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8,537 results for “Openness”

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dryad32/100

Data for: Linking vertical movements of large pelagic predators with distribution patterns of biomass in the open ocean

Open the record for dataset details and reuse information.

publicOct 2023View details →
dryad32/100

Dataset of biofouling epibionts on microalgae compiled from literature and environmental variables from open access databases

Open the record for dataset details and reuse information.

publicMar 2025View details →
dryad32/100

Data from:Open and closed economies as possible alternative strategies to resource heterogeneity in ants

Open the record for dataset details and reuse information.

publicMay 2025View details →
dryad32/100

Open forest successional stages and landscape heterogeneity promote wild bee diversity in temperate forests

Open the record for dataset details and reuse information.

publicNov 2022View details →
dryad32/100

Data from: Open-ended song learning in a hummingbird

Open the record for dataset details and reuse information.

publicSep 2013View details →
dryad32/100

Data from: Capturing open ocean biodiversity: comparing environmental DNA metabarcoding to the continuous plankton recorder

Open the record for dataset details and reuse information.

publicJul 2020View details →
dryad32/100

Nitrogen economy of alpine plants on the north Tibetan Plateau: nitrogen conservation by resorption rather than open sources through biological symbiotic fixation

Open the record for dataset details and reuse information.

publicDec 2020View details →
dryad32/100

Oak Woodland Monitoring for the Irvine Open Space Easements (4)

Open the record for dataset details and reuse information.

publicApr 2015View details →
edi32/100

Temperature and Humidity at Soil Surface on Barro Colorado Island - OPEN 1

Patterns of biodiversity, such as the increase toward the tropics and the peaked curve during ecological succession, are fundamental phenomena for ecology. Such patterns have multiple, interacting causes, but temperature emerges as a dominant factor across organisms from microbes to trees and mammals, and across terrestrial, marine, and freshwater environments. However, there is little consensus on the underlying mechanisms, even as global temperatures increase and the need to predict their effects becomes more pressing. The purpose of this project is to generate and test theory for how temperature impacts biodiversity through its effect on biochemical processes and metabolic rate. A combination of standardized surveys in the field and controlled experiments in the field and laboratory measure diversity of three taxa -- trees, invertebrates, and microbes -- and key biogeochemical processes of decomposition in seven forests distributed along a geographic gradient of increasing temperature from cold temperate to warm tropical. This data is from a temperature humidity logger placed near the center of the Barro Colorado site macroplots array as part of a macrosystems biodiversity and latitude project supported by the National Science Foundation under Cooperative Agreement DEB#1065836. This data is associated with the project bento bags, but may be used as measures of the soil surface temperature for the dates represented.

openCustomDec 2013View details →
edi32/100

Temperature and Humidity at Soil Surface on Barro Colorado Island - OPEN 2

Patterns of biodiversity, such as the increase toward the tropics and the peaked curve during ecological succession, are fundamental phenomena for ecology. Such patterns have multiple, interacting causes, but temperature emerges as a dominant factor across organisms from microbes to trees and mammals, and across terrestrial, marine, and freshwater environments. However, there is little consensus on the underlying mechanisms, even as global temperatures increase and the need to predict their effects becomes more pressing. The purpose of this project is to generate and test theory for how temperature impacts biodiversity through its effect on biochemical processes and metabolic rate. A combination of standardized surveys in the field and controlled experiments in the field and laboratory measure diversity of three taxa -- trees, invertebrates, and microbes -- and key biogeochemical processes of decomposition in seven forests distributed along a geographic gradient of increasing temperature from cold temperate to warm tropical. This data is from a temperature humidity logger placed near the center of the Barro Colorado site macroplots array as part of a macrosystems biodiversity and latitude project supported by the National Science Foundation under Cooperative Agreement DEB#1065836. This data is associated with the project bento bags, but may be used as measures of the soil surface temperature for the dates represented.

openCustomNov 2014View details →
zenodo28/100

AndroZooOpen: Collecting Large-scale Open Source Android Apps for the Research Community

