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.

3,172

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

3,172 results for “Publications”

Learn how ShareScore rates datasets ↗
zenodo40/100

Building Public Confidence in Constructed Wetlands for Wastewater Treatment and Reuse: Survey Data and Focus Group Transcripts

<p>Constructed wetlands have been proposed as a cost-effective wastewater treatment, storage, and reuse solution for communities that are considering alternative water supply options to meet essential demands. In 2016, we began exploring the idea of wastewater reuse and the construction of an experimental wetland in Sewanee, located in the southern U.S. state of Tennessee. As a major barrier to water reuse is often public resistance, we conducted a survey and focus groups to determine strategies to develop and initiate a community engagement campaign, aiming to empower residents to form reasoned opinions about local water supply options.</p> <p>This data set includes the survey that was distributed to Sewanee community members between November 2015 and February 2016, as well as protocols for three focus groups that were conducted with K12 teachers and community leaders on February 11 and 12, 2016. The survey results are summarized in a Microsoft Excel file. The three focus groups were transcribed,&nbsp;these transcripts are included here as PDF documents.</p>

opencc-by-4.0Aug 2018View details →
zenodo40/100

Dataset for "The AllScale Runtime Application Model" publication

<p>The experimental data collected for the associated paper.</p> <p>Each file covers the throughput measures for the three evaluated applications. The first column is the number of nodes, the second the throughput achieved by the AllScale runtime system, and the last column the throughput of a reference MPI version.</p>

opencc-by-4.0Jul 2018View details →
zenodo40/100

Data supporting the publication "Multi-use of the sea: a wide array of opportunities from site-specific cases across Europe"

<p>Data supporting the publication &quot;Multi-use of the sea: a wide array of opportunities from site-specific cases across Europe&quot;</p>

opencc-by-4.0Dec 2017View details →
zenodo40/100

Raw data sets from Jones et al. 2018 QSR publication: A multi-proxy approach to understanding complex responses of saltlake catchments to climate variability and human pressure: A Late Quaternary case study from south-eastern, Spain

<p>Attached are the raw data sets containing the pollen data, DXR, Grain size and C14 ages from the recent publication:&nbsp;Jones et al. 2018 QSR publication: A multi-proxy approach to understanding complex responses of saltlake catchments to climate variability and human pressure: A Late Quaternary case study from south-eastern, Spain.</p> <p>Note that these data sets do contain hiatuses and a major age-reversal due to erosian which have&nbsp;likely been caused by increased seasonal wetness at the onset of the Holocene. A full explanation is provided in our 2018 publication. If you do wish to use the data, it is essential that you read&nbsp;the publication inorder to interpret the results correctly. We also require that when using this data that you correctly cite it&nbsp;(Bibliographic reference and the doi number of the data set). There were some problems uploading the XRF (geochemical)&nbsp;data sets, so I haven&#39;t included these yet, but hopefully will do eventually.&nbsp;</p> <p>Below I have also included the abstract from our publication, which provides an overview of the purpose of our work and a brief summary of the main findings.</p> <p>Abstract of Jones et al. 2018:</p> <p>The article focuses on a former salt lake in the upper Vinalopo Valley in south-eastern Spain. The study spans the Late Pleistocene through to the Late Holocene, although with particular focus on the period between 11 ka cal BP and 3000 ka cal BP (which spans the Mesolithic and part of the Bronze Age). High resolution multi-proxy analysis (including pollen, non pollen palynomorphs, grain size, X-ray fluorescence,&nbsp;and X-ray diffraction) was undertaken on the lake sediments. The results show strong sensitivity to<br> both long term and small changes in the evaporation/precipitation ratio, affecting the surrounding vegetation composition, lake-biota and sediment geochemistry. To summarise the key findings the main general trends identified include: 1) Hyper-saline conditions<br> and low lake levels at the end of the Late Glacial 2) Increasing wetness and temperatures which witnessed an expansion of mesophilic woodland taxa, lake infilling and the establishment of a more perennial lake system at the onset of the Holocene 3) An increase in solar insolation after 9 ka cal BP which saw the re-establishment of pine forests 4) A continued trend towards increasing dryness (climatic optimum) at 7 ka cal BP but with continued freshwater input 5) An increase in sclerophyllous open woody vegetation (anthropogenic?), and increasing wetness (climatic?) is represented in the lake record between 5.9 and 3 ka cal BP 6) The Holocene was also punctuated by several aridity pulses, the most prominent corresponding to the 8.2 ka cal BP event. These events, despite a paucity of well dated archaeological sites in the surrounding area, likely altered the carrying capacity of this area both regionally and locally, particularly during the Mesolithic-Neolithic transition, in terms of fresh water supply for human/animal consumption, wild plant food reserves and suitable land for crop growth.</p>

opencc-by-4.0Oct 2018View details →
zenodo40/100

Inputs for the publication "A new solution to mitigate hydropeaking? Batteries versus re-regulation reservoirs"

