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MEPS 751:211-227 (2024)  -  DOI: https://doi.org/10.3354/meps14738

Photogrammetry-based body condition for monitoring an Arctic marine mammal experiencing habitat loss

Karyn D. Rode1,*, Anthony Fischbach1, Mitzi Synnott2, John Stewart2, Nick Northcraft2, Erika Allen3, Kelly Trotto4,8, Catherine Vancsok5, Nicolas Issenjou5,9, Sheriden Ploof6, Stephanie Rager6, Stacy DiRocco4, Staci Owens4, Adriane Prahl7

1US Geological Survey Alaska Science Center, 4210 University Drive, Anchorage, AK 99503, USA
2SeaWorld San Diego, 500 Sea World Drive, San Diego, CA 92109, USA
3Indianapolis Zoo, 1200 W. Washington Street, Indianapolis, IN 46222, USA
4SeaWorld Orlando, 7007 Seaworld Drive, Orlando, FL 32821, USA
5Pairi Daiza, Avenue de Cambron, 1, 7940 Brugelette, Belgium
6Point Defiance Zoo and Aquarium, 5400 N Pearl Street, Tacoma, WA 98407, USA
7Tierpark Hagenbeck Gemeinnützige Gesellschaft mbH, Lokstedter Grenzstraße 2, 22527 Hamburg, Germany
8Present address: ZooTampa at Lowry Park, 1101 W. Sligh Avenue, Tampa, FL 33604, USA
9Present address: La Palmyre Zoo, 6 Avenue de Roya, 17570 Les Mathes, France
*Corresponding author:

ABSTRACT: Monitoring animal body condition can provide insight on population responses to environmental change. Pacific walruses Odobenus rosmarus divergens are experiencing loss of their sea ice habitat which has decreased the time females spend foraging during a critical period of pregnancy and lactation. Here we investigated the potential for body condition to track demographic change and be monitored via 2-dimensional aerial imagery by (1) examining whether walrus growth and body mass tracked estimated historic demographic changes, (2) collecting morphometric and body mass data and aerial imagery of walruses in human care to determine if sex, age group, and body size and condition can be determined from imagery, and (3) examining aerial imagery from a large coastal haulout used primarily by females and young to estimate potential sample sizes of measurable walruses. Body mass and growth in body length decreased between the late 1970s and early 1980s, concurrent with a period when the population approached carrying capacity and subsequently declined. Measures from aerial imagery (1) accurately distinguished reproductive-age females from subadults and adult males and (2) enabled body mass estimates with 6-7% error using either the areal footprint or a combination of length and width. We found a mean (±SD) of 216 ± 77 walruses appropriately positioned for measurement from aerial surveys of the haulout, enabling measurements of ≥7000 individuals annually via repeated daily imagery. Our results suggest that body mass of reproductive-age females and growth of dependent young may be useful indicators to augment monitoring of the Pacific walrus population and can be achieved via non-invasive aerial imagery collections.


KEY WORDS: Morphometrics · Body mass · Marine mammals · Drones · Pacific walrus · Odobenus rosmarus divergens · Sea ice loss


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Cite this article as: Rode KD, Fischbach A, Synnott M, Stewart J and others (2024) Photogrammetry-based body condition for monitoring an Arctic marine mammal experiencing habitat loss. Mar Ecol Prog Ser 751:211-227. https://doi.org/10.3354/meps14738

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