<p>The raw collected data for the paper</p>

opencc-by-4.0Feb 2020View details →
zenodo28/100

VirtEU Open Data

<p>Datasets from the VirtEU project:&nbsp;Values and ethics in Innovation for Responsible Technology in EUrope (732027)</p>

opencc-by-4.0Feb 2020View details →
zenodo28/100

Open Wave Height Logger analysis code and data

<p>Analysis code (R language) and associated data files used to generate data and statistics for the manuscript <em>&quot;Open Wave Height Logger: an open source pressure sensor data logger for wave measurement&quot;,&nbsp;</em>authored by&nbsp;Ted Lyman<sup>1</sup>, Kristen Elsmore<sup>2</sup>, Brian Gaylord<sup>2,3</sup>, Jarrett E. Byrnes<sup>1</sup>, Luke P. Miller<sup>4 </sup>(corresponding author, luke.miller@sdsu.edu).&nbsp;&nbsp;</p> <p>&nbsp;</p> <p><sup>1</sup> University of Massachusetts, Boston, 100 Morrisey Blvd, Boston, MA 02125</p> <p><sup>2</sup> Bodega Marine Laboratory, University of California Davis, 2099 Westshore Road, Bodega Bay, CA 94923</p> <p><sup>3</sup> Department of Evolution and Ecology, University of California Davis, One Shields Road, Davis, CA 95616</p> <p><sup>4</sup> Department of Biology, San Diego State University, 5500 Campanile Drive, San Diego, CA 92182</p>

opencc-by-4.0Dec 2019View details →
zenodo28/100

Strategies for Culture Change and Resources for Best Practice in Open Science: Slides https://osf.io/fqypv

<p>Audio recording of a talk given by David Mellor at the Reward/Equator conference organised by the Bf3R seminar series. The audio can be combined with the original slides found here: <a href="https://osf.io/fqypv">https://osf.io/fqypv</a></p> <p>The BfR is the&nbsp;German Centre for the Protection of Laboratory Animals at the German Federal Institute for Risk Assessment.&nbsp;The Bf3R organized the focus track &ldquo;Improving biomedical research through preregistration&rdquo; at the REWARD/EQUATOR conference in Berlin, where David Mellor was an invited expert speaker. The aim of this conference is: &ldquo;sharing strategies for research improvement&rdquo;.</p>

opencc-by-4.0Feb 2020View details →
zenodo28/100

How to open up my journal - Pathways into open access

<p>This decision tree&nbsp;helps you to choose the right path for the open access transformation of your society journal. Together with your publishing partners you can&nbsp;discuss the&nbsp;optimal business model. A selection can be found at the end.</p>

opencc-by-4.0Feb 2020View details →
zenodo28/100

COVID-19 Open Research Dataset (CORD-19)