<p>This file contains the main inputs for the publication &quot;A new solution to mitigate hydropeaking? Batteries versus re-regulation reservoirs&quot;.</p>

opencc-by-4.0Oct 2018View details →
zenodo40/100

Multi-publication data set on experienced-based and description-based risky choice

<p>The data of 28 publications studying the description-experience gap, involving experience- and description-based risky choices, that served as the basis for the meta analysis&nbsp;reported in&nbsp;Wulff, D. U., Mergenthaler-Canseco, M., &amp; Hertwig, R. (2018). A meta-analytic review of two modes of learning and the description-experience gap.&nbsp;<em>Psychological Bulletin, 144</em>(2), 140-176.</p>

opencc-by-sa-4.0Nov 2018View details →
zenodo40/100

Dataset of the publication "Cross-sectional study of prevalence of dementia, behavioural symptoms, mobility, pain and other health parameters in nursing homes in Austria and the Czech Republic: results from the DEMDATA project"

<p>Dataset of the publication Stefanie R. Auer , Margit H&ouml;fler, Elisabeth Linsmayer, Anna Ber&aacute;nkov&aacute;, Doris Prieschl, Paulina Ratajczak,<br> Michal &Scaron;teffl and Iva Holmerov&aacute; (2018) &quot;Cross-sectional study of prevalence of dementia, behavioural symptoms, mobility, pain and other health parameters in nursing homes in Austria and the Czech Republic: results from the DEMDATA project&quot;</p>

opencc-by-4.0Nov 2018View details →
zenodo40/100

District heating modelling data for the publication "Integration of feed flow temperatures in unit commitment models of future district heating systems"

<p>Modelling data for a district heating system model which has been used for the publication &quot;Integration of feed flow temperatures in unit commitment models of future district heating systems&quot; on the 4th Generation District Heating (4GDH) conference 2018.</p>

opencc-by-sa-4.0Jan 2019View details →
zenodo40/100

Domain Analysis Monitoring Public Dataset Dec 5

<p>Complex and heterogeneous software systems need to be monitored as their full behavior often only emerges at runtime, e.g., when interacting with other systems or the environment. Software monitoring approaches observe and check properties or quality attributes of software systems during operation. Such approaches have been developed in diverse communities and for various kinds of systems and purposes. For instance, requirements monitoring aims to check at runtime whether a software system adheres to its requirements, while resource or performance monitoring collects information about the consumption of computing resources by the monitored system. Many venues publish research on software monitoring, often using diverse terminology, focusing on different monitoring aspects and phases. The lack of a comprehensive overview of existing research often leads to re-inventing the wheel. We provide a domain model to structure and systematize the field of software monitoring, starting with requirements and resource monitoring. For more information on the domain model, please refer to the authors&#39; publication lists. In this dataset we provide details on 47 approaches we analyzed with the model to assess its coverage.</p> <p>Please note that this is version 1.1 from January 30, 2019 and a more recent version might be available (link on top of dataset).</p>

opencc-by-4.0Dec 2018View details →
zenodo40/100

Online Public Shaming on Twitter- Dataset

<p>This dataset contains about 870k unlabelled and 1227 labelled collection of tweet ids of several public shaming events in Twitter. Go through the included README file.</p> <p>Refer to the paper below for more details.</p> <p>Basak, Rajesh, Shamik Sural, Niloy Ganguly, and Soumya K. Ghosh. &quot;Online Public Shaming on Twitter: Detection, Analysis, and Mitigation.&quot; IEEE Transactions on Computational Social Systems (2019)</p>

opencc-by-4.0Mar 2019View details →
zenodo40/100

rchampieux/Biomedical_Journal_Data_Sharing_Policies: Data and Code Release for Publication

