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Using real predators and robot prey to investigate the importance of predators in prey responses

Lead Research Organisation: University of Bristol
Department Name: Biological Sciences

Abstract

Predator and prey are locked in a dynamic interplay of evolved behaviour; predators attempt to maximise their net intake while unsuccessful prey do not live to see another day. This often culminates in dramatic behavioural displays, as cheetahs chase gazelles across the savannah, gannets dive bomb sardine shoals, and bats hunt moths through echolocation. However, while recording and analysing this is possible, studying this type of behaviour is problematic as ideally we would manipulate the response and movement of prey, which is technically very difficult. Without manipulation, it is difficult to say with any certainty that such behaviour has evolved to help animals avoid predation. This has limited our understanding of dynamic responses to predation as the behaviour of predators is often based on unsupported assumptions rather than empirical data. By using recent technological developments, this project will explore how short-term behavioural avoidance by prey has evolved to minimise risk, how predators learn to counteract these strategies, and whether this locks predator and prey into a cycle of adaptation and counter-adaptation.

Predatory fish (the European perch, Perca fluviatilis) will be allowed to encounter, detect, attack and try to consume (i.e. 'kill') artificial robotic prey, small items of food magnetically connected to robots under the testing tank. While the predator's behaviour is unconstrained, the behaviour of the prey are under full control by a computer program. To allow responsive behaviour by the prey, the predatory fish will be tracked by a computer in real time and this information will be fed back and made available to the prey. The complexity of the prey's reaction will be manipulated, from relatively simple behaviours such as fleeing from the predator or aggregating toward other prey, to the more complex such as balancing aggregation with fleeing. In the latter stages of the project, the longer term dynamics of predator-prey interactions will be examined, where the frequency of different prey strategies will change over time based on the previous success of each strategy. This will simulate an evolutionary process and how the predators adapt their subsequent behaviour to these changes in prey strategies will allow an examination of the role of learning in these interactions.

The main focus of interest will be on the responses of prey groups. These collectives (flocks, schools, herds, swarms) continue to fascinate scientists, filmmakers and the public alike. One shared reason is the almost incomprehensible degree of coordination between individuals in some of these species; the evening displays of European starlings (Sturnus vulgaris), for example, attract visitors to sites across the U.K. and is also the subject of a major European Commission research project. There is currently much research interest in these 'self-organised' systems across disciplines, including physics, computer science and engineering as well as biology, and there are applications in controlling pedestrian crowds and pest swarms such as locusts. The proposed method will allow us to examine with unprecedented detail how this group behaviour protects prey from predators. For example, it is often thought that polarisation (where individuals in groups line up to face the same direction) facilitates information transmission between individuals, as a response to detecting a predator or food source. By manipulating this behaviour, it can be tested whether this actually is effective at avoiding real predatory attacks.

In addition to methodological advantages, importantly the system also circumvents the ethical problem posed by exposing live prey to predators which has previously hampered progress in this area. The project will develop a flexible system for studying behavioural interactions between individuals of the same or different species and will be of interest to a range of researchers working on other questions.

Planned Impact

The system I seek to develop meets an important national priority towards reduction, refinement and replacement of animals in research. Not only will I be able to examine predator behaviour without killing or injuring live prey animals, but using artificial prey allows a much greater degree of standardisation of prey appearance and behaviour so that the variability in the data is reduced, and hence fewer predator individuals are needed. The new system will also record multiple attacks per predator, again meaning fewer individuals are needed. Although studies of predator-prey behaviour may not represent a large proportion of research using animals, any development in allowing a research question to be answered in the U.K., rather than the work being conducted overseas under more lax legislation, is progress.

The project's primary aim is to achieve high-quality basic research, thus applications to economic or social advances, beyond the effect on replacing and reducing the use of vertebrate animals in research, are unlikely to be a direct result of the project. However, predator-prey interactions have been used in military applications previously, and as the project seeks to understand attack-and-avoid behaviour within natural systems this could provide bio-inspired solutions to problems such as missile targeting or avoidance. With modelling of the empirical findings by Dr. Iain Couzin, Dr. Colin Tosh and others to generalise the underlying mechanisms, these mechanisms could be applied to engineering applications and potentially contribute to the UK's defence industry. More broadly, the project adds a unique perspective to the study of self-organisation and collective behaviour, a field which has clear applications in understanding, and where necessary controlling, human behaviour at high densities (such as during crowd control, evacuation procedures, and pedestrian traffic).

The choice of predator species may have implications for non-academic impact which could be explored in detail in future grant applications. The European perch has been introduced far beyond its natural range as a common game fish and in Australia and New Zealand has had a major negative impact on native freshwater communities. Part of the perch's success is likely to be due to its ability in learning to successfully predate native prey that was previously unfamiliar. The latter two years of the project will examine predator learning in detail, and these findings may have implications for the importance of learning by invasive predator species.

