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.
12,393
datasets available to search
ShareScore release 0.9.0
Dataset results
12,393 results for “Materiality”
Supplementary material S5: Model outputs
<p>Supplementary material S5 to</p> <p>Schmid, U., Frehner, M., Bugmann, H., 2024. Management recommendations for Alpine protection forests: the importance of regeneration quality and initial stand composition.</p>
Supplementary material-Figure S1、Figure S2、Table S1 and Table S2
Open the record for dataset details and reuse information.
Supplementary material 4 from: Liao M, Zeng S-J, Zeng L-Y, Yin H-J, Yan M-L, Zhang C-F, Tang G-D (2024) A new species and a replacement name in Cynanchum (Apocynaceae, Asclepiadeae) from China. PhytoKeys 241: 49-63. https://doi.org/10.3897/phytokeys.241.111499
Specimens of Cynanchum hooperianum, C. longhushanense, C. pingtaoi, and C. pulchellum used for the distribution map
Supplementary material 4 from: Chen H-P, Kikuchi N, Shiao S-F (2024) Discovery of a new Pseudalomya Telenga, 1930 (Hymenoptera, Ichneumonidae, Ichneumoninae) species from Taiwan and its implications for the systematic position of this genus. Journal of Hymenoptera Research 97: 277-296. https://doi.org/10.3897/jhr.97.119470
Complete maximum likelihood trees reconstructed using the COI, 28S, 18S, and concatenated 18S+28S+COI datasets
Supplementary material 2 from: Jonishi T, Nakano T (2024) Taxonomic re-appraisal of Scolopocryptops quadristriatus (Verhoeff, 1934) and a description of a new species from Japan and Taiwan (Chilopoda, Scolopendromorpha, Scolopocryptopidae). Zoosystematics and Evolution 100(2): 405-423. https://doi.org/10.3897/zse.100.119297
Uncorrected pairwise distances for 654 bp of the COI sequences of Scolopocryptops longisetosus sp. nov.
Suplementary material_Lins et al. 2023
Open the record for dataset details and reuse information.
Supplementary material 1 from: Bermúdez-Cova MA, Hofmann TA, Yorou NS, Piepenbring M (2024) Systematic revision of species of Atractilina and Spiropes hyperparasitic on Meliolales (Ascomycota) in the tropics. MycoKeys 103: 167-213. https://doi.org/10.3897/mycokeys.103.115799
Alignments and tree generated during the analysis of the DNA sequences of Atractilina parasitica, Malacaria meliolicola and other members of the Dothideomycetes
Supplementary Material - A Comparison of Clustering Approaches for Metaheuristic Behaviour Data
<p>This repo contains all results data as images and tables that was gathered and used for evaluating the experiments in the paper "A Comparison of Clustering Approaches for Metaheuristic Behaviour Data". The folder structure is representative of the respective dataset used to generate the results.</p>
Supplementary Material for "Cost-Efficient Construction of Performance Models"
<p><strong>Overview</strong></p> <p>The main contribution of the paper is a novel approach to ease the performance modeling process by introducing a pre-processing step that automatically determines performance-irrelevant configuration options and removes them from the remaining modeling process. We show that our identification process can accurately identify performance-irrelevant options using Pace3D, a multi-physics simulation, as case study. </p> <p>As Pace3D is proprietary software to which we are granted access to, we cannot provide an executable. Therefore, it is not possible to repeat measurements of the software. We do, however, provide our collected measurement data, including logs of our conducted experiments and inputs used, as well as performance models created. The measurement data can be used to reproduce the learning of models using DECART. Furthermore, the evaluation data shows the runtime difference between configurations. </p> <p>DECART is available for download here: https://github.com/jmguo/DECART/</p> <p><strong>Structure</strong></p> <p>- training-data: Input configurations and measurement data used for training models.<br>- models: DECART models.<br>- evaluation-data: Input configurations and measurement data for evaluating the models.<br>- questionnaire: Filled questionnare by the Pace3D developer.</p>
CENTRINNO_Material Flow Analyses Graphics
<p>A collection of Material Flow Analyses diagrams produced during the CENTRINNO Project.</p>
Supplementary material 3 from: Tanaka S, Tokuda M (2024) Occurrence of giant migratory locust Locusta migratoria (Acrididae) on Tsushima Island, Japan. Journal of Orthoptera Research 33(1): 113-126. https://doi.org/10.3897/jor.33.112789
Supplementary material 3 from: Tanaka S, Tokuda M (2024) Occurrence of giant migratory locust Locusta migratoria (Acrididae) on Tsushima Island, Japan. Journal of Orthoptera Research 33(1): 113-126. https://doi.org/10.3897/jor.33.112789
Supplementary material 2 from: Tanaka S, Tokuda M (2024) Occurrence of giant migratory locust Locusta migratoria (Acrididae) on Tsushima Island, Japan. Journal of Orthoptera Research 33(1): 113-126. https://doi.org/10.3897/jor.33.112789
Supplementary material 2 from: Tanaka S, Tokuda M (2024) Occurrence of giant migratory locust Locusta migratoria (Acrididae) on Tsushima Island, Japan. Journal of Orthoptera Research 33(1): 113-126. https://doi.org/10.3897/jor.33.112789
Supplementary material 1 from: Tanaka S, Tokuda M (2024) Occurrence of giant migratory locust Locusta migratoria (Acrididae) on Tsushima Island, Japan. Journal of Orthoptera Research 33(1): 113-126. https://doi.org/10.3897/jor.33.112789
Supplementary material 1 from: Tanaka S, Tokuda M (2024) Occurrence of giant migratory locust Locusta migratoria (Acrididae) on Tsushima Island, Japan. Journal of Orthoptera Research 33(1): 113-126. https://doi.org/10.3897/jor.33.112789
Strategic Game Theory Analysis of Digitalization in Raw Materials Manufacturing: A Case Study of China and Implications for Public Policy
Open the record for dataset details and reuse information.
