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Fisher DN, Pinter-Wollman N. Using multilayer network analysis to explore the temporal dynamics of collective behavior. Curr Zool 2021; 67:71-80. [PMID: 33654492 PMCID: PMC7901757 DOI: 10.1093/cz/zoaa050] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 08/27/2020] [Indexed: 01/12/2023] Open
Abstract
Social organisms often show collective behaviors such as group foraging or movement. Collective behaviors can emerge from interactions between group members and may depend on the behavior of key individuals. When social interactions change over time, collective behaviors may change because these behaviors emerge from interactions among individuals. Despite the importance of, and growing interest in, the temporal dynamics of social interactions, it is not clear how to quantify changes in interactions over time or measure their stability. Furthermore, the temporal scale at which we should observe changes in social networks to detect biologically meaningful changes is not always apparent. Here we use multilayer network analysis to quantify temporal dynamics of social networks of the social spider Stegodyphus dumicola and determine how these dynamics relate to individual and group behaviors. We found that social interactions changed over time at a constant rate. Variation in both network structure and the identity of a keystone individual was not related to the mean or variance of the collective prey attack speed. Individuals that maintained a large and stable number of connections, despite changes in network structure, were the boldest individuals in the group. Therefore, social interactions and boldness are linked across time, but group collective behavior is not influenced by the stability of the social network. Our work demonstrates that dynamic social networks can be modeled in a multilayer framework. This approach may reveal biologically important temporal changes to social structure in other systems.
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Affiliation(s)
- David N Fisher
- Department of Psychology, Neuroscience, & Behaviour, McMaster University, Hamilton, ON L8S 4K1, Canada
- School of Biological Sciences, University of Aberdeen, Aberdeen, AB24 3FX, UK
| | - Noa Pinter-Wollman
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA, USA
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Hunt ER, Mi B, Geremew R, Fernandez C, Wong BM, Pruitt JN, Pinter-Wollman N. Resting networks and personality predict attack speed in social spiders. Behav Ecol Sociobiol 2019; 73. [PMID: 32440036 DOI: 10.1007/s00265-019-2715-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Groups of social predators capture large prey items collectively, and their social interaction patterns may impact how quickly they can respond to time-sensitive predation opportunities. We investigated whether various organizational levels of resting interactions (individual, sub-group, group), observed at different intervals leading up to a collective prey attack, impacted the predation speed of colonies of the social spider Stegodyphus dumicola. We found that in adult spiders, overall group connectivity (average degree) increased group attack speed. However, this effect was detected only immediately before the predation event; connectivity between 2 and 4 days before prey capture had little impact on the collective dynamics. Significantly, lower social proximity of the group's boldest individual to other group members (closeness centrality) immediately prior and 2 days before prey capture was associated with faster attack speeds. These results suggest that for adult spiders, the long-lasting effects of the boldest individual on the group's attack dynamics are mediated by its role in the social network, and not only by its boldness. This suggests that behavioural traits and social network relationships should be considered together when defining keystone individuals in some contexts. By contrast, for subadult spiders, while the group maximum boldness was negatively correlated with latency to attack, no significant resting network predictors of latency to attack were found. Thus, separate behavioural mechanisms might play distinctive roles in determining collective outcomes at different developmental stages, timescales, and levels of social organization.
