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.
6,175
datasets available to search
ShareScore release 0.9.0
Dataset results
6,175 results for “Composite”
Composite analysis data
<p>Composite analysis data</p>
Summary statistics of vegetation composition of Chitanga, Mafai, and Nwamukuku heritage forests in Inhambane province, Mozambique
Open the record for dataset details and reuse information.
XPS investigation of Co-Ni oxidized compounds surface using peak on satellites ratio. Application to Co20Ni80 passive layer structure and composition.
<p>The .xls files contain the data of the Ni2p and Co2p spectra recorded on the spontaneously oxidized alloy sample, during sputtering.</p>
Total Solar Irradiance (TSI) in the satellite era: Multiple new or updated satellite TSI composites and related time series
<h2>Supporting dataset to accompany R. Connolly et al. (2024)</h2> <h3><strong>Associated journal article:</strong></h3> <div>R. Connolly, W. Soon, M. Connolly, R.G. Cionco, A.G. Elias, G.W. Henry, N. Scafetta, and V.M. Velasco Herrera (2024). Multiple new or updated satellite Total Solar Irradiance (TSI) composites (1978-2023). The Astrophysical Journal. <strong>975 </strong>(1), 102. <a href="https://doi.org/10.3847/1538-4357/ad7794">https://doi.org/10.3847/1538-4357/ad7794</a></div> <div> </div> <h3><strong>Description of contents</strong>:</h3> <div>An Excel spreadsheet with 25 tabs. All of the TSI composite time series, the proxy-based models used for comparison, and the data used to generate the figures and tables are provided in this sheet. The first tab describes the contents of the remaining tabs.</div> <div> </div> <h3><strong>System requirements</strong>:</h3> <div>MS Excel or another program that can read .xlsx files.</div> <div> </div> <h3><strong>Additional comments</strong>:</h3> <div>Version 1.0 is a mirror archive of the original Supporting Data for the journal article described above. Updates to this dataset will be provided here at <a href="https://doi.org/10.5281/zenodo.13619470">https://doi.org/10.5281/zenodo.13619470</a> or on the CERES-Science website at <a href="https://www.ceres-science.com/portfolio-collections/solar-activity/total-solar-irradiance-in-the-satellite-era">https://www.ceres-science.com/portfolio-collections/solar-activity/total-solar-irradiance-in-the-satellite-era</a>. </div> <div> </div> <h3><strong>Citation request</strong>:</h3> <div>We ask that users of this dataset include an appropriate citation to the R. Connolly et al. (2024, The Astrophysical Journal) article in any publications that make use of the dataset. If possible, we encourage including a direct citation to this dataset as well as to the article. We recommend including the version number and/or download date if you are using an update from the original dataset.</div> <div> </div> <div>=====</div>
DIC Images and Data of In-Plane Cyclic Testing of a 3D-Woven Layer-to-Layer Angle Interlock Composite
<p>Data behind the publications:</p> <ul> <li>C. Oddy, M. Song, C. Stewart, B. El Said, M. Ekh, S. Hallett and Martin Fagerström: On and Off-Axis Cyclic Behaviour of 3D-Woven Composites: Experimental Testing and Macroscale Modelling. Submitted for international publication.</li> </ul> <p>For each test sample orientation and excel file is provided. This includes the machinedata giving the time, machine displacement and force. On another sheet, informationfrom the DIC analysis is given, including the time and force signal organised accordingto the image frame number. The DIC images are also provided.</p> <p>The testing was carried out using a serial camera DIC system. However, as part of this publication, the images have only been provided from one of the camera systems. They have also been exported at a lower image quality than the original analysis. The authors' can recommend the use of open source DIC software, for example DICe (https://github.com/dicengine/dice), to carry out any type of further image processing. Processing the stereo image as a 2D analysis at a lower image quality may lead to some deviations in the extracted strain or displacement fields. The authors however have compared the results and have not seen any notable inconsistencies. We hope that these images can be useful to you in your own research endeavours! </p> <p> </p>
Raw data of XRD and geochemical composition for plots for the lagoonal to littoral K-bentonites
Open the record for dataset details and reuse information.
