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.
641
datasets available to search
ShareScore release 0.9.0
Dataset results
641 results for “data validation”
Data from: Development, validation, and evaluation of an assay for the detection of wood frogs (Rana sylvatica) in environmental DNA
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Data from: Validating the incorporation of 13C and 15N in a shorebird that consumes an isotopically distinct chemosymbiotic bivalve
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Data from: Validation of the What Matters Index: a brief, patient-reported index that guides care for chronic conditions and can substitute for computer-generated risk models
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Data from: A from-benchtop-to-desktop workflow for validating HTS data and for taxonomic identification in diet metabarcoding studies
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Data from: Single-nucleotide polymorphism discovery and validation in high-density SNP array for genetic analysis in European white oaks
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Data from: Species discovery and validation in a cryptic radiation of endangered primates: coalescent-based species delimitation in Madagascar's mouse lemurs
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Data from: Multivariate ratio analysis reveals Trigonoderus pedicellaris Thomson (Hymenoptera, Chalcidoidea, Pteromalidae) as a valid species
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Genotyping-in-Thousands by sequencing (GT-seq) genotyped data used for panel validation in GSI
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Genomic data support the taxonomic validity of Middle American livebearers Poeciliopsis gracilis and Poeciliopsis pleurospilus (Cyprinodontiformes: Poeciliidae)
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Data from: Validity, applicability and universality of fractal scaling laws for natural lakes
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Data from: Validity of inferring size-selective mortality and a critical size limit in Pacific salmon from scale circulus spacing
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Data from: How to best threshold and validate stacked species assemblages? Community optimisation might hold the answer
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Data from: Proxies in practice: calibration and validation of multiple indices of animal abundance
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Data from: Exploitation of a turbot (Scophthalmus maximus L.) immune-related expressed sequence tag (EST) database for microsatellite screening and validation
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Data from: An updated global dataset for diet preferences in terrestrial mammals: testing the validity of extrapolation
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Data from: Hypothesis-driven and field-validated method to prioritize fragmentation mitigation efforts in road projects
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Data from: Landscape connectivity for wildlife: development and validation of multi-species linkage maps
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Data from: Simulation-based validation of spatial capture-recapture models: a case study using mountain lions
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Data from: Community science validates climate suitability projections from ecological niche modeling
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Raw data for Urine DNA (uDNA) as a non-lethal method for endoparasite biomonitoring: development and validation
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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.