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.

3,630

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

3,630 results for “Forming”

Learn how ShareScore rates datasets ↗
zenodo40/100

Figure 16 in Unusual Dark Forms of the Solanum Fruit Fly Bactrocera latifrons (Hendel) in Hawaii (Tephritidae: Dacini)

Figure 16. Lateral views showing the difference in the width of the mesopleural stripe. A. Bactrocera latifrons ex USDA fruit fly lab, Honolulu, Hawaii. B. Holotype of B. citima, Chiangdao, Chiangmai prov., Thailand.

opencc-by-4.0Dec 2018View details →
zenodo40/100

Figures 1–15 in Unusual Dark Forms of the Solanum Fruit Fly Bactrocera latifrons (Hendel) in Hawaii (Tephritidae: Dacini)

Figures 1–15. Lateral, dorsal views and abdomen close-ups of five specimens of Hawaiian Bactrocera latifrons with varying degrees of dark markings on the abdomen and the scutum and legs. 1–3: female collected on Oahu, Kahuku, Fukuyama farm, leg. S. Graham (no date on labels), with typical 'textbook' orange-brown abdomen and absence of dark markings. 4–6: UHIM2015.04242 male collected on Maui, Kula, Howard Harada coffee, 26.vii–4.viii-06. leg. L. Leblanc. 7–9: female collected on Oahu, 2017, leg. S. Graham. 10–12: UHIM2015.04243 collected on Maui, Kula, Flora Umeno's coffee plot, 16–23.vi.06, leg. L. Leblanc. 13–15: UHIM2016.25466 female collected on Oahu, Ala Wai, garden, 5.ii.90 ex wild tomatoes, leg. M. M. Ramadan.

opencc-by-4.0Dec 2018View details →
zenodo40/100

Figure 17 in Unusual Dark Forms of the Solanum Fruit Fly Bactrocera latifrons (Hendel) in Hawaii (Tephritidae: Dacini)

Figure 17. Dorsal view drawing of the aculeus (piercer) of the ovipositor, which is needle shaped (above) in Bactrocera citima and trifurcate (below) in B. latifrons and B. parvula.

opencc-by-4.0Dec 2018View details →
dryad40/100

Data from: Leaf metabolic traits reveal hidden dimensions of plant form and function

<p>In this study, we interpreted leaf metabolome variation among 457 tropical and 339 temperate plant species to understand how the metabolome contributes to macroecological variation in plant functioning. Metabolome data were generated using liquid chromatography mass spectrometry, annotated with compound names (where possible), and cross-referenced against chemoinformatics databases to derive metabolite chemical properties. We then compared variation in leaf metabolite chemical properties among species with variation in classical plant functional traits.</p>

opencc-zeroJul 2023View details →
zenodo40/100

Data and scripts for the analysis of the influence of crop pollinator dependence and growth form on yield decline

<p>Marcelo A. Aizen, Gabriela R. Gleiser, Thomas Kitzberger, Ruben Milla. <strong>Being a tree crop increases the odds of experiencing yield declines irrespective of pollinator dependence </strong>(to be submitted to PCI)</p> <p>&nbsp;</p> <p>Data and R scripts to reproduce the analyses and the figures shown in the paper. All analyses were performed using R 4.0.2.</p> <p>&nbsp;</p> <p><strong>Data</strong></p> <p>1. FAOdata_21-12-2021.csv</p> <p>This file includes yearly data (1961-2020, column 8) on yield and cultivated area (columns 6 and 10) at the country, sub-regional, and regional levels (column 2) for each crop (column 4) drawn from the United Nations Food and Agriculture Organization database (data available at <a href="http://www.fao.org/faostat/en">http://www.fao.org/faostat/en</a>; accessed July 21-12-2021).&nbsp; [Used in Script 1 to generate the synthesis dataset]</p> <p>2. countries.csv</p> <p>This file provides information on the region (column 2) to which each country (column 1) belongs.&nbsp; [Used in Script 1 to generate the synthesis dataset]</p> <p>3. dependence.csv</p> <p>This file provides information on the pollinator dependence category (column 2) of each crop (column 1).</p> <p>4. traits.csv</p> <p>This file provides information on the traits of each crop other than pollinator dependence, including, besides the crop name (column1), the variables type of harvested organ (column 5) and growth form (column 6). [Used in Script 1 to generate the synthesis dataset]</p> <p>5. dataset.csv</p> <p>The synthesis dataset generated by Script 1.</p> <p>6. growth.csv</p> <p>The yield growth dataset generated by Script 1 and used as input by Scripts 2 and 3.</p> <p>7. phylonames.csv</p> <p>This file lists all the crops (column 1) and their equivalent tip names in the crop phylogeny (column 2). [Used in Script 2 for the phylogenetically-controlled analyses]</p> <p>8.phylo137.tre</p> <p>File containing the phylogenetic tree.</p> <p>&nbsp;</p> <p><strong>Scripts</strong></p> <p>1. dataset</p> <p>This R script curates and merges all the individual datasets mentioned above into a single dataset, estimating and adding to this single dataset the growth rate for each crop and country, and the (log) cumulative harvested area per crop and country over the period 1961-2020.</p> <p>2. analyses</p> <p>This R script includes all the analyses described in the article&rsquo;s main text.</p> <p>3. figures</p> <p>This R script creates all the main and supplementary figures of this article.</p> <p>4. lme4_phylo_setup</p> <p>R function written by Li and Bolker (2019) to carry out phylogenetically-controlled generalized linear mixed-effects models as described in the main text of the article.</p> <p>&nbsp;</p> <p><strong>References</strong></p> <p>Li, M., and B. Bolker. 2019. wzmli/phyloglmm: First release of phylogenetic comparative analysis in lme4- verse. Zenodo. https://doi.org/10.5281/zenodo.2639887.</p>

