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.

35

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

35 results for “project description”

Learn how ShareScore rates datasets ↗
zenodo52/100

Uncertainty in Migration Scenarios. QuantMig Project Deliverable D9.2 Data Description

<p>This open data deposit contains the data and code accompanying used in the report: Barker and Bijak (2021), Uncertainty in Migration Scenarios, QuantMig Project Deliverable D9.2. The cover note should be read in conjunction with the report, available via www.quantmig.eu, and with the individual readme files in the data folders that can be found within this Zenodo repository (DOI: 10.5281/zenodo.7709443).</p>

opencc-by-4.0Mar 2023View details →
zenodo48/100

Descriptions of SNSF-funded research projects

<p>This repository contains the data to replicate the analyses performed in Meier, D. S., Mata, R., &amp; Wulff, D. U. (2021). text2sdg: An R package to Monitor Sustainable Development Goals from Text. <em>arXiv preprint arXiv:2110.05856</em>.</p> <p>The <a href="../api/records/11060662/draft/files/GrantWithAbstracts.csv/content" target="_blank" rel="noopener noreferrer">GrantWithAbstracts.csv</a> data is originally provided by the Swiss National Science Foundation and can also be downloaded from their <a href="https://data.snf.ch/datasets">website</a>. This data contains information on research projects funded by the Swiss National Science Foundation between 1975 and 2022. Among other things, the data provides information on what the funded projects were about and how much funding was provided.</p> <p>The <a href="../api/records/11060662/draft/files/backtrans_table.RDS/content" target="_blank" rel="noopener noreferrer">backtrans_table.RDS</a> data contains 1,500 randomly selected projects from the&nbsp;<a href="../api/records/11060662/draft/files/GrantWithAbstracts.csv/content" target="_blank" rel="noopener noreferrer">GrantWithAbstracts.csv</a> data that were translated from English to German and then from German back to English.</p> <p>The <a href="../api/records/11060662/draft/files/benchmark_table_revision.rds/content" target="_blank" rel="noopener noreferrer">benchmark_table_revision.rds</a> data contains runtimes from benchmarking the text2sdg R package.&nbsp;</p>

opencc-by-4.0Apr 2024View details →
zenodo48/100

Excel template for the aggregate database on descriptive representation of the ActEU project

<p>This is the Excel template used to structure the databases that provide data at the legislature / party level for each of the six countries studied in Tasks 4.1 and 4.2 of the ActEU project.</p>

opencc-by-4.0Sep 2024View details →
edi48/100

Multiple Element Limitation in Northern Hardwood Ecosystems (MELNHE): Project description, plot characteristics and design

Although temperate forests are generally thought of as N-limited, resource optimization theory predicts that ecosystem productivity should be co-limited by multiple nutrients. These ideas are represented in the Multi-Element Limitation (MEL) model (Rastetter et al. 2012). To test the patterns of resource limitation predicted by MEL, we are conducting nutrient manipulations in three study sites in New Hampshire: Bartlett Experimental Forest (BEF), Hubbard Brook Experimental Forest (HBEF), and Jeffers Brook in the White Mountain National Forest. We are monitoring stem diameter, leaf area, sap flow, foliar chemistry, leaf litter production and chemistry, foliar nutrient resorption, root biomass and production, mycorrhizal associations, soil respiration, heterotrophic respiration, N and P availability, N mineralization, soil phosphatase activity, soil carbon and nitrogen, nutrient uptake capacity of roots, and mineral weathering. These data can be found in the EDI repository, using the search term "MELNHE" (http://portal.edirepository.org), and through the data catalog on https://hubbardbrook.org, using the same search term. This data package is referenced by the MELNHE datasets, and includes a datatable of site descriptions and a pdf file with the project description, and diagrams of plot configuration. These data were gathered as part of the Hubbard Brook Ecosystem Study (HBES). The HBES is a collaborative effort at the Hubbard Brook Experimental Forest, which is operated and maintained by the USDA Forest Service, Northern Research Station.

openCC (other)Sep 2024View details →
zenodo44/100

Excel data collection template on descriptive political representation in national parliaments of the projects Pathways to Power and InclusiveParl adapted for the ActEU project

