Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

44

datasets available to search

ShareScore release 0.7.1

Reset

Dataset results

44 results for “Animal groups”

Learn how ShareScore rates datasets ↗
zenodo48/100

Indicative distribution map for Ecosystem Functional Group M1.5 Photo-limited marine animal forests

<p>This archive contains indicative distribution maps and profiles for <strong>M1.5 Photo-limited marine animal forests</strong>, a ecosystem functional group (EFG, level 3) of the <a href="https://global-ecosystems.org/">IUCN Global Ecosystem Typology</a> (v2.0). Please refer to Keith <em>et al.</em> (2020) for details.</p> <p>The descriptive profiles provide brief summaries of key ecological traits and processes, maps are indicative of global distribution patterns, and are not intended to represent fine-scale patterns. The maps show areas of the world containing major (value of 1, coloured red) or minor occurrences (value of 2, coloured yellow) of each ecosystem functional group. Minor occurrences are areas where an ecosystem functional group is scattered in patches within matrices of other ecosystem functional groups or where they occur in substantial areas, but only within a segment of a larger region. Given bounds of resolution and accuracy of source data, the maps should be used to query which EFG are likely to occur within areas, rather than which occur at particular point locations. Detailed methods and references for the maps are included in the profile (xml format).</p>

opencc-by-4.0Jul 2021View details →
zenodo44/100

Number of bovine animals tested by age group, reporting country and target group, 2022

<p>The tables contain the number of bovine animals tested by age group, reporting country and target group, 2020.</p>

opencc-by-4.0Nov 2023View details →
zenodo36/100

Supporting material for "Pharmacological validation of individual animal locomotion, temperature and behavioural analysis in group-housed rats using a novel automated home cage analysis system: a comparison with the modified Irwin test"

<p>The data were uploaded to support the manuscript &quot;Pharmacological validation of individual animal locomotion, temperature and behavioural analysis in group-housed rats using a novel automated home cage analysis system: a comparison with the modified Irwin test&quot; for the submission to Journal of Pharmacological and Toxicological Methods.</p>

opencc-by-sa-4.0Oct 2017View details →
zenodo36/100

Number of bovine animals tested by age group, reporting country and target group, 2018

<p>The tables contain the number of bovine animals tested by age group, reporting country and target group, 2018</p>

opencc-by-4.0Sep 2019View details →
dryad32/100

Species-specific effects of thermal stress on the expression of genetic variation across a diverse group of plant and animal taxa under experimental conditions

<p>Assessing the genetic adaptive potential of populations and species is essential for better understanding evolutionary processes. However, the expression of genetic variation may depend on environmental conditions, which may speed up or slow down evolutionary responses. Thus, the same selection pressure may lead to different responses. Against this background, we here investigate the effects of thermal stress on genetic variation, mainly under controlled laboratory conditions. We estimated additive genetic variance (<i>V<sub>A</sub></i>), narrow-sense heritability (<i>h</i><sup>2</sup>), and the coefficient of genetic variation (<i>CV<sub>A</sub></i>) under both benign control and stressful thermal conditions. We included six species spanning a diverse range of plant and animal taxa and a total of 25 morphological and life-history traits. Our results show that (1) thermal stress reduced fitness components, (2) the majority of traits showed significant genetic variation, and that (3) thermal stress affected the expression of genetic variation (<i>V<sub>A</sub></i>, <i>h</i><sup>2</sup> or <i>CV<sub>A</sub></i>) in only one third of the cases (25 of 75 analyses, mostly in one clonal species). Moreover, effects were highly species-specific, with genetic variation increasing in 11 and decreasing in 14 cases under stress. Our results hence indicate that thermal stress does not generally affect the expression of genetic variation under laboratory conditions but, nevertheless, increases or decreases genetic variation in specific cases. Consequently, predicting the rate of genetic adaptation might not be generally complicated by environmental variation, but requires a careful case-by-case consideration.</p>

opencc-zeroAug 2020View details →
zenodo32/100

Number of bovine animals tested by age group, reporting country and target group, 2019

<p>The tables contain the number of bovine animals tested by age group, reporting country and target group, 2019</p>

opencc-by-4.0Nov 2020View details →
dryad32/100

Data from: Building genetic networks using relatedness information: a novel approach for the estimation of dispersal and characterization of group structure in social animals