Both predator-prey interactions and collective animal behaviour have great popular appeal and our findings will attract attention from both the scientific and more general media. As an example, the previous study that this proposal seeks to develop was covered by over 15 online articles and a YouTube video explaining the video in lay terms has been viewed over 14,000 times (see Pathways to Impact). I will also undertake activities at public engagement events. More focused impact will be realised by visiting local schools to explain to GCSE and A level pupils the motivation, method and approach for the project and, more generally, how scientific research works. I will particularly emphasise the importance of the different skills required by the project from across disciplines, and encourage interested pupils to apply to university to study STEM subjects.

The research will provide valuable opportunities for undergraduate and postgraduate students. Taught students will be encouraged to undertake self-contained projects in parallel to the research and I will provide support, training and guidance for these students. Importantly the inter-disciplinary nature of the project will help broaden the usually narrow view that most undergraduates have of biology before entering the workplace. Experience with the proposed project will give students a more diverse understanding of approaches to problem solving.

Publications

10 25 50

publication icon
Duffield C (2017) Marginal predation: do encounter or confusion effects explain the targeting of prey group edges? in Behavioral ecology : official journal of the International Society for Behavioral Ecology

publication icon
Herbert-Read JE (2017) How predation shapes the social interaction rules of shoaling fish. in Proceedings. Biological sciences

 
Title Arena from Anthropogenic noise pollution from pile-driving disrupts the structure and dynamics of fish shoals 
Description Noise produced from a variety of human activities can affect the physiology and behaviour of individual animals, but whether noise disrupts the social behaviour of animals is largely unknown. Animal groups such as flocks of birds or shoals of fish use simple interaction rules to coordinate their movements with near neighbours. In turn, this coordination allows individuals to gain the benefits of group living such as reduced predation risk and social information exchange. Noise could change how individuals interact in groups if noise is perceived as a threat, or if it masked, distracted or stressed individuals, and this could have impacts on the benefits of grouping. Here, we recorded trajectories of individual juvenile seabass (Dicentrarchus labrax) in groups under controlled laboratory conditions. Groups were exposed to playbacks of either ambient background sound recorded in their natural habitat, or playbacks of pile-driving, commonly used in marine construction. The pile-driving playback affected the structure and dynamics of the fish shoals significantly more than the ambient-sound playback. Compared to the ambient-sound playback, groups experiencing the pile-driving playback became less cohesive, less directionally ordered, and were less correlated in speed and directional changes. In effect, the additional-noise treatment disrupted the abilities of individuals to coordinate their movements with one another. Our work highlights the potential for noise pollution from pile-driving to disrupt the collective dynamics of fish shoals, which could have implications for the functional benefits of groups' collective behaviour. 
Type Of Art Film/Video/Animation 
Year Produced 2017 
URL https://rs.figshare.com/articles/figure/Arena_from_Anthropogenic_noise_pollution_from_pile-driving_d...
 
Title Arena from Anthropogenic noise pollution from pile-driving disrupts the structure and dynamics of fish shoals 
Description Noise produced from a variety of human activities can affect the physiology and behaviour of individual animals, but whether noise disrupts the social behaviour of animals is largely unknown. Animal groups such as flocks of birds or shoals of fish use simple interaction rules to coordinate their movements with near neighbours. In turn, this coordination allows individuals to gain the benefits of group living such as reduced predation risk and social information exchange. Noise could change how individuals interact in groups if noise is perceived as a threat, or if it masked, distracted or stressed individuals, and this could have impacts on the benefits of grouping. Here, we recorded trajectories of individual juvenile seabass (Dicentrarchus labrax) in groups under controlled laboratory conditions. Groups were exposed to playbacks of either ambient background sound recorded in their natural habitat, or playbacks of pile-driving, commonly used in marine construction. The pile-driving playback affected the structure and dynamics of the fish shoals significantly more than the ambient-sound playback. Compared to the ambient-sound playback, groups experiencing the pile-driving playback became less cohesive, less directionally ordered, and were less correlated in speed and directional changes. In effect, the additional-noise treatment disrupted the abilities of individuals to coordinate their movements with one another. Our work highlights the potential for noise pollution from pile-driving to disrupt the collective dynamics of fish shoals, which could have implications for the functional benefits of groups' collective behaviour. 
Type Of Art Film/Video/Animation 
Year Produced 2017 
URL https://rs.figshare.com/articles/figure/Arena_from_Anthropogenic_noise_pollution_from_pile-driving_d...
 
