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.

5,794

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

5,794 results for “exposures”

Learn how ShareScore rates datasets ↗
dryad36/100

Can short-term data accurately model long-term environmental exposures? Investigating the multigenerational adaptation potential of Daphnia magna to environmental concentrations of organic ultraviolet filters

<p>Organic ultraviolet filters (UVFs) are contaminants of concern, ubiquitously found in many aquatic environments due to their use in personal care products to protect against ultraviolet radiation. Research regarding the toxicity of UVFs such as avobenzone, octocrylene and oxybenzone indicates that these chemicals may pose a threat to invertebrate species; however, minimal long-term studies have been conducted to determine how these UVFs may affect continuously exposed populations. The present study modeled the effects of a 5-generation exposure of <em>Daphnia</em> <em>magna</em> to these UVFs at environmental concentrations. Avobenzone and octocrylene resulted in minor, transient decreases in reproduction and wet mass. Oxybenzone exposure resulted in &gt; 40% mortality, 46% decreased reproduction and 4-fold greater reproductive failure over the F0 and F1 generations; however, normal function was largely regained by the F2 generation. These results indicate that <em>Daphnia</em> are able to acclimate over long-term exposures to concentrations of 6.59 μg/L avobenzone, ~0.6 μg/L octocrylene or 16.5 μg/L oxybenzone. This suggests that short-term studies indicating high toxicity may not accurately represent long-term outcomes in wild populations, adding additional complexity to risk assessment practices at a time when many regions are considering or implementing UVF bans in order to protect these most sensitive invertebrate species.</p>

opencc-zeroDec 2022View details →
zenodo36/100

Human Serum Albumin Adductome as an Instant Dosimeter of the Potential Internal Exposure of PM2 .5

<p>This dataset contains observations&nbsp;and indicators for PM2.5 potential internal exposure (PIE)&nbsp;evaluation. The dataset including&nbsp; three csv files:</p> <ol> <li>&nbsp;Surface Plasmon Resonance (SPR) technology monitoring data of human serun albumin (HSA) -water soluble organic molecule( WSOM) interaction</li> <li>HSA-WSOM adductome abundance</li> <li>ADMET evaluation for major contributors</li> </ol> <p>&nbsp;</p> <p>&nbsp;</p>

opencc-by-4.0Dec 2022View details →
dryad36/100

Data from: Population connectivity patterns of genetic diversity, immune responses and exposure to infectious pneumonia in a metapopulation of desert bighorn sheep

<p>Habitat fragmentation is an important driver of biodiversity loss and can be remediated through management actions aimed at maintenance of natural connectivity in metapopulations. Connectivity may protect populations from infectious diseases by preserving immunogenetic diversity and disease resistance. However, connectivity could exacerbate the risk of infectious disease spread across vulnerable populations.</p> <p>We tracked the spread of a novel strain of <em>Mycoplasma ovipneumoniae</em> in a metapopulation of desert bighorn sheep (<em>Ovis canadensis nelsoni</em>) in the Mojave desert to investigate how variation in connectivity among populations influenced disease outcomes.</p> <p><em>M. ovipneumoniae</em> was detected throughout the metapopulation, indicating that the relative isolation of many of these populations did not protect them from pathogen invasion. However, we show that connectivity among bighorn sheep populations was correlated with higher immunogenetic diversity, a protective immune response and lower disease prevalence. Variation in protective immunity predicted infection risk in individual bighorn sheep and was associated with heterozygosity at genetic loci linked to adaptive and innate immune signalling.</p> <p>Together, these findings may indicate that population connectivity maintains immunogenetic diversity in bighorn sheep populations in this system and has direct effects on immune responses in individual bighorn sheep and their susceptibility to infection by a deadly pathogen.</p> <p>Our study suggests that the genetic benefits of population connectivity could outweigh the risk of infectious disease spread and supports conservation management that maintains natural connectivity in metapopulations.</p>

opencc-zeroJan 2023View details →
zenodo36/100

Chytridiomycosis and climate change: exposure to Batrachochytrium dendrobatidis and mild winter conditions do not increase mortality in juvenile agile frogs during hibernation

