Doctor Drone: Non-invasive Measurement of Humpback Whale Vital Signs Using Unoccupied Aerial System Infrared Thermography
Measuring and monitoring the behavior and biomedical condition of free-ranging whales remains a fundamental challenge in cetacean science and conservation. Advances in unoccupied aerial systems (UAS) and infrared thermography (IRT) create unprecedented opportunities to fill these knowledge gaps and...
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ftdoajarticles:oai:doaj.org/article:f3e42671a0474539b61d0bd29856f9e6 2023-05-15T16:35:54+02:00 Doctor Drone: Non-invasive Measurement of Humpback Whale Vital Signs Using Unoccupied Aerial System Infrared Thermography Travis W. Horton Nan Hauser Shannon Cassel K. Frederika Klaus Ticiana Fettermann Nicholas Key 2019-07-01T00:00:00Z https://doi.org/10.3389/fmars.2019.00466 https://doaj.org/article/f3e42671a0474539b61d0bd29856f9e6 EN eng Frontiers Media S.A. https://www.frontiersin.org/article/10.3389/fmars.2019.00466/full https://doaj.org/toc/2296-7745 2296-7745 doi:10.3389/fmars.2019.00466 https://doaj.org/article/f3e42671a0474539b61d0bd29856f9e6 Frontiers in Marine Science, Vol 6 (2019) drone humpback whale infrared behavior vital signs Science Q General. Including nature conservation geographical distribution QH1-199.5 article 2019 ftdoajarticles https://doi.org/10.3389/fmars.2019.00466 2022-12-31T14:15:14Z Measuring and monitoring the behavior and biomedical condition of free-ranging whales remains a fundamental challenge in cetacean science and conservation. Advances in unoccupied aerial systems (UAS) and infrared thermography (IRT) create unprecedented opportunities to fill these knowledge gaps and advance our understanding of how cetaceans interact with the environment. Here, we show that non-invasive UAS-IRT systems, deployed from shore-based positions in a humpback whale (Megaptera novaeangliae) calving ground, can be used to document rarely observed whale behaviors and to quantify biomedical vital signs, including blowhole and dorsal fin skin temperature, respiration rate, and heart rate. Our findings demonstrate: (1) prolonged (>3 h) logging behavior by a mother-calf pair located ∼550 m offshore; (2) that the calf’s respiration rate (∼3 breaths per minute) was six times higher than its mother’s (∼0.5 breaths per minute); (3) that the calf’s blowholes were ∼1.55°C warmer than adjacent ocean water and that the mother’s blowholes were ∼2.16°C warmer than adjacent ocean water; (4) that the mother’s dorsal fin included four infrared (IR) hot-spots, each separated by ∼20 cm in horizontal distance, that ranged between 1 and 2°C warmer than adjacent ocean water; (5) a significant (p <<0.05; wavelet analysis) temporal cyclicity in the hottest of the mother’s dorsal fin hot-spots consistent with cardiovascular blood flow pumped at an apneic heart rate of ∼9.3 beats per minute. Despite these novel results, there remain several key limitations to UAS-IRT, including its: sensitivity to environmental conditions and animal behavior; equipment costs and associated risks; potential regulatory restrictions; time-intensive nature of IR data processing; factors that can impact data quality, such as imaging angle and sensor accuracy. Future opportunities created by the UAS-IRT results we report center on the potential to couple non-invasive behavioral and physiological monitoring tools, quantify cetacean response to ... Article in Journal/Newspaper Humpback Whale Megaptera novaeangliae Directory of Open Access Journals: DOAJ Articles Frontiers in Marine Science 6 |
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Open Polar |
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Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
drone humpback whale infrared behavior vital signs Science Q General. Including nature conservation geographical distribution QH1-199.5 |
spellingShingle |
drone humpback whale infrared behavior vital signs Science Q General. Including nature conservation geographical distribution QH1-199.5 Travis W. Horton Nan Hauser Shannon Cassel K. Frederika Klaus Ticiana Fettermann Nicholas Key Doctor Drone: Non-invasive Measurement of Humpback Whale Vital Signs Using Unoccupied Aerial System Infrared Thermography |