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Affiliation(s)
- Edmund R Hunt
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095, USA
| | - Brian Mi
- BioCircuits Institute, University of California, San Diego, La Jolla, CA 92093, USA
| | - Rediet Geremew
- BioCircuits Institute, University of California, San Diego, La Jolla, CA 92093, USA
| | - Camila Fernandez
- BioCircuits Institute, University of California, San Diego, La Jolla, CA 92093, USA
| | - Brandyn M Wong
- BioCircuits Institute, University of California, San Diego, La Jolla, CA 92093, USA
| | - Jonathan N Pruitt
- Department of Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, CA 93106, USA
| | - Noa Pinter-Wollman
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095, USA
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Wright CM, Lichtenstein JLL, Doering GN, Pretorius J, Meunier J, Pruitt JN. Collective personalities: present knowledge and new frontiers. Behav Ecol Sociobiol 2019. [DOI: 10.1007/s00265-019-2639-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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Hunt ER, Mi B, Fernandez C, Wong BM, Pruitt JN, Pinter-Wollman N. Social interactions shape individual and collective personality in social spiders. Proc Biol Sci 2018; 285:20181366. [PMID: 30185649 PMCID: PMC6158534 DOI: 10.1098/rspb.2018.1366] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Accepted: 08/09/2018] [Indexed: 11/12/2022] Open
Abstract
The behavioural composition of a group and the dynamics of social interactions can both influence how social animals work collectively. For example, individuals exhibiting certain behavioural tendencies may have a disproportionately large impact on the group, and so are referred to as keystone individuals, while interactions between individuals can facilitate information transmission about resources. Despite the potential impact of both behavioural composition and interactions on collective behaviour, the relationship between consistent behaviours (also known as personalities) and social interactions remains poorly understood. Here, we use stochastic actor-oriented models to uncover the interdependencies between boldness and social interactions in the social spider Stegodyphus dumicola We find that boldness has no effect on the likelihood of forming social interactions, but interactions do affect boldness, and lead to an increase in the boldness of the shyer individual. Furthermore, spiders tend to interact with the same individuals as their neighbours. In general, boldness decreases over time, but once an individual's boldness begins to increase, this increase accelerates, suggesting a positive feedback mechanism. These dynamics of interactions and boldness result in skewed boldness distributions of a few bold individuals and many shy individuals, as observed in nature. This group behavioural composition facilitates efficient collective behaviours, such as rapid collective prey attack. Thus, by examining the relationship between behaviour and interactions, we reveal the mechanisms that underlie the emergence of adaptive group composition and collective behaviour.
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Affiliation(s)
- Edmund R Hunt
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095, USA
| | - Brian Mi
- BioCircuits Institute, University of California, San Diego, La Jolla, CA 92093, USA
| | - Camila Fernandez
- BioCircuits Institute, University of California, San Diego, La Jolla, CA 92093, USA
| | - Brandyn M Wong
- BioCircuits Institute, University of California, San Diego, La Jolla, CA 92093, USA
| | - Jonathan N Pruitt
- Department of Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, CA 93106, USA
| | - Noa Pinter-Wollman
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095, USA
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5
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6
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Bosque RJ, Lawrence JP, Buchholz R, Colli GR, Heppard J, Noonan B. Diversity of warning signal and social interaction influences the evolution of imperfect mimicry. Ecol Evol 2018; 8:7490-7499. [PMID: 30151165 PMCID: PMC6106177 DOI: 10.1002/ece3.4272] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Revised: 05/10/2018] [Accepted: 05/15/2018] [Indexed: 11/25/2022] Open
Abstract
Mimicry, the resemblance of one species by another, is a complex phenomenon where the mimic (Batesian mimicry) or the model and the mimic (Mullerian mimicry) gain an advantage from this phenotypic convergence. Despite the expectation that mimics should closely resemble their models, many mimetic species appear to be poor mimics. This is particularly apparent in some systems in which there are multiple available models. However, the influence of model pattern diversity on the evolution of mimetic systems remains poorly understood. We tested whether the number of model patterns a predator learns to associate with a negative consequence affects their willingness to try imperfect, novel patterns. We exposed week-old chickens to coral snake (Micrurus) color patterns representative of three South American areas that differ in model pattern richness, and then tested their response to the putative imperfect mimetic pattern of a widespread species of harmless colubrid snake (Oxyrhopus rhombifer) in different social contexts. Our results indicate that chicks have a great hesitation to attack when individually exposed to high model pattern diversity and a greater hesitation to attack when exposed as a group to low model pattern diversity. Individuals with a fast growth trajectory (measured by morphological traits) were also less reluctant to attack. We suggest that the evolution of new patterns could be favored by social learning in areas of low pattern diversity, while individual learning can reduce predation pressure on recently evolved mimics in areas of high model diversity. Our results could aid the development of ecological predictions about the evolution of imperfect mimicry and mimicry in general.
