Using global remote camera data of a solitary species complex to evaluate the drivers of group formation

Twining, Joshua P., Sutherland, Chris, Zalewski, Andrzej, Cove, Michael V., Birks, Johnny, Wearn, Oliver R., Haysom, Jessica, Wereszczuk, Anna, Manzo, Emiliano, Bartolommei, Paola, Mortelliti, Alessio, Evans, Bryn, Gerber, Brian D., McGreevy, Thomas J., Ganoe, Laken S., Masseloux, Juliana, Mayer, Amy E., Wierzbowska, Izabela, Loch, Jan, Akins, Jocelyn, Drummey, Donovan, McShea, William, Manka, Stephanie, Pardo, Lain, Boyce, Andy J., Li, Sheng, Ragai, Roslina Binti, Sukmasuang, Ronglarp, Trujillo, Álvaro José Villafañe, López-González, Carlos, Lara-Díaz, Nalleli Elvira, Cosby, Olivia, Waggershauser, Cristian N., Bamber, Jack, Stewart, Frances, Fisher, Jason, Fuller, Angela K., Perkins, Kelly A., and Powell, Roger A. (2024) Using global remote camera data of a solitary species complex to evaluate the drivers of group formation. Proceedings of the National Academy of Sciences of the United States of America, 121 (12). e2312252121.

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Abstract

The social system of animals involves a complex interplay between physiology, natural history, and the environment. Long relied upon discrete categorizations of “social” and “solitary” inhibit our capacity to understand species and their interactions with the world around them. Here, we use a globally distributed camera trapping dataset to test the drivers of aggregating into groups in a species complex (martens and relatives, family Mustelidae, Order Carnivora) assumed to be obligately solitary. We use a simple quantification, the probability of being detected in a group, that was applied across our globally derived camera trap dataset. Using a series of binomial generalized mixed-effects models applied to a dataset of 16,483 independent detections across 17 countries on four continents we test explicit hypotheses about potential drivers of group formation. We observe a wide range of probabilities of being detected in groups within the solitary model system, with the probability of aggregating in groups varying by more than an order of magnitude. We demonstrate that a species' context-dependent proclivity toward aggregating in groups is underpinned by a range of resource-related factors, primarily the distribution of resources, with increasing patchiness of resources facilitating group formation, as well as interactions between environmental conditions (resource constancy/winter severity) and physiology (energy storage capabilities). The wide variation in propensities to aggregate with conspecifics observed here highlights how continued failure to recognize complexities in the social behaviors of apparently solitary species limits our understanding not only of the individual species but also the causes and consequences of group formation.

Item ID: 87300
Item Type: Article (Research - C1)
ISSN: 1091-6490
Keywords: camera trap, group-living, resource dispersion hypothesis, social organisation, sociality
Copyright Information: Copyright © 2024 the Author(s). Published by PNAS.This article is distributed under Creative CommonsAttribution- NonCommercial-NoDerivatives License 4.0(CC BY- NC- ND).
Date Deposited: 02 Dec 2025 05:57
FoR Codes: 31 BIOLOGICAL SCIENCES > 3103 Ecology > 310301 Behavioural ecology @ 100%
SEO Codes: 28 EXPANDING KNOWLEDGE > 2801 Expanding knowledge > 280102 Expanding knowledge in the biological sciences @ 100%
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