<p><strong>Important</strong>: This dataset is updated regularly and the latest version for download&nbsp;can be found <a href="https://www.semanticscholar.org/cord19/download">here</a>.</p> <p>In response to the COVID-19 pandemic, the&nbsp;<a href="https://allenai.org/">Allen Institute for AI</a>&nbsp;has partnered with leading research groups to prepare and distribute the COVID-19 Open Research Dataset (CORD-19), a free resource of scholarly articles, including full text content, about COVID-19 and the coronavirus family of viruses for use by the global research community.</p> <p>This dataset is intended to mobilize researchers to apply recent advances in natural language processing to generate new insights in support of the fight against this infectious disease. The corpus will be updated weekly as new research is published in peer-reviewed publications and archival services like&nbsp;<a href="https://www.biorxiv.org/">bioRxiv</a>,&nbsp;<a href="https://www.medrxiv.org/">medRxiv</a>, and others.</p> <p>By downloading this dataset you are agreeing to the Dataset license. Specific licensing information for individual articles in the dataset is available in the metadata file.</p> <p>Additional licensing information is available on the&nbsp;<a href="https://www.ncbi.nlm.nih.gov/pmc/tools/openftlist/">PMC website</a>,&nbsp;<a href="https://www.medrxiv.org/submit-a-manuscript">medRxiv website</a>&nbsp;and&nbsp;<a href="https://www.biorxiv.org/about-biorxiv">bioRxiv website</a>.</p> <p><strong>Dataset content:</strong></p> <ul> <li>Commercial use subset</li> <li>Non-commercial use subset</li> <li>PMC custom license subset</li> <li>bioRxiv/medRxiv subset&nbsp;(pre-prints that are not peer reviewed)</li> <li>Metadata file</li> <li>Readme</li> </ul> <p>Each paper is represented as a single JSON object (see schema file for details).</p> <p><strong>Description:</strong></p> <p>The dataset contains all COVID-19 and coronavirus-related research (e.g. SARS, MERS, etc.) from the following sources:</p> <ul> <li>PubMed&#39;s PMC open access corpus using this&nbsp;<a href="https://www.ncbi.nlm.nih.gov/pmc/?term=%22COVID-19%22+OR+Coronavirus+OR+%22Corona+virus%22+OR+%222019-nCoV%22+OR+%22SARS-CoV%22+OR+%22MERS-CoV%22+OR+%E2%80%9CSevere+Acute+Respiratory+Syndrome%E2%80%9D+OR+%E2%80%9CMiddle+East+Respiratory+Syndrome%E2%80%9D">query</a>&nbsp;(COVID-19 and coronavirus research)</li> <li>Additional COVID-19 research articles from a corpus maintained by the&nbsp;<a href="https://www.who.int/emergencies/diseases/novel-coronavirus-2019/global-research-on-novel-coronavirus-2019-ncov">WHO</a></li> <li>bioRxiv and medRxiv pre-prints using the same query as PMC (COVID-19 and coronavirus research)</li> </ul> <p>We also provide a comprehensive metadata file of coronavirus and COVID-19 research articles with links to&nbsp;<a href="https://www.ncbi.nlm.nih.gov/pmc/?term=%22COVID-19%22+OR+Coronavirus+OR+%22Corona+virus%22+OR+%222019-nCoV%22+OR+%22SARS-CoV%22+OR+%22MERS-CoV%22+OR+%E2%80%9CSevere+Acute+Respiratory+Syndrome%E2%80%9D+OR+%E2%80%9CMiddle+East+Respiratory+Syndrome%E2%80%9D">PubMed</a>,&nbsp;<a href="https://aka.ms/AA7q3eb">Microsoft Academic</a>&nbsp;and the&nbsp;<a href="https://www.who.int/emergencies/diseases/novel-coronavirus-2019/global-research-on-novel-coronavirus-2019-ncov">WHO COVID-19 database of publications</a>&nbsp;(includes articles without open access full text).</p> <p>We recommend using metadata from the comprehensive file when available, instead of parsed metadata in the dataset. Please note the dataset may contain multiple entries for individual PMC IDs in cases when supplementary materials are available.</p> <p>This repository is linked to the WHO database of publications on coronavirus disease and other resources, such as Microsoft Academic Graph, PubMed, and Semantic Scholar. A coalition including the&nbsp;<a href="https://chanzuckerberg.com/">Chan Zuckerberg Initiative</a>, Georgetown University&rsquo;s&nbsp;<a href="https://cset.georgetown.edu/">Center for Security and Emerging Technology</a>,&nbsp;<a href="https://www.microsoft.com/en-us/research/">Microsoft Research</a>, and the&nbsp;<a href="https://www.nlm.nih.gov/">National Library of Medicine</a>&nbsp;of the National Institutes of Health came together to provide this service.</p> <p><strong>Citation:</strong></p> <p>When including CORD-19 data in a publication or redistribution, please cite our <a href="https://www.semanticscholar.org/paper/263db91cea260ca775cdbc482bca5392815c0533">arXiv pre-print</a>.</p> <p>The&nbsp;<a href="https://allenai.org/">Allen Institute for AI</a>&nbsp;and particularly the Semantic Scholar team will continue to provide updates to this dataset as the situation evolves and new research is released.</p>

openother-openMar 2020View details →
zenodo28/100

Investing in Open Science infrastructure and repositories, shared repositories and Idea Challenge 2020-2021

