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.
1,047
datasets available to search
ShareScore release 0.9.0
Dataset results
1,047 results for “constraint”
Data from: Migratory constraints on yolk precursors limit yolk androgen deposition and underlie a brood reduction strategy in rockhopper penguins
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Feather mite abundance constraints
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Data from: Non-climatic constraints on upper elevational plant range expansion under climate change
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The functional diversity of marsupial limbs is influenced by both ecology and developmental constraint
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Data from: Constraints on song type matching in a songbird
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Data from: Causes and consequences of failed adaptation to biological invasions: the role of ecological constraints
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Data from: Abiotic constraints on the activity of tropical lizards
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Data from: Multiple constraints cause positive and negative feedbacks limiting grassland soil CO2 efflux under CO2 enrichment
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Data from: Genetic constraints on wing pattern variation in Lycaeides butterflies: a case study on mapping complex, multifaceted traits in structured populations
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Data from: Environmental constraints on the compositional and phylogenetic beta-diversity of tropical forest snake assemblages
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Data from: Energetic constraint of non-monotonic mass change during offspring growth: a general hypothesis and application of a new tool
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Data from: Adaptation and constraint in the evolution of the mammalian backbone
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Data from: Phenotypic constraints and community structure: linking trade-offs within and among species
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Data from: Evolution of resistance to a multiple-herbavore community: genetic correlations, diffuse coevolution, and constraints on the plant's response to selection
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Data from: Extrinsic and intrinsic constraints interact to drive extra-pair paternities in the Alpine marmot
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Data from: Behavioral constraints on local adaptation and counter-gradient variation: implications for climate change
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Data from: Energetic and Ecological Constraints on Population Density of Reef Fishes
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Data from: Selection, constraint and the evolution of coloration in African starlings
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Variation in root hair traits in 75 xerophytic species: Constraints of phylogeny, trait trade-offs and environment
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Data from: Evolutionary constraint on low elevation range expansion: Defense‐abiotic stress‐tolerance trade‐off in crosses of the ecological model Boechera stricta
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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.