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141 results for “research database”

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zenodo32/100

Supplementary material 3 from: Senderov V, Georgiev T, Penev L (2016) Online direct import of specimen records into manuscripts and automatic creation of data papers from biological databases  . Research Ideas and Outcomes 2: e10617. https://doi.org/10.3897/rio.2.e10617

This archive contains XSLT transformations from EML v. 2.1.1 and v. 2.1.0 to Pensoft data paper format.

opencc-zeroSep 2016View details →
zenodo32/100

Supplementary material 1 from: Báthori F, Pfliegler WP, Zimmerman C-U, Tartally A (2017) Online image databases as multi-purpose resources: discovery of a new host ant of Rickia wasmannii Cavara (Ascomycota, Laboulbeniales) by screening AntWeb.org. Journal of Hymenoptera Research 61: 85-94. https://doi.org/10.3897/jhr.61.20255

Online image databases as multi-purpose resources: Rickia wasmannii Cavara (Ascomycota, Laboulbeniales) on a new host ant from a new country by screening AntWeb.org :

opencc-zeroJan 2018View details →
zenodo32/100

A Global Database of Pitted Cones on Mars for Research on Martian Volcanism

<p>The generated datasets&nbsp; as reported in an article by Chen et al. (2024) "A Global Database of Pitted cones on Mars for Research on Martian Volcanism".</p>

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

360° Binaural Room Impulse Response (BRIR) Database for 6DOF spatial perception research

<p>by Applied Psychoacoustics Lab, University of Huddersfield</p> <p>&nbsp;</p> <p>Authors: Bogdan Bacila and Hyunkook Lee</p> <p>bogdan.bacila@hud.ac.uk, h.lee@hud.ac.uk</p> <p>&nbsp;</p> <p><strong>Description</strong></p> <p>An open-access database for 360&deg; binaural room impulse responses (BRIR) captured in a reverberant concert hall. Head-rotated BRIRs were acquired with 3.6&deg; angular resolution for each of 13 different receiver positions, using a custom-made head-rotation system that was automated and integrated with the Huddersfield Acoustical Analysis Research Toolbox. The BRIRs are provided in the SOFA format. The library also contains impulse responses captured using a first-order Ambisonic microphone and an omnidirectional microphone. It is expected that the database would be useful for studying the perception of spatial attributes in a six degrees-of-freedom context.</p> <p>&nbsp;</p> <p><strong>Folder Structure</strong></p> <p>The impulse responses are organised into two main folders:</p> <p>* Binaural: Contains the SOFA files and MATLAB files for each position, with a 3.6&deg; angular resolution, recorded with the Neumann KU100 binaural head.</p> <p>* FOA: Contains the First Order Ambisonics audio files in A format and B format for each individual position, recorded with an Sennheiser Ambeo microphone in an end-fire configuration. &nbsp;</p> <p>&nbsp;</p> <p><strong>Naming Convention</strong></p> <p>The files are named after their relative position on the stage and the distance from the stage:</p> <p>* C = Centre</p> <p>* L = Left</p> <p>* LW = Left Wide</p> <p>&nbsp;</p> <p><strong>License</strong></p> <p>This project is licensed under the CC-BY-4.0 License - see the License.txt file for details</p> <p>&nbsp;</p> <p><strong>Publication</strong></p> <p>This database was presented at the Audio Engineering Society 146th International Convention.</p> <p>Download link: http://www.aes.org/e-lib/browse.cfm?elib=20371</p> <p>&nbsp;</p> <p><strong>Referencing</strong></p> <p>If you use the database for your research, please reference it as follows.</p> <p>Bacila, B. I., &amp; Lee, H. (2019). 360&deg; Binaural Room Impulse Response (BRIR) Database for 6DOF Spatial Perception Research. Presented at the Audio Engineering Society Convention 146, Dublin, e-Brief 513</p>

opencc-by-4.0Mar 2019View details →
zenodo32/100

Database for Research Projects to Solve the Inverse Heat Conduction Problem

<p>To achieve the optimal performance of an object to be heat treated, it is necessary to know the exact value of the Heat Transfer Coefficient (HTC) describing the amount of heat exchange between the work piece and the cooling medium. The prediction of the HTC is a typical Inverse Heat Transfer Problem (IHCP), which cannot be solved by direct numerical methods. There are numerous techniques used to solve the IHCP based on heuristic search algorithms having very high computational demand. As another approach, it would be possible to use machine-learning methods for the same purpose, which are capable of giving prompt estimations about the main characteristics of the HTC function. As known, a key requirement for all successful machine-learning projects is the availability of high quality training data. In this case, the amount of real-world measurements is far from satisfactory because of the high cost of these tests. As an alternative, it is possible to generate the necessary databases using simulations. This paper presents a novel model for random HTC function generation based on control points and advanced smoothing techniques. As an additional step, a GPU accelerated finite-element method was used to simulate the cooling process resulting in the required temporary data records. These datasets make it possible for researchers to develop and test their IHCP solver algorithms.</p>

opencc-by-4.0Jun 2019View details →
zenodo32/100

Database of research methods in the educational field. Bibliometric analysis: comparative study between Scopus and WoS

<p>Data package on research methods in the educational field in the Web of Science and Scopus databases between 2000 and 2023</p>

opencc-by-4.0Sep 2024View details →
dryad32/100

Data from: A global database and 'state of the field' review of research into ecosystem engineering by land animals.