<p>Datasets and analyses for &quot;Chytridiomycosis and climate change: exposure to <em>Batrachochytrium dendrobatidis</em> and mild winter conditions do not increase mortality in juvenile agile frogs during hibernation&quot; by K&aacute;sler A., Holly D., Herczeg D., Ujszegi J. and Hettyey A., published online on 22nd January 2023 in Animal Conservation.</p> <p><a href="https://doi.org/10.1111/acv.12851">https://doi.org/10.1111/acv.12851</a></p>

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

Internal exposure of Flemish teenagers to environmental pollutants: results of the Flemish Environment and Health Study

<p>Supplementary Information of manuscript &quot;Internal exposure of Flemish teenagers to environmental pollutants: results of the Flemish Environment and Health Study 2017-2018 (FLEHS IV) &quot;</p>

opencc-by-4.0Jan 2023View details →
dryad36/100

Data for: Phenotypic plasticity increases exposure to extreme climatic events that reduce individual fitness

<p>Climate models, and empirical observations, suggest that anthropogenic climate change is leading to changes in the occurrence and severity of extreme climatic events (ECEs). Effects of changes in mean climate on phenology, movement, and demography in animal and plant populations are well documented. In contrast, work exploring the impacts of ECEs on natural populations is less common, at least partially due to the challenges of obtaining sufficient data to study such rare events. Here, we assess the effect of changes in ECE patterns in a long-term study of great tits, near Oxford, over a 56-year period between 1965 and 2020. We document marked changes in the frequency of temperature ECEs, with cold ECEs being twice as frequent in the 1960s than at present, and hot ECEs being ~three times more frequent between 2010 and 2020 than in the 1960s. While the effect of single ECEs was generally quite small, we show that increased exposure to ECEs often reduces reproductive output, and that in some cases, the effect of different types of ECE is synergistic. We further show that long-term temporal changes in phenology, resulting from phenotypic plasticity, lead to an elevated risk of exposure to low-temperature ECEs early in reproduction, and hence suggest that changes in ECE exposure may act as a cost of plasticity. Overall, our analyses reveal a complex set of risks of exposure and effects as ECE patterns change and highlight the importance of considering responses to changes in both mean climate and extreme events. Patterns in exposure and effects of ECEs on natural populations remain underexplored and continued work will be vital to establish the impacts of ECEs on populations in a changing climate.</p>

opencc-zeroMar 2023View details →
zenodo36/100

Appendix Data for Manuscript : Application of OSL surface exposure dating with the use of two-dimensional OSL laser scanning instruments and energy-dispersive x-ray spectroscopy

<p>Appendix Data for Manuscript &#39;Application of OSL surface exposure dating with the use of two-dimensional OSL laser scanning instruments and energy-dispersive x-ray spectroscopy&#39;.</p>

opencc-by-4.0Mar 2023View details →
dryad36/100

Nowhere to escape: The cross-age avian haemosporidian exposure of migrants in Northeast China

<p>Pathogen infection has been progressively recognized as a potential driver of animal migration, and the infection pattern in a certain host may be related to its migration status. Nestling viability can be a crucial life stage in the evolution of the migration cycle but has been irregularly studied to date. In this study, we tested the 'migratory exposure' hypothesis by comparing the prevalence and diversity of avian haemosporidian parasites in the breeding area between two dominant species including adults and nestlings: yellow-rumped flycatcher (<em>Ficedula zanthopygia</em>), which is a summer migratory species, and Japanese tit (<em>Parus minor</em>), which is a local resident species. The yellow-rumped flycatcher harboured more diverse parasite lineages than the Japanese tit, which is in line with the expectation of the 'migratory exposure' hypothesis, while nestlings present a similar but more applicable pattern. Among the 40 unique identified parasite lineages, only one was shared between host species and three between age classes. Nestlings suffered a high parasite diversity with plenty of age-specific lineages in the breeding area, mainly Leucocytozoon, which may suggest an extraordinary selection pressure in the life-stages not just for adults during migration. However, the most common lineages in adults were not detected in nestlings, and the prevalence of infection is significantly lower in nestlings than in adults. Our results suggest that migratory birds may have suffered from more frequent parasite infections during migration, but escaped from more virulent lineages at the same time. The difference in susceptibility and parasite assembly between adults and nestlings in migrants may result from an intricate interaction along the evolution of life history. Our investigations have revealed the significance of avian haemosporidian parasite infection patterns in nestlings in breeding areas, and provide a novel insight into the driving forces of migration.</p>

opencc-zeroMar 2023View details →
dryad36/100

Persisting effects in Daphnia magna following an acute exposure to flowback and produced waters from the Montney Formation