Material parameter influence on solitary wave induced surface dilation: restart files, output files, videos and input scripts
<p>Restart files, output files, videos and input scripts for Material parameter influence on the expression of Solitary-Wave-Induced Surface Dilation (Frizzell and Hartzell, 2024). Input files can be find at the linked repository (https://github.com/efrizz-umd/SID_sensitivity). Restart files and output files were made with LIGGGHTS (https://www.cfdem.com/liggghtsr-open-source-discrete-element-method-particle-simulation-code) and videos were made with OVITO (https://www.ovito.org/).</p>
Thermal properties of 'athermal' granular materials
Open the record for dataset details and reuse information.
Material for Single-cell RNA analysis (I) BIO463 Week 9
Open the record for dataset details and reuse information.
Supplementary Material for "Architecture-Based Mitigation of Confidentiality Violations Utilizing Machine Learning"
<p>Supplementary material for the paper "Architecture-Based Mitigation of Confidentiality Violations Utilizing Machine Learning". For more information, please see the README.md</p>
Ethical Requirements in the Age of Artificial Intelligence - Supplementary material
<p><strong>Context</strong>: Software developers and users are growing concerned about the ethical use of software, especially with Artificial Intelligence (AI). In this context, we investigated how ethical requirements can be elicited and incorporated into software development. <strong>Problem</strong>: The challenge is identifying and defining effective methods for eliciting and managing ethical requirements in software development. <strong>Solution</strong>: We conducted a Systematic Literature Review (SLR) to identify techniques, methods, processes, frameworks, and tools for eliciting, analyzing, and specifying ethical requirements. <strong>IS Theory</strong>: We explore the application of theories related to requirements engineering, ethics in technology, and data governance. It focuses, in particular, on ensuring that information systems comply with ethical and legal principles from the beginning of the development cycle. <strong>Method</strong>: Following the Kitchenham and Charters protocol, we conducted an SLR with stages of planning, conducting, and reporting the results. <strong>Summarization of Results</strong>: We have identified 46 primary studies. These studies address different approaches to eliciting ethical requirements, including techniques based on user stories, analysis of ethical guidelines, specific frameworks such as ECCOLA, and methods such as interviews and modeling. <strong>Contributions and Impact on the IS area</strong>: The report contributes to the field by consolidating existing practices in the literature regarding ethical requirements. It provides a comprehensive overview of the techniques and tools available for integrating ethical considerations into software systems and identifies gaps and opportunities for future research. The study significantly impacts the IS field by providing practical and theoretical guidelines for eliciting ethical requirements in information systems.</p>
Dataset of "Influence of the used solvent on the efficiency of the extraction of cathode materials for direct recycling"
<p>Lithium-ion batteries are playing an increasingly significant role in modern mobility and energy storage. Their increasing quantity and the limited amount of material resources available on earth will place great demands on the most efficient recycling in the future. In this paper, we focused on the first stage of the so-called direct recycling, i.e. the extraction of electrode material from the current collector, using six types of solvents in combination with three types of the most commonly used cathode materials in lithium-ion batteries. Three selected lithium-ion batteries were aged for 500 cycles and disassembled for the next step - cathode material extraction. The extraction was carried out by a method that is least energy intensive, cost effective and preserves the structural stability of the cathode materials after extraction. Of the used solvents, Dimethylacetamide (DMAC) was found to be the most effective solvent for the extraction. At the same time, Dimethylsulfoxide (DMSO) was the most effective solvent in terms of solvents considered to be biologically harmless. The study also included an analysis of the degradation of the cathode materials after their extraction from the current collector. It was found that all materials remained stable even one month after the extraction.</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.