<p>Recording of the OR2020 virtual session that includes:</p> <ul> <li>Investing in Open Science infrastructure and repositories: How IOI and SCOSS can help<strong>&nbsp;</strong>&ndash; Vanessa Proudman, SPARC Europe</li> <li>Shared repositories: building a multi-tenancy repository service at the British Library&nbsp;&ndash; Sara Gould, the British Library</li> <li>A year long Idea Challenge: the new beginning. Kicking-off Idea Challenge 2020-2021, for more information, please visit the&nbsp;<a href="https://or2020.sun.ac.za/a-year-long-idea-challenge/">Idea Challenge page</a>.</li> </ul>

opencc-by-4.0Jun 2020View details →
zenodo28/100

Open Data Articles of Journal of Contemporary Administration (Jul2018-Dec2020)

<p>This table shows the list of articles with Open Data published by The Journal of Contemporary Administration between Jul2018-Dec2020. All of them are Open, without any kind of fee/cost.</p>

opencc-by-4.0Dec 2018View details →
zenodo28/100

Datensatz zur Bachelorarbeit "Die Open-Access-Publikationsberatung als Handlungsfeld wissenschaftlicher Bibliotheken: Herausforderungen und Potentiale in der Vermittlung von Publikationskompetenz"

<p>Der vorliegende Datensatz beinhaltet die Ergebnisse einer Online-Befragung,&nbsp;im Rahmen welcher die Open-Access-Beauftragten der im Nationalen Open-Access-Kontaktpunkt OA2020-DE organisierten Institutionen um ihre Einsch&auml;tzung zur Relevanz einzelner Themengebiete f&uuml;r den Bereich der Open-Access-Publikationsberatung gebeten wurden. Neben dem daf&uuml;r genutzten Fragebogen enth&auml;lt der Datensatz die Ergebnisse als CSV- und XLSX-Datei. Der Volltext der Bachelorarbeit, in deren Kontext diese Befragung durchgef&uuml;hrt wurde, findet sich unter folgender URN:&nbsp;<a href="https://nbn-resolving.org/urn:nbn:de:hbz:79pbc-opus-15956">urn:nbn:de:hbz:79pbc-opus-15956</a></p>

opencc-by-4.0Mar 2020View details →
zenodo28/100

OHBM Open Science Special Interest Group Symposium - Towards Global Inclusivity in Open Science

<p>Talk presented as part of the Organisation of Human Brain Mapping (OHBM)&nbsp;Open Science Special Interest Group Symposium on &nbsp;Collaborative Science. Features interviews with Researchers connected to the Global South, describing some of the challenges they face around interacting with open science coming from the Global North.</p> <p>&nbsp;</p> <p>Features excerpts from interviews with:</p> <p>Sudarshan GC;&nbsp;Link: https://medialabnepal.com;&nbsp;Twitter: @Sudarsh07847591</p> <p>Lilian Juma;&nbsp;Link: https://www.kijijieco.org/;&nbsp;Link: https://github.com/Lilian9/Open_Connect_Kenya;&nbsp;Twitter: @TheOnlyJuma</p> <p>Stephan Heunis;&nbsp;Link: https://jsheunis.github.io;&nbsp;Twitter: @fmrwhy</p> <p>Allan Ochola;&nbsp;Twitter: @allanochola</p> <p>Festus Nyasimi; Link: https://bioinformaticshubofkenya.wordpress.com/;&nbsp;Twitter: @Festus_nyasimi</p> <p>Julieta Arancio;&nbsp;Link: https://blog.aranc.io/;&nbsp;Twitter: @Cassandreces</p> <p>Malvika Sharan;&nbsp;Link: https://the-turing-way.netlify.com;&nbsp;Twitter: @malvikasharan</p> <p>&nbsp;</p> <p>&nbsp;</p>

opencc-by-4.0Jun 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

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.