Dear colleagues,

on behalf of my co-authors I am pleased to share our recent publication in 
JEMBE:

Frouin-Mouy H., Tenorio-Hallé L., Thode A., Swartz S., Urbàn J. Using two 
drones to simultaneously monitor visual and acoustic behaviour of gray whales 
(Eschrichtius robustus) in Baja California, Mexico. Journal of Experimental 
Marine Biology and Ecology.
https://doi.org/10.1016/j.jembe.2020.151321

The publication is available from the authors or at the link below:
https://authors.elsevier.com/a/1aRng51aUZI6U

ABSTRACT:
This study provides an initial demonstration of a combined two-UAV (Unmanned 
Aerial Vehicle) system for measuring the underwater source levels and 
behavioural context of vocal and non-vocal marine mammal signals, information 
that is highly ecologically-relevant in terms of understanding how a species 
interacts and copes with conspecifics and its acoustic environment. Although 
the calls of a few species are well known, major gaps exist in our knowledge 
about the relationship between vocal output and behavioural context, gender and 
age for most species. Accurate parameter estimates (e.g., typical source 
levels, frequency ranges, and temporal characteristics of animal sounds) 
relevant to their behaviour (activities such as foraging, migrating, mating, or 
parental care) are needed to establish use of critical habitats (when monitored 
by acoustics) or to assess potential effects of anthropogenic sound exposure 
(including reduction of the detection space of sounds used for communication). 
The emergence of UAVs provides new perspectives and data collection 
capabilities for marine mammal research. Although UAVs have been frequently 
exploited for visual observations of whales, most approaches for monitoring and 
recording sounds from individual whales are still performed using overside 
hydrophones from a boat or using acoustic tags attached to the animals. Laguna 
San Ignacio (LSI), Mexico, is one of the breeding and calving grounds of the 
Eastern North Pacific gray whale (Eschrichtius robustus) population. LSI area's 
restricted geography, combined with the short dive times of the whales, 
provided an excellent field laboratory to test a dual drone approach. We used 
two UAVs: one to obtain acoustic measurements close to the whales and another 
one to obtain overhead visual observations. For the acoustic drone, a 
hydrophone (SoundTrap) was suspended via a 2-m line to a waterproof UAV 
quadcopter (Swellpro), which has the ability to take off and land from the 
surface of water. Simultaneously, the visual drone (DJI) monitored the whales 
in the area. Between 27 February and 17 March 2019, we simultaneously recorded 
underwater gray whale sounds and visual behavioural observations. During 92 min 
of underwater acoustic recordings, the acoustic drone recorded 11 call types. 
By time-synching underwater audio with the behavioural video, we obtained new 
insights into the source levels and functions of various quiet underwater sound 
that are difficult to impossible to obtain with standard methods. To our 
knowledge, no studies combining overhead visual observations and underwater 
acoustic recordings to describe acoustic behaviour and sound parameters of 
calls have been previously published.

Best regards,

Heloise Frouin-Mouy

Heloise Frouin-Mouy (Ph.D., R.P.Bio)
Bio-acoustician
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