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.

12,662

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

12,662 results for “linking”

Learn how ShareScore rates datasets ↗
zenodo28/100

FIGURE 10 in Shrimps of the genus Periclimenes (Crustacea, Decapoda, Palaemonidae) associated with mushroom corals (Scleractinia, Fungiidae): linking DNA barcodes to morphology

FIGURE 10 Periclimenes subcorallum sp. nov., ovigerous female paratype (pocl. 1.45 mm), RMNH.CRUS.D.57575. A, rostrum and anterior appendages, dorsal view; B, idem, lateral view; C, left mandible; D, left maxil- lula; E, left maxilla; F, left first maxilliped; G, fourth thoracic sternites Downloadedandfrom proximal Brill.com segments 12/12/of 2023first03:02:30PM via Open Access. This is an open access article distributed under the terms pereiopods. Scale bar: A, B = 1 mm; C–F = 0.2 mmof; G the= 0.4 mm prevailing. CC-BY license at the time of publication. https://creativecommons.org/licenses/by/4.0/

opencc-by-4.0Jun 2019View details →
zenodo28/100

FIGURE 7 A–B in Shrimps of the genus Periclimenes (Crustacea, Decapoda, Palaemonidae) associated with mushroom corals (Scleractinia, Fungiidae): linking DNA barcodes to morphology

FIGURE 7 A–B, Periclimenes watamuae Bruce, 1976a, ovigerous female; C–D, Periclimenes incertus Borradaile, 1915. A, stn LEM.26, on Lobactis scutaria; B, stn TER.16, on Polyphyllia talpina; C–D, stn SEM.48, on sponge: C, ovigerous female; D, male.

opencc-by-4.0Jun 2019View details →
zenodo28/100

The causal links between gut microbiota and diabetic nephropathy: A Mendelian randomization study. Supplementary material

Open the record for dataset details and reuse information.

opencc-by-4.0Dec 2023View details →
zenodo28/100

Dataset related to article "Identification of a gut-microbiota signature linked to epileptogenesis in a rat model of acquired epilepsy"

<p>Five excel files containing data related to the article</p>

opencc-by-4.0Dec 2023View details →
zenodo28/100

Simulation data for "Tuning Adhesion and Energy Dissipation in Polymer Films between Solid Surfaces via Grafting and Cross-Linking"

<p>LAMMPS input and data files, Jupyter notebooks used for the analysis of the MD simulations.</p>

opencc-by-4.0Jan 2024View details →
zenodo28/100

An integrated single-cell RNA-seq atlas of the mouse hypothalamic paraventricular nucleus links transcriptional and function types

<p>The hypothalamic paraventricular nucleus (PVN) is a highly complex brain region that is crucial for homeostatic<br> regulation through neuroendocrine signalling, outflow of the autonomic nervous system (ANS), and projections<br> to other brain areas. The past years, single-cell datasets of the hypothalamus have contributed immensely<br> to the current understanding of the diverse hypothalamic cellular composition. While the PVN has been<br> adequately classified functionally, its molecular classification is currently still insufficient.</p> <p>To address this, we created a detailed atlas of PVN transcriptional cell types by integrating various PVN<br> single-cell datasets into a recently published hypothalamus single-cell transcriptome atlas. Furthermore, we<br> functionally profiled transcriptional cell types, based on relevant literature, existing retrograde tracing data<br> and existing single-cell data of a PVN-projection target region.</p>

opencc-by-4.0Jul 2023View details →
zenodo28/100

Data and R code linked to the paper "The human metatarsal from Sedia del Diavolo"

<p>Data and R code to reproduce the results reported in "The human metatarsal from Sedia del Diavolo"</p>

opencc-by-4.0Oct 2023View details →
zenodo28/100

Left atrial polygenic scores for "Deep Learning of Left Atrial Structure and Function Provides Link to Atrial Fibrillation Risk"

Open the record for dataset details and reuse information.

opencc-zeroMar 2024View details →
zenodo28/100

Code for "Dynamic pathway linking Pakistan flooding to East Asian heatwaves"