<p>Hydraulic fracturing extracts oil and gas through the injection of water and proppants into subterranean formations. These injected fluids mix with the host rock formation and return to the surface as a complex wastewater containing salts, metals, and organic compounds, termed flowback and produced water (FPW). Previous research indicates that FPW is toxic to <em>Daphnia magna </em>(<em>D. magna</em>), impairing reproduction, molting, and maturation time; however, recovery from FPW has not been extensively studied. Species unable to recover have drastic impacts on populations on the ecological scale; thus, this study sought to understand if recovery from an acute 48 h FPW exposure was possible in the freshwater invertebrate, <em>D. magna</em> by using a combination of physiological and molecular analyses. FPW (0.75%) reduced reproduction by 30% and survivorship to 32% compared to controls. System-level quantitative proteomic analyses demonstrate extensive perturbation of metabolism and protein transport in both 0.25 and 0.75% FPW treatments after a 48 h FPW exposure. Collectively, our data indicate that <em>D. magna</em> are unable to recover from acute 48 h exposures to ≥0.25% FPW, as evidence of toxicity persists for at least 19 days post-exposure. This study highlights the importance of considering persisting effects following FPW remediation when modeling potential spill scenarios.</p>

opencc-zeroMar 2023View details →
dryad36/100

Infectivity of the parasite Metschnikowia bicuspidata is decreased by time spent as a transmission spore, but exposure to phycotoxins in the water column has no effect

<p>Transmission from one host to another is a crucial component of parasite fitness. For some aquatic parasites, transmission occurs via a free-living stage that spends time in the water, awaiting an encounter with a new host. These parasite transmission stages can be impacted by biotic and abiotic factors that influence the parasite's ability to successfully infect or grow in a new host.</p> <p>Here we tested whether time spent in the water column and/or exposure to common cyanobacterial toxins impacted parasite transmission stages. More specifically, we tested whether the infectivity, within-host growth, and virulence of the fungal parasite <em>Metschnikowia bicuspidata </em>changed as a result of time spent in the water or from exposure to cyanotoxins in the water column. We exposed parasite transmission spores to different levels of one of two ecologically important cyanotoxins, microcystin-LR and anatoxin-a, and factorially manipulated the amount of time spores were incubated in water. We removed the toxins and used those same spores to infect one genotype of the common lake zooplankton <em>Daphnia dentifera</em>.</p> <p>We found that cyanotoxins did not impact parasite fitness (infection prevalence and spore yield per infected host) or virulence (host lifetime reproduction and survivorship) at the tested concentrations (10μg/L &amp; 30μg/L). However, we found that spending longer as a transmission spore decreased a spore's chances for successful infection: spores that were only incubated for 24 hours infected approximately 75% of exposed hosts, whereas spores incubated for 10 days infected less than 50% of exposed hosts.</p> <p>We also found a negative relationship between the final spore yield from infected hosts and the proportion of hosts that became infected. In treatments where spores spent longer in the water column prior to encountering a host, infection prevalence was lower (indicating lower per spore infectivity), but each infected host yielded more spores at the end of infection. We hypothesize that this pattern may result from intraspecific parasite competition within the host.</p> <p>Overall, these results suggest that transmission spores of this parasite are not strongly influenced by cyanotoxins in the water column, but that other aspects of spending time in the water strongly influence parasite fitness.</p>

