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3,172 results for “public”

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zenodo32/100

FIGURE 1. Kalanchoe porphyrocalyx. A in A reassessment of combinations previously proposed or published for Kalanchoe subg. Alatae (Crassulaceae subfam. Kalanchooideae), and its valid publication at the rank of subgenus

FIGURE 1. Kalanchoe porphyrocalyx. A. Close-up of foliage and flowers. B. Corolla segments viewed from the mouth, i.e., from above. Note the burgundy red sepals. Both photographs by Gideon F. Smith.

opennotspecifiedFeb 2023View details →
zenodo32/100

FIGURE 2. Kalanchoe uniflora. A. Growing epiphytically with the thin stems typically descending. B in A reassessment of combinations previously proposed or published for Kalanchoe subg. Alatae (Crassulaceae subfam. Kalanchooideae), and its valid publication at the rank of subgenus

FIGURE 2. Kalanchoe uniflora. A. Growing epiphytically with the thin stems typically descending. B. Flowers and leafy stems in lateral view. Both photographs by Gideon F. Smith.

opennotspecifiedFeb 2023View details →
zenodo32/100

Supplementary material 1 from: Bourret A, Nozères C, Parent E, Parent GJ (2023) Maximizing the reliability and the number of species assignments in metabarcoding studies using a curated regional library and a public repository. Metabarcoding and Metagenomics 7: e98539. https://doi.org/10.3897/mbmg.7.98539

Creation of Gulf of St. Lawrence regional library (GSL-rl) and creation of an eDNA metabarcoding dataset

opencc-zeroFeb 2023View details →
zenodo32/100

In silico Antibody-Peptide Epitope prediction for Personalized cancer therapy publication data

<p>In silico Antibody-Peptide Epitope prediction for Personalized cancer therapy publication data</p>

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

Dataset of the publication: Large-scale Characterization of Java Streams

<p>This repository contains&nbsp;all the data&nbsp;supporting the findings of the&nbsp;research article:&nbsp;<em>Large-scale Characterization of Java Streams</em>, including the list of all analyzed projects and their metadata. The repository contains two files as follows:</p> <p>1. database.tar: This archive contains all the data that supports the findings reported in the manuscript entitled &ldquo;Large-scale Characterization of Java Streams&rdquo; which is under revision.</p> <p>The data is provided as a database created via PostgreSQL and can be restored to an installation of PostgreSQL (version 12 or later) by following&nbsp;the next procedure:</p> <p>A. Using pgAdmin (https://www.pgadmin.org/):</p> <p>- Enter to the &quot;Restore Dialog&quot; (https://www.pgadmin.org/docs/pgadmin4/development/restore_dialog.html).</p> <p>- Select as &quot;Format&quot; the &quot;Custom or tar&quot; option.</p> <p>- When selecting the &quot;Filename&quot;, browse to the folder where this archive was decompressed and select the file &quot;database.tar&quot;.</p> <p>2. ListOfProjects.csv: This comma-separated value file contains the list of all analyzed projects and their metadata.</p>

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

Dataset for publication: Investigating the use of Polarization maintaining FBG sensors for GW based SHM

<p>The upload contains code and data files for generating plots for Polarization maintaining FBG sensor from all slopes ( upward and downward of 2 peaks).</p> <p>The measurement campaign will be explained in detail in a journal article which is in preparation. The link to the article will be updated.</p> <p>Frequencies from 40-200 kHz were excited.</p> <p>Type of data: matlab files, data and code</p> <p>language: english</p> <p>Dataset was used for the publication: Investigating the use of Polarization maintaining FBG sensors for GW based SHM</p> <p>The measurements were conducted under the&nbsp;project &ldquo;Guided waves based reference-free SHM using fiber Bragg grating sensors (REF-FREE)&rdquo; (2020/39/D/ST8/00188) granted by National Science Center, Poland.</p>

opencc-zeroDec 2022View details →
zenodo32/100

Global-Local Actions, Network and Territorial Development at Iberoamerica: The UNESCO chair in Creative Economy and Public Policy

<p>Grava&ccedil;&atilde;o do Painel sobre A&ccedil;&otilde;es Globais-Locais, Redes e Desenvolvimento Territorial na Iberoamerica: a C&aacute;tedra UNESCO em Economia Criativa e Pol&iacute;ticas P&uacute;blicas - Palestra no EnANPAD 2022 Global-Local Actions, Network and Territorial Development at Iberoamerica: The UNESCO chair in Creative Economy and Public Policy.</p> <p>Atividade da divis&atilde;o APB no EnANPAD 2022 - <a href="http://www.anpad.org.br">www.anpad.org.br</a></p> <p>Proponente/Proponent: Magnus Luiz Emmendoerfer - PPG-ADM/UFV</p> <p>Painelistas/Panelists: M&aacute;rio Vasconcellos Sobrinho - PPAD/UNAMA and PPGEDAM/UFPA Estela Najberg - PPGADM/UFG Kelly Maria Paz e Silva - PROPAD/DCA/CCSA/UFPE Thiago Duarte Pimentel - PPGA/FACC/CMAA/UFJF and PPG/UFJF</p>