<p>This file contains the empty data collection template and variable and value labels to code biographical data on legislators for WP4 in the ActEU project. It is an abbreviated version of the codebooks produced by the Pathways to Power project and by the InclusiveParl project.</p>

opencc-by-nc-4.0Sep 2024View details →
zenodo40/100

Descriptive catalogue of the Texts Surrounding Texts Project

<p>The descriptive catalogue can be browsed at <a href="https://tst-project.github.io/mss">https://tst-project.github.io/mss</a></p>

openother-openApr 2022View details →
zenodo40/100

Identifying learning dimensions in CS project descriptions

<p>For this study, we conducted a qualitative content analysis of a random sample of 94 English-language project descriptions stored in the CS Track database with the goal of determining which dimensions of learning are reflected most prominently in these texts. Using a slightly modified version of the model of individual learning outcomes developed by Phillips et al. in 2018 as a coding rubric, two members of the research team independently coded all project descriptions by manually assigning phrases, sentences and short paragraphs to eight main categories and 21 subcategories. From these text snippets, distinctive and frequently occurring keywords were extracted, which have since been used in follow-up studies.&nbsp;</p> <p>Our analysis revealed that some learning dimensions (such as data collection or using technology) are very prominently discussed in the project descriptions we studied, while others (e.g. experimenting, study design, community action) are clearly underrepresented. In other words, the project descriptions analysed only partially reflect the educational potential of participation in CS. Based on these findings, we suggested possible explanations and ways in which the issue could be addressed on the level of both project design and project communication.</p> <p>This study profited immensely from the kind support of Tina Phillips and her colleagues, who agreed to share parts of their coded dataset with us.</p> <p>Details related to the analysis procedure are provided in a paper which is currently under review (on the date of submission of this deliverable - November 2022), no link to a repository is available. Contact the main authors if you have interest to receive further information).</p> <p>References: Phillips, T., Porticella, N., Constas, M., &amp; Bonney, R. (2018). A framework for articulating and measuring individual learning outcomes from participation in citizen science. Citizen Science: Theory and Practice, 3(2).</p> <p>More information on this research can be found in D2.2 section 5.1.</p> <p><strong>Content and grouping:&nbsp;</strong></p> <ul> <li> <p>coding rubric used (Main category, Subcategory, Definition (Draft) and Inclusion/exclusion criteria) columns)</p> </li> </ul> <ul> <li> <p>complete coding (i.e. including CS Track projects title)</p> </li> <li> <p>calculation of rate of agreement between coders</p> </li> <li> <p>list of keywords extracted</p> </li> <li> <p>list of projects titles and the website URL from where we extracted the information</p> </li> </ul>

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

[Dataset] Is it a match? Motivations on citizen science volunteers and recruitment arguments in project descriptions

<p>This dataset contains the necessary details to reproduce the experiments of the paper:</p> <p><em>Kai Nils, W., Guti&eacute;rrez P&aacute;ez,N.F., Sabel, O. and H&auml;m&auml;l&auml;inen, R. (2022) &ldquo;Is It a Match? Motivations on Citizen Science Volunteers and Recruitment&nbsp; Arguments in Project Descriptions.&rdquo; In Proceedings of the ECSA2022 conference: Citizen Science for Planetary Health, 69&ndash;70. <a href="https://2022.ecsa-conference.eu/files/ecsa/Bilder/ECSA2022_Conference_Proceedings.pdf">https://2022.ecsa-conference.eu/files/ecsa/Bilder/ECSA2022_Conference_Proceedings.pdf</a></em></p> <p>Data has been collected by quantitative triangulation. 1076 participants in citizen science projects answered a survey about the 12 motivational factors for participating. They had access to the survey by social media posts or email invitations sent to people in charge of projects. Data regarding motivational arguments in recruitment come from quantitative content analysis of 367 project descriptions of the website Zooniverse.&nbsp;The content analysis of the project descriptions was done manually by two coders independently. Then, both coders analysed their codings and reached consensus.</p>

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

Fig. 4. Body ring 4, sternal projections. A–B. Dibolostethus sicarius Hoffman, 2009 in A review of the previously monotypic tribe Dibolostethini (Chelodesmidae: Chelodesminae) with description of two new species and a summary of the Chelodesmidae of the Tropical Andes Biodiversity Hotspot

Fig. 4. Body ring 4, sternal projections. A–B. Dibolostethus sicarius Hoffman, 2009, holotype, ♂ (VMNH110810). C–D. D. inopinatus Means, Bouzan &amp; Ivanov sp. nov., holotype, ♂ (VMNH110813). A, C. Lateral views. B, D. Posterolateral views. Abbreviation: Cx = coxae.

opencc-by-4.0Jul 2023View details →
zenodo32/100

FIGURE 3 in Tanaidacea (Crustacea, Peracarida) of the North-east Atlantic: the Agathotanaidae of the AFEN, BIOFAR and BIOICE projects, with a description of a new species of Paragathotanais Lang