Title Figure 2A from Anthropogenic noise pollution from pile-driving disrupts the structure and dynamics of fish shoals 
Description Noise produced from a variety of human activities can affect the physiology and behaviour of individual animals, but whether noise disrupts the social behaviour of animals is largely unknown. Animal groups such as flocks of birds or shoals of fish use simple interaction rules to coordinate their movements with near neighbours. In turn, this coordination allows individuals to gain the benefits of group living such as reduced predation risk and social information exchange. Noise could change how individuals interact in groups if noise is perceived as a threat, or if it masked, distracted or stressed individuals, and this could have impacts on the benefits of grouping. Here, we recorded trajectories of individual juvenile seabass (Dicentrarchus labrax) in groups under controlled laboratory conditions. Groups were exposed to playbacks of either ambient background sound recorded in their natural habitat, or playbacks of pile-driving, commonly used in marine construction. The pile-driving playback affected the structure and dynamics of the fish shoals significantly more than the ambient-sound playback. Compared to the ambient-sound playback, groups experiencing the pile-driving playback became less cohesive, less directionally ordered, and were less correlated in speed and directional changes. In effect, the additional-noise treatment disrupted the abilities of individuals to coordinate their movements with one another. Our work highlights the potential for noise pollution from pile-driving to disrupt the collective dynamics of fish shoals, which could have implications for the functional benefits of groups' collective behaviour. 
Type Of Art Film/Video/Animation 
Year Produced 2017 
URL https://rs.figshare.com/articles/figure/Figure_2A_from_Anthropogenic_noise_pollution_from_pile-drivi...
 
Title Figure 2A from Anthropogenic noise pollution from pile-driving disrupts the structure and dynamics of fish shoals 
Description Noise produced from a variety of human activities can affect the physiology and behaviour of individual animals, but whether noise disrupts the social behaviour of animals is largely unknown. Animal groups such as flocks of birds or shoals of fish use simple interaction rules to coordinate their movements with near neighbours. In turn, this coordination allows individuals to gain the benefits of group living such as reduced predation risk and social information exchange. Noise could change how individuals interact in groups if noise is perceived as a threat, or if it masked, distracted or stressed individuals, and this could have impacts on the benefits of grouping. Here, we recorded trajectories of individual juvenile seabass (Dicentrarchus labrax) in groups under controlled laboratory conditions. Groups were exposed to playbacks of either ambient background sound recorded in their natural habitat, or playbacks of pile-driving, commonly used in marine construction. The pile-driving playback affected the structure and dynamics of the fish shoals significantly more than the ambient-sound playback. Compared to the ambient-sound playback, groups experiencing the pile-driving playback became less cohesive, less directionally ordered, and were less correlated in speed and directional changes. In effect, the additional-noise treatment disrupted the abilities of individuals to coordinate their movements with one another. Our work highlights the potential for noise pollution from pile-driving to disrupt the collective dynamics of fish shoals, which could have implications for the functional benefits of groups' collective behaviour. 
Type Of Art Film/Video/Animation 
Year Produced 2017 
URL https://rs.figshare.com/articles/figure/Figure_2A_from_Anthropogenic_noise_pollution_from_pile-drivi...
 
Title Figure 2B from Anthropogenic noise pollution from pile-driving disrupts the structure and dynamics of fish shoals 
Description Noise produced from a variety of human activities can affect the physiology and behaviour of individual animals, but whether noise disrupts the social behaviour of animals is largely unknown. Animal groups such as flocks of birds or shoals of fish use simple interaction rules to coordinate their movements with near neighbours. In turn, this coordination allows individuals to gain the benefits of group living such as reduced predation risk and social information exchange. Noise could change how individuals interact in groups if noise is perceived as a threat, or if it masked, distracted or stressed individuals, and this could have impacts on the benefits of grouping. Here, we recorded trajectories of individual juvenile seabass (Dicentrarchus labrax) in groups under controlled laboratory conditions. Groups were exposed to playbacks of either ambient background sound recorded in their natural habitat, or playbacks of pile-driving, commonly used in marine construction. The pile-driving playback affected the structure and dynamics of the fish shoals significantly more than the ambient-sound playback. Compared to the ambient-sound playback, groups experiencing the pile-driving playback became less cohesive, less directionally ordered, and were less correlated in speed and directional changes. In effect, the additional-noise treatment disrupted the abilities of individuals to coordinate their movements with one another. Our work highlights the potential for noise pollution from pile-driving to disrupt the collective dynamics of fish shoals, which could have implications for the functional benefits of groups' collective behaviour. 
Type Of Art Film/Video/Animation 
Year Produced 2017 
URL https://rs.figshare.com/articles/figure/Figure_2B_from_Anthropogenic_noise_pollution_from_pile-drivi...
 
