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13 results for “re-use”

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zenodo48/100

Supplementary Materials for "Accelerating data sharing and re-use in volume electron microscopy"

<p>The deposition contains supporting materials for "Accelerating data sharing and re-use in volume electron microscopy" Comment</p> <ul> <li>Sample preparation protocol for cell monolayers optimized for serial block face scanning electron microscopy</li> <li>Supporting movies showing models of biological specimens imaged using volume electron microscopy</li> </ul>

opencc-by-4.0Jan 2024View details →
zenodo48/100

Dataset to "Persistent Identifiers for File Formats: enabling preservation and re-use of research data"

<p>This fileset includes a &quot;preprint&quot; and the main dataset <em>fileformatRecognizer</em> (as .xlsx and .csv) to the paper &quot;Persistent identifiers for file formats: enabling preservation and re-use of research data&quot; submitted to iPRES 2019, but subsequently rejected after peer review.&nbsp; For the sake of transparency, permission to make available here the anonymous reviews motivating the rejection (<em>ReviewsPIDs4fileFormats.odt</em>) was asked, but was left without response. Some images (screendumps) and text result files from file identification tools tested are included. Further, a simple xquery command file (BaseX) for <em>fetch:content-type</em>()<em>, </em>used for getting MIME-types for files, is also provided.</p>

opencc-by-4.0Apr 2019View details →
zenodo44/100

Dataset Citation and Re-use Data

<p>This dataset includes processed citation data for datasets recorded in OpenAlex as of May 2022. It identifies self-citations to these datasets at the individual, institutional, and country level, and includes domain classifications of the citing works using the Science-Metrix classifications.</p>

opencc-by-4.0Aug 2023View details →
zenodo40/100

Fig. 1 in Data storage and data re-use in taxonomy-the need for improved storage and accessibility of heterogeneous data

Fig. 1 (a) Sp_ci_s d_scriptions p_r d_cad_ in s_l_ct_d major groups of organisms (bas_d on data _xtract_d from th_ Int_rnational Plant Nam_s Ind_x (https://www.ipni.org/) for plants, MycoBank (http://www. mycobank.org/) for fungi, Ind_x of Organism Nam_s (http://www. organismnam_s.com/) for ins_cts, and compil_d from various databas_s for v_rt_brat_s: Eschm_y_r Catalog for fish_s (https://www.calacad_my. org/sci_ntists/proj_cts/_schm_y_rs-catalog-of-fish_s), th_ Amphibian Sp_ci_s of th_ World for amphibians (http://r_s_arch.amnh.org/vz/ h_rp_tology/amphibia/), R_ptil_ Databas_ for r_ptil_s (http://www. r_ptil_-databas_.org/), Howard and Moor_ Databas_ (https://www. howardandmoor_.org/) for birds, and ASM Mammal Div_rsity Databas_ (https://mammaldiv_rsity.org/) for mammals, all acc_ss_d in April 2019. Not_ that data for fungi and v_rt_brat_s r_f_r to curr_ntly acc_pt_d sp_ci_s nam_s only wh_r_as ins_ct data also includ_ synonyms and subsp_ci_s, and contain data gaps for s_v_ral d_cad_s in th_ nin_t__nth c_ntury; for all taxa, th_ low valu_s obtain_d for th_ last

opencc-by-4.0Jan 2020View details →
zenodo32/100

Pictish Slab (later re-use) Meigle Museum, Angus

This elaborately decorated Pictish cross slab was originally carved with cup and ring marks, some of which are just visible at the base of the slab. The others have been set into concrete but are visible on a cast, see: https://sketchfab.com/3d-models/pictish-stone-cast-meigle-museum-angus-c720ea560dfb43fe8bc3a4f8ae010776. For more information, see: https://www.rockart.scot/rock-art-database/?scrapToolsaction=datatools:panel&amp;id=C639207A-3A8C-4F4F-980C282E00102B6B and https://www.rockart.scot/rock-art-database/?scrapToolsaction=datatools:panel&amp;id=4CABFF29-C6EB-427F-961BE1917197FF44 Accreditation: ScRAP ©HES. Source: Objaverse 1.0 / Sketchfab

opencc-by-nc-1.0Sep 2019View details →
ClinicalTrials.gov32/100

Re-use of Ambu aScope During Exploration of the Common Bile Duct for Stones in Low-Resource Settings- a Retrospective Study

