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.

6,025

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

6,025 results for “Science of science”

Learn how ShareScore rates datasets ↗
zenodo32/100

FIGURE 8 in Taxonomic notes on three species of Tiwaripotamon Bott, 1970 (Crustacea: Brachyura: Potamidae) from Vietnam and China, one of which is new to science

FIGURE 8. Tiwaripotamon pingguosense Dai & Naiyanetr, 1994, holotype male (52.9 × 40.8 mm) (CAS-CB 5243), China. A, right G1 (ventral view); B, right G1 (dorsal view); C, distal part of right G1 (ventral view); D, distal part of right G1 (ventral view).

opennotspecifiedJul 2024View details →
zenodo32/100

FIGURE 6 in Taxonomic notes on three species of Tiwaripotamon Bott, 1970 (Crustacea: Brachyura: Potamidae) from Vietnam and China, one of which is new to science

FIGURE 6. Tiwaripotamon pingguosense Dai & Naiyanetr, 1994, holotype male (52.9 × 40.8 mm) (CAS-CB 5243), China. A, overall dorsal habitus; B, ventral view of habitus.

opennotspecifiedJul 2024View details →
zenodo32/100

FIGURE 4. Tiwaripotamon nganima n in Taxonomic notes on three species of Tiwaripotamon Bott, 1970 (Crustacea: Brachyura: Potamidae) from Vietnam and China, one of which is new to science

FIGURE 4. Tiwaripotamon nganima n. sp. A–E, holotype male (59.3 × 43.6 mm) (ZRC2022.0810), Vietnam; F, G, paratype female (53.1 × 39.9 mm) (ZRC 2022.0811), Vietnam. A, left G1 (ventral view); B, left G1 (dorsal view); C, distal part of left G1 (ventral view); D, distal part of left G1 (dorsal view); E, left G2; F, female anterior thoracic sternites and pleon; G, female sternopleonal cavity and vulvae.

opennotspecifiedJul 2024View details →
zenodo32/100

FIGURE 2. Tiwaripotamon nganima n in Taxonomic notes on three species of Tiwaripotamon Bott, 1970 (Crustacea: Brachyura: Potamidae) from Vietnam and China, one of which is new to science

FIGURE 2. Tiwaripotamon nganima n. sp. A, D, F, H, holotype male (59.3 × 43.6 mm) (ZRC 2022.0810), Vietnam; B, paratype female (53.1 × 39.9 mm) (ZRC 2022.0811), Vietnam; C, E, G, I, paratype male (41.5 × 31.3 mm) (ZRC 2022.0811), Vietnam. A–C, dorsal view of carapace; D, E, frontal view of cephalothorax; F, G, epistome; H, I, buccal cavity, anterior posterior thoracic sternites and pleon.

opennotspecifiedJul 2024View details →
zenodo32/100

FIGURE 11 in Taxonomic notes on three species of Tiwaripotamon Bott, 1970 (Crustacea: Brachyura: Potamidae) from Vietnam and China, one of which is new to science

FIGURE 11. Tiwaripotamon xiurenense Dai & Naiyanetr, 1994. A, B, holotype: male (48.6 × 34.1 mm) (ZRC 2020.169), China; C, D, paratype female (29.7 × 23.1 mm) (CAS-CB 5197), China. A, outer view of chelae; B, right fourth ambulatory leg; C, ventral view of habitus; D, female sternopleonal cavity and vulvae.

opennotspecifiedJul 2024View details →
zenodo32/100

FIGURE 1. Tiwaripotamon nganima n in Taxonomic notes on three species of Tiwaripotamon Bott, 1970 (Crustacea: Brachyura: Potamidae) from Vietnam and China, one of which is new to science

FIGURE 1. Tiwaripotamon nganima n. sp., holotype male (59.3 × 43.6 mm) (ZRC 2022.0810), Vietnam; A, overall dorsal habitus; B, ventral view of habitus; C, frontal view.

