped eco-physiological information. Here, we present a computational method for extracting heart rate from high-resolution accelerometer data using a ballistocardiogram. We validated our method with simultaneous accelerometer–electrocardiogram tag deployments in a controlled setting on a killer whale (Orcinus orca) and demonstrate the predictions correspond with previously observed cardiovascular patterns in a blue whale (Balaenoptera musculus), including the magnitude of apneic bradycardia and increase in heart rate prior to and during ascent. Our ballistocardiogram method may be applied to mine heart rates from previously collected accelerometery data and expand our understanding of comparative cardiovascular physiology. |
format |
Text |
author |
Czapanskiy, Max F. Ponganis, Paul J. Fahlbusch, James A. Schmitt, T. L. Goldbogen, Jeremy A. |
author_facet |
Czapanskiy, Max F. Ponganis, Paul J. Fahlbusch, James A. Schmitt, T. L. Goldbogen, Jeremy A. |
author_sort |
Czapanskiy, Max F. |
title |
An accelerometer-derived ballistocardiogram method for detecting heart rate in free-ranging marine mammals |
title_short |
An accelerometer-derived ballistocardiogram method for detecting heart rate in free-ranging marine mammals |
title_full |
An accelerometer-derived ballistocardiogram method for detecting heart rate in free-ranging marine mammals |
title_fullStr |
An accelerometer-derived ballistocardiogram method for detecting heart rate in free-ranging marine mammals |
title_full_unstemmed |
An accelerometer-derived ballistocardiogram method for detecting heart rate in free-ranging marine mammals |
title_sort |
accelerometer-derived ballistocardiogram method for detecting heart rate in free-ranging marine mammals |
publisher |
The Company of Biologists Ltd |
publishDate |
2022 |
url |
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9167577/ http://www.ncbi.nlm.nih.gov/pubmed/35502794 https://doi.org/10.1242/jeb.243872 |
genre |
Balaenoptera musculus Blue whale Killer Whale Orca Orcinus orca Killer whale |
genre_facet |
Balaenoptera musculus Blue whale Killer Whale Orca Orcinus orca Killer whale |
op_source |
J Exp Biol |
op_relation |
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9167577/ http://www.ncbi.nlm.nih.gov/pubmed/35502794 http://dx.doi.org/10.1242/jeb.243872 |
op_rights |
© 2022. Published by The Company of Biologists Ltd https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed. |
op_rightsnorm |
CC-BY |
op_doi |
https://doi.org/10.1242/jeb.243872 |
container_title |
Journal of Experimental Biology |
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225 |
container_issue |
10 |
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1766366696822538240 |