Title Figure 2B from Anthropogenic noise pollution from pile-driving disrupts the structure and dynamics of fish shoals 
Description Noise produced from a variety of human activities can affect the physiology and behaviour of individual animals, but whether noise disrupts the social behaviour of animals is largely unknown. Animal groups such as flocks of birds or shoals of fish use simple interaction rules to coordinate their movements with near neighbours. In turn, this coordination allows individuals to gain the benefits of group living such as reduced predation risk and social information exchange. Noise could change how individuals interact in groups if noise is perceived as a threat, or if it masked, distracted or stressed individuals, and this could have impacts on the benefits of grouping. Here, we recorded trajectories of individual juvenile seabass (Dicentrarchus labrax) in groups under controlled laboratory conditions. Groups were exposed to playbacks of either ambient background sound recorded in their natural habitat, or playbacks of pile-driving, commonly used in marine construction. The pile-driving playback affected the structure and dynamics of the fish shoals significantly more than the ambient-sound playback. Compared to the ambient-sound playback, groups experiencing the pile-driving playback became less cohesive, less directionally ordered, and were less correlated in speed and directional changes. In effect, the additional-noise treatment disrupted the abilities of individuals to coordinate their movements with one another. Our work highlights the potential for noise pollution from pile-driving to disrupt the collective dynamics of fish shoals, which could have implications for the functional benefits of groups' collective behaviour. 
Type Of Art Film/Video/Animation 
Year Produced 2017 
URL https://rs.figshare.com/articles/figure/Figure_2B_from_Anthropogenic_noise_pollution_from_pile-drivi...
 
Title Figure 2C from Anthropogenic noise pollution from pile-driving disrupts the structure and dynamics of fish shoals 
Description Noise produced from a variety of human activities can affect the physiology and behaviour of individual animals, but whether noise disrupts the social behaviour of animals is largely unknown. Animal groups such as flocks of birds or shoals of fish use simple interaction rules to coordinate their movements with near neighbours. In turn, this coordination allows individuals to gain the benefits of group living such as reduced predation risk and social information exchange. Noise could change how individuals interact in groups if noise is perceived as a threat, or if it masked, distracted or stressed individuals, and this could have impacts on the benefits of grouping. Here, we recorded trajectories of individual juvenile seabass (Dicentrarchus labrax) in groups under controlled laboratory conditions. Groups were exposed to playbacks of either ambient background sound recorded in their natural habitat, or playbacks of pile-driving, commonly used in marine construction. The pile-driving playback affected the structure and dynamics of the fish shoals significantly more than the ambient-sound playback. Compared to the ambient-sound playback, groups experiencing the pile-driving playback became less cohesive, less directionally ordered, and were less correlated in speed and directional changes. In effect, the additional-noise treatment disrupted the abilities of individuals to coordinate their movements with one another. Our work highlights the potential for noise pollution from pile-driving to disrupt the collective dynamics of fish shoals, which could have implications for the functional benefits of groups' collective behaviour. 
Type Of Art Film/Video/Animation 
Year Produced 2017 
URL https://rs.figshare.com/articles/figure/Figure_2C_from_Anthropogenic_noise_pollution_from_pile-drivi...
 
Title Figure 2C from Anthropogenic noise pollution from pile-driving disrupts the structure and dynamics of fish shoals 
Description Noise produced from a variety of human activities can affect the physiology and behaviour of individual animals, but whether noise disrupts the social behaviour of animals is largely unknown. Animal groups such as flocks of birds or shoals of fish use simple interaction rules to coordinate their movements with near neighbours. In turn, this coordination allows individuals to gain the benefits of group living such as reduced predation risk and social information exchange. Noise could change how individuals interact in groups if noise is perceived as a threat, or if it masked, distracted or stressed individuals, and this could have impacts on the benefits of grouping. Here, we recorded trajectories of individual juvenile seabass (Dicentrarchus labrax) in groups under controlled laboratory conditions. Groups were exposed to playbacks of either ambient background sound recorded in their natural habitat, or playbacks of pile-driving, commonly used in marine construction. The pile-driving playback affected the structure and dynamics of the fish shoals significantly more than the ambient-sound playback. Compared to the ambient-sound playback, groups experiencing the pile-driving playback became less cohesive, less directionally ordered, and were less correlated in speed and directional changes. In effect, the additional-noise treatment disrupted the abilities of individuals to coordinate their movements with one another. Our work highlights the potential for noise pollution from pile-driving to disrupt the collective dynamics of fish shoals, which could have implications for the functional benefits of groups' collective behaviour. 
Type Of Art Film/Video/Animation 
Year Produced 2017 
URL https://rs.figshare.com/articles/figure/Figure_2C_from_Anthropogenic_noise_pollution_from_pile-drivi...
 
Title Figure 2D from Anthropogenic noise pollution from pile-driving disrupts the structure and dynamics of fish shoals 
Description Noise produced from a variety of human activities can affect the physiology and behaviour of individual animals, but whether noise disrupts the social behaviour of animals is largely unknown. Animal groups such as flocks of birds or shoals of fish use simple interaction rules to coordinate their movements with near neighbours. In turn, this coordination allows individuals to gain the benefits of group living such as reduced predation risk and social information exchange. Noise could change how individuals interact in groups if noise is perceived as a threat, or if it masked, distracted or stressed individuals, and this could have impacts on the benefits of grouping. Here, we recorded trajectories of individual juvenile seabass (Dicentrarchus labrax) in groups under controlled laboratory conditions. Groups were exposed to playbacks of either ambient background sound recorded in their natural habitat, or playbacks of pile-driving, commonly used in marine construction. The pile-driving playback affected the structure and dynamics of the fish shoals significantly more than the ambient-sound playback. Compared to the ambient-sound playback, groups experiencing the pile-driving playback became less cohesive, less directionally ordered, and were less correlated in speed and directional changes. In effect, the additional-noise treatment disrupted the abilities of individuals to coordinate their movements with one another. Our work highlights the potential for noise pollution from pile-driving to disrupt the collective dynamics of fish shoals, which could have implications for the functional benefits of groups' collective behaviour. 
Type Of Art Film/Video/Animation 
Year Produced 2017 
URL https://rs.figshare.com/articles/figure/Figure_2D_from_Anthropogenic_noise_pollution_from_pile-drivi...
 
