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.
887
datasets available to search
ShareScore release 0.8.0
Dataset results
887 results for “tunnels”
Influence of wind velocity and soil size distribution on emitted dust size distribution: a wind tunnel study
<p>The original data obtained by the wind tunnel experiments aims to investigate the influence of wind velocity and soil size distribution on emitted dust size distribution. </p>
Dataset: "Local bifurcation with spin-transfer torque in superparamagnetic tunnel junctions"
<p>This work was partly supported by the ImPACT Program of CSTI, JST-OPERA JPMJOP1611, JST-CREST JPMJCR19K3, JST-PRESTO JPMJPR21B2, JSPS Core-to-Core Program, JSPS Kakenhi 19H05622, Shimadzu Research Foundation, and RIEC Cooperative Research Projects.</p>
Wind tunnel measurements of particulate matter concentration and wind speed to determine the deposition effect of urban green
<p>This dataset contains measurements of particulate matter (PM) concentration and wind speed at the in- and outlet of a test section of an open-circuit wind tunnel to study PM deposition on urban green. The vegetation under study was the climber species <em>Hedera Helix</em>, which was grown against a screen in a planter. PM was introduced in the wind tunnel at the inlet bend (number 2 on the figure WT-design) and consisted of a mixture of Arizona fine test dust (d<sub>p</sub> > 0.3 µm) and soot (d<sub>p</sub> < 0.3 µm). The concentration measurements were performed with an optical particle sizer and a scanning mobility particle analyser. Wind speed was measured with a hot wire anemometer. Details of the files can be found in README.txt. This research was performed by the Sustainable Energy, Air and Water Technology (DuEL) group at the University of Antwerp (Belgium).</p>
Acquisition of CCDC88A/GIV through Tumor-Stroma Tunnels Promotes Aggressive Phenotypes of Estrogen Receptor-Positive Breast Cancer [dataset2]
GEO Series GSE224320. Homo sapiens. 21 samples. Type: Expression profiling by high throughput sequencing.
Microglia care for neurons through tunneling nanotubes
GEO Series GSE209972. Mus musculus. 27 samples. Type: Expression profiling by high throughput sequencing.
Dataset for SPBM tunnel geological condition prediction
<p>This is the operational data collected during the construction of the He Yan Road river crossing project and the corresponding geological information.</p>
Fiber-optic DAS dataset of diverse tunnel disturbance events
<p><strong># Fiber-optic DAS dataset of diverse tunnel disturbance events (doi: 10.5281/zenodo.7116488)</strong></p> <p>This is a fiber-optic DAS dataset of diverse tunnel disturbance events as well as data to support the manuscript "Listening to underground infrastructure: Machine learning-based distributed acoustic sensing enables automated identification of diverse tunnel threats" by Tai-Yin Zhang, Cheng-Cheng Zhang*, and Bin Shi*.</p> <p><strong>## Dataset</strong><br>This repository contains:<br> <br>* `Raw data.zip` is the raw DAS-recorded signals.</p> <p>* `data_24.csv` is a simplified version of the raw data with 24 features.</p> <p>* `data_15.csv` is a simplified version of the raw data with 15 features.</p> <p>* `Details of raw data.xlsx` is a detailed description of the recorded signals, including tunnel conditions (location, type, soil and geographical conditions), sample size distribution, DAS acquisition parameters, cable type and installation method, and whether auxiliary inspection or monitoring methods were used.</p> <p>* `Details of features.xlsx` is a detailed description of the features before and after feature selection.</p> <p><strong>## Dataset</strong><br>Python scripts linked with this dataset are available at https://github.com/njufogeo/AutoTunnelThreatID</p> <p><strong>## Correspondence</strong><br>Correspondence should be addressed to zhang@nju.edu.cn (C.-C.Z.).</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.