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.
830
datasets available to search
ShareScore release 0.9.0
Dataset results
830 results for “Industrialization”
Dataset for the publication: Flexible copper: exploring capacity-based energy demand flexibility in the industry
<p>This file contains the inputs for the study (currently under review) "Flexible copper: exploring capacity-based energy demand flexibility in the industry"</p>
Artifact: SoK: Evaluations in Industrial Intrusion Detection Research
<p>This collection resembles the artifact of our publication "SoK: Evaluations in Industrial Intrusion Detection Research," published in the Journal of Systems Research 2023, in which we performed a systematic mapping study on the literature of Industrial Intrusion Detection Systems (IIDSs). Within this paper, we systematically analyzed the evaluation methodologies of this field to understand the current state of industrial intrusion detection research. This artifact contains our data extracted from the 609 publications under consideration in the survey. For further information, please refer to the respective publication.</p>
Dataset for Vehicle Indoor Positioning in Industrial Environments with Wi-Fi, inertial, and odometry data
<p>Dataset collected in an indoor industrial environment using a mobile unit (manually pushed trolley) that resembles an industrial vehicle equipped with several sensors, namely, Wi-Fi, wheel encoder (displacement), and Inertial Measurement Unit (IMU).</p> <p>Sensors were connected to a Raspberry Pi (RPi 3B +), which collected the data from the sensors. Ground truth information was obtained with video camera pointed towards the floor, registering the times when the trolley passed by reference tags.</p> <p>List of sensors:</p> <ul> <li>4x <strong>Wi-Fi interfaces</strong>: Edimax EW7811-Un</li> <li>2x <strong>IMUs</strong>: Adafruit BNO055</li> <li>1x <strong>Absolute Encoder</strong>: US Digital A2 (attached to a wheel with a diameter of 125 mm)</li> </ul> <p>This dataset includes:</p> <ul> <li>1x <strong>Wi-Fi radio map</strong> that can be used for Wi-Fi fingerprinting.</li> <li>6x <strong>Trajectories</strong>: including sensor data + ground truth.</li> <li><strong>APs Information</strong>: list of APs in the building, including their position and transmission channel.</li> <li><strong>Floor plan:</strong> image of the building's floor plan with obstacles and non-navigable areas.</li> <li><strong>Python package</strong> provided for: <ul> <li>parsing the dataset into a data structure (Pandas dataframes).</li> <li>performing statistical analysis on the data (number of samples, time difference between consecutive samples, etc.).</li> <li>computing Dead Reckoning trajectory from a provided initial position.</li> <li>computing Wi-Fi fingerprinting position estimates.</li> <li>determining positioning error in Dead Reckoning and Wi-Fi fingerprinting.</li> <li>generating plots including the floor plan of the building, dead reckoning trajectories, and CDFs.</li> </ul> </li> </ul> <p> </p> <p>When using this dataset, please cite its data description paper:</p> <p>Silva , I.; Pendão, C.; Torres-Sospedra, J.; Moreira, A. Industrial Environment Multi-Sensor Dataset for Vehicle Indoor Tracking with Wi-Fi, Inertial and Odometry Data. <em>Data</em> <strong>2023</strong>, <em>8</em>, 157. <a href="https://doi.org/10.3390/data8100157" target="_blank" rel="noopener">https://doi.org/10.3390/data8100157</a> </p> <p> </p>
Engaging Men From Blue-collar Industries in Weight Loss
ClinicalTrials.gov study NCT05386238. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Modeling the impact of a potential shale gas industry in Germany and the United Kingdom on ozone with WRF-Chem
Open the record for dataset details and reuse information.
Data from: Industry needs matter – incorporating stakeholder interests in the selection of flower resources to support pollinators
Open the record for dataset details and reuse information.
Data from: Public questions spur the discovery of new bacterial species associated with lignin bioconversion of industrial waste
Open the record for dataset details and reuse information.
Data from: Biodiverse cities: the nursery industry, homeowners, and neighborhood differences drive urban tree composition
Open the record for dataset details and reuse information.
Data for: Industrial energy development decouples ungulate migration from the green wave
Open the record for dataset details and reuse information.
Intelligentization and regional industrial competitiveness
Open the record for dataset details and reuse information.
Conservation in post-industrial cities: how does vacant land management and landscape configuration influence urban bees?
Open the record for dataset details and reuse information.
Measurement data of the industrial IoT scenario
Open the record for dataset details and reuse information.
Industry funding of patient organisations in the United Kingdom: A retrospective study of commercial determinants, funding concentration and disease prevalence
Open the record for dataset details and reuse information.
Distribution of heavy metals in coastal sediments under the influence of multiple factors: A case study from the south coast of an industrialized harbor city (Tangshan, China)
Open the record for dataset details and reuse information.
Non-target screening of a Siberian ice core reveals changes in the pre-industrial to industrial organic aerosol composition
Open the record for dataset details and reuse information.
Fine scale population divergence driven by adaptation to industrial pollutants
Open the record for dataset details and reuse information.
Data to support: Anthropogenic influence on tropospheric reactive bromine since the pre-industrial: Implications for ice-core bromine trends
Open the record for dataset details and reuse information.
Designing industry 4.0 implementation from the initial background and context of companies
Open the record for dataset details and reuse information.
Toward three-dimensional DNA industrial nanorobots
Open the record for dataset details and reuse information.
Data and code info for: Reducing single-use cutlery with green nudges: Evidence from China’s food delivery industry
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.