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

Data for the publication by Mouchi et al "A step towards measuring connectivity in the deep-sea: elemental fingerprints of mollusk larval shells discriminate hydrothermal vent sites"

<p>This is the elemental data collected by fsLA-ICP-MS-MS on 600 individual larval shells of the hydrothermal-vent limpet Shinkailepas tollmanni from 14 sites in the Southwest Pacific Ocean.</p> <p>The first column indicates the sample ID corresponding to onship sample during the scientific cruise CHUBACARC (Hourdez &amp; Jollivet, 2019).</p> <p>The second column indicates the S. tollmanni sample ID from the publication of Mouchi et al.</p> <p>Columns 3 to 15 correspond to elemental abundances measured.</p> <p>Column 16 to 18 correspond to the region, area and hydrothermal sites, respectively, for each larval shell.</p> <p>&nbsp;</p> <p>Hourdez, S., Jollivet, D., 2019. CHUBACARC cruise, <em>L&rsquo;Atalante R/V</em>. doi: 10.17600/18001111.</p>

openApr 2023View details →
zenodo32/100

Figure 1 in Male homophily in South American herpetology: one of the major processes underlying the gender gap in publications

Figure 1. Co-authorship networks of two South American herpetological journals, considering multiple-authored articles published. Each point represents an author colored by gender, and each line represents a co-authorship connection in a publication. The enlightened areas are the most connected clusters in each network. Pie-charts show the distribution of connections by gender. Barplots show the gender distribution of the first 40 higher betweenness scores. (A-C) Cuadernos de Herpetología's network of papers published between 1985 and 2019. (D-F) South American Journal of Herpetology's network of papers published between 2006 and 2019. Abbreviations: MM = man–man connections; WM = woman–man connections; WW = woman–woman connections.

opennotspecifiedJul 2021View details →
zenodo32/100

Figure 2 in Male homophily in South American herpetology: one of the major processes underlying the gender gap in publications

Figure 2. Bibliometric data of nine herpetological journals. (A-C) Gender ratio in papers published during 2018 and 2019, considering different taxonomic groups and sub-areas. Multi authored papers considering the journal's qualies: (D) gender composition within publishing groups, and (E-J) gender participation in protagonic roles and its effect on the proportion

opennotspecifiedJul 2021View details →
zenodo32/100

Data associated with the publication "Assembling membraneless organelles from de novo designed proteins"

<p>Raw data used in the manuscript&nbsp;&quot;Assembling membraneless organelles from de novo designed proteins&quot;</p>

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

Dataset and code accompanying publication: "High gamma coherence between task-responsive sensory-motor cortical regions in a motor reaction-time task"

<p>For questions, contact Peter Brunner, PhD (pbrunner@wustl.edu)</p> <p>Code written by Shashank Anand&nbsp;(sanand24@wustl.edu) and Hohyun Cho (hohyun@wustl.edu)</p> <p>This repository contains the processed data and&nbsp;MATLAB scripts (*.m) used to create the figures of this publication.&nbsp;</p> <p>Custom dependences are included. EEGLAB and VERA must be downloaded separately.&nbsp;</p> <p>Figure 4 is generated using the same code as Figure 3 (fig3.m), but by changing the frequency of the coherence analysis.&nbsp;</p>

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

Estimating the probability of public companies to suffer financial distress in emerging markets

<p>Dataset for estimating the probability of public companies to suffer financial distress in emerging markets</p>

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

Figure 2 in Male homophily in South American herpetology: one of the major processes underlying the gender gap in publications