ClinicalTrials.gov study NCT07285447. IPD Sharing: NO. Countries: 1. Publications: 2.

closedIPD-NOFeb 2026View details →
dryad32/100

Why do flowers wilt? Flower wilting enables plants to salvage resources from flowers and re-use these resources for subsequent reproduction

Open the record for dataset details and reuse information.

publicSep 2024View details →
zenodo28/100

Fig. 2 in Data storage and data re-use in taxonomy-the need for improved storage and accessibility of heterogeneous data

Fig. 2 Sch_m_ of a data packag_ in taxonomy c_nt_r_d around a sp_cim_n. This _xampl_ is from zoology, and data typ_s will obviously diff_r among taxa

opencc-by-4.0Jan 2020View details →
dryad28/100

Data from: Sharing and re-use of phylogenetic trees (and associated data) to facilitate synthesis

Open the record for dataset details and reuse information.

publicOct 2012View details →
zenodo24/100

FIRE14 Detection of SOurce COde Re-use

<p>This data&nbsp;was used for the PAN shared task on source code re-use detection at FIRE2014.&nbsp;</p> <p>Please find the task description at&nbsp;https://pan.webis.de/fire14/pan14-web/index.html.</p> <p><strong>THIS DATA</strong></p> <p>For the training phase we provide an annotated corpus including with the programming language extensions. It includes information about whether a text fragment has been re-used and, if it is the case, what its source is.</p> <ul> <li>The collection consists of source codes written in Java and C.</li> <li>Re-use is commited in both programming languages but ONLY at monolingual level.</li> <li>The Java collection contains 259 source codes from 000.java to 258.java.</li> <li>The C collection contains 79 source codes from 000.c to 078.c.</li> <li>Relevance Judgements represent re-use in both directions(a&rarr;b and b&rarr;a)</li> </ul> <p>In the test phase the only annotation that will be provided in the corpus is the programming language extensions.</p> <ul> <li>It is divided by programming language (C/C++ and JAVA) so you do not need any pre-process to identify the programming language of the source codes.</li> <li>Each programming language folder contains 6 folders (A1, B1, B2, C1 and C2) that contains a specific scenario with monolingual re-use.</li> <li>There is not re-use between scenarios so you just need to look for re-used cases among the source code files inside each folder.</li> <li>The name of the files consists of the name of the task which they belong plus an identifier. For example, file &quot;B10021&quot; belongs to scenario B1 and its identifier number is 0021.</li> <li>It could not exist re-use between source codes that belong to different scenarios. For example, you do not have to submit a re-used case between files &quot;B10021&quot; and &quot;B20013&quot;. The first one belongs to scenario B1 but the second one belongs to B2.</li> </ul>

openJan 2014View details →
ClinicalTrials.gov24/100

Clinical Trial Data Set Re-use With Statistical Methodologies Tailored for Clinical Trials in Rare Diseases

ClinicalTrials.gov study NCT05199402. IPD Sharing: Not stated. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
zenodo16/100

Introduction to curating and managing research data for re-use: natural gas infrastructure case study data set

<p>This data set underpins the report and data provided between 2004-2006 for registration in the restrictions application of Estonian Land Board.</p>

restrictedFeb 2020View details →
zenodo12/100

Introduction to curating and managing research data for re-use: North European Gas Pipeline case study data set

<p>The introductory data set illustrates briefly different relationships in the case study of the North European Gas Pipeline.</p>

restrictedFeb 2020View 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

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