FIGURE 3. Paragathotanais vikingus sp. nov. Non-ovigerous female holotype (BIOICE Stn 2849): A, habitus; B, pleotelson apex; C, antennule; D, antenna. Male allotype (BIOICE Stn 3069): E, habitus; F, pereonite-6 and pleon, lateral view (pereopod- 6 show in part). Scale bar: 1mm for A, E and F, 0.22 mm for B, C and D.

opennotspecifiedDec 2010View details →
zenodo32/100

FIGURE 2 in Tanaidacea (Crustacea, Peracarida) of the North-east Atlantic: the Agathotanaidae of the AFEN, BIOFAR and BIOICE projects, with a description of a new species of Paragathotanais Lang

FIGURE 2. Comparative habitus of Paragathotanais nanus and P. robustus of similar sizes: A, P. nanus, non-ovigerous female; B, P. nanus, angular form, possibly "incipient male"; C, P. robustus. pereopod-1 propodus, dactylus and unguis: D, P. nanus; E, P. nanus angular form. Scale bar: 0.5 mm for A–C, 0.25 mm for D–E.

opennotspecifiedDec 2010View details →
zenodo32/100

FIGURE 1 in Tanaidacea (Crustacea, Peracarida) of the North-east Atlantic: the Agathotanaidae of the AFEN, BIOFAR and BIOICE projects, with a description of a new species of Paragathotanais Lang

FIGURE 1. Distribution of Agathotanaidae (all records) in BIOICE, BIOFAR and AFEN samples. Blue filled circles indicate all tanaidacean records from these surveys; red filled circles agathotanaids (all species).

opennotspecifiedDec 2010View details →
zenodo32/100

FIGURE 7 in Tanaidacea (Crustacea, Peracarida) of the North-east Atlantic: the Agathotanaidae of the AFEN, BIOFAR and BIOICE projects, with a description of a new species of Paragathotanais Lang

FIGURE 7. Paranarthrura insignis. Allometric variation in cheliped morphology (merus and basis not shown): A, manca-III, 1.96 mm body length; B, preparatory male, 2.52 mm; C, male, 3.23 mm; D–E, ovigerous female, 3.30 mm. Scale bar: 0.125 mm for A–D, 0.063 mm for E.

opennotspecifiedDec 2010View details →
zenodo32/100

FIGURE 4 in Tanaidacea (Crustacea, Peracarida) of the North-east Atlantic: the Agathotanaidae of the AFEN, BIOFAR and BIOICE projects, with a description of a new species of Paragathotanais Lang

FIGURE 4. Paragathotanais vikingus sp. nov. Non-ovigerous female paratype (BIOICE Stn 3069): A, cephalothorax ventrum; B, labrum; C–D, left and right mandibles; E, maxillule endite; F, maxilliped; G, left cheliped; H, uropod. Scale bar: A 0.42 mm; B–H 0.125 mm.

opennotspecifiedDec 2010View details →
zenodo32/100

FIGURE 5 in Tanaidacea (Crustacea, Peracarida) of the North-east Atlantic: the Agathotanaidae of the AFEN, BIOFAR and BIOICE projects, with a description of a new species of Paragathotanais Lang

FIGURE 5. Paragathotanais vikingus sp. nov. Non-ovigerous female paratype (BIOICE Stn 3069): A–F, pereopods 1–6 respectively; G, pereopod-6 dactylus and unguis. Scale bar: 0.125 mm.

opennotspecifiedDec 2010View details →
zenodo32/100

FIGURE 6 in Tanaidacea (Crustacea, Peracarida) of the North-east Atlantic: the Agathotanaidae of the AFEN, BIOFAR and BIOICE projects, with a description of a new species of Paragathotanais Lang

FIGURE 6. Distribution of Paragathotanais vikingus sp. nov. See Fig.1 for comparison with all tanaidacean records.

opennotspecifiedDec 2010View details →
zenodo32/100

FIGURE 4. Latineosus sigillatus. A. Head, dorsal view. B, C. Operculate gills and abdominal posterolateral projections. D in Stage description, new combination and new records of Neotropical Brachycercinae (Ephemeroptera: Caenidae)

FIGURE 4. Latineosus sigillatus. A. Head, dorsal view. B, C. Operculate gills and abdominal posterolateral projections. D. Detail of abdominal posterolateral projections. E. Detail of operculate gill.

opennotspecifiedMar 2016View details →
zenodo32/100

Distribution. NE Egypt (coastal region of Sinai), S Israel (Negev Desert), and Palestine. Descriptive notes. Head-body 130-170 mm, tail 120-180 mm, ear 17-22 mm, hindfoot 30-41 mm; weight 125-275 g. A medium-sized jird, Buxton's Jird has tail of about same length as head-body length and partially hairy soles of hindfeet. Bicolored tail ends with well-developed pencil of black hairs. Dorsal pelage is reddish sandy, diffusely speckled with black hairs, and ventral is white. Enlarged tympanic bullae project over back of skull and represent c.35-37% ofskull length. Karyotype 2n = 46. in Muridae