opennotspecifiedJul 2024View details →
zenodo32/100

FIGURE 10 in Taxonomic notes on three species of Tiwaripotamon Bott, 1970 (Crustacea: Brachyura: Potamidae) from Vietnam and China, one of which is new to science

FIGURE 10. Tiwaripotamon xiurenense Dai & Naiyanetr, 1994. A–G, holotype: male (48.6 × 34.1 mm) (ZRC 2020.169), China; H, paratype female (29.7 × 23.1 mm) (CAS-CB 5197), China. A, dorsal view of carapace; B, H, frontal view of cephalothorax; C, G, epistome; D, right third maxilliped; E, left third maxilliped (merus detached); F, buccal cavity, anterior posterior thoracic sternites and pleon; G, male pleon.

opennotspecifiedJul 2024View details →
zenodo32/100

FIGURE 3. Tiwaripotamon nganima n in Taxonomic notes on three species of Tiwaripotamon Bott, 1970 (Crustacea: Brachyura: Potamidae) from Vietnam and China, one of which is new to science

FIGURE 3. Tiwaripotamon nganima n. sp. A–F, holotype male (59.3 × 43.6 mm) (ZRC2022.0810), Vietnam; G, paratype male (41.5 × 31.3 mm) (ZRC 2022.0811), Vietnam. A, chelae; B, left third maxilliped; C, right fourth ambulatory leg; D, male sternopleonal cavity; E, male posterior thoracic sternites and pleon; F, G, male pleon.

opennotspecifiedJul 2024View details →
zenodo32/100

FIGURE 9 in Taxonomic notes on three species of Tiwaripotamon Bott, 1970 (Crustacea: Brachyura: Potamidae) from Vietnam and China, one of which is new to science

FIGURE 9. Tiwaripotamon xiurenense Dai & Naiyanetr, 1994, overall dorsal habitus. A, holotype male (48.6 × 34.1 mm) (ZRC 2020.169), China; B, paratype female (29.7 × 23.1 mm) (CAS-CB 5197), China

opennotspecifiedJul 2024View details →
zenodo32/100

Involving Volunteers in Citizen Science: tips for Researchers

<div> <div> <div> <div>&nbsp;</div> </div> </div> </div> <div>The video introduces researchers to the possibilities of recruiting volunteers for citizen science projects.</div>

opencc-by-4.0Jul 2024View details →
zenodo32/100

Data from: Using artificial neural networks and citizen science data to assess jellyfish presence along coastal areas