topic_facet |
drone humpback whale infrared behavior vital signs Science Q General. Including nature conservation geographical distribution QH1-199.5 |
description |
Measuring and monitoring the behavior and biomedical condition of free-ranging whales remains a fundamental challenge in cetacean science and conservation. Advances in unoccupied aerial systems (UAS) and infrared thermography (IRT) create unprecedented opportunities to fill these knowledge gaps and advance our understanding of how cetaceans interact with the environment. Here, we show that non-invasive UAS-IRT systems, deployed from shore-based positions in a humpback whale (Megaptera novaeangliae) calving ground, can be used to document rarely observed whale behaviors and to quantify biomedical vital signs, including blowhole and dorsal fin skin temperature, respiration rate, and heart rate. Our findings demonstrate: (1) prolonged (>3 h) logging behavior by a mother-calf pair located ∼550 m offshore; (2) that the calf’s respiration rate (∼3 breaths per minute) was six times higher than its mother’s (∼0.5 breaths per minute); (3) that the calf’s blowholes were ∼1.55°C warmer than adjacent ocean water and that the mother’s blowholes were ∼2.16°C warmer than adjacent ocean water; (4) that the mother’s dorsal fin included four infrared (IR) hot-spots, each separated by ∼20 cm in horizontal distance, that ranged between 1 and 2°C warmer than adjacent ocean water; (5) a significant (p <<0.05; wavelet analysis) temporal cyclicity in the hottest of the mother’s dorsal fin hot-spots consistent with cardiovascular blood flow pumped at an apneic heart rate of ∼9.3 beats per minute. Despite these novel results, there remain several key limitations to UAS-IRT, including its: sensitivity to environmental conditions and animal behavior; equipment costs and associated risks; potential regulatory restrictions; time-intensive nature of IR data processing; factors that can impact data quality, such as imaging angle and sensor accuracy. Future opportunities created by the UAS-IRT results we report center on the potential to couple non-invasive behavioral and physiological monitoring tools, quantify cetacean response to ... |
format |
Article in Journal/Newspaper |
author |
Travis W. Horton Nan Hauser Shannon Cassel K. Frederika Klaus Ticiana Fettermann Nicholas Key |
author_facet |
Travis W. Horton Nan Hauser Shannon Cassel K. Frederika Klaus Ticiana Fettermann Nicholas Key |
author_sort |
Travis W. Horton |
title |
Doctor Drone: Non-invasive Measurement of Humpback Whale Vital Signs Using Unoccupied Aerial System Infrared Thermography |
title_short |
Doctor Drone: Non-invasive Measurement of Humpback Whale Vital Signs Using Unoccupied Aerial System Infrared Thermography |
title_full |
Doctor Drone: Non-invasive Measurement of Humpback Whale Vital Signs Using Unoccupied Aerial System Infrared Thermography |
title_fullStr |
Doctor Drone: Non-invasive Measurement of Humpback Whale Vital Signs Using Unoccupied Aerial System Infrared Thermography |
title_full_unstemmed |
Doctor Drone: Non-invasive Measurement of Humpback Whale Vital Signs Using Unoccupied Aerial System Infrared Thermography |
title_sort |
doctor drone: non-invasive measurement of humpback whale vital signs using unoccupied aerial system infrared thermography |
publisher |
Frontiers Media S.A. |
publishDate |
2019 |
url |
https://doi.org/10.3389/fmars.2019.00466 https://doaj.org/article/f3e42671a0474539b61d0bd29856f9e6 |
genre |
Humpback Whale Megaptera novaeangliae |
genre_facet |
Humpback Whale Megaptera novaeangliae |
op_source |
Frontiers in Marine Science, Vol 6 (2019) |
op_relation |
https://www.frontiersin.org/article/10.3389/fmars.2019.00466/full https://doaj.org/toc/2296-7745 2296-7745 doi:10.3389/fmars.2019.00466 https://doaj.org/article/f3e42671a0474539b61d0bd29856f9e6 |
op_doi |
https://doi.org/10.3389/fmars.2019.00466 |
container_title |
Frontiers in Marine Science |
container_volume |
6 |
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1766026215419805696 |