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.

12,237

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

12,237 results for “2019”

Learn how ShareScore rates datasets ↗
dryad32/100

An interactive tool to forecast us hospital needs in the Coronavirus 2019 pandemic

<p>We developed an application (https://rush-covid19.herokuapp.com/) to aid US hospitals in planning their response to the ongoing COVID-19 pandemic. Our application forecasts hospital visits, admits, discharges, and needs for hospital beds, ventilators, and personal protective equipment by coupling COVID-19 predictions to models of time lags, patient carry-over, and length-of-stay. Users can choose from seven COVID-19 models, customize a large set of parameters, examine trends in testing and hospitalization, and download forecast data.</p> <p>The data and scripts contained herein are used to generate Figure 1 of the associated manuscript, which presents general forms of the models used by our application and presents results for each model across time.</p>

opencc-zeroSep 2021View details →
zenodo32/100

NLL-SSST-coherence earthquake relocation catalog for the 2019-2020 Southwest Puerto Rico earthquake sequence.

<p>CSV table of the NLL-SSST-coherence earthquake relocation catalog for the 2019-2020 Southwest Puerto Rico earthquake sequence.</p> <p>This dataset is from relocations presented in the article:<br> The 2019-2020 Southwest Puerto Rico earthquake sequence: seismicity and faulting<br> by Blaž Vičič, Seyyedmaalek Momeni, Alessandra Borghi, Anthony Lomax, and Abdelkrim Aoudia<br> published in Seismological Research Letters</p>

opencc-by-4.0Sep 2021View details →
zenodo32/100

FIGURE 6 in A new species of subgenus Asonicogryllus He, 2019 from Yunnan (Orthoptera: Gryllidae: Gryllinae)

FIGURE 6. Asonicogryllus kwanghua: A. male; B. female; C. male head in front view; D. male head in lateral view.

opennotspecifiedSep 2021View details →
zenodo32/100

FIGURE 2 in A new species of subgenus Asonicogryllus He, 2019 from Yunnan (Orthoptera: Gryllidae: Gryllinae)

FIGURE 2. Morphological features of Loxoblemmus (Asonicogryllus) bronzus. A. male pronotum and forewing; B. female pronotum and forewing; C. male head in front view; D. male head in dorsal view; E. male head in lateral view; F. male foretibia from inner side; G. male foretibia from outside; H. male hind tibiae in dorsal view; I. male epiproct in dorsal view; J. ovipositor in lateral view.

opennotspecifiedSep 2021View details →
zenodo32/100

FIGURE 1 in A new species of subgenus Asonicogryllus He, 2019 from Yunnan (Orthoptera: Gryllidae: Gryllinae)

FIGURE 1. The phylogenetic relationship among some Gryllinae species inferred from the COI-cytb-18S-28S concatenated fragments. The tree was constructed by Maximum likelihood (ML) with GTR+G4+F model and rooted by Duolandrevus obsidianus. Topology supports of all major nodes are indicated above branches by SH-aLRT value and the bootstrap value.

opennotspecifiedSep 2021View details →
zenodo32/100

Tuna_imports_EU_westafrica_2015_2019_Comext

<p>Comext Download of groups of HS-8 codes for tuna; tuna loins, other prepared/preserved, frozen whole.</p> <p>From Cabo Verde, Ghana, Senegal and Cote d&#39;Ivoire to EU for the period 2015 to 2019.</p> <p>Value in EUR and quantity in 100 kgs.</p>

opencc-by-4.0Sep 2021View details →
zenodo32/100

Webinar - Efeitos da Concentração Regional de Operadoras de Planos de Saúde sobre a Qualidade de Atendimento entre 2014 e 2019 no Brasil: uma Abordagem de Dados em Painel

<p>Evento com apresenta&ccedil;&atilde;o do Relat&oacute;rio T&eacute;cnico-Conclusivo derivado da disserta&ccedil;&atilde;o de mestrado de Jefferson Siqueira Alves orientada por Vladimir Fernandes Maciel, com o t&iacute;tulo &quot;Efeitos da Concentra&ccedil;&atilde;o Regional de Operadoras de Planos de Sa&uacute;de sobre a Qualidade de Atendimento entre 2014 e 2019 no Brasil: Uma Abordagem de Dados em Painel&quot;. O&nbsp;relat&oacute;rio t&eacute;cnico-conclusivo foi disponibilizado no reposit&oacute;rio internacional Zenodo, com acesso dispon&iacute;vel no link: <a href="https://doi.org/10.5281/zenodo.5503808?fbclid=IwAR2ORgMXqJdK4moARpwAMCwssNWlI7zp4C7jufk5GcUNLTRNsYJDBpH6WYk">https://doi.org/10.5281/zenodo.5503808</a></p>

opencc-by-4.0Oct 2021View details →
zenodo32/100

Comprehensive observation data in Xiangyang for the period January 3 to January 9, 2019

