Skip to main content
Powered by ShareScore

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.

13,587

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

13,587 results for “specification”

Learn how ShareScore rates datasets ↗
dryad40/100

Pesticide exposure triggers sex-specific inter- and trans-generational effects conditioned by past sexual selection

<p>Environmental variation often induces plastic responses in organisms that can trigger changes in subsequent generations through non-genetic inheritance mechanisms. Such transgenerational plasticity thus consists of environmentally-induced non-random phenotypic modifications that are transmitted through generations. Transgenerational effects may vary according to the sex of the organism experiencing the environmental perturbation, the sex of their descendants, or both, but whether they are affected by past sexual selection is unknown. Here we use experimental evolution on an insect model system to conduct a first test of the involvement of sexual selection history in shaping transgenerational plasticity in the face of rapid environmental change (exposure to pesticides). We manipulated evolutionary history in terms of the intensity of sexual selection for over 80 generations before exposing individuals to the toxicant. We found that sexual selection history constrained adaptation under rapid environmental change. We also detected intergenerational and transgenerational effects of pesticide exposure in the form of increased fitness and longevity. These cross-generational influences of toxicants were sex-dependent (they affected only male descendants), and intergenerational, but not transgenerational, plasticity was modulated by sexual selection history. Our results highlight the complexity of intragenerational, intergenerational, and transgenerational influences of past selection and environmental stress on phenotypic expression.</p>

opencc-zeroJun 2024View details →
zenodo40/100

Adult germ free and specific pathogen free plethysmography recordings and metadata

<p>Included in this dataset are the original LabChart recordings used to study the effects of gut dysbiosis (germ-free vs. specific pathogen-free) on respiratory and metabolic outcomes in adult mice. Also included are settings files for running SASSI in Breathe Easy and the metadata file associated with these recordings. STAGG settings files are not included as they differ by figure, but they are available upon request to the corresponding author.</p>

opencc-by-4.0Jun 2024View details →
zenodo40/100

Provenance Run Crate specification

<p><strong>Web version:</strong>&nbsp;<a href="https://w3id.org/ro/wfrun/provenance/0.5">https://w3id.org/ro/wfrun/provenance/0.5</a></p> <p>This specification is part of a collection of&nbsp;<a href="https://w3id.org/ro/crate/">RO-Crate</a>&nbsp;profiles&nbsp;for capturing the provenance of an execution of a computational workflow. The Provenance Run Crate profile can be used to describe the execution of a workflow including internal details such as step executions and intermediate outputs.</p>

openapache2.0Feb 2023View details →
zenodo40/100

Process Run Crate specification

<p><strong>Web version:</strong>&nbsp;<a href="https://w3id.org/ro/wfrun/process/0.5">https://w3id.org/ro/wfrun/process/0.5</a></p> <p>This specification is part of a collection of&nbsp;<a href="https://w3id.org/ro/crate/">RO-Crate</a> profiles&nbsp;for capturing the provenance of an execution of a computational workflow. Process Run Crate&nbsp;can be used to describe the execution of one or more tools that contribute to the same computation.</p>

openapache2.0Feb 2023View details →
zenodo40/100

Workflow Run Crate specification

<p><strong>Web version:</strong>&nbsp;<a href="https://w3id.org/ro/wfrun/workflow/0.5">https://w3id.org/ro/wfrun/workflow/0.5</a></p> <p>This specification is part of a collection of&nbsp;<a href="https://w3id.org/ro/crate/">RO-Crate</a>&nbsp;profiles&nbsp;for capturing the provenance of an execution of a computational workflow. The Workflow Run Crate profile can be used to describe the execution of a&nbsp; <em>workflow</em>, i.e., a computational tool that has orchestrated the execution of other tools.</p>

openapache2.0Feb 2023View details →
zenodo40/100

Figure 4. Specific glutathione S-transferase activity changes toward 1 in Confirmation and differential metabolism associated with quinclorac resistance in smooth crabgrass (Digitorio ischoemum)

Figure 4. Specific glutathione S-transferase activity changes toward 1-chloro-2,4- dinitrobenzene in Digitorio ischoemum tissues after (A) 0.84 kg quinclorac ha−1 or (B) 7.56 kg quinclorac ha−1. Data were expressed as a percentage change of the nontreated. Values are presented as mean ± SE. Error bars indicate the standard error of the mean. R, resistant; S, susceptible.

opencc-by-4.0Feb 2024View details →
zenodo40/100

Figure 2. Dendrogram resulting from a in Host specificity and the structure of helminth parasite communities of fishes in a Neotropical river in Mexico