opencc-zeroMar 2023View details →
dryad36/100

Vessel noise exposures of harbour seals from the Wadden Sea

<p>The North Sea faces intense ship traffic owing to increasing human activities at sea. As harbour seals (<em>Phoca vitulina</em>) are abundant top predators in the North Sea, it is hypothesised that they experience repeated, high-amplitude vessel exposures. Here, we test this hypothesis by quantifying vessel noise exposures from deployments of long-term sound and movement tags (DTAGs) on nine harbour seals from the Wadden Sea. An automated tool was developed to detect intervals of elevated noise in the sound recordings. An assessment by multiple raters was performed to classify the source as either vessels or other sounds. A total of 133 vessel passes were identified with received levels &gt;97 dB re 1µPa RMS in the 2 kHz decidecade band and with ambient noise &gt;6 dB below this detection threshold. Tagged seals spent most of their time within Marine Protected Areas (89 ± 13%, mean ± SD) and were exposed to high-amplitude vessel passes 4.3 ± 1.6 times per day. Only 32% of vessel passes were plausibly associated with an AIS-registered vessel. We conclude that seals in industrialized waters are exposed repeatedly to vessel noise, even in areas designated as protected, and that exposures are poorly predicted by AIS data.</p>

opencc-zeroApr 2023View details →
zenodo36/100

Dataset for 'Heat and Humidity Exposure in Mega-cities - an Applied Tool for Energy and Water Harvesting Technologies'

<p>This is the dataset for the article named &#39;<strong>Heat and Humidity Exposure in Mega-cities - an Applied Tool for Energy and Water Harvesting Technologies </strong>&#39;</p>

opencc-by-4.0Apr 2023View details →
dryad36/100

Regional and global climate risks for reef corals: incorporating species-specific vulnerability and exposure to climate hazards

<p>Climate change is driving rapid and widespread erosion of the environmental conditions that formerly supported species persistence. Existing projections of climate change typically focus on forecasts of acute environmental anomalies and global extinction risks. The current projections also frequently consider all species within a broad taxonomic group together without differentiating species-specific patterns. Consequently, we still know little about the explicit dimensions of climate risk (i.e., species-specific vulnerability, exposure and hazard) that are vital for predicting future biodiversity responses (e.g., adaptation, migration) and developing management and conservation strategies. Here, we use reef corals as model organisms (n = 741 species) to project the extent of regional and global climate risks of marine organisms into the future. We characterise species-specific vulnerability based on the global geographic range and historical environmental conditions (1900–1994) of each coral species within their ranges and quantify the projected exposure to climate hazard beyond the historical conditions as climate risk. We show that many coral species will experience a complete loss of pre-modern climate analogs at the regional scale and across their entire distributional ranges, and such exposure to hazardous conditions is predicted to pose substantial regional and global climate risks to reef corals. Although high-latitude regions may provide climate refugia for some tropical corals until the mid-21st century, they will not become a universal haven for all corals. Notably, high-latitude specialists and species with small geographic ranges remain particularly vulnerable as they tend to possess limited capacities to avoid climate risks (e.g., via adaptive and migratory responses). Predicted climate risks are amplified substantially under the SSP5-8.5 compared with the SSP1-2.6 scenario, highlighting the need for stringent emission controls. Our projections of both regional and global climate risks offer unique opportunities to facilitate climate action at spatial scales relevant to conservation and management.</p>

opencc-zeroApr 2023View details →
zenodo36/100

Locomotor Responses of Utricular Mutants to High Magnetic Field Exposure

<p>Wild-type mice or head-tilt (het) or tilted (tlt) mutant mice were exposed to &nbsp;static&nbsp;14.1 T magnetic field, or sham-exposed,&nbsp;for 30 min; locomotor activity was recorded for 2 minutes after exposure. The het and tlt mice lack otoconia in the inner ear, and are unresponsive to vestibular&nbsp;linear acceleration.&nbsp;After magnetic field exposure, wild-type mice and tlt mice&nbsp;show suppressed rearing and tight counter-clockwise circling. The&nbsp;het mutant mice do not show circling nor is their rearing suppressed. This suggests that otoconia, or a function that depends on otoconia, are required for full vestibular responsiveness to magnetic fields.</p>

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

COVID-19 and Traffic Safety: Exploring Exposure, Crash Frequency and Severity, and Roadway and Network Design