<p>This dataset presents the&nbsp;comprehensive observation data used in the analysis of a heavy pollution event in&nbsp;Xiangyang &nbsp;for the period January 3 to January 9, 2019.&nbsp;The data of meteorological elements, turbulence variables, temperature profile, PBL height, inversion-layer, relatively humidity profile, vertical distribution of PM<sub>2.5</sub>, wind speed and direction was available in each sheet of the&nbsp;&nbsp;Excel file.</p>

opencc-by-4.0Oct 2021View details →
zenodo32/100

FIGURE­1. Map showing the sampling localities and distribution of all valid Korean species identified and described so far. The black line between Stations 6a and 6b represents a man-made road with no gap for water entry from either side. Stations 1 to 15 refer to the study sites in Vakati et al. (2019), station 16 refers to the study site in Kim et al. (2017). in -On- two- new- species- of- Nannopus- Brady,- 1880- (Copepoda:- Harpacticoida Nannopodidae)-from-intertidal-mudflats-of-the-Korean-west-coast-(Yellow-Sea)

FIGURE­1. Map showing the sampling localities and distribution of all valid Korean species identified and described so far. The black line between Stations 6a and 6b represents a man-made road with no gap for water entry from either side. Stations 1 to 15 refer to the study sites in Vakati et al. (2019), station 16 refers to the study site in Kim et al. (2017).

opennotspecifiedOct 2021View details →
dryad32/100

Boardman River 2019 eDNA metabarcoding water sample data

<p>Understanding biodiversity in aquatic systems is critical to ecological research and conservation efforts, but accurately measuring species richness using traditional methods can be challenging. Environmental DNA (eDNA) metabarcoding, which uses high-throughput sequencing and universal primers to amplify DNA from multiple species present in an environmental sample, has shown great promise for augmenting results from traditional sampling to characterize fish communities in aquatic systems. Few studies, however, have compared exhaustive traditional sampling with eDNA metabarcoding of corresponding water samples at a small spatial scale. We intensively sampled Boardman Lake (1.4 km<sup>2</sup>) in Michigan, USA from May to June in 2019 using gill and fyke nets and paired each net set with lake water samples collected in triplicate. We analyzed water samples using eDNA metabarcoding with 12S and 16S fish-specific primers and compared estimates of fish diversity among methods. In total, we set 60 nets and analyzed 180 1 L lake water samples. We captured a total of 12 fish species in our traditional gear and detected 40 taxa in the eDNA water samples, which included all the species observed in nets. The 12S and 16S assays detected a comparable number of taxa, but taxonomic resolution varied between the two genes. In our traditional gear, there was a clear difference in the species selectivity between the two net types, and there were several species commonly detected in the eDNA samples that were not captured in nets. Finally, we detected spatial heterogeneity in fish community composition across relatively small scales in Boardman Lake with eDNA metabarcoding, but not with traditional sampling. Our results demonstrated that eDNA metabarcoding was substantially more efficient than traditional gear for estimating community composition, highlighting the utility of eDNA metabarcoding for assessing species diversity and informing management and conservation.</p>

opencc-zeroOct 2021View details →
zenodo32/100

Currier_et_al_2019

<p>Clipped versions of the ALS point clouds from six TLS sites at NASA&#39;s 2017 SnowEx.</p> <p>TLS point clouds from six TLS sites at NASA&#39;s 2017 SnowEx.</p> <p>1-m digital terrain models from NASA&#39;s 2017 SnowEx.</p> <p>Ultrasonic snow depth data from 2 meteorological towers at NASA&#39;s 2017 SnowEx.</p>

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

TAU Urban Acoustic Scenes 2019, Leaderboard dataset

<p>TAU Urban Acoustic Scenes 2019, Leaderboard dataset consists of 10-seconds audio segments from 10 acoustic scenes:</p> <ul> <li>Airport - <em>airport</em></li> <li>Indoor shopping mall - <em>shopping_mall</em></li> <li>Metro station - <em>metro_station</em></li> <li>Pedestrian street - <em>street_pedestrian</em></li> <li>Public square - <em>public_square</em></li> <li>Street with medium level of traffic - <em>street_traffic</em></li> <li>Travelling by a tram - <em>tram</em></li> <li>Travelling by a bus - <em>bus</em></li> <li>Travelling by an underground metro - <em>metro</em></li> <li>Urban park - <em>park</em></li> </ul>

