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.
1,363
datasets available to search
ShareScore release 0.9.0
Dataset results
1,363 results for “phenotypic data”
Soil composition, phenotypic and genetic data to: Adaptive differentiation on serpentine soil in diploid versus autotetraploid populations of Biscutella laevigata (Brassicaceae)
<p><span>Serpentine soils exhibit extreme properties (e.g. high magnesium content) influencing plant growth and survival and have been repeatedly documented to promote adaptive edaphic differentiation in plants. Individuals from four pairs of nearby diploid and autotetraploid populations of <em>Biscutella laevigata</em> sampled on serpentine vs non-serpentine soils in a factorial design are used to assess the genetic and phenotypic changes associated with edaphic origin and ploidy level. Individual samples from natural populations were subjected to soil elemental analysis and genotyping using restriction site-associated DNA sequences (RAD-seq) to link genetic variation with contrasting soils and ploidy levels. In diploids, genetic variation was consistent with demographic contraction and a pattern of isolation by environment with respect to the ratio of calcium / magnesium concentrations, whereas tetraploids presented evidence of expansion with limited edaphic differentiation. The genetic basis of tolerance and adaptation to serpentine was further assessed experimentally on seed-grown individuals from all populations subjected to high (serpentine-like) vs low (control) concentrations of magnesium in hydropony. Fitness-related phenotypic traits under experimental cultivation were consistent with adaptive differentiation among diploid ecotypes but not among the tetraploids that similarly grow in both habitats and consistently present higher investment in roots. Further work comparing experimentally resynthesized polyploids to natural diploids and polyploids has to tease the role of whole genome duplication apart from the impact of post-polyploidy evolution.</span></p>
Data and code for Caves, Dixit, Colebrook-Robjent, Hamusikili, Stevens, Thorogood, and Spottiswoode: Hosts elevate either within-clutch consistency or between-clutch distinctiveness of egg phenotypes in defence against brood parasites
Open the record for dataset details and reuse information.
Data from: Genome size evolution and phenotypic correlates in the poison frog family Dendrobatidae
Open the record for dataset details and reuse information.
Apparent differential phenotypic responses by kelp forest grazers to disease-driven removal of sea star predators; [Data: Tegula shell morphology, GSI, stable isotope analysis]
Open the record for dataset details and reuse information.
Data from: Phenotypic integration between claw and toepad traits promotes microhabitat specialization in the Anolis adaptive radiation
Open the record for dataset details and reuse information.
Data from: The Odonate Phenotypic Database, a new open data resource for comparative studies of an old insect order
Open the record for dataset details and reuse information.
Data from: Phenotypic evolution shaped by current enzyme function in the bioluminescent courtship signals of sea fireflies
Open the record for dataset details and reuse information.
Rice phenotypic data – CNA6 population and advanced lines
Open the record for dataset details and reuse information.
Data from: An experimental investigation of how intraspecific competition and phenotypic plasticity can promote the evolution of novel, complex phenotypes
Open the record for dataset details and reuse information.
Phenotypic and ecological data from: Widespread convergent morphological evolution within the largest family of songbirds
Open the record for dataset details and reuse information.
Data from: Nutritional imbalance suppresses migratory phenotypes of the Mongolian locust (Oedaleus asiaticus)
Open the record for dataset details and reuse information.
Data for: Strong phenotypic trait correlations between mating partners do not result from assortative mating in wild great tits (Parus major)
Open the record for dataset details and reuse information.
Phenomic data-driven biological prediction of maize through field-based high throughput phenotyping integration with genomic data
Open the record for dataset details and reuse information.
Data from: Complex disease and phenotype mapping in the domestic dog
Open the record for dataset details and reuse information.
Data from: Phenotypic drought stress prediction of European beech (Fagus sylvatica) by genomic prediction and remote sensing
Open the record for dataset details and reuse information.
Data from: Evolution of phenotypic plasticity during environmental fluctuations
Open the record for dataset details and reuse information.
Data from: Phenotypically plastic responses to environmental variation are more complex than life history theory predicts
Open the record for dataset details and reuse information.
Data from: Multi-omic analyses identify molecular targets of Chd7 that mediate CHARGE syndrome model phenotypes
Open the record for dataset details and reuse information.
Data from: Cloacal microbial diversity is associated with competitive phenotypes in socially polyandrous jacanas
Open the record for dataset details and reuse information.
Data from: Phenotypic and genotypic variation across a stable white-eye (Zosterops sp.) hybrid zone in central South Africa
Open the record for dataset details and reuse information.
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.