Title Figure 2D from Anthropogenic noise pollution from pile-driving disrupts the structure and dynamics of fish shoals 
Description Noise produced from a variety of human activities can affect the physiology and behaviour of individual animals, but whether noise disrupts the social behaviour of animals is largely unknown. Animal groups such as flocks of birds or shoals of fish use simple interaction rules to coordinate their movements with near neighbours. In turn, this coordination allows individuals to gain the benefits of group living such as reduced predation risk and social information exchange. Noise could change how individuals interact in groups if noise is perceived as a threat, or if it masked, distracted or stressed individuals, and this could have impacts on the benefits of grouping. Here, we recorded trajectories of individual juvenile seabass (Dicentrarchus labrax) in groups under controlled laboratory conditions. Groups were exposed to playbacks of either ambient background sound recorded in their natural habitat, or playbacks of pile-driving, commonly used in marine construction. The pile-driving playback affected the structure and dynamics of the fish shoals significantly more than the ambient-sound playback. Compared to the ambient-sound playback, groups experiencing the pile-driving playback became less cohesive, less directionally ordered, and were less correlated in speed and directional changes. In effect, the additional-noise treatment disrupted the abilities of individuals to coordinate their movements with one another. Our work highlights the potential for noise pollution from pile-driving to disrupt the collective dynamics of fish shoals, which could have implications for the functional benefits of groups' collective behaviour. 
Type Of Art Film/Video/Animation 
Year Produced 2017 
URL https://rs.figshare.com/articles/figure/Figure_2D_from_Anthropogenic_noise_pollution_from_pile-drivi...
 
Title Figure S1 from Response to resources and parasites depends on health status in extensively grazed sheep 
Description The effect of NDVI (top row) and tick abundance (bottom row) on the number of recordings of sheep with different FAMACHA scores in buffer zones of 30m around the sampling points. FAMACHA scores range from 1-3 with 1 being the healthiest. The lines represent the fitted values calculated from the GLMM coefficients, whilst controlling for all other explanatory variables in the NDVI × FAMACHA (top row) and ticks × FAMACHA (bottom row) models at their mean value in the data set. The points represent the actual number of sheep recordings in tick sampling sites with different transparencies representing the number of sheep recordings (i.e. darker points equal more recordings). 
Type Of Art Film/Video/Animation 
Year Produced 2020 
URL https://rs.figshare.com/articles/Figure_S1_from_Response_to_resources_and_parasites_depends_on_healt...
 
Title Figure S1 from Response to resources and parasites depends on health status in extensively grazed sheep 
Description The effect of NDVI (top row) and tick abundance (bottom row) on the number of recordings of sheep with different FAMACHA scores in buffer zones of 30m around the sampling points. FAMACHA scores range from 1-3 with 1 being the healthiest. The lines represent the fitted values calculated from the GLMM coefficients, whilst controlling for all other explanatory variables in the NDVI × FAMACHA (top row) and ticks × FAMACHA (bottom row) models at their mean value in the data set. The points represent the actual number of sheep recordings in tick sampling sites with different transparencies representing the number of sheep recordings (i.e. darker points equal more recordings). 
Type Of Art Film/Video/Animation 
Year Produced 2020 
URL https://rs.figshare.com/articles/Figure_S1_from_Response_to_resources_and_parasites_depends_on_healt...
 
Title Figure S2 from Response to resources and parasites depends on health status in extensively grazed sheep 
Description The effect of NDVI (top row) and tick abundance (bottom row) on the number of recordings of sheep with different FAMACHA scores in buffer zones of 75m around the sampling points. FAMACHA scores range from 1-3 with 1 being the healthiest. The lines represent the fitted values calculated from the GLMM coefficients, whilst controlling for all other explanatory variables in the NDVI × FAMACHA (top row) and ticks × FAMACHA (bottom row) models at their mean value in the data set. The points represent the actual number of sheep recordings in tick sampling sites with different transparencies representing the number of sheep recordings (i.e. darker points equal more recordings). 
Type Of Art Film/Video/Animation 
Year Produced 2020 
URL https://rs.figshare.com/articles/Figure_S2_from_Response_to_resources_and_parasites_depends_on_healt...
 