1. Ecosystem engineers have been widely studied for terrestrial systems, but global trends in research encompassing the range of taxa and functions have not previously been synthesised. 2. We synthesised contemporary understanding of engineer fauna in terrestrial habitats and assessed the methods used to document patterns and processes, asking: 1.Which species act as ecosystem engineers and with whom do they interact? 2. What are the impacts of ecosystem engineers in terrestrial habitats and how are they distributed? 3. What are the primary methods used to examine engineer effects and how have these developed over time? We considered the strengths, weaknesses and gaps in knowledge related to each of these questions, and suggested a conceptual framework to delineate 'significant impacts' of engineering interactions for all terrestrial animals. 3. We collected peer-reviewed publications examining ecosystem engineer impacts and created a database of engineer species to assess experimental approaches and any additional covariates that influenced the magnitude of engineer impacts. 4. One hundred and twenty-two species from twenty-eight orders were identified as ecosystem engineers, performing five ecological functions. Burrowing mammals were the most researched group (27%). Half of all studies occurred in dry/arid habitats. Mensurative studies comparing sites with and without engineers (80%) were more common than manipulative studies (20%). These provided a broad framework for predicting engineer impacts upon abundance and species diversity. However, the roles of confounding factors, processes driving these patterns, and the consequences of experimentally adjusting variables, such as engineer density, have been neglected. True spatial and temporal replication have also been limited, particularly for emerging studies of engineer reintroductions. 5. Climate change and habitat modification will challenge the roles that engineers play in regulating ecosystems, and these will become important avenues for future research. We recommend future studies include simulation of engineer effects and experimental manipulation of engineer densities to determine the potential for ecological cascades through trophic and engineering pathways due to functional decline. We also recommend improving knowledge of long-term engineering effects and replication of engineer reintroductions across landscapes to better understand how large-scale ecological gradients alter the magnitude of engineering impacts.

opencc-zeroDec 2017View details →
zenodo32/100

Database of Incidence per reef and región of the research "Evaluation of the use of Autonomous Reef Monitoring Structures (ARMS) for capturing the biological diversity of two coral reefs in the Yucatán Península, México"

<p><strong>*Corresponding autor: </strong>edlinguerra@gmail.com</p> <p>This database contains &nbsp;information of specimens of the cryptofauna assemblages identified by experts of each Phyla per reef and regi&oacute;n and is a complementary material of the research &ldquo;Evaluation of the use of Autonomous Reef Monitoring Structures (ARMS) to estimate cryptic diversity in two coral reefs of the Yucatan Pen&iacute;nsula, M&eacute;xico&rdquo;. For the present research, animals of the appropriate species and quality were selected and the minimum number required to obtain scientifically valid results were considered, all animals were anesthetized and deposited in National Collections: Colecci&oacute;n Regional de Crust&aacute;ceos de la Pen&iacute;nsula de Yucat&aacute;n (SEMARNAT number: YUC-CC-255-11), Colecci&oacute;n Regional de Moluscos de la Pen&iacute;nsula de Yucat&aacute;n (SEMARNAT number: YUC. -INV-240-01-11), Colecci&oacute;n Regional de Equinodermos de la Pen&iacute;nsula de Yucat&aacute;n (SEMARNAT number: DGVS-CC-307-18), Colecci&oacute;n Regional de Ascidias de la Pen&iacute;nsula de Yucat&aacute;n (SEMARNAT number: DGVS-CC-306-18), Colecci&oacute;n Regional de Briozoos de la Pen&iacute;nsula de Yucat&aacute;n (SEMARNAT number: DGVS-CC-308-18), Colecci&oacute;n Regional de Cnidarios de la Pen&iacute;nsula de Yucat&aacute;n (SEMARMAT number: YUC-CC-254-11), Colecci&oacute;n Regional de Policl&aacute;didos de la Pen&iacute;nsula de Yucat&aacute;n (105 Collection CONABIO) and Colecci&oacute;n Nacional del Phyla Porifera &ldquo;Gerardo Green&rdquo; of Universidad Nacional Aut&oacute;noma de M&eacute;xico, Facultad de Ciencias, Sisal, Mexico (UMDI-Sisal) and within accordance with scientific collection permits: PPF/DGOPA: 295/17, 300/17, 294/17, 293/17, PPF/DGOPA-076/19 issued by Mexico&rsquo;s State Secretaria de Agricultura, Ganaderia, Desarrollo Rural, Pesca y Alimentaci&oacute;n (SAGARPA).</p> <p><strong>CC-BY-NC-N</strong></p>

opencc-by-nc-nd-4.0Sep 2021View details →
dryad32/100

Data from: RECIFS: A centralized geo-environmental database for coral reef research and conservation