<p>Data and code for manuscript:</p> <p>David B Resnik, Melissa Morales, Rachel Landrum, Min Shi, Jessica Minnier, Nicole A. Vasilevsky &amp; Robin E. Champieux (2019)&nbsp;<em>Effect of Impact Factor and Discipline on Journal Data Sharing Policies</em>, Accountability in Research,&nbsp;<a href="https://doi.org/10.1080/08989621.2019.1591277">DOI: 10.1080/08989621.2019.1591277</a></p> <p>Zenodo pre-print DOI:&nbsp;https://doi.org/10.5281/zenodo.2592682</p> <p>Data collection utilized three sources:</p> <ul> <li>2016 InCites Journal Citations Report</li> <li>Directory of Open Access Journal</li> <li>Journal websites and author guidelines</li> </ul> <p>The data was collected and analyzed between May 2018 and October 2018.</p> <p><strong>Data and Code</strong></p> <p>Data can be found in&nbsp;<a href="https://github.com/OHSU-Library/Effect-of-IF-and-Discipline-on-Journal-Data-Sharing-Policies/blob/master/data/if-discipline-datasharing-policy-rawdata-1.0.0.csv">data/if-discipline-datasharing-policy-rawdata-1.0.0.csv</a>.</p> <p>Analysis code for tables and figures can be seen in&nbsp;<a href="https://github.com/OHSU-Library/Effect-of-IF-and-Discipline-on-Journal-Data-Sharing-Policies/blob/master/code/analysis_report.md">code/analysis_report.md</a>&nbsp;(author of code: Jessica Minnier, OHSU,&nbsp;<a href="https://github.com/jminnier/">@jminnier</a>)</p>

opencc-by-4.0Mar 2019View details →
zenodo40/100

Supporting Data: Voting on the threat of exclusion in a public goods experiment

<p>Additional material for the paper:</p> <p>Dannenberg, A., Haita-Falah, C. &amp; Zitzelsberger, S. Voting on the threat of exclusion in a public goods experiment. Exp Econ 21, 266; 10.1007/s10683-019-09609-y (2019).</p> <p>&nbsp;</p>

opencc-by-4.0Mar 2019View details →
zenodo40/100

Supplementary Material to "The Rosa genome provides new insights into the domestication of modern roses" publication.

<p>A dataset corresponding to GC-MS acquired targeted metabolite profiling in 6 rose cultivars and 3 plant parts, provided as supplementary material to the publication &quot;The&nbsp;<em>Rosa</em>&nbsp;genome provides new insights into the domestication of modern roses&quot; , which appeared in Nature Genetics&nbsp;<strong>volume&nbsp;50</strong>,&nbsp;pages772&ndash;777&nbsp;(2018) <a href="https://doi.org/10.1038/s41588-018-0110-3">(https://doi.org/10.1038/s41588-018-0110-3)</a>. The table in this upload was packaged in the following archive available from <a href="https://static-content.springer.com/esm/art%3A10.1038%2Fs41588-018-0110-3/MediaObjects/41588_2018_110_MOESM3_ESM.zip">https://static-content.springer.com/esm/art%3A10.1038%2Fs41588-018-0110-3/MediaObjects/41588_2018_110_MOESM3_ESM.zip</a></p>

opencc-by-4.0Apr 2018View details →
zenodo40/100

Data from the publication "The effect of moth trap type on size and composition in British Lepidoptera"

<p>Data from a study looking at differences in efficiency between three kinds of Robinson type light traps for catching moths. These data are the following: 1.&nbsp;Counts of moths of different families from three different trap types across six trapping nights. 2.&nbsp;Species level counts for the subset of the above defined as macromoths. 3.&nbsp;300-850nm electromagnetic spectra of all three traps made using a UV/visible spectrometer. 4.&nbsp;Weather data for the trapping period provided by the staff of Juniper Hall field centre.</p>

opencc-by-4.0Jun 2019View details →
zenodo40/100

Data for the publication "A polarization-induced 2D hole gas in undoped gallium nitride quantum wells"

<p>This upload contains the data presented in the manuscript &quot;A polarization-induced 2D hole gas in undoped gallium nitride quantum wells&quot;, which reports the observation of a&nbsp; high conductivity 2DHG in an epitaxially grown GaN/AlN heterostructure.&nbsp;This upload&nbsp;contains 4 files :</p> <ul> <li>1_tabulated_raw_data.xlsx : Both the raw experimental data&nbsp;along with the simulation results used in the Figures 1A, 2B, 3, 4, S2 in the paper. The data is encapsulated in a Excel file, with separate sheets used for each figure.</li> <li>2_nextnano_GaN_AlN_band_diagram.in :&nbsp; Input file for nextnano software (<a href="https://www.nextnano.de/">https://www.nextnano.de/</a>) for generating the band diagrams in the paper.</li> <li>3_README_XRD_sim.txt : Readme file with instructions for the XRD simulation for Fig 2</li> <li>4_XRD_sim_run.py : Python script&nbsp;for running the XRD simulation</li> </ul>

opencc-by-4.0Jun 2019View details →
zenodo40/100

Test data set for macros accompanying the publication Multi-parameter screening method for developing optimized red fluorescent proteins