<p><strong><span>General Information</span></strong></p> <p><span>This dataset was used in the study titled "Using artificial neural networks and citizen science data to assess jellyfish presence along coastal areas". The study employs citizen science data collected from the Infomedusa application to assess the presence of jellyfish on beaches along the Andalusian coast, along with environmental data to analyze the factors influencing jellyfish distribution. The study aims to employ machine learning techniques, specifically a Multi-Layer Perceptron (MLP) neural network, to classify user comments on the presence or absence of jellyfish and analyze how environmental factors such as sea surface temperature, wind direction, and wind speed influence jellyfish distribution.</span></p> <p><strong><span>Dataset Columns</span></strong></p> <ul> <li><strong><span>Fecha</span></strong><span>: Timestamp of the comment made by the user in the Infomedusa application.</span></li> <li><strong><span>Municipio</span></strong><span>: Name of the municipality where the beach mentioned in the comment is located.</span></li> <li><strong><span>Jellyfish</span></strong><span>: Binary variable indicating the presence (1) or absence (0) of jellyfish according to the user&rsquo;s comment.</span></li> <li><strong><span>Comunidad</span></strong><span>: Autonomous community to which the municipality belongs.</span></li> <li><strong><span>Provincia</span></strong><span>: Province to which the municipality belongs.</span></li> <li><strong><span>Latitud</span></strong><span>: Geographical latitude of the municipality where the comment was made.</span></li> <li><strong><span>Longitud</span></strong><span>: Geographical longitude of the municipality where the comment was made.</span></li> <li><strong><span>Set</span></strong><span>: Set of grouped beaches for geographical analysis. Each set includes beaches close to each other and the nearest weather station.</span></li> <li><strong><span>Month</span></strong><span>: Month when the comment was made.</span></li> <li><strong><span>Longitud_sea</span></strong><span>: Longitude of the nearest point in the sea for which environmental data was available.</span></li> <li><strong><span>Latitud_sea</span></strong><span>: Latitude of the nearest point in the sea for which environmental data was available.</span></li> <li><strong><span>SST</span></strong><span>: Sea Surface Temperature at the nearest point in the sea to the municipality, obtained from the Copernicus Marine Environment Monitoring Service.</span></li> <li><strong><span>Wind_dir</span></strong><span>: Wind direction measured at the weather station closest to the municipality, provided by the Spanish Meteorological Agency (AEMET).</span></li> <li><strong><span>Wind_speed</span></strong><span>: Wind speed measured at the weather station closest to the municipality, provided by the AEMET.</span></li> </ul> <p><strong><span>Data Sources</span></strong></p> <ul> <li><strong><span>Infomedusa APP</span></strong><span>: Application developed by the Provincial Council of Malaga and Aula del Mar of Malaga to monitor the presence of jellyfish through citizen participation.</span></li> <li><strong><span>Copernicus Marine Environment Monitoring Service (CMEMS)</span></strong><span>: Provides data on sea surface temperature with an hourly temporal resolution and a spatial resolution of 0.0625&deg; x 0.0625&deg;.</span></li> <li><strong><span>Agencia Estatal de Meteorolog&iacute;a (AEMET)</span></strong><span>: Provides daily data on wind direction and speed.</span></li> </ul>

opencc-by-4.0Jul 2024View details →
zenodo32/100

Citizen Science for Librarians: Introduction to the self-paced course

<p>LibOCS project partner KTU Library has made a brief introductory video about the self-paced online course for librarians.</p>

opencc-by-4.0Jul 2024View details →
zenodo32/100

Austrian Science Fund (FWF) Open Access Compliance Monitoring 2023

<p>I. Executive summary</p> <p>&nbsp;</p> <p>The Austrian Science Fund (FWF), which is Austria's main funding organisation for basic research, encourages and helps all project leaders and project staff members to make their peer-reviewed research results freely available on the Internet. Any exceptions must be clearly indicated and justified. For projects that started after 1 January 2015, open access has been compulsory for all peer-reviewed publications. All principal investigators in FWF-funded projects are obliged to submit a final report within four months of completing their projects.</p> <p>In 2023, a total of 560 final reports were submitted to the FWF, 36 of which could not report any publications so far. The publications and other data mentioned in those reports are archived and analysed by the FWF. This report examines the state of compliance with open access requirements for peer-reviewed publications on the basis of final project reports submitted in the year 2023.</p> <p>&nbsp;</p> <p>Main findings:</p> <p>&nbsp;</p> <p>-A total of 6.389 publications were listed in the final project reports submitted in 2023.</p> <p>-Of those publications, 5.296 were conclusively identified as peer-reviewed.</p> <p>-Regarding compliance with the FWF's Open Access Policy, the analysis shows that 84% of the peer-reviewed publications listed in the final project reports submitted in 2023 were openly accessible&nbsp; (2017: 90%, 2018: 92%, 2019: 89%, 2020: 84%, 2021: 82%, 2022: 85%).</p> <p>-The most frequently chosen option was hybrid open access (37%). The share of gold open access was 31%, the share of green open access 17%, and no open access 16%.</p> <p>-The majority of peer-reviewed publications submitted were journal articles (85%), 91% of which were openly accessible.</p> <p>-The lowest rate of compliance with the FWF's Open Access Policy could be found in editions, contributions to edited volumes, and monographs (34%).</p> <p>-The absolute number of publications listed in final reports in 2023 included 265 publications that were mentioned several times in different projects; however, those repetitions did not&nbsp; affect the relative share of open access publications (84%).</p> <p>&nbsp;</p> <p>II. Bias</p> <p>&nbsp;</p> <p>Most of the publications were submitted to the FWF via a research documentation system (provided by &copy;Researchfish), in which FWF-funded researchers are able to enter and update their research data on an ongoing basis. The last check of the open access status was performed in March 2024. In some cases, the embargo period may have already expired, and publications labelled &lsquo;closed&rsquo; in the FWF&rsquo;s database may now be accessible through green open access.</p> <p>&nbsp;</p> <p>Whenever the status &lsquo;peer-reviewed&rsquo; could not be clearly identified according to the FWF&rsquo;s guidelines, the publications were classified as non-peer reviewed.</p> <p>Openly available non-peer reviewed publications were entered as 'openly available&rsquo;.</p>