Figure 2. Bibliometric data of nine herpetological journals. (A-C) Gender ratio in papers published during 2018 and 2019, considering different taxonomic groups and sub-areas. Multi authored papers considering the journal's qualies: (D) gender composition within publishing groups, and (E-J) gender participation in protagonic roles and its effect on the proportion of female co-authors. Single authored papers: (K) gender distribution on average and discriminated by journal's qualies. Editorial Boards by journals in 2019: (L) gender proportion within each journal, and (M) percentage of similarity between members of different journals. Abbreviations: ACTH = Acta Herpetologica; AFJH = African Journal of Herpetology; BG = Biogeography; CHER = Cuadernos de Herpetología; CM = Communication; CS = Conservation; EC = Ecology; ET = Ethology; HBUL = Herpetological Bulletin; HEGI = Herpetologica; HEMO = Herpetological Monographs; HREV = Herpetological Review; MO = Morphology; PHYL = Phyllomedusa; SAJH = South American Journal of Herpetology; SI = Systematics; Q1 = 1st quartile; Q2 = 2nd quartile; Q3 = 3rd quartile; Q4 = 4 Downloaded th quartilefrom

opennotspecifiedJul 2021View details →
zenodo32/100

Datasets associated with the publication: "The three-dimensional structure of fronts in mid-latitude weather systems in numerical weather prediction models".

<p>ECMWF HRES and ERA5 datasets&nbsp;for the paper &quot;The three-dimensional structure of fronts in mid-latitude weather systems in numerical weather prediction models&quot;.</p> <p>Content:&nbsp;</p> <p>========================================================================================</p> <p>Storm Friederike:</p> <p>ECMWF HRES forecast, 18.01.2018 00:00 UTC - 23:00 UTC, hourly,&nbsp;GRIB-format.</p> <p>ECMWF ERA5 reanalysis,&nbsp;16.01.2018 12:00 UTC - 19.01.2018 00:00 UTC, twelve-hourly data,&nbsp;GRIB-format.</p> <p>========================================================================================</p> <p>Storm Vladiana:</p> <p>ECMWF HRES analysis, 23.09.2016&nbsp;00:00 UTC - 23.09.2016&nbsp;00:00 UTC, six-hourly data, rotated North Pole (latitude: 51˚, longitude:&nbsp;160˚), NetCDF-format.</p> <p>========================================================================================</p> <p>Storm Egon:</p> <p>ECMWF ERA5 reanalysis, 12.01.2017&nbsp;00:00 UTC - 13.01.2017&nbsp;06:00 UTC, six-hourly data,&nbsp;GRIB-format.</p>

openother-openMay 2023View details →
zenodo32/100

Dataset for the publication: User experience, game satisfaction and engagement with the virtual simulation VR FestLab for alcohol prevention: A quantitative analysis among Danish adolescents

<p>Anonymized dataset for the publication: User experience, game satisfaction and engagement with the virtual simulation VR FestLab for alcohol prevention: A quantitative analysis among Danish adolescents</p>

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

Datasets supporting the publication: Evaluating night-time light sources and correlation with socio-economic development using high-resolution multi-spectral Jilin-1 satellite imagery of Quito, Ecuador

<p>##################################</p> <p><strong>Datasets supporting the publication:</strong></p> <p><em>Evaluating night-time light sources and correlation with socio-economic development using high-resolution multi-spectral Jilin-1 satellite imagery of Quito, Ecuador.</em></p> <p>International Journal of Remote Sensing. <a href="https://doi.org/10.1080/01431161.2023.2205983">https://doi.org/10.1080/01431161.2023.2205983</a></p> <p>C. Scott Watson<sup>a</sup>*, John R. Elliott<sup>a</sup>, Marco C&oacute;rdova<sup>b</sup>, Jonathan Menoscal<sup>b</sup>, Santiago Bonilla-Bedoya<sup>c</sup></p> <p><em><sup>a</sup>COMET, School of Earth and Environment, University of Leeds, LS2 9JT, UK</em></p> <p><em><sup>b</sup>Facultad Latinoamericana de Ciencias Sociales, FLACSO, Quito, Ecuador</em></p> <p><em><sup>c</sup>Research Center for the Territory and Sustainable Habitat, Universidad Tecnol&oacute;gica Indoam&eacute;rica,Machala y Sabanilla, 170301, Quito, Ecuador</em></p> <p><strong>-Please refer to the publication for details on the production of each dataset.<br> -Please cite the publication and this dataset repository when using the data.</strong></p> <p>##################################</p> <p><strong>Data:</strong></p> <table> <tbody> <tr> <td><strong>File</strong></td> <td><strong>Description</strong></td> </tr> <tr> <td>J1_mosaic_max.tif</td> <td>Mosaicked Jilin-1 multi-spectral night-time image of Quito, Ecuador. Acquisition: 8th July 2021 at ~10:30 UTC (05:30 local time)</td> </tr> <tr> <td>corine_landcover_S2_20210705T153621_20210705T154215_T17MQV.tif</td> <td>Land cover classification applied to a Sentinel-2 image (5th July 2021)</td> <td>&nbsp;</td> </tr> <tr> <td>corine_landcover_symbology_qgis.txt</td> <td>Land cover classification symbology for QGIS</td> </tr> <tr> <td>light_type_classification.tif</td> <td>Light type classification: class 1 = LED, class 10 = HPS.</td> </tr> <tr> <td>classified_light_locations.shp</td> <td>Classified light source (point) locations</td> </tr> </tbody> </table>

opencc-by-nc-4.0Mar 2023View details →
zenodo32/100

Exposure to a Vitamin D Best Practices Toolkit, Model, & E-Tools Increases Knowledge, Confidence, and Translation of Research to Public Health and Practice