Open the record for dataset details and reuse information.

opencc-by-4.0Mar 2024View details →
zenodo28/100

Supplementary material 1 from: Hachtmann M (2024) Linking sufficiency and the protection of biodiversity: An issue of political implications, framing, descriptiveness and interdisciplinarity? Nature Conservation 55: 83-102. https://doi.org/10.3897/natureconservation.55.118243

Analysed publications

opencc-zeroMar 2024View details →
zenodo28/100

RepoFromPaper Repository Implementation Link Testing Dataset

Open the record for dataset details and reuse information.

opencc-by-4.0Apr 2024View details →
dryad28/100

A supergene underlies linked variation in color and morphology in a Holarctic songbird

<p>The genetic architecture of a phenotype can have considerable effects on the evolution of a trait or species. Characterizing genetic architecture provides insight into the complexity of a given phenotype and, potentially, the role of the phenotype in evolutionary processes like speciation. We use genome sequences to investigate the genetic basis of phenotypic variation in redpoll finches (<i>Acanthis</i> spp.). We demonstrate that variation in redpoll phenotype is broadly controlled by a ~55-Mb chromosomal inversion. Within this inversion, we find multiple candidate genes related to melanogenesis, carotenoid coloration, and bill shape, suggesting the inversion acts as a supergene controlling multiple linked traits. A latitudinal gradient in ecotype distribution suggests supergene driven variation in color and bill morphology are likely under environmental selection, maintaining supergene haplotypes as a balanced polymorphism. Our results provide a mechanism for the maintenance of ecotype variation in redpolls despite a genome largely homogenized by gene flow.</p>

opencc-zeroOct 2021View details →
dryad28/100

Linking biotic homogenisation with large-scale changes of species' associations

<p><span><span>This is the dataset used for the manuscript</span></span><em> Linking biotic homogenisation with large-scalechanges of species' associations</em></p> <p><span><span><b>Aim: </b><span>The impact of global change on biodiversity is commonly assessed in terms of changes in species distributions, community richness and community composition. Whether and how much associations between species, </span><i><span>i.e.</span></i><span> the degree of correlation in their spatial co-occurrence, </span><span>are also </span><span>chang</span><span>ing</span><span> is much less documented and mostly limited to local studies of ecological networks. </span><span>Here, we propose to quantify the large-scale patterns and changes of species' associations in bird communities</span><span> in relation to modifications in species composition</span><span>.</span></span></span></p> <p><span><span><b>Location:</b><span> France.</span></span></span></p> <p><span><span><b>Time period:</b><span> 2001-2017.</span></span></span></p> <p><span><span><b>Major taxa studied:</b><span> Common breeding birds.</span></span></span></p> <p><span><span><b>Methods: </b><span>We use network approaches to build three community-aggregated indices reflecting complementary aspects of species' associations. We characterise the spatio-temporal heterogeneity and dynamics of these indices using a large</span><span>-</span><span>scale</span><span> and high-resolution dataset of bird co-abundances of more than 100 species</span><span> monitored</span><span> for 17 years (2001-2017) from 1,969 sites across France. We </span><span>finally</span><span> test whether spatial and temporal changes in species association networks are related to species homogenisation estimated as the spatio-temporal dynamics of β-diversity</span><span>.</span></span></span></p> <p><span><span><b>Results: </b><span>We document non-random spatial distribution of both structure and temporal changes in species association networks.</span><span> W</span><span>e </span><span>also </span><span>report a</span><span> directional change in </span><span>association-based</span><span> indices </span><span>with</span><span> β-diversity </span><span>modifications </span><span>in space and time, suggesting a hitherto overlooked aspect of biotic homogenisation affecting species' associations.</span></span></span></p> <p><span><span><b>Main Conclusions: </b><span>Although species association networks are only approximations of species</span><span>'</span><span> interactions, our study highlights that</span><span> the modifications of</span><span> species association networ</span><span>ks </span><span>have to be considered</span><span>,</span><span> in addition to species </span><span>turnover</span><span>,</span><span> as biodiversity</span><span> fac</span><span>es </span><span>global change.</span></span></span></p> <p><span><span><span><b>Keywords:</b> Avifauna, β-diversity, homogenisation, community, interaction network, species' association.</span></span></span></p>

opencc-zeroJan 2022View details →
dryad28/100

Data from: Linking radial growth patterns and moderate-severity disturbance dynamics in boreal old-growth forests driven by recurrent insect outbreaks: a tale of opportunities, successes, and failures