Natal dispersal is an important life history trait driving variation in individual fitness and, therefore, a proper understanding of the factors underlying dispersal behaviour is critical to many fields including population dynamics, behavioural ecology and conservation biology. However, individual dispersal patterns remain difficult to quantify despite many years of research using direct and indirect methods. Here, we quantify dispersal in a single intensively-studied population of the cooperatively breeding chestnut-crowned babbler (Pomatostomus ruficeps) using genetic networks created from the combination of pairwise relatedness data and social networking methods and compare this to dispersal estimates from re-sighting data. Not only does this novel approach identify movements between social groups within our study sites but also provides an estimation of immigration rates of individuals originating outside the study site. Both genetic and re-sighting data indicated that dispersal was strongly female-biased, but the magnitude of dispersal estimates was much greater using genetic data. This suggests that many previous studies relying on mark-recapture data may have significantly underestimated dispersal. An analysis of spatial genetic structure within the sampled population also supports the idea that females are more dispersive, with females having no structure beyond the bounds of their own social group while male genetic structure expands for 750 meters from their social group. Although the genetic network approach we have used is an excellent tool for visualising the social and genetic microstructure of social animals and identifying dispersers, our results also indicate the importance of applying them in parallel with behavioural and life history data.

opencc-zeroDec 2011View details →
zenodo32/100

Number of bovine animals tested by age group, reporting country and target group, 2021

<p>The tables contain the number of bovine animals tested by age group, reporting country and target group, 2021.</p>

opencc-by-4.0Nov 2022View details →
dryad32/100

Individual and collective encoding of risk in animal groups

The need to make fast decisions under risky and uncertain conditions is a widespread problem in the natural world. While there has been extensive work on how individual organisms dynamically modify their behavior to respond appropriately to changing environmental conditions (and how this is encoded in the brain), we know remarkably little about the corresponding aspects of collective information processing in animal groups. For example, many groups appear to show increased "sensitivity" in the presence of perceived threat, as evidenced by the increased frequency and magnitude of repeated cascading waves of behavioral change often observed in fish schools and bird flocks under such circumstances. How such context-dependent changes in collective sensitivity are mediated, however, is unknown. Here we address this question using schooling fish as a model system, focusing on 2 nonexclusive hypotheses: 1) that changes in collective responsiveness result from changes in how individuals respond to social cues (i.e., changes to the properties of the "nodes" in the social network), and 2) that they result from changes made to the structural connectivity of the network itself (i.e., the computation is encoded in the "edges" of the network). We find that despite the fact that perceived risk increases the probability for individuals to initiate an alarm, the context-dependent change in collective sensitivity predominantly results not from changes in how individuals respond to social cues, but instead from how individuals modify the spatial structure, and correspondingly the topology of the network of interactions, within the group. Risk is thus encoded as a collective property, emphasizing that in group-living species individual fitness can depend strongly on coupling between scales of behavioral organization.

opencc-zeroFeb 2022View details →
zenodo32/100

Fig. 4 in From biggest to smallest mud dragons: size-latitude trends in a group of meiobenthic animals worldwide

Fig. 4 Representation of selected size-temperature and size-productivity trends: mean body size and temperature for the global analysis (a), maximum body size and temperature for the eastern Atlantic (b), mean body size and productivity for the western Atlantic (c), and mean body size and

opennotspecifiedJan 2021View details →
zenodo32/100

Fig. 3 in From biggest to smallest mud dragons: size-latitude trends in a group of meiobenthic animals worldwide

Fig. 3 Representation of size-latitude trends between mean (a, b), minimum (c, d) and maximum (e, f) body size and raw values of latitude for the global analysis (left) and the hemisphere analyses (right), depicted separately for allomalorhagids (red dots and lines) and cyclorhagids (cyan dots and lines)

opennotspecifiedJan 2021View details →
zenodo32/100

Fig. 1 in From biggest to smallest mud dragons: size-latitude trends in a group of meiobenthic animals worldwide