<p>Early COVID-19 lockdowns in the first half of 2020 largely kept people at home, thereby reducing motor vehicle traffic levels. Theoretically, reduced traffic exposure should have resulted in reduced motor vehicle crashes. However, a variety of factors may have complicated this relationship. In order to better understand the impact of COVID-19 lockdowns on traffic safety outcomes, we explore fatalities, injuries, and total crashes before and during the lockdowns on both the national and state levels. We provide descriptive statistics and create negative binomial regressions exploring the role of vehicle, user, and built environment factors on traffic safety outcomes. Findings suggest that crash counts in Region 6 were 35%-50% lower in 2020 during the COVID-19 lockdowns. Crashes that occurred during the COVID-19 lockdowns were more likely to be more severe. Fatal pedestrian crashes across the U.S. decreased during COVID-19 (although not as much as overall fatal crashes) and fatal bicyclist crash counts increased. Drunk drivers were less prevalent in nationwide fatalities but more prevalent in overall Region 6 crashes. Overall, crashes were more likely single-vehicle fixed-object or rollover crashes involving unsafe speeds. In Texas, suburban areas saw the most crashes before and during COVID-19, although they also saw the greatest decrease. Rural Texas crashes were most likely to result in a fatality or serious injury, and that likelihood got worse during the COVID-19 lockdowns. While Texas freeways and arterials saw the largest decreases in crash counts, these functional classifications still had the most crashes. Urban interstates and rural local roads in Texas were notable because these two functional classifications actually saw increases in the number of fatal and serious injury crashes during COVID-19 lockdowns.</p>

opencc-by-4.0Jul 2022View details →
dryad36/100

Pesticide exposure enhances dominance patterns in a zooplankton community

<p>Exposure to pesticides can profoundly alter community dynamics. It is expected that dominance patterns will be enhanced or reduced depending on whether the dominant species is less or more sensitive to the pesticide than the subdominant species. Community dynamics are, however, also determined by processes linked to population growth as well as competition at carrying capacity. Here, we used a mesocosm experiment to quantify the effect of chlorpyrifos exposure on the population dynamics of four cladoceran species (<em>Daphnia magna, D. pulicaria, D. galeata </em>and<em> Scapholeberis mucronata</em>) in mixed cultures, testing for direct effects of chlorpyrifos and indirect effects mediated by interactions with other species on timing of population growth and dominance at carrying capacity. We also quantified whether the pesticide-induced changes in community dynamics affect top-down control of phytoplankton. By adding a treatment in which we used different genotype combinations of each species, we also tested to what extent genetic composition affects community responses to pesticide exposure. Immobilization tests showed that <em>D. magna</em> is the least sensitive to chlorpyrifos of the tested species. Chlorpyrifos exposure first led to a reduction in the abundance of <em>D. galeata</em> to the benefit of <em>D. pulicaria</em>, and subsequently to a reduction in densities of <em>D</em>. <em>pulicaria</em> to the benefit of <em>D. magna</em>. This resulted in <em>D</em>. <em>magna</em> being more dominant in the pesticide than in the control treatment by the end of the experiment. There was no effect of genotypic differences on community patterns, and top-down control of phytoplankton was high in all treatments. Our results suggest that in this community dominance patterns are enhanced in line with the observed among-species differences in sensitivity to the pesticide. Our results also show that the development of the community in the pesticide treatment is a complex interaction between direct and indirect effects of the pesticide.</p>

opencc-zeroJun 2023View details →
dryad36/100

Data for: Responses to saltwater exposure vary across species, populations, and life-stages in anuran amphibians

<p><span>To predict the impacts of environmental change on species, we must first understand the factors that limit the present-day ranges of species. Most anuran amphibians cannot survive at elevated salinities, which may drive their distribution in coastal locations. Previous research showed that coastal <em>Hyla cinerea</em> are locally adapted to brackish habitats in North Carolina (USA). Although <em>Hyla squirella</em> and <em>Hyla chrysoscelis </em>both inhabit coastal wetlands nearby, they have not been observed in saline habitats. We take advantage of naturally occurring microgeographic variation in coastal wetland occupancy exhibited by these congeneric treefrog species to explore how salt exposure affects oviposition site choice, hatching success, early tadpole survival, plasma osmolality, and tadpole body condition across coastal and inland locations. We observed higher survival among coastal</span><span> <em>H. cinerea</em> tadpoles than inland <em>H. cinerea</em>, which corroborates previous findings. But contrary to expectations, coastal <em>H. cinerea</em> had lower survival than <em>H. squirella</em> and <em>H. chrysoscelis</em>, indicating that all three species may be able to persist in saline wetlands. We also observed differences in tadpole plasma osmolality across species, locations, and salinities, but these differences were not associated with survival rates in saltwater. Instead, coastal occupancy may be affected by stage-specific processes like higher probability of total clutch loss as shown by inland <em>H. chrysoscelis</em> or maladaptive egg deposition patterns as shown by inland <em>H. squirella</em>. </span><span>Although we expected saltwater to be the primary filter driving species distributions along a coastal salinity gradient, it is likely that the factors dictating anuran ranges along the coast involve stage-, species-, and location specific processes that are mediated by ecological processes and life history traits.</span></p>

