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.
2,863
datasets available to search
ShareScore release 0.9.0
Dataset results
2,863 results for “Challenge”
Data from: High adult mortality in disease-challenged frog populations increases vulnerability to drought
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Data from: Madagascar Flatidae (Hemiptera, Fulgoromorpha): state-of-the-art and research challenges
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Exon-based phylogenomics and the relationships of African cichlids: Tackling the challenges of reconstructing phylogenies with repeated rapid radiations
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Data from: Discrimination of hybrid classes using cross-species amplification of microsatellite loci: methodological challenges and solutions in Daphnia
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Data from: Priority setting for global WASH challenges in the age of wastewater-based epidemiological surveillance
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Challenging the concept that eumelanin is the polymorphic brown banded pigment in Cepaea nemoralis
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Polygenic risk score in Africa populations: progress and challenges
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Data for: A hierarchical framework for unpacking the nitrogen challenge
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Ecological traps and species distribution models: a challenge for prioritizing areas of conservation importance
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Data from: Demographic history, current expansion and future management challenges of wild boar populations in the Balkans and Europe
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Data from: The challenges of recognising individuals with few distinguishing features: identifying red foxes Vulpes vulpes from camera-trap photos
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Data from: High spatiotemporal variability of methane concentrations challenges estimates of emissions across vegetated coastal ecosystems
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Extreme mobility of the world’s largest flying mammals creates key challenges for management and conservation
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Data from: Critically endangered island endemic or peripheral population of a widespread species? Conservation genetics of Kikuchi’s gecko and the global challenge of protecting peripheral oceanic island endemic vertebrates
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Data from: Taxonomic challenges in freshwater fishes: a mismatch between morphology and DNA barcoding in fish of the north-eastern part of the Congo basin
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Data from: Differential gene expression in Acromyrmex leaf-cutting ants after challenges with two fungal pathogens
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Data from: Creating a multi-track classical music performance dataset for multi-modal music analysis: challenges, insights, and applications
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Data from: Natural re-colonization and admixture of wolves (Canis lupus) in the US Pacific Northwest: challenges for the protection and management of rare and endangered taxa
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Data from: Do cryptic species matter in macroecology? Sequencing European groundwater crustaceans yields smaller ranges but does not challenge biodiversity determinants
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Data from: Enhanced male coloration after immune challenge increases reproductive potential
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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.