Title Figure S2 from Response to resources and parasites depends on health status in extensively grazed sheep 
Description The effect of NDVI (top row) and tick abundance (bottom row) on the number of recordings of sheep with different FAMACHA scores in buffer zones of 75m around the sampling points. FAMACHA scores range from 1-3 with 1 being the healthiest. The lines represent the fitted values calculated from the GLMM coefficients, whilst controlling for all other explanatory variables in the NDVI × FAMACHA (top row) and ticks × FAMACHA (bottom row) models at their mean value in the data set. The points represent the actual number of sheep recordings in tick sampling sites with different transparencies representing the number of sheep recordings (i.e. darker points equal more recordings). 
Type Of Art Film/Video/Animation 
Year Produced 2020 
URL https://rs.figshare.com/articles/Figure_S2_from_Response_to_resources_and_parasites_depends_on_healt...
 
Title Figure S3 from Response to resources and parasites depends on health status in extensively grazed sheep 
Description The effect of NDVI (top row) and tick abundance (bottom row) on the number of recordings of sheep with different FAMACHA scores in buffer zones of 100m around the sampling points. FAMACHA scores range from 1-3 with 1 being the healthiest. The lines represent the fitted values calculated from the GLMM coefficients, whilst controlling for all other explanatory variables in the NDVI × FAMACHA (top row) and ticks × FAMACHA (bottom row) models at their mean value in the data set. The points represent the actual number of sheep recordings in tick sampling sites with different transparencies representing the number of sheep recordings (i.e. darker points equal more recordings). 
Type Of Art Film/Video/Animation 
Year Produced 2020 
URL https://rs.figshare.com/articles/Figure_S3_from_Response_to_resources_and_parasites_depends_on_healt...
 
Title Figure S3 from Response to resources and parasites depends on health status in extensively grazed sheep 
Description The effect of NDVI (top row) and tick abundance (bottom row) on the number of recordings of sheep with different FAMACHA scores in buffer zones of 100m around the sampling points. FAMACHA scores range from 1-3 with 1 being the healthiest. The lines represent the fitted values calculated from the GLMM coefficients, whilst controlling for all other explanatory variables in the NDVI × FAMACHA (top row) and ticks × FAMACHA (bottom row) models at their mean value in the data set. The points represent the actual number of sheep recordings in tick sampling sites with different transparencies representing the number of sheep recordings (i.e. darker points equal more recordings). 
Type Of Art Film/Video/Animation 
Year Produced 2020 
URL https://rs.figshare.com/articles/Figure_S3_from_Response_to_resources_and_parasites_depends_on_healt...
 
Title Movie S1: from The measure of spatial position within groups that best predicts predation risk depends on group movement 
Description Calibration video for a stationary group trial. 
Type Of Art Film/Video/Animation 
Year Produced 2021 
URL https://rs.figshare.com/articles/media/Movie_S1_from_The_measure_of_spatial_position_within_groups_t...
 
Title Movie S1: from The measure of spatial position within groups that best predicts predation risk depends on group movement 
Description Calibration video for a stationary group trial. 
Type Of Art Film/Video/Animation 
Year Produced 2021 
URL https://rs.figshare.com/articles/media/Movie_S1_from_The_measure_of_spatial_position_within_groups_t...
 
Title Movie S2: from The measure of spatial position within groups that best predicts predation risk depends on group movement 
Description Calibration video for a moving group trial. 
Type Of Art Film/Video/Animation 
Year Produced 2021 
URL https://rs.figshare.com/articles/media/Movie_S2_from_The_measure_of_spatial_position_within_groups_t...
 
Title Movie S2: from The measure of spatial position within groups that best predicts predation risk depends on group movement 
Description Calibration video for a moving group trial. 
Type Of Art Film/Video/Animation 
Year Produced 2021 
URL https://rs.figshare.com/articles/media/Movie_S2_from_The_measure_of_spatial_position_within_groups_t...
 
Title Movie S3: from The measure of spatial position within groups that best predicts predation risk depends on group movement 
Description Calibration video for trial 5 followed by video of trial 5, spanning the presentation of one loop of the prey simulation and including the first predator attack (at step number 1324; as shown in figure 1). 
Type Of Art Film/Video/Animation 
Year Produced 2021 
URL https://rs.figshare.com/articles/media/Movie_S3_from_The_measure_of_spatial_position_within_groups_t...
 
Title Movie S3: from The measure of spatial position within groups that best predicts predation risk depends on group movement 
Description Calibration video for trial 5 followed by video of trial 5, spanning the presentation of one loop of the prey simulation and including the first predator attack (at step number 1324; as shown in figure 1). 
Type Of Art Film/Video/Animation 
Year Produced 2021 
URL https://rs.figshare.com/articles/media/Movie_S3_from_The_measure_of_spatial_position_within_groups_t...
 