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Affiliation(s)
| | | | | | | | | | - Brice Noonan
- The University of MississippiUniversityMississippi
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7
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Pruitt JN, Wright CM, Lichtenstein JLL, Chism GT, McEwen BL, Kamath A, Pinter-Wollman N. Selection for Collective Aggressiveness Favors Social Susceptibility in Social Spiders. Curr Biol 2018; 28:100-105.e4. [PMID: 29276129 PMCID: PMC5871622 DOI: 10.1016/j.cub.2017.11.038] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2017] [Revised: 09/29/2017] [Accepted: 11/16/2017] [Indexed: 12/25/2022]
Abstract
Particularly socially influential individuals are present in many groups [1-8], but it is unclear whether their emergence is determined by their social influence versus the social susceptibility of others [9]. The social spider Stegodyphus dumicola shows regional variation in apparent leader-follower dynamics. We use this variation to evaluate the relative contributions of leader social influence versus follower social susceptibility in driving this social order. Using chimeric colonies that combine potential leaders and followers, we discover that leader-follower dynamics emerge from the site-specific social susceptibility of followers. We further show that the presence of leaders increases colony survival in environments where leader-follower dynamics occur. Thus, leadership is driven by the "social susceptibility" of the population majority, rather than the social influence of key group members.
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Affiliation(s)
- Jonathan N Pruitt
- Department of Ecology, Evolution and Marne Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA.
| | - Colin M Wright
- Department of Ecology, Evolution and Marne Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - James L L Lichtenstein
- Department of Ecology, Evolution and Marne Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - Gregory T Chism
- Graduate Interdisciplinary Program in Entomology and Insect Science, University of Arizona, Tucson, AZ 85721, USA
| | - Brendan L McEwen
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, PA 37906, USA
| | - Ambika Kamath
- Department of Ecology, Evolution and Marne Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - Noa Pinter-Wollman
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA 90095, USA
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8
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Lichtenstein JLL, Chism GT, Kamath A, Pruitt JN. Intraindividual Behavioral Variability Predicts Foraging Outcome in a Beach-dwelling Jumping Spider. Sci Rep 2017; 7:18063. [PMID: 29273746 PMCID: PMC5741732 DOI: 10.1038/s41598-017-18359-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Accepted: 12/06/2017] [Indexed: 01/23/2023] Open
Abstract
Animal personality, defined as consistent differences between individuals in behavior, has been the subject of hundreds if not thousands of papers. However, little work explores the fitness consequences of variation in behavior within individuals, or intraindividual variability (IIV). We probe the effects of behavioral IIV on predator-prey interaction outcomes in beach-dwelling jumping spiders (Terralonus californicus). Prior studies have found that spiders with higher body condition (body mass relative to size) behave more variably. Thus, we hypothesized that jumping spider activity level IIV would relate positively to foraging performance. To address this, we tested for associations between activity IIV, average activity level, and two measures of foraging success in laboratory mesocosms: change in spider mass and the number of prey killed. Activity IIV positively correlated with the mass that spiders gained from prey, but not with the number of prey killed. This suggests that spiders with high IIV consumed a greater proportion of their prey or used less energy. Interestingly, average activity level (personality) predicted neither metric of foraging success, indicating that behavioral IIV can predict metrics of success that personality does not. Therefore, our findings suggest that IIV should be considered alongside personality in studies of predator-prey interactions.
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Affiliation(s)
- James L L Lichtenstein
- Department of Ecology, Evolution and Marine Biology, University of California Santa Barbara, Santa Barbara, CA, 93106, USA.
| | - Gregory T Chism
- Graduate Interdisciplinary Program in Entomology and Insect Science, University of Arizona, Tucson, AZ, 85721, USA
| | - Ambika Kamath
- Department of Ecology, Evolution and Marine Biology, University of California Santa Barbara, Santa Barbara, CA, 93106, USA
| | - Jonathan N Pruitt
- Department of Ecology, Evolution and Marine Biology, University of California Santa Barbara, Santa Barbara, CA, 93106, USA
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9
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Lichtenstein JLL, Wright CM, McEwen B, Pinter-Wollman N, Pruitt JN. The multidimensional behavioural hypervolumes of two interacting species predict their space use and survival. Anim Behav 2017; 132:129-136. [PMID: 29681647 DOI: 10.1016/j.anbehav.2017.08.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Individual animals differ consistently in their behaviour, thus impacting a wide variety of ecological outcomes. Recent advances in animal personality research have established the ecological importance of the multidimensional behavioural volume occupied by individuals and by multispecies communities. Here, we examine the degree to which the multidimensional behavioural volume of a group predicts the outcome of both intra- and interspecific interactions. In particular, we test the hypothesis that a population of conspecifics will experience low intraspecific competition when the population occupies a large volume in behavioural space. We further hypothesize that populations of interacting species will exhibit greater interspecific competition when one or both species occupy large volumes in behavioural space. We evaluate these hypotheses by studying groups of katydids (Scudderia nymphs) and froghoppers (Philaenus spumarius), which compete for food and space on their shared host plant, Solidago canadensis. We found that individuals in single-species groups of katydids positioned themselves closer to one another, suggesting reduced competition, when groups occupied a large behavioural volume. When both species were placed together, we found that the survival of froghoppers was greatest when both froghoppers and katydids occupied a small volume in behavioural space, particularly at high froghopper densities. These results suggest that groups that occupy large behavioural volumes can have low intraspecific competition but high interspecific competition. Thus, behavioural hypervolumes appear to have ecological consequences at both the level of the population and the community and may help to predict the intensity of competition both within and across species.
