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.
3,684
datasets available to search
ShareScore release 0.9.0
Dataset results
3,684 results for “extract”
Figure 1 : Présentation des individus partiels d'AFM pour la comparaison des enquêtes (extraction des scores factoriels des 5 premiers axes)
<p>Figure 1 : Présentation des individus partiels d’AFM pour la comparaison des enquêtes (extraction des scores factoriels des 5 premiers axes).</p> <p>Il s'agit de l'image en haute définition de la figure 1 publiée p. 357 de l'article de Jardin A., Noble J., 2024, Enquêter sur l’insécurité et la victimation : une comparaison systématique des grands instruments français, <em>Déviance et Société</em>, 48, 3, 331‑364 | doi : 10.3917/ds.483.0331</p> <p> </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>
Morph_CNeT: A new GIS tool to extract morphometric attributes characterising channel network topology of Indian catchments
<p><span>Morph_CNeT” (Morphometric Channel Network Extraction Tool) can facilitate extraction of the topology based new morphometric attributes by processing DEM datasets within GIS framework. Morph_CNeT tool is used to create a repository named as Morph_CNeT-India of topological catchment attributes for 1749 gauging stations maintained by the Central Water Commission (CWC) across 22 River basin Systems of India.</span></p>
Therapeutic Potential of Nigella sativa Extract against Inflammatory Markers Interleukin-1ß (IL-1ß) and Tumor Necrosis Factor-α (TNF-α) in Rat Models with High Fat Diet
Open the record for dataset details and reuse information.
Data extraction sheet: Knowledge, Attitudes, and Practices of Women and Men Towards Infertility: A Scoping Review
<p>This is the data extraction tool that includes all the studies reviewed and inclided in: Knowledge, Attitudes, and Practices of Women and<br>Men Towards Infertility: A Scoping Review</p>
Water level near peat extraction site Nida bog, Latvia
<p>Data set for the water level monitoring near peat exgtraction site at Nida bog, Latvia</p>
Transvenous extraction of double dual-coil implantable cardioverter-defibrillator leads – Case report
<p>Abstract: Implantable cardioverter-defibrillator (ICD) is the standard treatment for prevention of sudden cardiac death (SCD) in high-risk patients. Transvenous lead extraction (TLE) is an integral part of management of patients with ICD, since ICD leads are prone to damage in long-term follow-up. TLE is a procedure with high risk of complications. Major complications include haemothorax , thromboembolic events, vascular laceration, cardiac avulsion, and even death, with pericardial tamponade beeing the most common major complication. We report the clinical case of a 54-year-old male patient with a history of chronically implanted ICD who presented with isolated pocket erosion. Cardiac fluoroscopy revealed one dual-coil ICD lead connected to the pulse generator and another dual-coil ICD lead was noted to be fractured, with the proximal end lead remnant in the ICD pocket. Suspicion of pocket infection was raised, therefore the device and the leads extractions were necessary. Dual-coil implantable cardioverter-defibrillator leads are difficult to extract due to fibrotic scar tissue formed around the leads especially near the coils. Transvenous lead extraction technique was used to remove the dual-coil implantable cardioverter-defibrillator leads, without neither major nor minor complications. As ICD therapy was recommended for secondary prophylaxis, a new ICD was implanted on the contralateral side.</p>
Effect of orthodontic extraction of 1st or 2nd lower premolars on third molar angulation after treatment with fixed appliances: a cross-sectional study
<p>Dataset for all analyses</p>
RNA extraction alternative method for SARS-CoV-2 molecular diagnosis
<p>The devastating outbreak of COVID-19 has posed serious challenges for the diagnostics laboratories, often facing global shortage of reagents and equipment. This study aimed at evaluating an additional RNA extraction method respect to those already recommended by WHO and CDC. A new protocol for RNA extraction from nasopharyngeal swab was set up, adapting the Qiagen RNeasy 96 plate for cell lines, and validated on a set of 96 clinical samples analyzed in parallel by a recommended method. The internal control and target genes analysis showed a good agreement between the two extraction methods, indicating that the two approaches can be considered equivalent for the SARS-CoV-2 diagnostics. The addition of this extraction method can help in increasing the throughput for SARS-CoV-2 molecular test, even in a low automation setting.</p> <p>The data set published in Zenodo is the full data analysed in the paper.</p>
Extracting Enhanced Artifical Intelligence Model Metadata from Software Repositories
<p>Replication set for evaluations performed in EMSE submission "Extracting Enhanced Artifical Intelligence Model Metadata from Software Repositories" </p>
P50 of tropical broadleaved evergreen forests extracted from Liu et al., 2019
<p>P50 data of tropical broadleaved evergreen forests extracted from Liu et al., 2019 (Hydraulic traits are coordinated with maximum plant height at the global scale)</p> <p>P50: stem water potential at 50% loss of conductivity</p>
MOFSimplify: Machine Learning Models with Extracted Stability Data of Three Thousand Metal-Organic Frameworks
<p>Solvent removal stability and thermal stability associated with structurally characterized metal organic frameworks.</p>
Screencast of the Lokahi2 Prototype: Search Engine with Interactive Knowledge Network Browser Extracted from Text
<p>This video shows a recording of the prototype system Lokahi2. It supports concept surfing for interacting with the search engine, automated document tagging, exploring tags, generating tags for text, and changing depth and dimension of the graph.</p>
A novel methodological approach to simultaneously extract high quality total RNA and proteins from cortical and trabecular bone