Figure 2. Dendrogram resulting from a similarity matrix based on the Sørensen measure for component communities of adult autogenic helminth parasites of 10 fish species from Apazapan, Río La Antigua, Veracruz, Mexico. Host species are: Amex, A. mexicanus; Rgua, R. guatemalensis; Smar, S. marmoratus; Hbim, P. bimaculata; Pmex, Poecilia mexicana; Pgra, Poeciliosis gracilis; Psph, Poecilia sphenops; Xell, X. helleri; Tell, T. ellioti; Vfen, V. fenestrata.

opencc-by-4.0Dec 2016View details →
zenodo40/100

Figure 1 in Host specificity and the structure of helminth parasite communities of fishes in a Neotropical river in Mexico

Figure 1. Patterns of relative abundance of 24 species of helminths in 11 component communities of freshwater fishes from Río Apazapan, Río La Antigua basin, Mexico (fish species: Am, A. mexicanus; Rg, Rhamdia guatemalensis; Hb, Pseudoxiphophorus bimaculata; Pm, Poecilia mexicana; Ps, P. sphenops; Pg, Poeciliopsis gracilis; Xh, Xiphophorus helleri; Te, Thorichthys helleri; Vf, Vieja fenestrata; Sm, Sicydium gymnogaster).

opencc-by-4.0Dec 2016View details →
zenodo40/100

Figure 5 in A simplistic water body-specific risk assessment model for zebra mussel (Dreissena polymorpha) establishment based on physicochemical characteristics

Figure 5. Overall zebra mussel establishment risk categorization of 133 Texas water bodies based on calcium, pH, salinity, and temperature. Major water bodies not included in this study due to lack of TCEQ water quality data are shown for context of the study extent. The Whittier et. al. low calcium/low risk zone delineation is shown to demonstrate level of agreement with that study, which is relatively high with some noteworthy exceptions. The Cypress, Sabine, and Neches River basins referenced in the text are the three East Texas basins with predominantly minimal risk water body categorizations.

opencc-by-4.0Nov 2024View details →
zenodo40/100

Figure 2 in A simplistic water body-specific risk assessment model for zebra mussel (Dreissena polymorpha) establishment based on physicochemical characteristics

Figure 2. pH-based zebra mussel establishment risk categorization of 133 Texas water bodies. Major water bodies not included in this study due to lack of TCEQ water quality data are shown for context of the study extent.

opencc-by-4.0Nov 2024View details →
zenodo40/100

Figure 4 in A simplistic water body-specific risk assessment model for zebra mussel (Dreissena polymorpha) establishment based on physicochemical characteristics

Figure 4. Temperature-based zebra mussel establishment risk categorization of 126 Texas water bodies. Major water bodies not included in this study due to lack of TCEQ water quality data are shown for context of the study extent.

opencc-by-4.0Nov 2024View details →
zenodo40/100

Figure 3 in A simplistic water body-specific risk assessment model for zebra mussel (Dreissena polymorpha) establishment based on physicochemical characteristics

Figure 3. Salinity-based zebra mussel establishment risk categorization of 133 Texas water bodies. Major water bodies not included in this study due to lack of TCEQ water quality data are shown for context of the study extent.

opencc-by-4.0Nov 2024View details →
zenodo40/100

Figure 1 in A simplistic water body-specific risk assessment model for zebra mussel (Dreissena polymorpha) establishment based on physicochemical characteristics

Figure 1. Calcium-based zebra mussel establishment risk categorization of 85 Texas water bodies. Areas to the east of the Whittier et al. (2008) calcium risk delineation were predicted by that study to have ≤ 12 mg/l calcium (i.e., minimal establishment risk); this delineation is shown to demonstrate level of agreement with that study. Major water bodies not included in this study due to lack of TCEQ water quality data are shown for context of the study extent. The Cypress, Sabine, and Neches River basins referenced in the text are the three East Texas basins with predominantly minimal risk water body categorizations.

opencc-by-4.0Nov 2024View details →
zenodo40/100

Fig. 3 in External Sex Specific Signs In The Structure Of Derivatives Of Sterlet (Acipenser Ruthenus, Linnaeus, 1758) Corium

Fig. 3. Typical dorsal scutes of males (upper) and females (lower) sterlet larvae. Age - 3 months. The average length is 70.3 ± 3.6 mm.

opencc-by-4.0Dec 2017View details →
zenodo40/100

Fig. 1 in External Sex Specific Signs In The Structure Of Derivatives Of Sterlet (Acipenser Ruthenus, Linnaeus, 1758) Corium

Fig. 1. Typical contours of dorsal scutes of males (upper) and females (lower) of adult sterlet. Age - 3 years. The second stage of gonad maturity. The average length is 61.2 ± 1.3 cm.

