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3,121 results for “Resources”

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zenodo32/100

Fig. 3 in Characterization of phytochemicals in the roots of wild herbaceous peonies from China and screening for medicinal resources

Fig. 3. The range and distribution of the five metabolite categories in 20 populations of sect. Paeonia distributed in China. Median values are shown as horizontal lines within each box while 50% of the data is presented within the box. Data outside each box are indicated by black dots.

opennotspecifiedJun 2020View details →
zenodo32/100

Fig. 2 in Characterization of phytochemicals in the roots of wild herbaceous peonies from China and screening for medicinal resources

Fig. 2. Chemical structures of major compounds identified in roots of sect. Paeonia native to China.

opennotspecifiedJun 2020View details →
zenodo32/100

Fig. 4 in Characterization of phytochemicals in the roots of wild herbaceous peonies from China and screening for medicinal resources

Fig. 4. Hierarchical cluster dendritic diagram of 20 populations of sect. Paeonia distributed in China.

opennotspecifiedJun 2020View details →
zenodo32/100

Fig. 1 in Characterization of phytochemicals in the roots of wild herbaceous peonies from China and screening for medicinal resources

Fig. 1. Representative HPLC chromatographic profiles of roots at 254 nm in samples from sect. Paeonia native to China. A: P2 (Paeonia lactiflora), B: P7 (P. anomala subsp. veitchii), C: P9 (P. anomala subsp. anomala), D: P10 (P. sterniana), E: P11 (P. emodi), F: P12 (P. obovata subsp. willottiae), G: P16 (P. obovata subsp. obovata), H: P18 (P. mairei), I: P20 (P. intermedia).

opennotspecifiedJun 2020View details →
zenodo32/100

Data set for Dynamic Service Restoration of Distribution Networks with Volt-Var Devices, Distributed Energy Resources, and Energy Storage Systems

<p>Data for three power distribution systems are presented in this document. The first system consists of 53 nodes and 61 branches. The second is composed of 217 nodes and 219 branches. Finally, the third system consists of 404 nodes and 430 branches. Both distribution systems offer extensive applications in problems related to multi-time service restoration, Volt/Var devices, and distributed energy resource operation.</p>

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

Data, Code and Computational Environment for: Wild olive tree genetic diversity in Greece: a diverse resource in danger of erosion

<p><strong>Data</strong></p> <p>The csv file &quot;2023-06-27_data.csv&quot; contains genetic profiles for all olive trees analyzed in the publication: Wild olive tree genetic diversity in Greece: a diverse resource in danger of erosion&quot;. The genotypes are provided in the GenAlEx format.</p> <p>&nbsp;</p> <p><strong>Code</strong></p> <p>Code is provided in the compressed folder &quot;Tourvas_et_al_Olive&quot;. It is structured as a R project and can easily be opened, after decompressing, from the Rstudio interface. If you prefer to review and/or reuse code you can access it from the &quot;analysis&quot; folder inside the &quot;Tourvas_et_al_Olive&quot; folder.</p> <p>&nbsp;</p> <p><strong>Computational Environment</strong></p> <p>A tarball for the Docker image &quot;tourvas_et_al_olive&quot; is also provided. This is the recommended way to reproduce the results of the publication: &quot;Wild olive tree genetic diversity in Greece: a diverse resource in danger of erosion&quot;.</p> <p>It is assumed that you already have Docker installed on your system. If not, please visit <a href="https://docs.docker.com/get-started/">https://docs.docker.com/get-started/</a></p> <p>To use it:</p> <ul> <li>download the image file tourvas_et_al_olive.tar</li> <li>load it with docker with the command:</li> </ul> <pre><code class="language-bash">docker load --input tourvas_et_al_olive.tar</code></pre> <ul> <li>then launch the Docker container with the command:</li> </ul> <pre><code class="language-bash">docker run --name popgen --rm -dp 8787:8787 -e ROOT=TRUE -e DISABLE_AUTH=true -v "`pwd`":/home/rstudio/working nikostourvas/tourvas_et_al_olive</code></pre> <ul> <li>start your favorite web browser and go to: http://localhost:8787/</li> <li>from the bottomright pane of the Rstudio server click on the directory &quot;Tourvas_et_al_Olive&quot; and open the project by clicking on the &quot;Tourvas_et_al_Olive.Rproj&quot; file</li> <li>launch the scripts inside the &quot;analysis&quot; directory and run them to reproduce results</li> </ul>

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

Influence of visual blur on Tau effect: residual attention resources overflow hypothesis

<p>Data for &quot;Influence of visual blur on Tau effect: residual attention resources overflow hypothesis&quot;</p>