<p class="MsoNormal"><strong><span>Motivation</span></strong><span>: Host to intricate networks of marine species, coral reefs are among the most biologically diverse ecosystems on Earth. Over the past decades, major degradations of coral reefs have been observed worldwide, which is largely attributed to the effects of climate change and local stressors related to human activities. Now more than ever, characterizing how the environment shapes the dynamics of the reef ecosystem (<em>e.g.,</em> shifts in species abundance, community changes, emergence of locally adapted populations) is key to uncovering the environmental drivers of reef degradation, and developing efficient conservation strategies in response. To achieve these objectives, it is pivotal that environmental data describing the processes driving such ecosystem dynamics, which occur across specific spatial and temporal scales, are easily accessible to coral reef researchers and conservation stakeholders alike. </span></p> <p class="MsoNormal"><strong><span>Main types of variable contained: </span></strong><span>Multiple environmental variables characterizing various facets of the reef environment, including water chemistry and physics (<em>e.g.,</em> temperature, pH, chlorophyll concentration), local anthropogenic pressures (<em>e.g.,</em> boat detection, distance from agricultural or urban areas) and patterns of sea currents patterns. </span></p> <p class="MsoNormal"><strong><span>Spatial location and grain</span></strong><span>: Worldwide reef cells of 5-by-5 km. </span></p> <p class="MsoNormal"><strong><span>Time period and grain</span></strong><span>: Last 3-4 decades, monthly and yearly resolution.</span></p> <p class="MsoNormal"><span> <strong>Major taxa and level of measurement</strong>: Environmental data important for coral reefs and associated biodiversity. </span></p> <p class="MsoNormal"><strong><span> Software format</span></strong><span>: Interactive web-application available at <a href="https://recifs.epfl.ch">https://recifs.epfl.ch</a>.</span></p>

opencc-zeroFeb 2023View details →
zenodo32/100

TIE Research Database

<p>The future of our urban mobility systems depends on numerous framework conditions, including technical, political, regulatory, social, cultural, and economic parameters. These conditions are city-specific and serve as the building blocks of what we define here as the Transportation Innovation Ecosystem (TIE) of a city. However, many cities do not have a thorough understanding of their TIEs. This limited understanding reduces the ability of cities to define, adopt, and implement policies that aim at promoting innovative solution in light of the mobility challengers they face. For this purpose a methodology was developed that made it possible to map the ecosystems of innovation in urban transportation, as well as the strengths and weaknesses of the systems. The study funded by the EIT Urban Mobility, a consortium established by the European Institute of Innovation and Technology (EIT), of the EU.</p> <p>The methodology developed in the project was applied to three cities: Munich, Budapest and Prague. The project was carried out in collaboration with local research teams and senior local government officials in the three cities. Mapping the ecosystems of transportation innovation in the three cities included collecting data through local experts.&nbsp; The macro analysis presented in the database details a list of anchors and processes that characterize the ecosystem of innovative transportation in the three inspected cities.</p>

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

Database fro papers entitled Disease and viruses as negative factor prohibiting the growth of broiler chicken embryo as research topic trend: a bibliometric review

<p>This database of documents used for analysis using bibliometric review were downloaded from Scopus website. The data was used for a published paper in F1000 Research journal with intended title. This data can be downloaded and reproduced for research purpose&nbsp;&nbsp;</p>

opencc-by-4.0Aug 2023View details →
ClinicalTrials.gov32/100

Qvar Versus Clenil, a General Practice Research Database Study

ClinicalTrials.gov study NCT01400217. IPD Sharing: Not stated. Countries: 1. Publications: 10.

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

Deployment-Related Lung Disease Research Database and Biorepository

ClinicalTrials.gov study NCT03035097. IPD Sharing: UNDECIDED. Countries: 1. Publications: 2.

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

Clinical Database Associated With a Biological Banking Accessible to Initiate Epidemiological and Translational Collaborative Researches in Kidney Transplantation

ClinicalTrials.gov study NCT02900040. IPD Sharing: Not stated. Countries: 1. Publications: 2.

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

The C-BRIDGE Study: China Bronchiectasis Research Involving Databases, Genomics, and Endotyping

ClinicalTrials.gov study NCT06900062. IPD Sharing: NO. Countries: 1. Publications: 9.

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

Device Mixing in Asthma, a General Practice Research Database Study

ClinicalTrials.gov study NCT01313585. IPD Sharing: Not stated. Countries: 1. Publications: 11.

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

NEED: Neuromed Epilepsy EEG Database. A Large EEG Database of Epilepsy Patients for Research Community.

ClinicalTrials.gov study NCT04647825. IPD Sharing: NO. Countries: 1. Publications: 19.

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

Atrial Fibrillation Research Database

ClinicalTrials.gov study NCT03760874. IPD Sharing: NO. Countries: 1. Publications: 1.

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

Telehealth in MND-Research (TIM-R): A Research Database for MND

ClinicalTrials.gov study NCT07132879. IPD Sharing: YES. Countries: 1. Publications: 9.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov32/100

The BRIDGE Study - Bronchiectasis Research Involving Databases, Genomics and Endotyping

ClinicalTrials.gov study NCT03791086. IPD Sharing: YES. Countries: 1. Publications: 1.

controlledIPD-YESFeb 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

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.