<p>In boreal landscapes, emphasis is currently placed on close-to-nature management strategies, which aim to maintain the biodiversity and ecosystem services related to old-growth forests. The success of these strategies, however, depends on an accurate understanding of the dynamics within these forests. This study aims to reconstruct the disturbance and post-disturbance dynamics in boreal old-growth forests that are driven by recurrent moderate-severity disturbances. We studied eight old-growth forests in Québec, Canada, that has recorded recurrent and moderate to severe spruce budworm (Choristoneura fumiferana [Clem.]) outbreaks over the 20th century. To reconstruct the disturbance history and the post-disturbance dynamics of the study sites, we used dendrochronological data and k-means clustering to identify growth releases and growth patterns in the studied trees. We identified nine growth patterns; these patterns represented trees differing in age, size, and canopy layer, and indicated different tree histories. Spruce budworm outbreaks caused recurrent moderate-severity disturbances within the study sites. The canopy gaps created by these disturbances were filled mainly by understorey trees, which responded by single and significant increases in radial growth and height. In contrast, overstorey trees had little influence on gap filling; thus, trees were mostly from the dominant and codominant canopy layers. Our study underlines the resistance of boreal old-growth forests to recurrent and moderate-severity disturbances, as understorey trees can rapidly fill the resulting gaps. However, trees that are unable to attain the canopy following the disturbance then tend to remain in the lower canopy layers. Therefore, reaching the canopy represents a once-in-a-lifetime opportunity, where success or failure depends on a relatively short window of time. This gap-filling dynamic produces, however, a vertical structure that is often similar to the expected structure in even-aged forests. Our results highlight the efficacy of identifying tree growth patterns to reconstruct stand disturbance dynamics and contribute to developing closer to nature forest management strategies.</p>

opencc-zeroNov 2021View details →
zenodo28/100

Teaser | Introduction to Linked Open Data in Linguistics

<p>Professor Julia Bosque-Gil (University of Zaragoza, Spain) introduces the course she will lecture with Professor Thierry Declerck (German Research Center for Artificial Intelligence) in <em>Lisbon Summer School in Linguistics 2021</em>: &quot;Introduction to Linked Open Data in Linguistics&quot;.</p> <p>Further information: https://clunl.fcsh.unl.pt/en/lisbon-summer-school-in-linguistics-2021/</p>

opencc-by-4.0Nov 2021View details →
zenodo28/100

FIGURE 8 in The Imaginal Characters of Cincticostella gosei (Allen, 1975) linking the genus Cincticostella Allen, 1971 to Ephacerella Paclt, 1994 (Ephemeroptera: Ephemerellidae)

FIGURE 8. Habitat of Cincticostella gosei in Tianmu mountain (Zhejiang Province, Eastern China).

opennotspecifiedDec 2021View details →
dryad28/100

Possible link between brain size and flight mode in birds: Does soaring ease the energetic cost of the brain?

