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.
165
datasets available to search
ShareScore release 0.9.0
Dataset results
165 results for “environmental trait”
Nuanced qualitative trait approaches reveal environmental filtering and phylogenetic constraints on lichen communities
Open the record for dataset details and reuse information.
Data from: Freshwater fishes maintain multi-trait phenotypic stability across an environmental gradient in aqueous calcium
Open the record for dataset details and reuse information.
Spatial and local environmental factors outweigh geo-climatic gradients in structuring taxonomically and trait-based β-diversity of benthic algae
Open the record for dataset details and reuse information.
Data from: Environmental conditions differently shape leaf, seed and seedling trait composition between and within elevations of tropical montane forests
Open the record for dataset details and reuse information.
Species traits mediate environmental responses but not conspecific density dependence in tropical tree saplings
Open the record for dataset details and reuse information.
Data from: Refinement of a theoretical trait space for North American trees via environmental filtering
Open the record for dataset details and reuse information.
Data from: The intraspecific relationship between wood density, vessel diameter and other traits across environmental gradients
Open the record for dataset details and reuse information.
Environmental-related variation of stoichiometric traits in body and organs of non-native sailfin catfishes Pterygoplichthys spp.
Open the record for dataset details and reuse information.
Environmental heterogeneity shapes physiological traits in tropical direct-developing frogs
Open the record for dataset details and reuse information.
An ecological-evolutionary investigation of phenotypic, genetic, and environmental variation and correlations among reproductive traits of tall goldenrod (<em>Solidago altissima</em>)
Open the record for dataset details and reuse information.
Broad- and small-scale environmental gradients drive variation in chemical, but not morphological, leaf traits of vascular epiphytes
Open the record for dataset details and reuse information.
Data from: Native plant traits and invasibility of restored communities: Importance of environmental context and trait hierarchies
Open the record for dataset details and reuse information.
Life-history traits modulate the influence of environmental stressors on biodiversity: the case of fireflies, climate, and artificial light at night
Open the record for dataset details and reuse information.
Data from: Environmental variation is a major predictor of global trait turnover in mammals
Open the record for dataset details and reuse information.
Data and code from: Traits and phylogenies modulate the environmental responses of wood-inhabiting fungal communities across spatial scales
Open the record for dataset details and reuse information.
Data from: Trait interactions effects on tropical tree demography depend on the environmental context
Open the record for dataset details and reuse information.
Trait variation and plant performance: Interactive effects of diversity and spatial patterning of plants across environmental conditions
Open the record for dataset details and reuse information.
Functional traits and related environmental variables of 28 populations of Nuphar lutea
Open the record for dataset details and reuse information.
Data from: Environmental filtering of macroinvertebrate traits influences ecosystem functioning in a large river floodplain
Open the record for dataset details and reuse information.
Seedling traits from root to shoot exhibit genetic diversity and distinct responses to environmental heterogeneity within a tree population
<p>Phenotypic diversity within plant species is crucial to shaping evolutionary responses of populations and interactions among species, yet intraspecific genetic variability notably in roots has attracted little attention. Further, evidence for the root−shoot trait synchronisation remains inconclusive, narrowing our understanding of the role that belowground traits play in local adaptation. We applied broad 'top-to-toe' phenotyping to a model system whose native environmental conditions were simulated in experimental settings. Fifteen maternal families of Norway spruce <i>Picea abies </i>from southern Finland grew in six combinations of two simulated growing seasons and three soil treatments. We scored variation in 25 functional traits, including size, architecture and morphology of intact root systems, and shoot growth and phenology. Careful phenotyping of roots uncovered five trait dimensions, with root size, architecture and morphology forming the three largest axes of variation. Dimensions varied in their treatment responses. We observed among-family differences in all trait dimensions, marking substantial within-population genetic diversity. For example, average total root length varied almost twofold among families, but family × soil interactions indicated treatment-specific estimates of genetic variance. Mirroring root traits, phenotypic plasticity and genetic variation characterised shoot growth and phenology. In all, the complete phenotypic dataset yielded six trait dimensions, with assorted measures of root system and shoot size composing the main axis of variation. Although plastic and genetically variable, root architecture and morphology were not associated with shoot growth in any treatment. Also phenology and root-to-shoot ratio were detached from the primary axis of trait variability. Our results demonstrate that complex within-species patterns of trait covariation can be observed even locally and that phenotypic variation in independent trait dimensions reflecting divergent growth strategies is under genetic control. More accurate predictions of population and species responses to changes in the environment can be achieved when such intraspecific diversity is taken into account.</p>
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.