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.
6,704
datasets available to search
ShareScore release 0.9.0
Dataset results
6,704 results for “reports”
Dispa-SET Output files for the JRC report "Power System Flexibility in a variable climate"
<p>Here you can find the model results of the <a href="https://doi.org/10.2760/75312">report</a>:</p> <pre><code>De Felice, M., Busch, S., Kanellopoulos, K., Kavvadias, K. and Hidalgo Gonzalez, I., Power system flexibility in a variable climate, EUR 30184 EN, Publications Office of the European Union, Luxembourg, 2020, ISBN 978-92-76-18183-5 (online), doi:10.2760/75312 (online), JRC120338. </code></pre> <p>This dataset contains both the raw GDX files generated by the GAMS (<www.gams.com>) optimiser for the <a href="http://www.dispaset.eu">Dispa-SET model</a>. Details on the output format and the names of the variables can be found in the Dispa-SET documentation. A markdown notebook in R (and the rendered PDF) contains an example on how to read the GDX files in R.</p> <p>We also include in this dataset a data frame saved in the <a href="https://parquet.apache.org/">Apache Parquet format</a> that can be read both <a href="http://arrow.apache.org/blog/2019/08/08/r-package-on-cran/">in R</a> and <a href="https://arrow.apache.org/docs/python/parquet.html">Python</a>.</p> <p>A description of the methodology and the data sources with the references can be found into the report.</p> <p><strong>Linked resources</strong></p> <ul> <li>Input files:<strong> </strong>https://zenodo.org/record/3775569#.XqqY3JpS-fc</li> <li>Source code for the figures: https://github.com/energy-modelling-toolkit/figures-JRC-report-power-system-and-climate-variability</li> </ul> <p><strong>Update</strong></p> <p>[29/06/2020] Updated new version of the Parquet file with the right data in the column `climate_year`</p>
Patient-reported physical functioning of critical illness survivors 1-year after ICU-admission
<p>Dataset for manuscript: "Patient-reported physical functioning is limited in almost half of critical illness survivors 1-year after ICU-admission: a retrospective single-centre study"</p>
IPBES Data Management Tutorials - Session 3.1: General introduction to data management reports
<p>The <em>IPBES data management tutorials</em> are short videos to help experts implement the IPBES data management Policy. They cover topics ranging from data management policy, reports, active research data, tools, and examples.</p> <p>The <em>IPBES data management reports </em>chapter provides an overview and discussion of specific elements of IPBES data management reports.</p> <p>This session provides a <em>general introduction to data management reports</em> and explains the difference between data management plans and data management reports.</p>
Data for dissemination and communication reporting_v2
<p>These data were collected through the periodic monitoring of the project's miscellaneous dissemination activities, such as publications in relevant journals, posts, etc. The data consist of a list that depicts the number of publications, posts, events organized or attended by the consortium partners, etc. as well as the number of different type of stakeholders reached by the project's dissemination activities. The purpose of collecting this data is to assess the outreach and efficiency of the dissemination activities during the implementation of the project.</p>
IPBES Data Management Tutorials - Session 3.2: Structure of a data management report and versioning
<p>The <em>IPBES data management tutorials</em> are short videos to help experts implement the IPBES data management Policy. They cover topics ranging from data management policy, reports, active research data, tools, and examples.</p> <p>The <em>IPBES data management reports </em>chapter provides an overview and discussion of specific elements of IPBES data management reports.</p> <p>This session, <em>Structure of a data management report and versioning</em>, details the structure of a data management report and guidelines for versioning. </p>
IPBES Data Management Tutorials - Session 3.3: Data management report details: Data and metadata documentation and curation
<p>The <em>IPBES data management tutorials</em> are short videos to help experts implement the IPBES data management Policy. They cover topics ranging from data management policy, reports, active research data, tools, and examples.</p> <p>The <em>IPBES data management reports </em>chapter provides an overview and discussion of specific elements of IPBES data management reports.</p> <p>This session <em>Data management report details: Data and metadata documentation and curation </em>reviews what should be included in metadata and why it should be tracked in a data management report.</p>
Do children learn from their mistakes? A registered report evaluating error-based theories of language acquisition
<p>Error-based theories of language acquisition suggest that children, like adults, continuously make and evaluate predictions in order to reach an adult-like state of language use. However, while these theories have become extremely influential, their central claim - that unpredictable input leads to higher rates of lasting change in linguistic representations – has scarcely been tested. We designed a prime surprisal-based intervention study to assess this claim.</p> <p>As predicted, both 5- to 6-year-old children (n=72) and adults (n=72) showed a pre- to post-test shift towards producing the dative syntactic structure they were exposed to in surprising sentences. The effect was significant in both age groups together, and in the child group separately when participants with ceiling performance in the pre-test were excluded. Secondary predictions were not upheld: there were no verb-based learning effects and there was only reliable evidence for immediate prime surprisal effects in the adult, but not in the child group. To our knowledge this is the first published study demonstrating enhanced learning rates for the same syntactic structure when it appeared in surprising as opposed to predictable contexts, thus providing crucial support for error-based theories of language acquisition.</p>
