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.
238
datasets available to search
ShareScore release 0.9.0
Dataset results
238 results for “vulnerability data”
Data for: Multi-scale relationships in thermal limits within and between two cold-water frog species uncover different trends in physiological vulnerability
<ol> <li>Critical thermal limits represent an important component of an organism's capacity to cope with future temperature changes. Understanding the drivers of variation in these traits may uncover patterns in physiological vulnerability to climate change. Local temperature extremes have emerged as a major driver of thermal limits, although their effects can be mediated by the exploitation of fine-scale spatial variation in temperature through behavioral thermoregulation.</li> <li>Here, we investigated thermal limits along elevation gradients within and between two cold-water frog species (<em>Ascaphus</em> spp.), one with a coastal distribution (<em>A. truei</em>) and the other with a continental range (<em>A. montanus</em>). We quantified thermal limits for over 700 tadpoles, representing multiple populations from each species. We combined local temporal and fine-scale spatial temperature data to quantify local thermal landscapes (i.e., thermalscapes), including the opportunity for behavioral thermoregulation.</li> <li>Lower thermal limits for either species could not be reached experimentally reached without the water freezing, suggesting that cold tolerance is <0.3℃. In contrast, upper thermal limits varied among populations, but this variation only reflected local temperature extremes in <em>A. montanus</em>, perhaps due to greater variation in stream temperatures across its range. Lastly, we found minimal fine-scale spatial variability in temperature, suggesting limited opportunity for behavioral thermoregulation and thus increased vulnerability to warming for all populations.</li> <li>By quantifying local thermalscapes, we uncovered different trends in the relative vulnerability of populations across elevation for each species. In <em>A. truei</em>, physiological vulnerability decreased with elevation, whereas in <em>A. montanus</em>, all populations were equally physiologically vulnerable. These results highlight how similar environments can differentially shape physiological tolerance and patterns of vulnerability of species, and in turn, impact their vulnerability to future warming. </li> </ol>
BioTechCOACH-ForALL: Development of Mental and Physical Exercise Systems, Clinical Recording, Supervisory Analytical Large-scale Data and Virtual Guidance of Vulnerable Population Groups
ClinicalTrials.gov study NCT03877328. IPD Sharing: Not stated. Countries: 1. Publications: 4.
Data from: Three dimensional tracking of a wide-ranging marine predator: flight heights and vulnerability to offshore wind farms
Open the record for dataset details and reuse information.
Data from: Predicting species’ vulnerability in a massively perturbed system: the fishes of Lake Turkana, Kenya
Open the record for dataset details and reuse information.
Data from: Ecophysiological variation across a forest-ecotone gradient produces divergent climate change vulnerability within species
Open the record for dataset details and reuse information.
Data from: To call or not to call: parents assess the vulnerability of their young before warning them about predators
Open the record for dataset details and reuse information.
Data from: Switching among natal and auxiliary hosts increases vulnerability of Spodoptera exigua (Hübner) (Lepidoptera: Noctuidae) to insecticides
Open the record for dataset details and reuse information.
Data from: Vulnerability mapping as a tool to manage the environmental impacts of oil and gas extraction
Open the record for dataset details and reuse information.
Data from: Assessing vulnerability of functional diversity to species loss: a case study in Mediterranean agricultural systems
Open the record for dataset details and reuse information.
Data from: Conservation phylogeography: does historical diversity contribute to regional vulnerability in European tree frogs (Hyla arborea)
Open the record for dataset details and reuse information.
Data from: A further cost for the sicker sex? Evidence for male-biased parasite-induced vulnerability to predation
Open the record for dataset details and reuse information.
Data from: Effects of domestication on parr maturity, growth, and vulnerability to predation in Atlantic salmon
Open the record for dataset details and reuse information.
Data from: Fire increases drought vulnerability of Quercus alba juveniles by altering forest microclimate and nitrogen availability
Open the record for dataset details and reuse information.
Data from: Trait evolution, resource specialization and vulnerability to plant extinctions among Antillean hummingbirds
Open the record for dataset details and reuse information.
Data from: Generic and specific facets of vulnerability for analyzing trade-offs and synergies in natural resource management
Open the record for dataset details and reuse information.
Data from: Population genetic structure and connectivity of deep-sea stony corals (Order Scleractinia) in the New Zealand region: implications for the conservation and management of Vulnerable Marine Ecosystems
Open the record for dataset details and reuse information.
Data from: Stepping inside the niche: microclimate data are critical for accurate assessment of species’ vulnerability to climate change
Open the record for dataset details and reuse information.
Data from: Rethinking the scale and formulation of indices assessing organism vulnerability to warmer habitats
Open the record for dataset details and reuse information.
Data from: What factors increase the vulnerability of native birds to the impacts of alien birds?
Open the record for dataset details and reuse information.
Data from: The interaction of exposure and warming tolerance determines fish species vulnerability to warming stream temperatures
Open the record for dataset details and reuse information.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.