opencc-zeroJul 2023View details →
zenodo36/100

Incorporating real-time traffic data into air quality mapping uncovers more severe exposure disparities at the community level

<p>Data and codes for the XGBoost model training in our manuscript titled &quot;Incorporating real-time traffic data into air quality mapping uncovers more severe exposure disparities at the community level&quot;</p>

opencc-by-4.0Jul 2023View details →
dryad36/100

Dataset for: Utilizing high-resolution genetic markers to track population-level exposure of migratory birds to renewable energy development

<p class="MsoNormal"><span>With new motivation to increase the proportion of energy demands met by zero-carbon sources, there is a greater focus on efforts to assess and mitigate the impacts of renewable energy development on sensitive ecosystems and wildlife, of which birds are of particular interest. One challenge for researchers, due in part to a lack of appropriate tools, has been estimating the effects from such development on individual breeding populations of migratory birds. To help address this, we utilize a newly developed, high-resolution genetic tagging method to rapidly identify the breeding population of origin of carcasses recovered from renewable energy facilities and combine them with maps of genetic variation across geographic space (called 'genoscapes') for five species of migratory birds known to be exposed to energy development, to assess the extent of population-level effects on migratory birds. We demonstrate that most avian remains collected were from the largest populations of a given species. In contrast, those remains from smaller, declining populations made up a smaller percentage of the total number of birds assayed. Results suggest that application of this genetic tagging method can successfully define population-level exposure to renewable energy development and may be a powerful tool to inform future siting and mitigation activities associated with renewable energy programs.</span></p>

opencc-zeroAug 2023View details →
dryad36/100

Data from: Developmental exposure to the Parkinson's disease-associated organochlorine pesticide dieldrin alters dopamine neurotransmission in α-synuclein pre-formed fibril (PFF)-injected mice

<p>Parkinson's disease (PD) is the fastest-growing neurological diseases worldwide, with increases outpacing aging and most rapid in recently industrialized areas, suggesting the role of environmental factors. Together, epidemiological studies, post-mortem analysis and mechanistic studies suggest that exposure to persistent organic pollutants, including the organochlorine pesticide dieldrin, increases PD risk. In mouse models, developmental dieldrin exposure causes male-specific exacerbation of neuronal susceptibility to MPTP and synucleinopathy. Specifically, developmental dieldrin exposure induces male-specific exacerbation of toxicity in the α-synuclein (α-syn) pre-formed fibril (PFF) model with increased deficits in striatal dopamine (DA) turnover and motor deficits on the challenging beam. Here, we hypothesized that alterations in DA handling contribute to the observed changes and assessed vesicular monoamine transporter 2 (VMAT2) function and DA release in this dieldrin/PFF two-hit model. Female C57BL/6 mice were exposed to 0.3 mg/kg dieldrin or vehicle every 3 days by feeding, starting at 8 weeks of age by ingestion and continuing throughout breeding, gestation, and lactation. Male offspring from independent litters underwent unilateral, intrastriatal injections of α-syn PFFs at 12 weeks of age and vesicular <sup>3</sup>H-DA uptake assays and fast-scan cyclic voltammetry (FSCV) were performed at 4 months post-PFF injection. We observed a dieldrin-induced increase in DA release in striatal slices in PFF-injected animals, but no change in VMAT2 activity. These results suggest that developmental dieldrin exposure increases a compensatory response to synucleinopathy-triggered striatal DA loss and supports our hypothesis that alterations in DA handling may underly the observed exacerbation of PFF-induced deficits in motor behavior and DA turnover.</p>

opencc-zeroAug 2023View 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.