Magic Deliverable 5.1 - Datasets - Report on EU sustainability goals: insights from Quantitative Story Telling and WEFE nexus
<p>This repository contains datasets used in the production of figures contained in MAGIC Deliverable 5.1</p> <p>Matthews K.B. (Hutton), Blackstock K.L. (Hutton), Waylen K.A. (Hutton), Juarez-Bourke A. (Hutton) Miller D.G. (Hutton), Wardell-Johnson D.H. (Hutton), Rivington M. (Hutton), Hague A. (Hutton), Fisher D. (Hutton), Renner A. (UAB), Cadillo-Benalzacar J. (UAB), Schyns J. (UT), Giampietro M. (UAB)</p> <p>MAGIC (H2020-GA 689669) Project Deliverable 5.1 - July 2020</p> <p><a href="https://magic-nexus.eu/documents/deliverable-51-report-eu-sustainability-goals">MAGIC Deliverable 5.1</a></p>
A rare entity - percutaneous lead extraction in a very late onset pacemaker endocarditis - case report and review of literature
<p><strong>Video 1.</strong> Transthoracic two-dimensional echocardiography apical 4-chamber view: large hypoechogenic hyper-pedunculated mobile mass at the level of tricuspid valve; <strong>Video 2.</strong> Transesophageal two-dimensional echocardiography: low echogenicity pedunculated mass attached to the pacemaker lead, with multiple sites of binding, with no supplementary involvement of the tricuspid valve and myxomatous appearance of the posterior leaflet with hypermobility and rupture of chordae; <strong>Video 3. </strong>Fluoroscopy during the lead extraction procedure, after freeing the lead from adhesions: traction of the lead from the right ventricular apex, through the tricuspid valve, right atrium, superior vena cava and left subclavian vein, to complete lead removal; <strong>Video 4.</strong> Postprocedural transesophageal two-dimensional echocardiography: posterior leaflet chordae rupture, no residual vegetation, no pericardial effusion; <strong>Video 5.</strong> Transthoracic two-dimensional echocardiography parasternal short axis, no additional cardiac masses, posterior leaflet chordae rupture of the tricuspid valve; <strong>Video 6.</strong> Transthoracic two-dimensional echocardiography parasternal short axis, color Doppler: mild tricuspid regurgitation, with two small thin jets.</p>
AI results complementing the Annual Report on surveillance for Avian Influenza in poultry and wild birds in Member States of the European Union - Denmark
<p>This dataset contains the results of the EU co-funded surveillance activities conducted in 2019, which consisted of:</p> <ul> <li>Serological surveys to monitor the circulation of AIV subtypes H5 and H7 in poultry (active surveillance). These surveys should preferentially target poultry species or production systems with increased risk for introduction of avian influenza (AI).</li> <li>Passive surveillance aiming at the virological detection of AI in wild birds found dead or moribund.</li> </ul>
AI results complementing the Annual Report on surveillance for Avian Influenza in poultry and wild birds in Member States of the European Union - Austria
<p>This dataset contains the results of the EU co-funded surveillance activities conducted in 2019, which consisted of:</p> <ul> <li>Serological surveys to monitor the circulation of AIV subtypes H5 and H7 in poultry (active surveillance). These surveys should preferentially target poultry species or production systems with increased risk for introduction of avian influenza (AI).</li> <li>Passive surveillance aiming at the virological detection of AI in wild birds found dead or moribund.</li> </ul>
Career Within Academia, Survey Report: Embedded Discrimination and Career Tips for junior researchers.
<p>We have asked junior researchers that are or have been engaged in a career within Norwegian academia to share their career experience and perspectives. Despite our comprehensive questionnaire, we collected 193 responses coming from various fields and with different levels of seniority, with a survey combining both closed-ended and open-ended questions.</p> <p><br> A baseline hypothesis in academic policy is that, by increasing the competition to reach a certain position, the best candidates will be selected. We here examine the consequence of this selective path on the competitors and how the selection criteria is perceived by participants in our study.</p> <p>In the second document we disclose the open answers provided by the respondents. To facilitate the navigation in the wide set of tips collected, we subdivided the answer in categories:<br> Work/personal life balance, Academic Career Planning, which contains Network, general strategy tips, CV development, scientific communication and advisor, and Career outside academia tips. At the end of these sections, we collected longer and more comprehensive suggestions in the category "Broad tips".<br> As it can be noted by the answers, a large set of concepts have been discussed by the respondents. Further analysis concerning associations between these observations and its consequences for the candidates, on career tips from researchers to junior researchers**, will be provided in forthcoming publications based on the collected data.</p> <p> </p> <p> </p> <p> </p>
Dataset for article: Changes in evidence for studies assessing interventions for COVID-19 reported in preprints: meta-research study. BMC Med 18, 402 (2020).