<p>Preventable vitamin D deficiency (VDD) is a global health concern. Prevention, early detection, and treatment of vitamin D deficiency aligning with serum 25-hydroxyvitamin D recommendations of 40-60 ng/ml (100-150 nmol/L) by an international panel of 48 vitamin D researchers would result in significant health benefits and cost-savings to individuals and society. However, research shows healthcare professionals lack knowledge and confidence in vitamin D best practices. A vitamin D toolkit was developed, including a model for decision-making support, e-tools, and accompanying resources, and&nbsp;implemented using an online, asynchronous learning management system.&nbsp;The pre-, post-test, and follow-up survey study design aimed to increase nurses&rsquo; and dietitians&#39; levels of vitamin D knowledge, confidence, translation of evidence into spheres of practice and influence, and identify translation barriers. Toolkit completion increased participants&rsquo; (n=119) knowledge,&nbsp;31% to 65% (p &lt;0.001)&nbsp;and confidence&nbsp;2.0 to 3.3 (p&lt;0.001) on a scale of 1-5. Respondents reported using the model (100%)&nbsp;as a framework successfully guiding the translation of vitamin D knowledge into their sphere of influence or practice (94%) and identified translation barriers.&nbsp; The toolkit should be included in interdisciplinary continuing education, research/quality improvement initiatives, healthcare policy, and institutions of higher learning to increase movement of research to practice.</p>

opencc-by-4.0May 2023View details →
dryad32/100

Data from: Publication and use of genetics tools in conservation management applications: a systematic review

<p><span>Genetic tools are used in applied conservation management for taxonomic identification, delineation of management units, management of wild populations, captive breeding and reintroduction, and control of invasive species, disease, and hybridisation.  </span></p> <p><span>To assess the extent to which genetics tools are being used for applied conservation management, we conducted a systematic literature review of over 53,767 papers focussing on wildlife research that reported results on species delineation, translocations, and population augmentation. We synthesised information on papers that used genetics tools in an expressly applied manner across all wildlife species. </span></p> <p><span>We found that the application of genetics tools in conservation management was biased towards fishes, mammals, and birds and northern hemisphere locations, especially the USA and Europe. </span></p> <p><span>Despite genetics tools being a highly published topic, it was difficult to find published applications of these tools in both the primary and the grey literature. Of the 115 papers on 152 species that could be considered an applied use of a genetics tool expressly for conservation management, only 49 had definable applied outcomes. The remaining 66 made recommendations, but it was often unclear if the recommendations were ever used to make conservation management decisions because of the time-lag between publication of the initial recommendation and publication of the results of the use of the tool in a conservation management situation, as well as the lack of dissemination in the primary literature.  </span></p> <p><span>Our study highlights the relatively low publication rate of applications of genetics tools compared to the general conservation genetics field. These tools appear to have either a low percentage of translations into publication ('conservation genetics publishing gap') or a poor uptake among wildlife conservation managers ('conservation genetics gap')—the two are indistinguishable in this review. </span></p> <p><span><em>Policy implications</em>. Conservation genetics tools must be brought to the forefront of conservation policy and management. Users should support the use of systems and accessible databases to increase the uptake of genetic tools for conservation in applied management decisions for wildlife, reducing barriers to disseminating the results to other end users and interested parties.</span></p>

opencc-zeroMay 2023View details →
zenodo32/100

Pangenomes of multiple species for the "Building pangenome graphs" publication

<p>Pangenomes of multiple species for the PGGB paper.</p> <p>Each pangenome is represented in a FASTA format file. Each FASTA file is compressed with bgzip so that it can be indexed and directly input to PGGB.</p> <p>The name of each file specifies:</p> <ul> <li>the species;</li> <li>the number of haplotypes;</li> <li>the chromosome.</li> </ul> <p>All sequence names follow the&nbsp;<a href="https://github.com/pangenome/PanSN-spec">PanSN</a>&nbsp;specification.</p> <p>In addition, pangenome graphs (compressed with zstd)&nbsp;are provided for:</p> <p>- the primate chromosome 6;</p> <p>- the E. coli pangenome with 50 haplotypes.</p>

opencc-by-4.0Feb 2023View 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.

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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

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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.