Measurement report: The variation properties of aerosol hygroscopic growth related to chemical composition during new particle formation days in a coastal city of southeast China
<p>The aerosol scattering hygroscopic growth factor (f(RH)), along with conventional air pollutants and meteorological parameters were simultaneously observed from February to April 2022 in Xiamen, a coastal city of southeast China.</p>
Collected Data on Bending, Vibration, and Push-out Tests of Shallow Steel-Timber Composite Beams – Nordic System
Open the record for dataset details and reuse information.
MOC composites with filler from MOC recyclate: towards waste-free and CO2-neutral technology
Open the record for dataset details and reuse information.
Data for "Differential effects of Daphnia genotype composition on spatial environmental heterogeneity in experimental metacommunities"
Open the record for dataset details and reuse information.
Changes in structure and composition of protected forest habitats after 10 years: Analyzes from different Natura 2000 sites in Saxony-Anhalt, Germany
<p>The data utilized in the paper "Wild et al. (2024)," submitted in Ecology and Evolution, are provided herein. The study examines the alterations in forest structure and species composition in Natura 2000 sites over a period of approximately ten years in the Harz and Harz foreland regions of Saxony-Anhalt, Germany.</p> <p>The data were collected as part of the research project "Possibilities and Methods for the Promotion of Tree Species and Habitats of Native Forests as a Building Block for Adaptation to Climate Change and for Coping with Forest Damage Using the Example of Selected Natura 2000 Areas in Saxony-Anhalt" (10/2020 – 06/2023) (project no. 407.1.10-60128/630120000006) funded by the European Agricultural Fund for Rural Development and the State Administration Office of Saxony-Anhalt. </p> <p>The surveys were conducted between the months of July and September in the years 2021 and 2022. </p>
Digital image correlation experiments involving in-plane loading of a composite laminate
<div>----------------------------------------------------------------------------------------------------------------------------------------------------------------------</div> <div>-------------------------------------------------------------------------------- <strong>SUMMARY</strong> ---------------------------------------------------------------------------</div> <div>----------------------------------------------------------------------------------------------------------------------------------------------------------------------</div> <div> </div> <div>Stereo-DIC 5 MPx system was used to perform experiments on a composite laminate.</div> <div>Thickness = 2.48 mm</div> <div>Layup is [0, 45 -45 90]2s leading to quasi-isotropic behaviour</div> <div> </div> <div>----------------------------------------------------------------------------------------------------------------------------------------------------------------------</div> <div>-------------------------------------------------------------------------------- <strong>FOLDERS </strong>---------------------------------------------------------------------------</div> <div>----------------------------------------------------------------------------------------------------------------------------------------------------------------------</div> <div> </div> <div><strong>Image sets: </strong> </div> <div><strong>Sample 1:</strong> monotonically loaded up to 7.2 kN. <br><strong>Sample 2: </strong>monotonically loaded up to 10 kN.<br><strong>Sample 3:</strong> loaded cyclically with increasing peak load to study the presence of permanent strains.</div> <div> </div> <div><strong>Each folder contains the following subfolders:</strong></div> <div><strong>stationary: </strong>stationary images for DIC noise evaluation</div> <div><strong>calib: </strong>calibration target images for stereo-DIC calibration using MatchID software</div> <div><strong>test: </strong>images of the test sample being loaded, with force.csv including load reading from the uniaxial test bench synced with the images. </div> <div> </div> <div> </div> <div>----------------------------------------------------------------------------------------------------------------------------------------------------------------------</div> <div>------------------------------------------------------------------------ <strong>SUPPORTING NINFORMATION </strong>--------------------------------------------------------------------</div> <div>---------------------------------------------------------------------------------------------------------------------------------------------------------------------- </div> <div> </div> <div>Each calibration image folder contains a *.caldat file with intrinsic and extrinsic stereo camera parameters identified by MatchID 2024.2 DIC package.</div>
Data from: Lichen morphospecies diversity and community composition across the Tswalu Kalahari Reserve, South Africa