<p>This dataset was used in the analyses reported in Oikonomidi, T., Boutron, I., Pierre, O. et al. Changes in evidence for studies assessing interventions for COVID-19 reported in preprints: meta-research study. BMC Med 18, 402 (2020). https://doi.org/10.1186/s12916-020-01880-8. </p> <p>This project is ancillary to the COVID-NMA Living systematic review and network meta-analysis of Covid-19 trials: https://covid-nma.com/</p> <p>The first spreadsheet entitled "key" includes the full description of the dataset.</p>
Dataset - Assessing the Students' Understanding and their Mistakes in Code Review Checklists -An Experience Report of 1,791 Code Review Checklists Questions from 394 Students
<p>This is the assignment specification and artifacts related to the paper "Assessing the Students' Understanding and their Mistakes in Code Review Checklists -An Experience Report of 1,791 Code Review Checklists Questions from 394 Students", ICSE-JSEET 2021.</p>
FIG. 1 in The first report of Lesbosoxylon Süss & Velitzelos from the early-middle Miocene of eastern Anatolia
FIG. 1. — The location of the site, in the Erzincan province, east-central Turkey.
Measurement report: quantifying source contribution of fossil fuels and biomass-burning black carbon aerosol in the southeastern margin of the Tibetan Plateau
<p>Anthropogenic emissions of Black carbon (BC) aerosol are transported from Southeast Asia to the southwestern Tibetan Plateau (TP) during the pre-monsoon; however, the quantities of BC from different anthropogenic sources and the transport mechanisms are still not well constrained because there have been no high-time-resolution BC source apportionments. Intensive measurements were taken in a transport channel for pollutants from Southeast Asia to the southeastern margin of TP during the pre-monsoon to investigate the influences of fossil fuels and biomass burning on BC. A receptor model coupled multi-wavelength absorption with aerosol species concentrations was used to retrieve site-specific Ångström exponents (AAE) and mass absorption cross-sections (MAC) for BC. An ‘aethalometer model’ that used those values showed that biomass burning had a larger contribution to BC mass than fossil fuels (BCbiomass = 57% versus BCfossil = 43%). The potential source contribution function indicated that BCbiomass was transported to the site from northeastern India and northern Burma, The Weather Research and Forecasting model coupled with chemistry (WRF-Chem) model indicated that 40% of BCbiomass originated from Southeast Asia, while the high BCfossil was transported from the southwest of sampling site. A radiative transfer model indicated that the average atmospheric direct radiative effects (DRE) of BC was +4.6 ± 2.4 W m<sup>-2</sup> with +2.5 ± 1.8 W m<sup>-2</sup> from BCbiomass and +2.1 ± 0.9 W m<sup>-2</sup> from BCfossil. The DRE of BCbiomass and BCfossil produced heating rates of 0.07 ± 0.05 and 0.06 ± 0.02 K day<sup>-1</sup>, respectively. This study provides insights into sources of BC over a transport channel to the southeastern TP and the influence of the cross-border transportation of biomass burning emissions from Southeast Asia during the pre-monsoon.</p>
Characterizing Highly Cited Papers in Mass Cytometry through H-Classics: WoS dataset and citation report
<p>Dataset and citation report extracted from Web of Science (WoS) used to characterize highly cited papers in mass cytometry research field from 2010 to 2019.</p>
GUT MICROBIOME COMPOSITION IN ALZHEIMER'S DEMENTIA PATIENTS: REPORT FROM PILOT STUDY IN KAZAKHSTAN
<p>Sequencing raw data of microbiome in fastq format</p>
Data from: Conformational dynamics in TRPV1 channels reported by an encoded coumarin amino acid
TRPV1 channels support the detection of noxious and nociceptive input. Currently available functional and structural data suggest that TRPV1 channels have two gates within their permeation pathway: one formed by a ′bundle-crossing′ at the intracellular entrance and a second constriction at the selectivity filter. To describe conformational changes associated with channel gating, the fluorescent non-canonical amino acid coumarin-tyrosine was genetically encoded at Y671, a residue proximal to the selectivity filter. Total internal reflection fluorescence microscopy was performed to image the conformational dynamics of the channels in live cells. Photon counts and optical fluctuations from coumarin encoded within TRPV1 tetramers correlates with channel activation by capsaicin, providing an optical marker of conformational dynamics at the selectivity filter. In agreement with the fluorescence data, molecular dynamics simulations display alternating solvent exposure of Y671 in the closed and open states. Overall, the data point to a dynamic selectivity filter that may serve as a gate for permeation.
Figure 3 in The first report on oribatid mites in tundra belts of the Lovozersky Mountains on the Kola Peninsula, Russia
Figure 3 Discriminant (canonical) function analysis of relative abundance of oribatid mites in ex-
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.