opencc-by-4.0Dec 2017View details →
zenodo40/100

Figure 3. Phylogenetic relationships and intra specific recombination patterns among different AlYVV molecules. The maximumlikelihood phylogenetic tree contains 27 in Alternanthera yellow vein virus (AYVV); a betasatellite independent begomovirus infecting Sonchus palustris in Pakistan

Figure 3. Phylogenetic relationships and intra specific recombination patterns among different AlYVV molecules. The maximumlikelihood phylogenetic tree contains 27 known complete genomes of AlYVV from databank and two complete genomes determined in this study (indicated in black boxes). The tree was rooted on ToLCNDV (AB613826) as an out-group. The schematic representation of recombination events detected by RDP4. Arrows and blocks at the bottom correspond respectively to open reading frames (ORFs) and intergenic regions: pre-coat protein (AV2), coat protein (CP), replication-associated proteins (Rep and REn), transcriptional protein (TrAP), and AC4 region. AlYVV from different countries were colored differently. The colors of blocks represent the different ALYVV species and strains. Numbers at nodes indicate bootstrap confidence scores (1000 replicates).

opencc-by-4.0Dec 2022View details →
zenodo40/100

Datasets and code for Rapljenović et al. 2024: Adsorption of trace metals onto different plastics during long-term exposure in an estuarine environment: influence of time, stratified water column, and specific surface area

<p>This repository contains datasets and R code to reproduce results from Rapljenović et al. 2024: Adsorption of trace metals onto different plastics during long-term exposure in an estuarine environment: influence of time, stratified water column, and specific surface area.</p>

opencc-by-4.0Jun 2024View details →
zenodo40/100

Fig. 2. Solenopsis invicta virus 3 in Solenopsis invicta virus 3: Further host-specificity tests with native Solenopsis ants (Hymenoptera: Formicidae)

Fig. 2. Solenopsis invicta virus 3 (SINV-3) infections are restricted to Solenopsis fire ants in the South American saevissima group (S. invicta, S. richteri, and their hybrid in the United States). North American fire ants in the geminata group, thief ants, two species of Monomorium (also tribe Solenopsidini), and 14 additional species of ants from 3 subfamilies and 12 genera were not infected in lab trials (this paper and Porter et al. 2013).

opencc-by-4.0Mar 2015View details →
zenodo40/100

Fig. 8 in A morphometric approach to the specific separation of the humeri and femora of Dicraeosaurus from the Late Jurassic of Tendaguru,Tanzania

Fig. 8. Procrustes fits (A, C) and PCA values (B, D) of Dicraeosaurus, Giraffatitan, and Amargasaurus humeri. A. Procrustes fits of Dicraeosaurus sattleri (open circles), Dicraeosaurus hansemanni (crosses), and Giraffatitan brancai (stars) anterior face. B. PCA values of same taxa, large circle is mean value of deviance for Dicraeosaurus sattleri; 1, MB.R.2631; 2, MB.R.2655; 3, MB.R.2657; 4, MB.R.4912; 5, MB.R.2911. C. Procrustes fits of D. sattleri (open circles), D. hansemanni (crosses), and Amargasaurus cazaui (stars) anterior face. D. PCA values of same taxa, large circle is mean value of deviance for D. sattleri; 1, MB.R.2631; 2, MB.R.2655; 3, MB.R.2657; 4, MB.R.4912; 5, MACN-N 15.

opencc-by-4.0Jul 2012View details →
zenodo40/100

Fig. 9 in A morphometric approach to the specific separation of the humeri and femora of Dicraeosaurus from the Late Jurassic of Tendaguru,Tanzania

Fig. 9. Procrustes fits (A, C) and PCA values (B, D) of Dicraeosaurus femora. A. Procrustes fits of Dicraeosaurus sattleri (circles) and Dicraeosaurus hansemanni (crosses), posterior face. B. PCA values of same taxa, larger symbols denoting mean values for each group; 1, MB.R. 2697; 2, MB.R.2638; 3, MB.R.4886.92; 4, MB.R.4886.93; 5, MB.R.2696; 6, MB.R.2695. C. Procrustes fits of D. sattleri (circles) and D. hansemanni (crosses), femora proximal, posterior face. D. PCA values of same taxa, larger symbols denoting mean values for each group; 1, MB.R.2638; 2, MB.R.2697; 3, MB.R.2915; 4, MB.R.2695; 5, MB.R.2696; 6, MB.R.4886.92; 7, MB.R.4886.93.

opencc-by-4.0Jul 2012View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated 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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.