<p>This a bundle of test data can be used to run the macros accompanying the publication Multi-parameter screening method for developing optimized red fluorescent proteins.</p> <p>These data sets can be used to run the following macros that can be found on GitHub:</p> <ol> <li><a href="https://github.com/molcyto/MC-Ratio-96-wells">https://github.com/molcyto/MC-Ratio-96-wells</a></li> <li><a href="https://github.com/molcyto/MC-Ratio-Petri-dish">https://github.com/molcyto/MC-Ratio-Petri-dish</a></li> <li><a href="https://github.com/molcyto/MC-FLIM-Petri-dish">https://github.com/molcyto/MC-FLIM-Petri-dish</a></li> <li><a href="https://github.com/molcyto/MC-Bleach-96-wells">https://github.com/molcyto/MC-Bleach-96-wells</a></li> <li><a href="https://github.com/molcyto/MC-Scatter5D">https://github.com/molcyto/MC-Scatter5D</a></li> <li><a href="https://github.com/molcyto/MC-FLIM-96-wells">https://github.com/molcyto/MC-FLIM-96-wells</a></li> </ol> <p>Funding:<br> This work was supported by the NWO CW-Echo grant 711.011.018 (M.A.H. and T.W.J.G.), grant 12149 (T.W.J.G.) from the Foundation for Technological Sciences (STW) from the Netherlands</p> <p>&nbsp;</p>

opencc-by-4.0Jul 2019View details →
zenodo40/100

alexlwhite/WhiteBoyntonYeatman2019_Repository: Public repository for White, Boynton & Yeatman (2019)

<p>This is the public repository of data and code for the study described in our 2019 Cortex article, &quot;The link between reading ability and visual spatial attention across development.&quot;</p>

openmit-licenseAug 2019View details →
zenodo40/100

Interspecific social interactions shape public goods production in natural microbial communities

<p>The R code (Hesse_etal.R) descibes step by step how metal polution affects the ecology and evolution of a community-wide public good &ndash; the production of metal-detoxifying siderophores. This code accompanies the manuscript &quot;Interspecific interactions shape public goods production in natural microbial communities&quot; (https://www.biorxiv.org/content/10.1101/710715v1).</p> <p>The R code is divided into different sections per figure (1-5 and supplementary Figure S1). Each section first starts with reading in the appropriate data files (cvs files) and continues with statistics and plotting of figures.</p>

opencc-by-4.0Aug 2019View details →
zenodo40/100

Cloud-Repro: Reproducible Workflow on a Public Cloud for Computational Fluid Dynamics

<p>In a new effort to make our research transparent and reproducible by others, we developed a workflow to run computational studies on a public cloud. It uses Docker containers to create an image of the application software stack. We also adopt several tools that facilitate creating and managing virtual machines on compute nodes and submitting jobs to these nodes. The configuration files for these tools are part of an expanded &quot;reproducibility package&quot; that includes workflow definitions for cloud computing, in addition to input files and instructions. This facilitates re-creating the cloud environment to re-run the computations under the same conditions.</p> <p>The present Zenodo dataset contains all secondary data required to reproduce the figures of the manuscript (&quot;Reproducible Workflow on a Public Cloud for Computational Fluid Dynamics&quot;)&nbsp;without running the CFD simulations again.</p>

opencc-by-4.0Apr 2019View details →
zenodo40/100

Data for the publication "Impact of Isolated Atmospheric Aging processes on the Cloud Condensation Nucleiactivation of Soot Particles"

<p>The repository contains the data for the paper:</p> <p>Friebel, F., Lobo, P., Neubauer, D., Lohmann, U., Drossaart van Dusseldorp, S., M&uuml;hlhofer, E., and Mensah, A. A.: Impact of isolated atmospheric aging processes on the cloud condensation nuclei activation of soot particles, Atmos. Chem. Phys., 19, 15545&ndash;15567, https://doi.org/10.5194/acp-19-15545-2019, 2019.</p> <p>Note that the scripts to plot this data are to be found in the accompanying package (http://dx.doi.org/10.5281/zenodo.3452036)</p>

opencc-by-4.0Dec 2019View 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.