openother-ncMay 2019View details →
zenodo32/100

TAU Urban Acoustic Scenes 2019 Openset, Leaderboard dataset

<p>TAU Urban Acoustic Scenes 2019 Openset leaderboard dataset consists of 10-seconds audio segments from 10 acoustic scenes:</p> <ul> <li>Airport - <em>airport</em></li> <li>Indoor shopping mall - <em>shopping_mall</em></li> <li>Metro station - <em>metro_station</em></li> <li>Pedestrian street - <em>street_pedestrian</em></li> <li>Public square - <em>public_square</em></li> <li>Street with medium level of traffic - <em>street_traffic</em></li> <li>Travelling by a tram - <em>tram</em></li> <li>Travelling by a bus - <em>bus</em></li> <li>Travelling by an underground metro - <em>metro</em></li> <li>Urban park - <em>park</em></li> </ul> <p>In addition, material for Unknown scenes are provided</p>

openother-ncMay 2019View details →
zenodo32/100

TAU Urban Acoustic Scenes 2019 Mobile, Leaderboard dataset

<p>TAU Urban Acoustic Scenes 2019 Mobile, Leaderboard dataset consists of 10-seconds audio segments from 10 acoustic scenes:</p> <ul> <li>Airport - <em>airport</em></li> <li>Indoor shopping mall - <em>shopping_mall</em></li> <li>Metro station - <em>metro_station</em></li> <li>Pedestrian street - <em>street_pedestrian</em></li> <li>Public square - <em>public_square</em></li> <li>Street with medium level of traffic - <em>street_traffic</em></li> <li>Travelling by a tram - <em>tram</em></li> <li>Travelling by a bus - <em>bus</em></li> <li>Travelling by an underground metro - <em>metro</em></li> <li>Urban park - <em>park</em></li> </ul>

openother-ncMay 2019View details →
zenodo32/100

"RadioICE" McMurdo-South Pole HF sounder data from 2019

<p>Results of the 12-frequency sounding experiment described in Chartier et al. (2020).&nbsp;https://amt.copernicus.org/articles/13/3023/2020/amt-13-3023-2020.html</p> <p>&nbsp;</p>

opencc-by-4.0Oct 2022View details →
zenodo32/100

FIGURES 27−30. Extraordinarius klausmeinei Rheims, 2019 in New species and records of the genus Extraordinarius Rheims, 2019 (Araneae Sparassidae: Sparianthinae)

FIGURES 27−30. Extraordinarius klausmeinei Rheims, 2019, female (IBSP 249601). 27−28 Habitus (27 dorsal, 28 ventral); 29−30 epigyne/vulva (29 ventral, 30 dorsal). Scale lines 27−28: 2 mm; 29−30: 1 mm.

opennotspecifiedNov 2022View details →
zenodo32/100

FIGURES 21−26. 21−23 in New species and records of the genus Extraordinarius Rheims, 2019 (Araneae Sparassidae: Sparianthinae)

FIGURES 21−26. 21−23 Extraordinarius angusyoungi spec. nov., female (holotype). Epigyne/vulva (21 ventral, 22 dorsal, 23 schematic course of internal duct system). 24−26 Extraordinarius klausmeinei Rheims, 2019, female (IBSP 249601). Epigyne/ vulva (24ventral, 25 dorsal, 26 schematic course of internal duct system). Sc—anterior scape. Scale lines: 1 mm.

opennotspecifiedNov 2022View details →
zenodo32/100

FIGURES 2−6 in New species and records of the genus Extraordinarius Rheims, 2019 (Araneae Sparassidae: Sparianthinae)

FIGURES 2−6. Extraordinarius alicecooperi spec. nov., male (holotype). 2−3 Habitus (2 dorsal, 3 ventral); 4−6 Left palp (4 prolateral, 5 ventral, 6 retrolateral). Scale lines: 2−3: 2 mm; 4−6: 1 mm.

opennotspecifiedNov 2022View details →
zenodo32/100

FIGURES 17−20 in New species and records of the genus Extraordinarius Rheims, 2019 (Araneae Sparassidae: Sparianthinae)

FIGURES 17−20. Extraordinarius angusyoungi spec. nov., female (holotype). 17−18 Habitus (17 dorsal, 18 ventral); 19−20 epigyne/vulva (19 ventral, 20 dorsal). Scale lines: 17−18: 2 mm, 19−20: 1 mm.

opennotspecifiedNov 2022View details →
zenodo32/100

FIGURE 1 in New species and records of the genus Extraordinarius Rheims, 2019 (Araneae Sparassidae: Sparianthinae)

FIGURE 1. Extraordinarius alicecooperi spec. nov. male (holotype). Photo: Martín Ramírez (no. 1436).

opennotspecifiedNov 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.