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.
1,855
datasets available to search
ShareScore release 0.9.0
Dataset results
1,855 results for “Framework”
Single Basin Simulations for "A Framework for Constraining Ocean Mixing Rates and Overturning Circulation from Age Tracers"
Open the record for dataset details and reuse information.
A robust synthetic data generation framework for machine learning in High-Resolution Transmission Electron Microscopy (HRTEM): Datasets
Open the record for dataset details and reuse information.
GeoRDFBench Framework v1.0 Benchmark Results
<p>These are the results of the benchmark performed with the help of <a href="https://geordfbench.di.uoa.gr/" target="_blank" rel="noopener">GeoRDFBench Framework.</a> The systems involved are: <em>RDF4J</em>, <em>GraphDB</em>, <em>Stardog </em>and <em>Strabon</em>. The benchmark workloads are the <strong><em>Scalability</em> <em>10K</em></strong>, <strong><em>100K</em></strong>, <strong><em>1M </em></strong>from the <a href="https://geographica2.di.uoa.gr/" target="_blank" rel="noopener">Geographica 2 benchmark</a>.</p>
An Optimization Framework to Combine Operable Space Maximization with Design of Experiments - Data
<p>Data from figures to accompany paper</p>
FIGURE 742 in The South American spider genera Mesabolivar and Carapoia (Araneae, Pholcidae): new species and a framework for redrawing generic limits
FIGURE 742. Known distribution of the Carapoia cambridgei group.
FIGURE 734 in The South American spider genera Mesabolivar and Carapoia (Araneae, Pholcidae): new species and a framework for redrawing generic limits
FIGURE 734. Known distributions of the Mesabolivar spinulosus group and of the M. bonita group.
FIGURES 738–739 in The South American spider genera Mesabolivar and Carapoia (Araneae, Pholcidae): new species and a framework for redrawing generic limits
FIGURES 738–739. Known distribution of the Mesabolivar difficilis group.
FIGURES 724–725 in The South American spider genera Mesabolivar and Carapoia (Araneae, Pholcidae): new species and a framework for redrawing generic limits
FIGURES 724–725. Known distribution of the Mesabolivar aurantiacus 'group'. TL, type locality.
FIGURE 735 in The South American spider genera Mesabolivar and Carapoia (Araneae, Pholcidae): new species and a framework for redrawing generic limits
FIGURE 735. Known distribution of the Mesabolivar xingu group.
FIGURE 741 in The South American spider genera Mesabolivar and Carapoia (Araneae, Pholcidae): new species and a framework for redrawing generic limits
FIGURE 741. Known distribution of the Carapoia paraguaensis group.
Supplementary material 1 from: Bordt M, Saner M (2018) A critical review of ecosystem accounting and services frameworks. One Ecosystem 3: e29306. https://doi.org/10.3897/oneeco.3.e29306
Annex 1: Detailed assessment of frameworks
Schematic representing the vehicle–to–cell hierarchical overview of a typical electrified powertrain architecture. This represents the system-level context within which the proposed layer optimisation framework has been developed. Two xEV powertrains — a) BEV and b) series PHEV — are chosen as examples to demonstrate how the methodology facilitates common module designs for such battery packs.
<p>Schematic representing the vehicle–to–cell hierarchical overview of a typical electrified powertrain architecture. This represents the<br> system-level context within which the proposed layer optimisation framework has been developed. Two xEV powertrains — a) BEV and b) series PHEV — are chosen as examples to demonstrate how the methodology facilitates common module designs for such battery packs.</p>
A Bayesian framework for estimating parameters of a generic toxicokinetic model for the bioaccumulation of organic chemicals by benthic invertebrates: proof of concept with PCB153 and two freshwater species.
<p>R Codes and corresponding .csv data files for estimating toxicokinetic model parameters for both chironomids and gammarids exposed to PCB153.</p>
Datasets of "FraSSD: a framework to help teachers in the challenge of developing hard and soft skills in Software Engineering students"
<p>Hard and soft skills are essential for software professionals to perform their daily activities successfully, considering the specificities of the area, which requires a combination of different skills during the software development cycle. Thus, professionals must develop such skills from undergraduate onwards. In this context, although there are related works in the literature, no results were found that were aimed at supporting teachers in developing students' soft skills in the classroom through active education methodologies, focusing on student motivation. Therefore, to provide a model to help teachers in the challenge of contemplating hard and soft skills in a more meaningful teaching-learning process for students enrolled in Software Engineering subjects, this paper presents a framework based on the active methodologies PBL - Project Based Learning and role-play. Emphasis was placed on the six main soft skills required of software engineers: communication, teamwork, organization, leadership, learning, and creativity. To complement the motivational elements, the framework, called FraSSD – Framework for Soft Skills Development, uses some gamification elements, namely competition, scoring, and scoreboard. Finally, the activities established for students are based on Bloom's Taxonomy, which provides progressive knowledge development. As a proof of concept, FraSSD was applied in two Software Engineering classes, and a self-evaluation was conducted on the part of the students before and after the development of the project proposed by the framework, in which students evaluated their level of development in each of the six soft skills worked on during the course. The results were compared through statistical testing, showing an increase in the level of development of soft skills worked on, emphasizing organization, creativity, and teamwork in Class 1 and teamwork, creativity, and leadership in Class 2. Furthermore, a phenomenological analysis of an open question in the self-evaluation enabled FraSSD's positive points to be observed, as well as suggestions for improvements. From the teachers' point of view who applied the framework, although they suggested some modifications, they considered the FraSSD model easy to implement, which helped motivate students as opposed to traditional teaching methods.</p>
Figure 2 in A standardised analytical framework for sampling fish communities: relevance to Turkish riverine ecosystems
Figure 2. Canonical (discriminant) analysis of the principal coordinates (CAP) ordination plots for the statistically significant components of variation (see Table 3) in presence/absence of the fish species (codes in Table 2) recorded over six years of TLM monitoring in four habitats at the six Icon Sites (codes in Table 1) of the River Murray system. The fish species responsible for the patterns (Spearman rank correlation coefficient with the first CAP axis |ρ| ≥ 0.5) are indicated.
Supplementary Material - From in-silico screening to in-vivo validation in the zebrafish - A framework for Reeling in the Right Psychobiotics
Open the record for dataset details and reuse information.
Application_of_the_WHO-INTEGRATE_framework_Supplementary_File
Open the record for dataset details and reuse information.
Computational results for the publication "Carbon dioxide capture from open air using covalent organic frameworks".
<p>This upload contains the computationally obtained adsorption structures of COF-999 series.</p>
A Unified Framework for Studying Local Adaptation
Open the record for dataset details and reuse information.
LEGAL FRAMEWORKS FOR PROMOTING GENDER EQUALITY IN PUBLIC ADMINISTRATION
Open the record for dataset details and reuse information.
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.