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.
1,855
datasets available to search
ShareScore release 0.9.0
Dataset results
1,855 results for “Framework”
Species interactions and diversity: a unified framework using Hill numbers
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Data for: A temporal–spatial framework for efficient heat flux monitoring of transient boiling
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Data from: Application of a trait‐based species screening framework for vegetation restoration in a tropical coral island of China
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Multifaceted framework for defining conservation units: An example from Atlantic salmon (Salmo salar) in Canada
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Data from: Magnetic covalent organic frameworks (mcofs): A sustainable solution for emerging organic contaminants (Eocs) from the river
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Framework for virtual education of COVID-19 vaccines for Mandarin-speaking learners: An educational intervention module
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Data from: Applying invasion biology frameworks to predict impacts of range-expanding predators
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A gap analysis modeling framework to prioritize collecting for ex situ conservation of crop landraces
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Data from: The roles of non-production vegetation in agroecosystems: a research framework for filling process knowledge gaps in a social-ecological context
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Data from: Towards a better ecological understanding of metacommunity stability: A multiscale framework to disentangle population variability and synchrony effects
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Data from: A mathematical framework for the quantitative analysis of genetic buffering
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Data and code from: PathVGAE: A path-based variational graph autoencoder framework for ranking centrality in road networks
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Data from: A trait-based framework for discerning drivers of species co-occurrence across heterogeneous landscapes
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Data for: An advanced systems biology framework of feature engineering for cold tolerance genes discovery from integrated omics and non-omics data in soybean
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Data from: Using a participatory impact assessment framework to evaluate a community-led mangrove and fisheries conservation approach in West Kalimantan, Indonesia
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Data from: Modeling multilocus selection in an individual-based, spatially-explicit landscape genetics framework
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Heat alters diverse thermal tolerance mechanisms: an organismal framework for studying climate change effects in a wild bird
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A new tree-based methodological framework to infer the evolutionary history of Mesopolyploid lineages: An application to the Brassiceae tribe (Brassicaceae)
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Data from: Smart self-propelled particles: A framework to investigate the cognitive bases of movement
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Exploring intraspecific and interspecific variation of coral reef algae using a novel trait-based framework
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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.