opencc-by-4.0Jul 2024View details →
zenodo32/100

Map. Distribution of Micomitra stupida (Rossi, 1790) on data in Zaitzev [1966]; Evenhuis, Greathead [2015] and the collection of the Zoological institute of Russian Academy of Sciences. Карта. Распространение Micomitra stupida (Rossi, 1790) по данным иЗ Зайцева [1966]; Evenhuis, Greathead [2015] и коллекционным материалам Зоологического института РАН. in First record of a bee fly (Diptera: Bombyliidae) parasitic on antlions (Myrmeleontidae) in Russia

Map. Distribution of Micomitra stupida (Rossi, 1790) on data in Zaitzev [1966]; Evenhuis, Greathead [2015] and the collection of the Zoological institute of Russian Academy of Sciences. Карта. Распространение Micomitra stupida (Rossi, 1790) по данным иЗ Зайцева [1966]; Evenhuis, Greathead [2015] и коллекционным материалам Зоологического института РАН.

opennotspecifiedSep 2019View details →
zenodo32/100

FIGURES 1a–e. Andrena campestris Eversmann, 1852 in The type specimens of bees (Hymenoptera, Apoidea) deposited in the Zoological Institute of the Russian Academy of Sciences, St. Petersburg. Contribution I. Family Halictidae, genus Lasioglossum Curtis, 1833

FIGURES 1a–e. Andrena campestris Eversmann, 1852. Lectotype, female: a—habitus, lateral view; b—metasoma, dorsal view; c—head, frontal view; d—mesosoma, dorsal view; e—labels.

opennotspecifiedApr 2018View details →
zenodo32/100

Supplementary data to the manuscript "Morphology and metabarcoding! A test with stream diatoms from Mexico highlights the complementarity of methods", submitted to Freshwater Science by D. Mora, N. Abarca, S. Proft, J. Grau, N. Enke, J. Carmona, O. Skibbe, R. Jahn and J. Zimmermann.

<p>Demultiplexed fastq files for 18 samples, accompanied by a table including sample numbers in the manuscript and sample numbers in the fastq files.</p>

opencc-by-4.0Jul 2018View details →
zenodo32/100

Crossref as a source of scientometric data for social & human sciences [dataset]

<p>This is a dataset used in and produced by research described in the paper titled &quot;Crossref as a source of scientometric data for social &amp; human sciences&quot;.</p>

openother-atJul 2018View details →
zenodo32/100

Backgroun in Computational Tools (Data Science Summer School Goettingen)

<p>Here is a dataset to understand the computational tools&nbsp;background of participants</p>

opencc-by-sa-4.0Aug 2018View details →
zenodo32/100

International Journal of Applied Research in Social Sciences

<p>International Journal of Applied Research in Social Sciences</p>

opencc-by-4.0Dec 2018View details →
zenodo32/100

International Journal of Applied Research in Social Sciences

<p>International Journal of Applied Research in Social Sciences</p>

opencc-by-4.0Dec 2018View 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