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Affiliation(s)
- James L L Lichtenstein
- Department of Ecology, Evolution & Marine Biology, University of California Santa Barbara, Santa Barbara, CA, U.S.A
| | - Colin M Wright
- Department of Ecology, Evolution & Marine Biology, University of California Santa Barbara, Santa Barbara, CA, U.S.A
| | - Brendan McEwen
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, PA, U.S.A
| | - Noa Pinter-Wollman
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, CA, U.S.A
| | - Jonathan N Pruitt
- Department of Ecology, Evolution & Marine Biology, University of California Santa Barbara, Santa Barbara, CA, U.S.A
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10
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Wright CM, Lichtenstein JLL, Montgomery GA, Luscuskie LP, Pinter-Wollman N, Pruitt JN. Exposure to predators reduces collective foraging aggressiveness and eliminates its relationship with colony personality composition. Behav Ecol Sociobiol 2017; 71:126. [PMID: 29606787 PMCID: PMC5871624 DOI: 10.1007/s00265-017-2356-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Revised: 07/11/2017] [Accepted: 07/17/2017] [Indexed: 11/29/2022]
Abstract
Predation is a ubiquitous threat that often plays a central role in determining community dynamics. Predators can impact prey species by directly consuming them, or indirectly causing prey to modify their behavior. Direct consumption has classically been the focus of research on predator-prey interactions, but substantial evidence now demonstrates that the indirect effects of predators on prey populations are at least as strong as, if not stronger than, direct consumption. Social animals, particularly those that live in confined colonies, rely on coordinated actions that may be vulnerable to the presence of a predator, thus impacting the society's productivity and survival. To examine the effect of predators on the behavior of social animal societies, we observed the collective foraging of social spider colonies (Stegodyphus dumicola) when they interact with dangerous predatory ants either directly, indirectly, or both. We found that when colonies were exposed directly and indirectly to ant cues, they attacked prey with approximately 40-50% fewer spiders, and 40-90% slower than colonies that were not exposed to any predator cues. Furthermore, exposure to predatory ants disassociated the well-documented positive relationship between colony behavioral composition (proportion of bold spiders) and foraging aggressiveness (number of attackers) in S. dumicola, which is vital for colony growth. Thus, the indirect effects of predator presence may limit colony success. These results suggest that enemy presence could compromise the organizational attributes of animal societies.
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Affiliation(s)
- Colin M Wright
- Department of Ecology, Evolution and Marine Biology, University of California at Santa Barbara, Santa Barbara, CA, USA
| | - James L L Lichtenstein
- Department of Ecology, Evolution and Marine Biology, University of California at Santa Barbara, Santa Barbara, CA, USA
| | - Graham A Montgomery
- Department of Ecology, Evolution and Marine Biology, University of California at Santa Barbara, Santa Barbara, CA, USA
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, CA 90095-1606, USA
| | - Lauren P Luscuskie
- Department of Ecology, Evolution and Marine Biology, University of California at Santa Barbara, Santa Barbara, CA, USA
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, CA 90095-1606, USA
| | - Noa Pinter-Wollman
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, CA 90095-1606, USA
| | - Jonathan N Pruitt
- Department of Ecology, Evolution and Marine Biology, University of California at Santa Barbara, Santa Barbara, CA, USA
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