opencc-by-4.0Jul 2023View details →
zenodo40/100

Revelation: Outer Form and Inner Meaning | Shiʿi Islam | iBrary

<p>This video introduces the module &ldquo;Revelation: Outer Form and Inner Meaning&rdquo; from the course Shiʿi Islam, taught by Prof. Shafique N. Virani. You can download the complete online course, including this module, for free from <a href="https://www.youtube.com/redirect?event=video_description&amp;redir_token=QUFFLUhqbXNYc2h2T3lwMzYzbVJnbS1tTncxN244VFNSd3xBQ3Jtc0ttVFQyWWs0V3h1Z1BBaVZSNU5SRy1GY29CT2RMc3pteFR3aGtIVnpmUWZQYUt3aXZJVk90S29WeWdvRV94ZGg3ZFA0MVNRdzBSc3hRNldQVG85QWUzQkhwNnhsdVJDRm53eWJqMjVUV2Q4TmFmdURzNA&amp;q=https%3A%2F%2Fwww.ecampusontario.ca%2F&amp;v=0xhRl22d99g">https://www.ecampusontario.ca/</a>.</p>

opencc-by-4.0Jun 2022View details →
dryad40/100

Naturalization of introduced plants is driven by life-form-dependent cultivation biases

<p><em>Aims: </em></p> <p>Most naturalized plants are escapees from cultivation. Inventories of cultivated introduced species thus offer unique, still underutilized, opportunities to assess naturalization drivers of introduced plants. We used a comprehensive inventory of 13,718 introduced species cultivated in China's botanical gardens to test which species characteristics distinguish the 739 species that have naturalized.</p> <p><em>Locations:</em> China.</p> <p><em>Methods: </em></p> <p>We used generalized linear models to test whether the naturalization of cultivated introduced plants in China is associated with functional traits, propagule pressure, environmental niche, and introduction history. To test direct and indirect effects of those variables and their relative importance in driving naturalization, we used structural equation models.</p> <p><em>Results: </em></p> <p>We showed that species were more likely to naturalize when they originate from the Americas, are more widely cultivated, and have a longer residence time. Moreover, species were more likely to naturalize if they have a good environmental match, are short-lived herbs, are predominantly propagated from seeds, and, in the case of herbs, are relatively tall compared to other herbs. Part of the latter effects are mediated by how these variables relate to propagule-pressure proxies, and this varies among short-lived herbs, long-lived herbs and woody plants. Main conclusions: Naturalization is partly driven by life-form-dependent cultivation biases.</p>

opencc-zeroOct 2023View details →
ClinicalTrials.gov40/100

Long-term Safety and Tolerability of 0.5 mg Fingolimod in Patients With Relapsing Forms of Multiple Sclerosis

ClinicalTrials.gov study NCT01201356. IPD Sharing: YES. Countries: 38. Publications: 1.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov40/100

Relapsing Forms of Multiple Sclerosis (RMS) Study of Bruton's Tyrosine Kinase (BTK) Inhibitor Tolebrutinib (SAR442168) (GEMINI 1)

ClinicalTrials.gov study NCT04410978. IPD Sharing: YES. Countries: 24. Publications: 1.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov40/100

Relapsing Forms of Multiple Sclerosis (RMS) Study of Bruton's Tyrosine Kinase (BTK) Inhibitor Tolebrutinib (SAR442168) (GEMINI 2)

ClinicalTrials.gov study NCT04410991. IPD Sharing: YES. Countries: 28. Publications: 1.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov40/100

Efficacy, Safety and Pharmacokinetics of Teriflunomide in Pediatric Patients With Relapsing Forms of Multiple Sclerosis

ClinicalTrials.gov study NCT02201108. IPD Sharing: YES. Countries: 22. Publications: 3.

controlledIPD-YESFeb 2026View details →
dryad40/100

Dementia mortality rates at the provincial level in Italy from 2012-2019 in the form of Standardized Mortality Ratios (SMR)

Open the record for dataset details and reuse information.

publicJul 2023View details →
dryad40/100

Data from: Phosphorus storage and utilization strategies of two bloom-forming freshwater cyanobacteria

Open the record for dataset details and reuse information.

publicJun 2023View details →
dryad40/100

Data from: Alternative forms of brook trout nest site selection alter modeled offspring thermal experience and emergence phenology in groundwater-influenced streambeds

Open the record for dataset details and reuse information.

publicJul 2025View details →
dryad40/100

Data from: Complexes of vertebrate TMC1/2 and CIB2/3 proteins form hair-cell mechanotransduction cation channels

Open the record for dataset details and reuse information.

publicOct 2024View details →
dryad40/100

Data from: Many-to-one form-to-function mapping weakens parallel morphological evolution

Open the record for dataset details and reuse information.

publicAug 2017View details →
dryad40/100

Global intraspecific trait-climate relationships for grasses are linked to a species’ typical form and function

Open the record for dataset details and reuse information.

publicMar 2023View details →
dryad40/100

Large and non-spherical seeds are less likely to form a persistent soil seed bank

Open the record for dataset details and reuse information.

publicMay 2024View details →
dryad40/100

Naturalization of introduced plants is driven by life-form-dependent cultivation biases

Open the record for dataset details and reuse information.

publicOct 2023View details →
dryad40/100

The genomic landscapes of desert birds form over multiple time scales

Open the record for dataset details and reuse information.

publicOct 2022View 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.