Distribution. NE Egypt (coastal region of Sinai), S Israel (Negev Desert), and Palestine. Descriptive notes. Head-body 130-170 mm, tail 120-180 mm, ear 17-22 mm, hindfoot 30-41 mm; weight 125-275 g. A medium-sized jird, Buxton's Jird has tail of about same length as head-body length and partially hairy soles of hindfeet. Bicolored tail ends with well-developed pencil of black hairs. Dorsal pelage is reddish sandy, diffusely speckled with black hairs, and ventral is white. Enlarged tympanic bullae project over back of skull and represent c.35-37% ofskull length. Karyotype 2n = 46.

opennotspecifiedNov 2017View details →
zenodo32/100

Few juveniles or males were collected. Only four males from groups 7, 8, 9, and 11, all in clade D, were included in the dataset. The male in Fig. 13E–H conforms to the general morphological description of males in Lobocriconema with an undifferentiated labial region, the absence of a stylet, a degenerate pharyngeal region, a FIGURE 7. SEM images of specimens representing clades D (A–H) and B (I). NID numbers are associated with unique specimens, all are females except image C. A) Lobocriconema sp., face view with conspicuous labial disc surrounded by irregular labial structure, Nine-Mile Prairie, Nebraska, NID 4533. B) Lobocriconema sp., face view lacking submedian lobes and displaying subcuticular labial structure, Big Thicket National Preserve, Texas, NID 4560. C) Lobocriconema sp., juvenile, head with visible submedian lobes, body scales with fine terminal projections, Spring Creek Prairie, Nebraska, NID 4514. D) Lobocriconema sp., face view lacking submedian lobes and displaying subcuticular labial structure, Nine-Mile Prairie, Nebraska, NID 4527 E) Lobocriconema sp., cephalic profile with protruding stylet, Nine-Mile Prairie, Nebraska, NID 4529. F) Lobocriconema sp., head profile lacking submedian lobes, Tunica Hills, Louisiana, NID 4574. G) Lobocriconema sp., tail with closed vulva, Nine-Mile Prairie, Nebraska, NID 4533. H) Lobocriconema sp., tail with closed vulva, Nine-Mile Prairie, Nebraska, NID 4526. I) Lobocriconema sp., face view lacking submedian lobes, Great Smoky Mountains National Park, Purchase Knob, NID 4570. in Species discovery and diversity in Lobocriconema (Criconematidae: Nematoda) and related plant-parasitic nematodes from North American ecoregions

Few juveniles or males were collected. Only four males from groups 7, 8, 9, and 11, all in clade D, were included in the dataset. The male in Fig. 13E–H conforms to the general morphological description of males in Lobocriconema with an undifferentiated labial region, the absence of a stylet, a degenerate pharyngeal region, a FIGURE 7. SEM images of specimens representing clades D (A–H) and B (I). NID numbers are associated with unique specimens, all are females except image C. A) Lobocriconema sp., face view with conspicuous labial disc surrounded by irregular labial structure, Nine-Mile Prairie, Nebraska, NID 4533. B) Lobocriconema sp., face view lacking submedian lobes and displaying subcuticular labial structure, Big Thicket National Preserve, Texas, NID 4560. C) Lobocriconema sp., juvenile, head with visible submedian lobes, body scales with fine terminal projections, Spring Creek Prairie, Nebraska, NID 4514. D) Lobocriconema sp., face view lacking submedian lobes and displaying subcuticular labial structure, Nine-Mile Prairie, Nebraska, NID 4527 E) Lobocriconema sp., cephalic profile with protruding stylet, Nine-Mile Prairie, Nebraska, NID 4529. F) Lobocriconema sp., head profile lacking submedian lobes, Tunica Hills, Louisiana, NID 4574. G) Lobocriconema sp., tail with closed vulva, Nine-Mile Prairie, Nebraska, NID 4533. H) Lobocriconema sp., tail with closed vulva, Nine-Mile Prairie, Nebraska, NID 4526. I) Lobocriconema sp., face view lacking submedian lobes, Great Smoky Mountains National Park, Purchase Knob, NID 4570.

opennotspecifiedMar 2016View details →
zenodo32/100

Description of project Metaphore

<p>Draft of the public project description and the corresponding figures</p>

opencc-by-4.0Mar 2019View 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.