Description We have shown how predators attack groups of prey and what consequences this would have for the evolution of prey social behaviour. We have used both virtual and real prey animals. We have also shown how the social behaviour of real prey is shaped by the level of predation risk in their natural environment. Results in preparation for publication at the moment use real predators and robotic prey to investigate how predators adapt to different escape responses in prey.
Exploitation Route Use in other animal-robot interaction studies.
Sectors Aerospace

Defence and Marine

Other

 
Title Collective decision-making appears more egalitarian in populations where group fission costs are higher 
Description Collective decision-making is predicted to be more egalitarian in conditions where the costs of group fission are higher. Here we ask whether Trinidadian guppies (Poecilia reticulata) living in high or low predation environments, and thereby facing differential group fission costs, make collective decisions in line with this prediction. Using a classic decision-making scenario, we found that fish from high predation environments switched their positions within groups more frequently than fish from low predation environments. Because the relative positions individuals adopt in moving groups can influence their contribution towards group decisions, increased positional switching appears to support the prediction of more evenly distributed decision-making in populations where group fission costs are higher. In an agent-based model, we further identified that more frequent, asynchronous updating of individuals' positions could explain increased positional switching, as was observed in fish from high predation environments. Our results are consistent with theoretical predictions about the structure of collective decision-making and the adaptability of social decision-rules in the face of different environmental contexts. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
URL https://datadryad.org/stash/dataset/doi:10.5061/dryad.nvx0k6dn6
 
Title Data S1 from Regulation between personality traits: individual social tendencies modulate whether boldness and leadership are correlated 
Description Data from the experiment in .csv format. In the column names, S1 denotes data is from the first (day 1) single fish Y maze trial, S2 the second (day 2) single fish trial, P1 the first (day 1) paired fish test and P2 from the second (day 2) paired fish test. All times ("T") are in seconds. SBL is the standard body length of each fish, in cm. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/Data_S1_from_Regulation_between_personality_traits_individual_socia...
 
Title Data S1 from Regulation between personality traits: individual social tendencies modulate whether boldness and leadership are correlated 
Description Data from the experiment in .csv format. In the column names, S1 denotes data is from the first (day 1) single fish Y maze trial, S2 the second (day 2) single fish trial, P1 the first (day 1) paired fish test and P2 from the second (day 2) paired fish test. All times ("T") are in seconds. SBL is the standard body length of each fish, in cm. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/Data_S1_from_Regulation_between_personality_traits_individual_socia...
 
Title Data for: Turbidity increases risk perception but constrains collective behaviour during foraging by fish shoals 
Description Data per trial for study presented in: Turbidity increases risk perception but constrains collective behaviour during foraging by fish shoals 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
URL https://data.mendeley.com/datasets/733fwpsrfb
 
Title Data for: Turbidity increases risk perception but constrains collective behaviour during foraging by fish shoals 
Description Data per trial for study presented in: Turbidity increases risk perception but constrains collective behaviour during foraging by fish shoals 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
URL https://data.mendeley.com/datasets/733fwpsrfb/1
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds. 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds. 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds. 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds. 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds. 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds. 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds. 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds. 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds. 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from Counteracting estimation bias and social influence to improve the wisdom of crowds. 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Data_from_Counteracting_estimation_bias_and_social_influenc...
 
Title Data from: Marginal predation: do encounter or confusion effects explain the targeting of prey group edges? 
Description Marginal predation, also known as the edge effect, occurs when aggregations of prey are preferentially targeted on their periphery by predators and has long been established in many taxa. Two main processes have been used to explain this phenomenon, the confusion effect and the encounter rate between predators and prey group edges. However, it is unknown at what size a prey group needs to be before marginal predation is detectable and to what extent each mechanism drives the effect. We conducted 2 experiments using groups of virtual prey being preyed upon by 3-spined sticklebacks (Gasterosteus aculeatus) to address these questions. In Experiment 1, we show that group sizes do not need to be large for marginal predation to occur, with this being detectable in groups of 16 or more. In Experiment 2, we find that encounter rate is a more likely explanation for marginal predation than the confusion effect in this system. We find that while confusion does affect predatory behaviors (whether or not predators make an attack), it does not affect marginal predation. Our results suggest that marginal predation is a more common phenomenon than originally thought as it also applies to relatively small groups. Similarly, as marginal predation does not need the confusion effect to occur, it may occur in a wider range of predator-prey species pairings, for example those where the predators search for prey using nonvisual sensory modalities. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
URL https://datadryad.org/stash/dataset/doi:10.5061/dryad.b74d0
 
Title Data from: The anti-predator role of within-nest emergence synchrony in sea turtle hatchlings 
Description Group formation is a common behaviour among prey species. In egg-laying animals, despite the various factors that promote intra-clutch variation leading to asynchronous hatching and emergence from nests, synchronous hatching and emergence occurs in many taxa. This synchrony may be adaptive by reducing predation risk, but few data are available in any natural system, even for iconic examples of the anti-predator function of group formation. Here, we show for the first time that increased group size (number of hatchlings emerging together from a nest) reduces green turtle (Chelonia mydas) hatchling predation. This effect was only observed earlier in the night when predation pressure was greatest, indicated by the greatest predator abundance and a small proportion of predators preoccupied with consuming captured prey. Further analysis revealed that the effect of time of day was due to the number of hatchlings already killed in an evening; this, along with the apparent lack of other anti-predatory mechanisms for grouping, suggests that synchronous emergence from a nest appears to swamp predators, resulting in an attack abatement effect. Using a system with relatively pristine conditions for turtle hatchlings and their predators provides a more realistic environmental context within which intra-nest synchronous emergence has evolved. 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
URL https://datadryad.org/stash/dataset/doi:10.5061/dryad.b1k26
 
