Find research datasets worth reusing
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5,061
datasets available to search
ShareScore release 0.7.1
Dataset results
5,061 results for “access”
Human access constrains optimal foraging and habitat availability in an avian generalist
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Data from: Digitizing extant bat diversity: an open-access repository of 3D μCT-scanned skulls for research and education
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Code from: The retinal age gap: An affordable and highly accessible biomarker for population-wide disease screening across the globe
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Data and code from: Spatially-explicit foraging by an apex predator linked to nearshore prey and their accessibility in lakes
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Phylogenetic trees and sequences accession numbers list of the new species Viola evoluta
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Data from: An accessible metagenomic strategy allows for better characterization of invertebrate bulk samples
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Data from: Access to resources buffers against effects of current reproduction on future ability to provide care in a burying beetle
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Single-cell chromatin accessibility profiling reveals a self-renewing muscle satellite cell state
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Data for: Information accessibility, accounting manipulation, and sustainable development of digital enterprises: Based on double moderating effect model and panel PSM-DID method
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Genetic and fitness measurements of Brighamia accessions for APPS
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An open-access database of infectious disease transmission trees to explore superspreader epidemiology
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Dataset associated with the manuscript: Soil management legacy interacts with wheat genotype to determine access to organic N in a dryland system
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Plastid phylogenomics uncovers multiple species in Medicago truncatula (Fabaceae) germplasm accessions
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Tree canopy accession strategy changes along the latitudinal gradient of temperate Northeast Asia
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The effects of the Medicare NCS reimbursement policy: utilization, payments, and patient access
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Data from: Trade-offs between forage availability, accessibility, and predation risk on winter foraging strategies of wood bison (Bison bison athabascae)
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Spatial Access Ratio, Albuquerque, NM
GIS-based spatial access measures have been used extensively to monitor social equity and to help develop policy and planning for provision of public services. However, uncertainties in the road datasets used to calculate measures of spatial access remain largely underreported. These uncertainties might result in biases within decision-making that strives for social equity based on seemingly egalitarian accessibility metrics. To better understand and address these uncertainties, we evaluated variations in travel impedance resulting from street layer uncertainty (e.g. proprietary, free, and volunteer-information-based streets) and its propagation in a multi-modal enhanced 2-step floating catchment area (MM-E2SFCA) model of spatial accessibility for car and bus transportation, using datasets in the metropolitan area of Albuquerque, NM, USA. We proposed and demonstrated a novel approach as a solution – the spatial access ratio (SPAR). Results indicate that travel impedance disagreement among different street sources propagate through the modeling process to effect Spatial Access Index (SPAI) estimates. Less urbanized regions were found to experience higher street-source variations when compared with the core-metropolitan area. SPAR reduced uncertainties introduced by the choice of model parameter or street datasets, providing a suitable alternative to SPAI for analyses that do not require an absolute measure of supply to demand ratio. Careful selection of street source data and consideration of the potential for bias, particularly for less urbanized areas and areas reliant on public transportation, is warranted when leveraging SPAI to inform policy.
Household accessibility to heat refuges: Residential air conditioning, public cooled space, and walkability
Access to air conditioned space has been identified as a critical protective element that can mitigate the adverse health effects of heat waves. However, there is limited knowledge of where this resource exists in cities. While many cities have deployed networks of sponsored cooling centers their location is likely to be inadequately informed with respect to the location of existing resources. This study explores the distribution of in-home air-conditioning and household access to public cooling resources in Maricopa County, AZ. There are significant variations in the distribution of private and public air conditioned space and there are areas where access to these spaces is limited which could increase health risks during periods of extreme heat.
An accessible scheme for monitoring free-roaming cat population trends
Data and R scripts for article: "An accessible scheme for monitoring free-roaming cat population trends" published in Ecology and Evolution, Wiley.
Scaling the Paywall: How Unpaywall Improves Open Access
<p><strong>Episode Summary:</strong></p> <p>In this episode we are discussing Unpaywall. Unpaywall is a database and browser extension that legally searches for Open Access versions of research papers. Our interview guest will be Heather Piwowar who co-developed and manages Unpaywall. We will cover how and why Unpaywall was developed, and the issues with current Open Science tools.</p> <p><strong>Resources and Links:</strong></p> <ul> <li><a href="http://unpaywall.org/">http://unpaywall.org/</a></li> <li><a href="https://twitter.com/researchremix">Heather Piwowar Twitter</a></li> <li><a href="https://impactstory.org/">Impact Story</a></li> <li>Nature article: <a href="https://www.nature.com/articles/d41586-018-05968-3?utm_source=twt_nnc&utm_medium=social&utm_campaign=naturenews&sf195583441=1">How Unpaywall is transforming open science</a></li> </ul> <p><strong>Episode Quotes:</strong></p> <p>“It is cool to see the green unlock icon, which if you click it takes you immediately to a free article, right beside a big box on a publisher’s page that says ‘$39 to view’. It feels like we are really unlocking the power of Open Access”.</p>
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.