Dear all, 

My co-authors and I are pleased to announce the Early View of our publication 
in Marine Mammal Science:

Alvarado DC, Robinson PW, Frasson NC, Costa DP, Beltran RS. Calibration of 
aerial photogrammetry to estimate elephant seal mass. Mar Mam Sci. 2020;1-9. 
https://doi.org/10.1111/mms.12714 <https://doi.org/10.1111/mms.12714>


Abstract

Body mass measurements can provide important insights into the physiology and 
foraging ecology of marine mammals. Unmanned aerial system (UAS) photogrammetry 
offers a method that is safer for both animals and researchers and is 
logistically simpler than traditional weighing methods.  Our objectives were: 
1) to evaluate the accuracy of UAS photogrammetry for estimating the mass of 
adult female northern elephant seals and 2) to examine the effect of body 
position on mass estimates obtained using UAS.  We analyzed a series of UAS 
images of 22 adult female northern elephant seals (Mirounga angustirostris) of 
known mass at Año Nuevo Reserve (San Mateo County, California, USA). Complete 
body areas (hereafter, footprint areas, measured in m2) of seals in a dorsal 
(laying on ventral surface, N=45) or lateral (laying on side, N=7) body 
position were measured in ImageJ using the standard polygon area selection tool 
and compared to mass measurements. Linear regressions of measured mass against 
footprint suggest that mass is more strongly related to dorsal footprints (R2= 
0.895, N=45) than lateral footprints (R2= 0.822, N=7). Residual error ranged 
from -68.7 to +69.3 kg and seal mass was estimated with a mean error of 7.7 kg, 
or 2.4%, of total body mass. With the predictive models found, UAS 
photogrammetry will allow us to expand our knowledge of seasonal energetic 
intake and expenditure, especially in large-bodied and fully aquatic species in 
remote areas. Mass measurements can inform ecosystem-based resource management 
by providing information about the inter-annual productivity of the ocean 
environment and in turn individual, population, and ecosystem-level health in 
marine mammals.

The publication can be found at this link: http://dx.doi.org/10.1111/mms.12714 
<http://dx.doi.org/10.1111/mms.12714>

PDF requests can be sent to dical...@ucsc.edu <mailto:dical...@ucsc.edu>


Best regards,
Diana Alvarado
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