On behalf of my co-authors, I am pleased to share a link to our recent paper, 
"Drone-based infrared thermography to measure the intranasal temperature of 
baleen whales", which was published open-access online in the International 
Journal of Remote Sensing in October 2024.

https://www.tandfonline.com/doi/full/10.1080/01431161.2024.2399326

Abstract:
Traditional methods for quantifying the internal temperature of marine mammals 
require handling live animals, which is not practical for free-swimming baleen 
whales. Developing a less invasive, more repeatable method would significantly 
improve our understanding of whale health and thermal physiology. Infrared 
thermography (IRT) devices compatible with remotely piloted aircraft systems 
(RPAS) have facilitated qualitative assessments of heat signatures from marine 
mammals at sea, but absolute temperatures derived using this approach are rare. 
The goal of this study was to develop a precise empirical method for estimating 
intranasal temperatures of baleen whales using RPAS-based IRT. We conducted 
controlled field experiments and flights over North Atlantic right whales 
(Eubalaena glacialis, NARWs) to develop and test the methodology. Two 
approaches were evaluated to estimate intranasal temperatures from IRT sensor 
intensities: a three-point empirical line regression calibrated per flight 
using known-temperature objects and a generalized linear model incorporating 
environmental variables. Controlled field experiments demonstrated that the 
former approach had a median bias of -0.6ºC (interquartile range: 1.5ºC), while 
the latter approach had unexplained negative proportional bias with increasing 
true temperature of the target object. After accounting for bias, the former 
approach yielded an average intranasal temperature of 26.9 +/- 1.7ºC for 21 
unique NARWs. The anatomy of the mysticete upper respiratory tract and 
physiological heat conservation strategies may explain why estimates were low 
compared to internal temperatures measured from baleen whales using other 
techniques (30-39ºC). Variability within whales was less than +/- 2ºC, 
supporting the use of these methods to monitor the health of individuals over 
time. However, variability among whales was greater (up to 7ºC). Improvements 
in our understanding of whale physiology and respiratory mechanics and 
advancements in RPAS-based IRT calibrations could make this technology more 
reliable for assessing individual body temperatures and monitoring populations 
in the future.

Please feel free to reach out with any questions or comments.  Thank you, and 
Happy New Year, MARMAM community!

Gina Lonati, PhD
University of New Brunswick Saint John
gina.lon...@unb.ca

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