<p>Elucidating determinants of interspecies variation in brain size has been a long-standing challenge in cognitive and evolutionary ecology. As the brain is an energetically expensive organ, energetic tradeoffs among organs are considered to play a key role in brain size evolution. This study examined the tradeoff between the brain and locomotion in birds by testing the relationship between brain size, flight modes with different energetic costs (flapping and soaring), and migratory behavior, using published data on the whole-brain mass of 2,242 species. According to comparative analyses considering phylogeny and body mass, soarers, who can gain kinetic energy from wind shear or thermals and consequently save flight costs, have larger brains than flappers among migratory birds. Meanwhile, the brain size difference was not consistent in residents, and the size variation appeared much larger than that in migrants. In addition, the brain size of migratory birds was smaller than that of resident birds among flappers, whereas this property was not significant in soarers. Although further research is needed to draw a definitive conclusion, these findings provide further support for the energetic tradeoff of the brain with flight and migratory movements in birds and advance the idea that a locomotion mode with lower energetic cost could be a driver of encephalization during the evolution of the brain.</p>

opencc-zeroDec 2021View details →
zenodo28/100

Stopover use of a large estuarine wetland by dunlins during spring and autumn migrations: linking local refuelling conditions to migratory strategies

<p>1. Carbon and nitrogen stable isotope values measured in blood (plasma and red blood cells) and toenails of dunlins (<em>Calidris alpina</em>) captured at the Tagus estuary, Portugal, during spring and autumn migrations.</p> <p>2. Biometric and haematological parameters of dunlins (<em>Calidris alpina</em>) captured at the Tagus estuary, Portugal, during spring and autumn migrations.</p> <p>3. Biometric parameters and plasma metabolite concentrations of dunlins (<em>Calidris alpina</em>) captured at the Tagus estuary, Portugal, during spring and autumn migrations.</p>

opencc-by-4.0Dec 2021View details →
dryad28/100

No link between population isolation and speciation rate in squamate reptiles

<p>Rates of species formation vary widely across the tree of life and contribute to massive disparities in species richness among clades. This variation can emerge from differences in metapopulation-level processes that affect the rates at which lineages diverge, persist, and evolve reproductive barriers and ecological differentiation. For example, populations that evolve reproductive barriers quickly should form new species at faster rates than populations that acquire reproductive barriers more slowly. This expectation implicitly links microevolutionary processes (the evolution of populations) and macroevolutionary patterns (the profound disparity in speciation rate across taxa). Here, leveraging extensive field sampling from the Neotropical Cerrado biome in a biogeographically-controlled natural experiment, we test the role of an important microevolutionary process – the propensity for population isolation – as a control on speciation rate in lizards and snakes. By quantifying population genomic structure across a set of co-distributed taxa with extensive and phylogenetically independent variation in speciation rate, we show that broad-scale patterns of species formation are decoupled from demographic and genetic processes that promote the formation of population isolates. Population isolation is likely a critical stage of speciation for many taxa, but our results suggest that interspecific variability in the propensity for isolation has little influence on speciation rates. These results suggest that other stages of speciation – including the rate at which reproductive barriers evolve and the extent to which newly formed populations persist – are likely to play a larger role than population isolation in controlling speciation rate variation in squamates.</p>

opencc-zeroDec 2021View details →
zenodo28/100

Network Analysis to Identify Critical Links for Relief Activities During Extreme Weather Events

<p>As one of the principal lifeline systems, transportation networks are crucial for evacuation and delivering essential resources and services during the response and recovery phases of extreme weather events and must remain intact to enhance regional resiliency. The conventional evaluation measures that estimate the vulnerability or criticality of road network based on travel time or link volumes do not capture the community impacts due to disruptions. This study seeks to develop a framework to evaluate road network infrastructure criticality during extreme weather events by introducing measures that evaluate the vulnerability of roads users, rather than the physical aspects of link importance. The research develops an innovative approach that integrates three important concepts including hurricane evacuation behavior, community impacts, and road criticality to identify the critical links. Results show that the critical links for vulnerable populations during evacuation do not always align with conventional link-based measures. This highlights the importance of using a performance measure that takes the social vulnerability of road users into consideration when identifying the criticality of a road network and planning for fortification of links to avoid irreversible consequences for vulnerable population groups. Furthermore, decision-making that considers the risks to different communities may lead to a more effective distribution of resources and help support a timely and safe evacuation from disaster events by strengthening the preservation of critical infrastructure links.</p>

opencc-by-4.0Jul 2021View 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

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.