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

FRASIMED: a Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection

<p>The&nbsp;French Annotated Resource with Semantic Information for Medical Entities Detection (FRASIMED) contains 2&#39;051 synthetic clinical cases in French, with 24&#39;037 annotated entities. The dataset contains two subsets:</p> <ul> <li>CANTEMIST-FR: Originally from CANTEMIST (Miranda-Escalada et al. (2020)), it contains 1&#39;301 oncological notes, with 15&#39;978 annotations linked to an ICD-O-3.1 morphology code. Additionally,&nbsp;15&rsquo;457 of them are linked to a SNOMED-CT code.</li> <li>DISTEMIST-FR:&nbsp;Originally from DISTEMIST&#39;s training set&nbsp;(Miranda-Escalada et al. (2022)), it contains 750 clinical cases, with 8&#39;059 annotations, with&nbsp;5&#39;132 of them linked to a SNOMED-CT code.</li> </ul> <p><strong>Please, cite us:</strong></p> <p>Zaghir, J., Bjelogrlic, M., Goldman, J.-P., Aananou, S., Gaudet-Blavignac,&nbsp;&amp; Lovis, C. (2023). FRASIMED: a Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection. arXiv preprint http://arxiv.org/abs/2309.10770</p>

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

Dataset for Energy Resource Management Considering Participation in the Wholesale Day-Ahead Market

<p>This release is associated with a paper entitled &quot;A Novel Framework for the Day-Ahead Market Clearing Process Featuring the Participation of Distribution System Operators and a Hybrid Pricing Mechanism&quot;.</p> <p>In this document, we provide the mathematical manipulation employed to linearize an MPEC problem that models the market-clearing process considering the participation of generation companies and distribution operators in the day-ahead market.&nbsp;Additionally, we provide a numerical example of the pricing mechanism designed for solving the optimization problem.&nbsp;</p> <p>Finally, we include information regarding the&nbsp;transmission and distribution power systems adopted to present the results shown in the paper. These systems are modified versions&nbsp;of the IEEE&nbsp;<a href="https://icseg.iti.illinois.edu/ieee-14-bus-system/">14-bus</a>&nbsp;and the IEEE&nbsp;<a href="https://cmte.ieee.org/pes-testfeeders/resources/">34-bus</a>, respectively.&nbsp;Three renewable non-dispatchable generators were added to the original 14-bus system, while 5 dispatchable generators and 3 non-dispatchable generators were added to the distribution system. 13 load shapes were considered as well as 5 scenarios for each uncertain variable&nbsp;(wind velocity, solar irradiance, distribution load oscillation, and transmission load oscillation). The data regarding the costs and physical parameters of each of the power system&#39;s elements are provided in this document.</p>

opencc-by-4.0Sep 2022View details →
ClinicalTrials.gov32/100

Survey of Procedures and Resources for Initiating Treatment of HIV in Africa-South Africa

ClinicalTrials.gov study NCT04170374. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Protocol for Collecting, Banking and Distributing Human Tissue Samples: St. Jude Children's Research Hospital Tissue Resources Core Facility

ClinicalTrials.gov study NCT01354002. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Survey of Procedures and Resources for Initiating Treatment of HIV in Africa-Malawi

ClinicalTrials.gov study NCT04468399. IPD Sharing: NO. Countries: 2. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Adapting and Evaluating a Brief Advice Tobacco Intervention in High-Reach, Low-Resource Settings in India

ClinicalTrials.gov study NCT05234983. IPD Sharing: NO. Countries: 1. Publications: 3.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Genomic Resources for Enhancing Available Therapies (GREAT1.0) Study

ClinicalTrials.gov study NCT04306939. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Resources-Oriented Salutogenic (ROS) Intervention for Pre-diabetes

ClinicalTrials.gov study NCT06515119. IPD Sharing: NO. Countries: 1. Publications: 5.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Food Resource Equity and Sustainability for Health

ClinicalTrials.gov study NCT03251950. IPD Sharing: NO. Countries: 1. Publications: 3.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Identification and Characterization of Diabetes in Low-resource Populations

ClinicalTrials.gov study NCT05487079. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Efficacy and Safety of a Dolutegravir-based Regimen for the Initial Management of HIV Infected Adults in Resource-limited Settings

ClinicalTrials.gov study NCT02777229. IPD Sharing: Not stated. Countries: 1. Publications: 5.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Impact of Crew Resource Management Training to Improve the Effectiveness of Surgical Safety Checklist (IDILIC)

ClinicalTrials.gov study NCT01384474. IPD Sharing: Not stated. Countries: 1. Publications: 2.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Resourcefulness Training and Decentering on Self-Management in Caregivers of Technology Dependent Children

ClinicalTrials.gov study NCT02993887. IPD Sharing: UNDECIDED. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View 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

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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.