Title Dataset 1 from Collective decision-making appears more egalitarian in populations where group fission costs are higher 
Description Data used in all statistical models. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Dataset_1_from_Collective_decision-making_appears_more_egal...
 
Title Dataset 1 from Collective decision-making appears more egalitarian in populations where group fission costs are higher. 
Description Data used in all statistical models. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Dataset_1_from_Collective_decision-making_appears_more_egal...
 
Title Dataset 1 from Collective decision-making appears more egalitarian in populations where group fission costs are higher. 
Description Data used in all statistical models. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Dataset_1_from_Collective_decision-making_appears_more_egal...
 
Title Dataset from Response to resources and parasites depends on health status in extensively grazed sheep 
Description Dataset used for glmm's containing FEC and FAMACHA scores for each sheep, tick abundance at each sampling site as well as number of recordings of each sheep, mean NDVI and mean steepness in buffer zones of 30m, 50m, 75m and 100m around the tick sampling sites. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/Dataset_from_Response_to_resources_and_parasites_depends_on_health_...
 
Title Dataset from Response to resources and parasites depends on health status in extensively grazed sheep 
Description Dataset used for glmm's containing FEC and FAMACHA scores for each sheep, tick abundance at each sampling site as well as number of recordings of each sheep, mean NDVI and mean steepness in buffer zones of 30m, 50m, 75m and 100m around the tick sampling sites. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/Dataset_from_Response_to_resources_and_parasites_depends_on_health_...
 
Title Supplementary Dataset Information from The measure of spatial position within groups that best predicts predation risk depends on group movement 
Description Data from the trials where the fish made at least one attack. The x and y coordinates for each prey at the moment of the first attack per trial are given, the attacked prey individual is specified, as are the coordinates of the corners of the projected area. From these data, the measures of spatial position are calculated for each prey. 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Supplementary_Dataset_Information_from_The_measure_of_spati...
 
Title Supplementary Dataset Information from The measure of spatial position within groups that best predicts predation risk depends on group movement 
Description Data from the trials where the fish made at least one attack. The x and y coordinates for each prey at the moment of the first attack per trial are given, the attacked prey individual is specified, as are the coordinates of the corners of the projected area. From these data, the measures of spatial position are calculated for each prey. 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Supplementary_Dataset_Information_from_The_measure_of_spati...
 
Title Supplementary R Code Information from The measure of spatial position within groups that best predicts predation risk depends on group movement 
Description R code used for calculating spatial measures and the statistical analysis (for use with the Supplementary dataset). 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Supplementary_R_Code_Information_from_The_measure_of_spatia...
 
Title Supplementary R Code Information from The measure of spatial position within groups that best predicts predation risk depends on group movement 
Description R code used for calculating spatial measures and the statistical analysis (for use with the Supplementary dataset). 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/Supplementary_R_Code_Information_from_The_measure_of_spatia...
 
Title Virtual prey with Lévy motion are preferentially attacked by predatory fish 
Description Of widespread interest in animal behaviour and ecology is how animals search their environment for resources, and whether these search strategies are optimal. However, movement also affects predation risk through effects on encounter rates, the conspicuousness of prey, and the success of attacks. Here we use predatory fish attacking a simulation of virtual prey to test whether predation risk is associated with movement behaviour. Despite often being demonstrated to be a more efficient strategy for finding resources such as food, we find that prey displaying Lévy motion are twice as likely to be targeted by predators than prey utilising Brownian motion. This can be explained by the predators, at the moment of the attack, preferentially targeting prey that were moving with straighter trajectories rather than prey that were turning more. Our results emphasise that costs of predation risk need to be considered alongside the foraging benefits when comparing different movement strategies. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
URL http://datadryad.org/stash/dataset/doi:10.5061/dryad.h18931zrm
 
Title rawData_readme.txt from Counteracting estimation bias and social influence to improve the wisdom of crowds 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/rawData_readme_txt_from_Counteracting_estimation_bias_and_s...
 
Title rawData_readme.txt from Counteracting estimation bias and social influence to improve the wisdom of crowds. 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/rawData_readme_txt_from_Counteracting_estimation_bias_and_s...
 
Title rawData_readme.txt from Counteracting estimation bias and social influence to improve the wisdom of crowds. 
Description Files containing the raw data collected in this study. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/dataset/rawData_readme_txt_from_Counteracting_estimation_bias_and_s...