Fig. 1 World map with Hammer-Aitoff projection, showing all occurrence records of the phylum Kinorhyncha. Different symbols were used for each coastline (squares = western Atlantic, circles = eastern Atlantic, asterisks = western Pacific, diamonds = eastern Pacific, down-triangles = western Indian, up-triangles = eastern Indian). Drawings at the top

opennotspecifiedJan 2021View details →
zenodo32/100

Fig. 2 Line art drawing representing a in From biggest to smallest mud dragons: size-latitude trends in a group of meiobenthic animals worldwide

Fig. 2 Line art drawing representing a generalized external morphology of a specimen of cyclorhagid Kinorhyncha. Measures used to calculate an approximation of kinorhynch body size are indicated. Abbreviations: LTS, lateral terminal spine; MSW, maximum sternal width; TL; total trunk length

opennotspecifiedJan 2021View details →
dryad32/100

Data from: Number of neighbors instead of group size significantly affects individual vigilance levels in large animal aggregations

The group size effect states that animals living in groups gain anti-predator benefits through reducing vigilance levels as group size increases. A basic assumption of group size effect is that all individuals are equally important for a focal individual, who may adjust its vigilance levels according to social information acquired from them. However, some studies have indicated that neighbors pose greater influences on an individual's vigilance decisions than other group members, especially in large aggregations. Vigilance has also been found to be directed to both predators (anti-predation vigilance) and conspecifics (social vigilance). Central individuals might rely more on social vigilance than peripheral individuals. To test these hypotheses, we examined the effects of flock size, number of neighbors and position within a flock on vigilance and competition of greater white-fronted goose (Anser albifrons) that form large foraging flocks in winter, controlling the effects of other variables (group identity, winter period, and site). We found that individual vigilance levels were significantly affected by number of neighbors and position within a flock, whereas flock size showed no effect. Individuals devoted a large component of vigilance to nearby flock mates. Central individuals directed a relatively larger proportion of vigilance to monitor neighbors than peripheral ones, indicating that central individuals more relied on social information acquired from neighbors, possibly caused by the more blocked visual field of central individuals. Moreover, some social vigilance may function as conducting or preventing agonistic interactions since competition intensity was positively correlated with number of neighbors. Our study therefore demonstrate that the number of neighbors is more important than group size in determining individual vigilance in large animal groups. Further studies are still needed to unravel which neighbors pose greater influence on individual vigilance, and the factors that influence individuals to acquire information from their neighbors to adjust vigilance behaviors.

opencc-zeroDec 2018View details →
dryad32/100

Collective detection based on visual information in animal groups

<p></p><p> We investigate key principles underlying individual, and collective, visual detection of stimuli, and how this relates to the internal structure of groups. While the individual and collective detection principles are generally applicable, we employ a model experimental system of schooling golden shiner fish ( Notemigonus crysoleucas ) to relate theory directly to empirical data, using computational reconstruction of the visual fields of all individuals. This reveals how the external visual information available to each group member depends on the number of individuals in the group, the position within the group, and the location of the external visually detectable stimulus. We find that in small groups, individuals have detection capability in nearly all directions, while in large groups, occlusion by neighbours causes detection capability to vary with position within the group. To understand the principles that drive detection in groups, we formulate a simple, and generally applicable, model that captures how visual detection properties emerge due to geometric scaling of the space occupied by the group and occlusion caused by neighbours. We employ these insights to discuss principles that extend beyond our specific system, such as how collective detection depends on individual body shape, and the size and structure of the group. </p><p></p>

opencc-zeroAug 2021View details →
dryad32/100

Data from: Number of neighbors instead of group size significantly affects individual vigilance levels in large animal aggregations

Open the record for dataset details and reuse information.

publicMar 2020View details →
dryad32/100

Data from: Building genetic networks using relatedness information: a novel approach for the estimation of dispersal and characterization of group structure in social animals

Open the record for dataset details and reuse information.

publicJan 2012View details →
dryad32/100

Species-specific effects of thermal stress on the expression of genetic variation across a diverse group of plant and animal taxa under experimental conditions

Open the record for dataset details and reuse information.

publicAug 2020View details →
dryad32/100

Collective detection based on visual information in animal groups

Open the record for dataset details and reuse information.

publicAug 2021View details →
dryad32/100

Individual and collective encoding of risk in animal groups

Open the record for dataset details and reuse information.

publicFeb 2022View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record