<h3>Data from the paper -</h3> <p>Lichen morphospecies diversity and community composition across the Tswalu Kalahari Reserve, South Africa</p> <p>Authors: Danielle A. Ward, Sutapa Adhikari, Madeleen Struwig, Sarah Skikne, Alan Fryday, Dylan Smith, Nishanta Rajakaruna</p> <p><a href="https://doi.org/10.1016/j.sajb.2024.10.003" rel="nofollow">https://doi.org/10.1016/j.sajb.2024.10.003</a></p> <h3>Abstract -</h3> <p>The Tswalu Kalahari Reserve in the Northern Cape Province of South Africa has no previously published data on its lichen biota, which reflects the broader status of lichenology in South Africa. It is estimated that nearly half of the country's lichen species remain undescribed. Consequently, this study aimed to gather baseline data on lichen diversity and distribution across the reserve. We quantified morphological and functional diversity, characterized lichen communities, and analyzed relationships between lichen diversity and environmental variables (northness, coverage, elevation, insolation, site, substrate type, and substrate texture) using morphospecies concepts. We documented 49 morphospecies across three habitats in the Tswalu Kalahari Reserve, including at least one species that is new to science (<em>Caloplaca tswaluensis</em> Fryday, S. Svoboda & D. A. Ward; Fryday et al., 2024.) and another (<em>Trapeliopsis glaucolepidea</em> (Nyl.) Gotth. Schneid.) that had not previously been reported from Africa. Overall, we recorded lower diversity in corticolous (bark dwelling) lichen communities compared to saxicolous (rock dwelling) lichen communities. However, we did not find a significant effect of any measured environmental variables on saxicolous species richness. This preliminary study underscores the need for further investigation of the diverse, unrecorded lichen diversity that likely exists in other areas of the country as well as the differences in lichen communities on bark and rock substrates. This study also shows that morphospecies concepts can be informative and accessible approaches for exploratory lichen studies, particularly in regions with relatively understudied cryptogram communities.</p>
WATER VAPOR UPTAKE AND MICROWAVE HEATING OF MAGNETITE / ALUMINUM FUMARATE COMPOSITES
<p>Dataset contains original raw data used for analysis presented in the paper " WATER VAPOR UPTAKE AND MICROWAVE HEATING OF MAGNETITE / ALUMINUM FUMARATE COMPOSITES" submitted for publication. Additional data files are available from the corresponding author upon reasonable request.</p>
Performance Advancements in P-Type TaFeSb-Based Thermoelectric Materials through Composition and Composite Optimizations
<p>The full data sets for the manuscript "Performance Advancements in P-Type TaFeSb-Based Thermoelectric Materials through Composition and Composite Optimizations" by Naderloo, et al.</p> <p>The paper is published in Energy & Environmental Science: <a title="Link to landing page via DOI" href="https://doi.org/10.1039/D4EE04819A">https://doi.org/10.1039/D4EE04819A</a></p>
Data described in the article "Design and evaluation of composite films for in situ synthesis and antibacterial activity of allicin vapour"
Open the record for dataset details and reuse information.
IODP Expedition 356 Core composite images
A digital composite image (PNG) is made for each core comprising core sections scanned using a line-scan camera. The composite layout is equivalent to traditional core table photos. Top left is top of core; color and meter rule references are included.
IODP Expedition 353 Carbonates composite report
This composite report includes data from two analyses (total carbon from Elemental analysis [CHNS], and inorganic carbon from [Coulometer]). Each row combines the CHNS and Coulometer data from measurements made on the same sample at the same time for a particular section and section offset (depth). If data do not exist for a particular expedition, the column does not appear. To identify individual samples and tests, see each separate data type (Elemental analysis and Coulometer). If the same sample was measured multiple times by any of the methods, results in the report will be combined on one line where possible. Each additional replicate result will be shown in subsequent rows and will be combined where possible. Report includes results for carbon forms: total, inorganic, calcium carbonate, and organic by difference, along with total hydrogen, nitrogen, and sulfur.
Slip behaviors controlled by rheological and compositional properties of a two-phase mélange in subduction shear zone
<p>%%%%%%%%%%%%%%%%%%%%%%%%%%%</p> <p>mesh</p> <p>This is the mesh code for the percentage of block volume (or area in 2D) within the central mixture region, corresponding to 10%, 30%, 50%, and 60%.</p> <p>%%%%%%%%%%%%%%%%%%%%%%%%%%%</p> <p>0.005_0.2_10</p> <p>this is a typical creep case under the conditions of matrix viscosity of 10^19 Pa s , matrix RSF parameter (a-b) of 0.006 and block ratio of 10%</p> <p>circle_rho.m % the main code</p> <p>a_timestep.txt % save the timestep</p> <p>picture.m % Sample plotting code</p>
Dataset for light absorption parameter and molecular composition of atmospheric brown carbon in Xi'an
<p>This is the raw data for light absorption parameter and molecular composition of atmospheric brown carbon in Xi'an.</p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.