<p>Molecular differences between cortical and trabecular bone, of relevance to understand the pathophysiological bases of bone diseases, can be determined only throughout effective isolation methods for RNA and proteins. Here we present a TRIzol-based method, combining bone pulverization and homogenization, to extract simultaneously total RNA and proteins from human cortical and trabecular bone from the same carrot. RNA integrity and purity were determined as the 260-to-280 nm and 260-to-230 nm absorbance- ratios, and 28S-to-18S rRNA ratio. Protein integrity and quality were evaluated by Comassie Blue staining. RT-qPCR and immunoblotting for bone-specific genes and proteins were performed to verify the suitability of the isolated material in downstream applications. 260-to-280 nm and 260-to-230 nm absorbance ratios were, on average, ≥1.8. Bands on agarose gel were consistent to an intact RNA, with mean 28S-to-18S ratios of1.68±0.35 and 1.88±0.10 for cortical and trabecular bone, respectively. Band patterns after Comassie Blue staining confirmed protein integrity. Successful gene and protein expression analysis, with relevant differences between the two compartments, highlighted the suitability of the material in downstream applications. The method here presented is appropriate and effective for the study of human bone.</p>
Data extraction form - A Systematic Literature Review on Prioritizing Software Test Cases using Markov Chains
<p>A data extraction form was created to gather all relevant data from the identified studies and manage the selection process in this systematic literature review. Some of the main information presented in this form was followed by a protocol, identifier (id) for each returned study, bibliographic reference, and answers to research questions. This catalog helps us in the data extraction and synthesis procedures and may be used by potentially interested, for example, for updating or replication. </p>
Liquid chromatography measurement obtained from the chitin extracts of insect exuviae
<p>Chitin, a biopolymer present in fungi and arthropods, is a compound of interest for various applications, such as in the agricultural and medical fields. With the recently growing interest in the development of insect farming, the availability of chitin-containing residual streams, particularly the molting skins (exuviae), is expected to increase in the near future. For application purposes, accurate quantification of chitin in these insect sources is essential. Previous studies on chitin extraction and quantification often overlooked the purity of the extracted chitin, making the outcomes inconsistent and prone to overestimation. The present study aims to determine chitin content in the exuviae of three insect species mass-reared worldwide: black soldier fly (BSF), mealworm, and house cricket. Chitin was chemically extracted using acid and alkali treatments to remove minerals and proteins. The purity of extracted chitin was evaluated by hydrolyzing the chitin into glucosamine, followed by quantitative determination of the latter using two liquid chromatography methods: electrochemical detection (ECD) and tandem mass spectrometry (MS/MS). Both methods proved accurate and precise, without the need for labor-intensive derivatization steps. Pearson's correlation and Bland-Altman plots showed that the glucosamine determination results obtained by the two methods were comparable, and there is no consistent bias of one approach vs. the other. The chitin content in extracted residues ranged between 7.9 and 18.5%, with the highest amount<br> found in BSF puparium. In summary, the study demonstrated that (1) the residual streams of the insect farming industry have a great potential for utilization as an alternative chitin source, and (2) both LC-ECD and LC-MS/MS are reliable for the quantitative determination of glucosamine in insect chitin.</p>
Marikina Valley Fault Creeping Segment (Philippines) - Groundwater Extraction Data
<p>This dataset contain information on groundwater extraction for different well locations along the creeping segment of the Marikina Valley Fault System (Philippines). </p>
Selfee: Self-supervised features extraction of animal behaviors
<p class="MsoNormal"><span>Fast and accurately characterizing animal behaviors is crucial for neuroscience research. Deep learning models are efficiently used in laboratories for behavior analysis. However, it has not been achieved to use an end-to-end unsupervised neural network to extract comprehensive and discriminative features directly from social behavior video frames for annotation and analysis purposes. Here, we report a self-supervised feature extraction (Selfee) convolutional neural network with multiple downstream applications to process video frames of animal behavior in an end-to-end way. Visualization and classification of the extracted features (Meta-representations) validate that Selfee processes animal behaviors </span><span>in a way similar to human perception</span><span>. We demonstrate that Meta-representations </span><span>can be efficiently used to detect anomalous behaviors that are indiscernible to human observation and hint in-depth analysis. Furthermore, time-series analyses of Meta-representations reveal the temporal dynamics of animal behaviors. In conclusion, we present a self-supervised learning approach to extract comprehensive and discriminative features directly from raw video recordings of animal behaviors and demonstrate its potential usage for various downstream applications.</span></p>
Aqueduct Floods Hazard Maps extract for Tanzania
<p>This contains an extract from the <a href="https://www.wri.org/resources/data-sets/aqueduct-floods-hazard-maps">WRI Aqueduct global open flood dataset</a>,<br> Version 2 (updated October 20, 2020), showing flood depth in metres for<br> coastal and river flooding under both current baseline conditions and future<br> projections in 2030, 2050, and 2080.</p> <p>The data has been clipped to a bounding box around Tanzania (29.321032<br> -11.731272 40.449392 -0.98583).</p> <p>Please see the <a href="https://www.wri.org/publication/aqueduct-floods-methodology">Technical Note</a> for further details of the full dataset and<br> methodology used to create it.</p> <p>License: Creative Commons Attribution 4.0 International License. Full license<br> text available at <a href="http://www.wri.org/publications/permissions-licensing">Creative Commons Attribution 4.0</a></p> <p> </p>
From Microorganisms to Biosignatures: Subcritical Water Extraction as a Sample Preparation Technique for Future Life Detection Missions
<p>Data for all figures included in "From Microorganisms to Biosignatures: Subcritical Water Extraction as a Sample Preparation Technique for Future Life Detection Missions". Amino acid concentrations, enantiomeric excesses, and relative distributions for E. coli cells and B. subtilis spores after subcritical water extraction for 30 min at 200 °C using water and dilute acid.</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.