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.
828
datasets available to search
ShareScore release 0.9.0
Dataset results
828 results for “species trait”
A Multimodal Study of Wild Tomato Species Introgressions Unravels the Genetic Basis of Transcriptome and Metabolome Variation in Important Fruit Traits
GEO Series GSE151451. Solanum lycopersicum x Solanum pennellii. 523 samples. Type: Expression profiling by high throughput sequencing.
A comparison between egg trancriptomes of cod and salmon reveals species specific traits in eggs for each species
GEO Series GSE59877. Salmo salar. 16 samples. Type: Expression profiling by array.
FIGURE 1 in Discrimination of Uranotaenia species (Diptera: Culicidae) from Madagascar based on morphology and wing morphometric traits
FIGURE 1. Distribution of Malagasy protected areas and location of the two study sites.
Data and code associated to the manuscript: "The Octocoral Trait Database: a global database of trait information for octocoral species"
<p>The ZIP file contains structured data and code to create all figures from the manuscript: “The Octocoral Trait Database: a global database of trait information for octocoral species”.</p> <p>The folder contains the following files:</p> <p>· Code.R – This is the annotated code used to create all figures in R. (v R studio; 2023.06.0+421)</p> <p>· database.csv – This is the first data realase of the octocoral trait database, used to create all figures of the manuscript.</p> <p>· sp_id.csv – This is a file containing the list of accepted octocoral species contained in the database</p> <p>· iqtree.tre – This is a tree object used to create a family-resolved tree of octocorals. It has been downloaded from McFadden et al. 2022. Revisionary systematics of Octocorallia (Cnidaria: Anthozoa) guided by phylogenomics</p> <p>· MEOW – A folder containing regional information from Spalding et al. 2007. Marine Ecoregions of the World: A Bioregionalization of Coastal and Shelf Areas</p> <p>· Provinces_coord.csv: A file containing the coordinates of marine provinces, also derived from Spalding et al. 2007</p>
FIGURE 1 in The highly divergent New World Artemia species (Branchiopoda, Anostraca), A. franciscana and A. persimilis, show subtle differences in morphological traits involved in mating
FIGURE 1. Artemia sites in Chile.
Date from: Global analysis of trait-trait relationships within and between species
<ul> <li>Some robust trait-trait relationships between species, including the leaf economic spectrum (LES), are regarded as important plant strategies but whether these relationships truly represent plant strategies remains unclear.</li> <li>We propose a novel approach to distinguish trait-trait relationships between species that may represent plant strategies <em>vs. </em>those relationships that are due to common drivers, by comparing the direction and strength of intraspecific trait variation (ITV) <em>vs</em>. interspecific trait variation. We applied this framework using a unique global ITV database we compiled, which included eleven traits related to LES, size and roots, and observations from 2064 species occurring in 1068 communities across 19 countries.</li> <li>Generally, compared to between species, trait-trait relationships within species were much weaker or totally disappeared. Almost only within the LES traits, the between-species trait-trait relationships were translated into positive relationships within-species, which suggests they may represent plant strategies.</li> <li>Moreover, the frequent coincidental trait-trait relationships between species, driven by co-varying common drivers, imply that in future research, decoupling of trait-trait relationships should be seriously considered in model projections of ecosystem functioning. Our study emphasises the importance of describing the mechanisms behind trait-trait relationships, both between and within species, to deepen our understanding of general plant strategies.</li> </ul>
Traits estimated when grown alone may underestimate competitive advantage and invasiveness of exotic species
<p>The following files allow one to reproduce analyses in the manuscript entitled "Traits estimated when grown alone may underestimate competitive advantage and invasiveness of exotic species" by Biao Zhu, Chunqiang Wei and Xinmin Lu.</p>
bromeliad species traits by taxonomy
<p>Fuzzy-coded traits for every taxon of animals present in the Bromeliad Working Group database.</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.