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.
3,947
datasets available to search
ShareScore release 0.9.0
Dataset results
3,947 results for “Requirement”
Data from: Only helpful when required: a longevity cost of harbouring defensive symbionts
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Essential amino acid requirements of granivorous and omnivorous songbirds and the provision of natural foods
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Data from: High-density lipoprotein receptor SCARB1 is required for carotenoid coloration in birds
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Data from: Long-lived groupers require structurally stable reefs in the face of repeated climate change disturbances
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Bringing Back the Manchester Argus Coenonympha tullia ssp. davus (Fabricius 1777): Quantifying the habitat resource requirements to inform the successful reintroduction of a specialist peatland butterfly
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Sensory transduction is required for development of hair cell synapses
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Data from: Crimson spotted rainbowfish (Melanotaenia duboulayi) change their spatial position according to nutritional requirement
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Data from: Dispersal ability and habitat requirements determine landscape-level genetic patterns in desert aquatic insects
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Data from: The foot is more than a spring: human foot muscles perform work to adapt to the energetic requirements of locomotion
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SIRT2 is required for NaBT-induced CRC cell differentiation
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Data from: Assessing precision and requirements of three methods to estimate roe deer density
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Cellulose synthase-like D movement in the plasma membrane requires enzymatic activity
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Thermal ecology and baseline energetic requirements of a large-bodied ectotherm suggest resilience to climate change
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Data from: Closely related parasitic plants have similar host requirements and related effects on hosts
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Data from: Tek/Tie2 is not required for cardiovascular development in zebrafish
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Cooperation in public goods game does not require assortment and depends on population density
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Data from: Accurate predictions of coexistence in natural systems require the inclusion of facilitative interactions and environmental dependency
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The minimum land area requiring conservation attention to safeguard biodiversity
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Data from: Landscape Corridors (LSCorridors): a new software package for modeling ecological corridors based on landscape patterns and species requirements
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Data from: Effort required for sustained management of non-native shrubs drops dramatically over time in a deciduous forest
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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.